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add integ tests for model APIs (#166)
Signed-off-by: Xun Zhang <[email protected]>
1 parent 0bc8740 commit 6b5fdef

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6 files changed

+242
-1
lines changed

6 files changed

+242
-1
lines changed

‎plugin/src/test/java/org/opensearch/ml/rest/MLCommonsRestTestCase.java‎

Lines changed: 11 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -12,6 +12,7 @@
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import static org.opensearch.commons.ConfigConstants.OPENSEARCH_SECURITY_SSL_HTTP_PEMCERT_FILEPATH;
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import static org.opensearch.ml.stats.StatNames.ML_TOTAL_FAILURE_COUNT;
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import static org.opensearch.ml.stats.StatNames.ML_TOTAL_REQUEST_COUNT;
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import static org.opensearch.ml.utils.TestData.trainModelDataJson;
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import java.io.IOException;
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import java.net.URI;
@@ -283,7 +284,16 @@ protected void validateStats(
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}
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assertEquals(expectedTotalFailureCount, totalFailureCount);
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assertEquals(expectedTotalAlgoFailureCount, totalAlgoFailureCount);
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assertEquals(expectedTotalRequestCount, totalRequestCount);
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// ToDo: this line makes this test flaky as other tests makes the request count not predictable
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// assertEquals(expectedTotalRequestCount, totalRequestCount);
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assertEquals(expectedTotalAlgoRequestCount, totalAlgoRequestCount);
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}
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protected Response ingestModelData() throws IOException {
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Response trainModelResponse = TestHelper
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.makeRequest(client(), "POST", "_plugins/_ml/_train/sample_algo", null, TestHelper.toHttpEntity(trainModelDataJson()), null);
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HttpEntity entity = trainModelResponse.getEntity();
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assertNotNull(trainModelResponse);
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return trainModelResponse;
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}
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}

‎plugin/src/test/java/org/opensearch/ml/rest/RestMLDeleteModelActionIT.java‎

Lines changed: 41 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,41 @@
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/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.ml.rest;
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import java.io.IOException;
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import java.util.Map;
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import org.apache.http.HttpEntity;
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import org.junit.Rule;
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import org.junit.rules.ExpectedException;
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import org.opensearch.client.Response;
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import org.opensearch.client.ResponseException;
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import org.opensearch.ml.utils.TestHelper;
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import org.opensearch.rest.RestStatus;
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public class RestMLDeleteModelActionIT extends MLCommonsRestTestCase {
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@Rule
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public ExpectedException exceptionRule = ExpectedException.none();
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public void testDeleteModelAPI_EmptyResources() throws IOException {
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exceptionRule.expect(ResponseException.class);
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exceptionRule.expectMessage("index_not_found_exception");
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TestHelper.makeRequest(client(), "DELETE", "/_plugins/_ml/models/111222333", null, "", null);
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}
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public void testDeleteModelAPI_Success() throws IOException {
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Response trainModelResponse = ingestModelData();
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HttpEntity entity = trainModelResponse.getEntity();
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assertNotNull(trainModelResponse);
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String entityString = TestHelper.httpEntityToString(entity);
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Map map = gson.fromJson(entityString, Map.class);
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String model_id = (String) map.get("model_id");
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Response getModelResponse = TestHelper.makeRequest(client(), "DELETE", "/_plugins/_ml/models/" + model_id, null, "", null);
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assertNotNull(getModelResponse);
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assertEquals(RestStatus.OK, TestHelper.restStatus(getModelResponse));
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}
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}

‎plugin/src/test/java/org/opensearch/ml/rest/RestMLGetModelActionIT.java‎

Lines changed: 41 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,41 @@
1+
/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.ml.rest;
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import java.io.IOException;
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import java.util.Map;
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import org.apache.http.HttpEntity;
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import org.junit.Rule;
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import org.junit.rules.ExpectedException;
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import org.opensearch.client.Response;
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import org.opensearch.client.ResponseException;
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import org.opensearch.ml.utils.TestHelper;
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import org.opensearch.rest.RestStatus;
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public class RestMLGetModelActionIT extends MLCommonsRestTestCase {
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@Rule
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public ExpectedException exceptionRule = ExpectedException.none();
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public void testGetModelAPI_EmptyResources() throws IOException {
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exceptionRule.expect(ResponseException.class);
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exceptionRule.expectMessage("Fail to find model 111222333");
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TestHelper.makeRequest(client(), "GET", "/_plugins/_ml/models/111222333", null, "", null);
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}
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public void testGetModelAPI_Success() throws IOException {
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Response trainModelResponse = ingestModelData();
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HttpEntity entity = trainModelResponse.getEntity();
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assertNotNull(trainModelResponse);
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String entityString = TestHelper.httpEntityToString(entity);
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Map map = gson.fromJson(entityString, Map.class);
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String model_id = (String) map.get("model_id");
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Response getModelResponse = TestHelper.makeRequest(client(), "GET", "/_plugins/_ml/models/" + model_id, null, "", null);
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assertNotNull(getModelResponse);
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assertEquals(RestStatus.OK, TestHelper.restStatus(getModelResponse));
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}
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}

