[ML][HLRC] Replace REST-based ML test cleanup with the ML client (#34109)
Now that all basic APIs for managing jobs and datafeeds have been implemented we replace the duplicated `MlRestTestStateCleaner` with an implementation that uses the HLRC Machine Learning client itself.
This commit is contained in:
parent
269ae0bc15
commit
609ccaad07
|
@ -147,7 +147,7 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
|
||||||
|
|
||||||
@After
|
@After
|
||||||
public void deleteJob() throws IOException {
|
public void deleteJob() throws IOException {
|
||||||
new MlRestTestStateCleaner(logger, client()).clearMlMetadata();
|
new MlTestStateCleaner(logger, highLevelClient().machineLearning()).clearMlMetadata();
|
||||||
}
|
}
|
||||||
|
|
||||||
public void testGetCategories() throws IOException {
|
public void testGetCategories() throws IOException {
|
||||||
|
|
|
@ -19,7 +19,6 @@
|
||||||
package org.elasticsearch.client;
|
package org.elasticsearch.client;
|
||||||
|
|
||||||
import com.carrotsearch.randomizedtesting.generators.CodepointSetGenerator;
|
import com.carrotsearch.randomizedtesting.generators.CodepointSetGenerator;
|
||||||
|
|
||||||
import org.elasticsearch.ElasticsearchStatusException;
|
import org.elasticsearch.ElasticsearchStatusException;
|
||||||
import org.elasticsearch.action.admin.indices.create.CreateIndexRequest;
|
import org.elasticsearch.action.admin.indices.create.CreateIndexRequest;
|
||||||
import org.elasticsearch.action.bulk.BulkRequest;
|
import org.elasticsearch.action.bulk.BulkRequest;
|
||||||
|
@ -93,7 +92,7 @@ public class MachineLearningIT extends ESRestHighLevelClientTestCase {
|
||||||
|
|
||||||
@After
|
@After
|
||||||
public void cleanUp() throws IOException {
|
public void cleanUp() throws IOException {
|
||||||
new MlRestTestStateCleaner(logger, client()).clearMlMetadata();
|
new MlTestStateCleaner(logger, highLevelClient().machineLearning()).clearMlMetadata();
|
||||||
}
|
}
|
||||||
|
|
||||||
public void testPutJob() throws Exception {
|
public void testPutJob() throws Exception {
|
||||||
|
|
|
@ -1,109 +0,0 @@
|
||||||
/*
|
|
||||||
* Licensed to Elasticsearch under one or more contributor
|
|
||||||
* license agreements. See the NOTICE file distributed with
|
|
||||||
* this work for additional information regarding copyright
|
|
||||||
* ownership. Elasticsearch 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.
|
|
||||||
*/
|
|
||||||
package org.elasticsearch.client;
|
|
||||||
|
|
||||||
import org.apache.logging.log4j.Logger;
|
|
||||||
import org.elasticsearch.common.xcontent.support.XContentMapValues;
|
|
||||||
import org.elasticsearch.test.rest.ESRestTestCase;
|
|
||||||
|
|
||||||
import java.io.IOException;
|
|
||||||
import java.util.List;
|
|
||||||
import java.util.Map;
|
|
||||||
|
|
||||||
/**
|
|
||||||
* This is temporarily duplicated from the server side.
|
|
||||||
* @TODO Replace with an implementation using the HLRC once
|
|
||||||
* the APIs for managing datafeeds are implemented.
|
|
||||||
*/
|
|
||||||
public class MlRestTestStateCleaner {
|
|
||||||
|
|
||||||
private final Logger logger;
|
|
||||||
private final RestClient adminClient;
|
|
||||||
|
|
||||||
public MlRestTestStateCleaner(Logger logger, RestClient adminClient) {
|
|
||||||
this.logger = logger;
|
|
||||||
this.adminClient = adminClient;
|
|
||||||
}
|
|
||||||
|
|
||||||
public void clearMlMetadata() throws IOException {
|
|
||||||
deleteAllDatafeeds();
|
|
||||||
deleteAllJobs();
|
|
||||||
// indices will be deleted by the ESRestTestCase class
|
|
||||||
}
|
|
||||||
|
|
||||||
@SuppressWarnings("unchecked")
|
|
||||||
private void deleteAllDatafeeds() throws IOException {
|
|
||||||
final Request datafeedsRequest = new Request("GET", "/_xpack/ml/datafeeds");
|
|
||||||
datafeedsRequest.addParameter("filter_path", "datafeeds");
|
|
||||||
final Response datafeedsResponse = adminClient.performRequest(datafeedsRequest);
|
|
||||||
final List<Map<String, Object>> datafeeds =
|
|
||||||
(List<Map<String, Object>>) XContentMapValues.extractValue("datafeeds", ESRestTestCase.entityAsMap(datafeedsResponse));
|
|
||||||
if (datafeeds == null) {
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
try {
|
|
||||||
adminClient.performRequest(new Request("POST", "/_xpack/ml/datafeeds/_all/_stop"));
|
|
||||||
} catch (Exception e1) {
|
|
||||||
logger.warn("failed to stop all datafeeds. Forcing stop", e1);
|
|
||||||
try {
|
|
||||||
adminClient.performRequest(new Request("POST", "/_xpack/ml/datafeeds/_all/_stop?force=true"));
|
|
||||||
} catch (Exception e2) {
|
|
||||||
logger.warn("Force-closing all data feeds failed", e2);
|
|
||||||
}
|
|
||||||
throw new RuntimeException(
|
|
||||||
"Had to resort to force-stopping datafeeds, something went wrong?", e1);
|
|
||||||
}
|
|
||||||
|
|
||||||
for (Map<String, Object> datafeed : datafeeds) {
|
|
||||||
String datafeedId = (String) datafeed.get("datafeed_id");
|
|
||||||
adminClient.performRequest(new Request("DELETE", "/_xpack/ml/datafeeds/" + datafeedId));
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
private void deleteAllJobs() throws IOException {
|
|
||||||
final Request jobsRequest = new Request("GET", "/_xpack/ml/anomaly_detectors");
|
|
||||||
jobsRequest.addParameter("filter_path", "jobs");
|
|
||||||
final Response response = adminClient.performRequest(jobsRequest);
|
|
||||||
@SuppressWarnings("unchecked")
|
|
||||||
final List<Map<String, Object>> jobConfigs =
|
|
||||||
(List<Map<String, Object>>) XContentMapValues.extractValue("jobs", ESRestTestCase.entityAsMap(response));
|
|
||||||
if (jobConfigs == null) {
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
try {
|
|
||||||
adminClient.performRequest(new Request("POST", "/_xpack/ml/anomaly_detectors/_all/_close"));
|
|
||||||
} catch (Exception e1) {
|
|
||||||
logger.warn("failed to close all jobs. Forcing closed", e1);
|
|
||||||
try {
|
|
||||||
adminClient.performRequest(new Request("POST", "/_xpack/ml/anomaly_detectors/_all/_close?force=true"));
|
|
||||||
} catch (Exception e2) {
|
|
||||||
logger.warn("Force-closing all jobs failed", e2);
|
|
||||||
}
|
|
||||||
throw new RuntimeException("Had to resort to force-closing jobs, something went wrong?",
|
|
||||||
e1);
|
|
||||||
}
|
|
||||||
|
|
||||||
for (Map<String, Object> jobConfig : jobConfigs) {
|