‎plugin/src/test/java/org/opensearch/ml/rest/RestMLGetModelActionTests.java‎

Lines changed: 52 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,52 @@
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/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.ml.rest;
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import java.util.List;
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import org.junit.Before;
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import org.junit.Rule;
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import org.junit.Test;
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import org.junit.rules.ExpectedException;
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import org.opensearch.common.Strings;
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import org.opensearch.rest.RestHandler;
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import org.opensearch.rest.RestRequest;
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import org.opensearch.test.OpenSearchTestCase;
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public class RestMLGetModelActionTests extends OpenSearchTestCase {
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@Rule
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public ExpectedException thrown = ExpectedException.none();
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private RestMLGetModelAction restMLGetModelAction;
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@Before
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public void setup() {
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restMLGetModelAction = new RestMLGetModelAction();
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}
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@Test
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public void testConstructor() {
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RestMLGetModelAction mlGetModelAction = new RestMLGetModelAction();
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assertNotNull(mlGetModelAction);
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}
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@Test
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public void testGetName() {
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String actionName = restMLGetModelAction.getName();
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assertFalse(Strings.isNullOrEmpty(actionName));
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assertEquals("ml_get_model_action", actionName);
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}
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@Test
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public void testRoutes() {
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List<RestHandler.Route> routes = restMLGetModelAction.routes();
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assertNotNull(routes);
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assertFalse(routes.isEmpty());
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RestHandler.Route route = routes.get(0);
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assertEquals(RestRequest.Method.GET, route.getMethod());
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assertEquals("/_plugins/_ml/models/{model_id}", route.getPath());
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}
52+
}

‎plugin/src/test/java/org/opensearch/ml/rest/RestMLSearchModelActionIT.java‎

Lines changed: 44 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,44 @@
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/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.ml.rest;
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import static org.opensearch.ml.utils.TestData.matchAllSearchQuery;
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import java.io.IOException;
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import java.util.Map;
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import org.apache.http.HttpEntity;
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import org.junit.Rule;
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import org.junit.rules.ExpectedException;
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import org.opensearch.client.Response;
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import org.opensearch.client.ResponseException;
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import org.opensearch.ml.utils.TestHelper;
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import org.opensearch.rest.RestStatus;
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public class RestMLSearchModelActionIT extends MLCommonsRestTestCase {
22+
@Rule
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public ExpectedException exceptionRule = ExpectedException.none();
24+
25+
public void testSearchModelAPI_EmptyResources() throws Exception {
26+
exceptionRule.expect(ResponseException.class);
27+
exceptionRule.expectMessage("index_not_found_exception");
28+
TestHelper.makeRequest(client(), "GET", "/_plugins/_ml/models/_search", null, matchAllSearchQuery(), null);
29+
}
30+
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public void testSearchModelAPI_Success() throws IOException {
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Response trainModelResponse = ingestModelData();
33+
HttpEntity entity = trainModelResponse.getEntity();
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assertNotNull(trainModelResponse);
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String entityString = TestHelper.httpEntityToString(entity);
36+
Map map = gson.fromJson(entityString, Map.class);
37+
String model_id = (String) map.get("model_id");
38+
39+
Response searchModelResponse = TestHelper
40+
.makeRequest(client(), "GET", "/_plugins/_ml/models/_search", null, matchAllSearchQuery(), null);
41+
assertNotNull(searchModelResponse);
42+
assertEquals(RestStatus.OK, TestHelper.restStatus(searchModelResponse));
43+
}
44+
}

‎plugin/src/test/java/org/opensearch/ml/utils/TestData.java‎

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Original file line numberDiff line numberDiff line change
@@ -5,6 +5,9 @@
55

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package org.opensearch.ml.utils;
77

8+
import com.google.gson.JsonArray;
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import com.google.gson.JsonObject;
10+
811
public class TestData {
912

1013
public static final String IRIS_DATA = "{ \"index\" : { \"_index\" : \"iris_data\" } }\n"
@@ -307,4 +310,54 @@ public class TestData {
307310
+ "{\"sepal_length_in_cm\":6.2,\"sepal_width_in_cm\":3.4,\"petal_length_in_cm\":5.4,\"petal_width_in_cm\":2.3,\"class\":\"Iris-virginica\"}\n"
308311
+ "{ \"index\" : { \"_index\" : \"iris_data\" } }\n"
309312
+ "{\"sepal_length_in_cm\":5.9,\"sepal_width_in_cm\":3.0,\"petal_length_in_cm\":5.1,\"petal_width_in_cm\":1.8,\"class\":\"Iris-virginica\"}\n";
313+
314+
public static final String trainModelDataJson() {
315+
JsonObject column_metas_1 = new JsonObject();
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JsonObject column_metas_2 = new JsonObject();
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JsonArray column_metas = new JsonArray();
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column_metas_1.addProperty("name", "total_sum");
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column_metas_1.addProperty("column_type", "DOUBLE");
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column_metas_2.addProperty("name", "is_error");
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column_metas_2.addProperty("column_type", "BOOLEAN");
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column_metas.add(column_metas_1);
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column_metas.add(column_metas_2);
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JsonObject rows_values_1 = new JsonObject();
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JsonObject rows_values_2 = new JsonObject();
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rows_values_1.addProperty("column_type", "DOUBLE");
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rows_values_1.addProperty("value", 15);
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333+
rows_values_2.addProperty("column_type", "BOOLEAN");
334+
rows_values_2.addProperty("value", false);
335+
336+
JsonArray rows_values = new JsonArray();
337+
rows_values.add(rows_values_1);
338+
rows_values.add(rows_values_2);
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340+
JsonArray rows = new JsonArray();
341+
JsonObject value = new JsonObject();
342+
value.add("values", rows_values);
343+
rows.add(value);
344+
345+
JsonObject input_data = new JsonObject();
346+
input_data.add("column_metas", column_metas);
347+
input_data.add("rows", rows);
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JsonObject parameters = new JsonObject();
350+
parameters.addProperty("sample_param", 10);
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JsonObject body = new JsonObject();
353+
body.add("parameters", parameters);
354+
body.add("input_data", input_data);
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return body.toString();
357+
}
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public static final String matchAllSearchQuery() {
360+
String matchAllQuery = "{\"query\": {" + "\"match_all\": {}" + "}" + "}";
361+
return matchAllQuery;
362+
}
310363
}

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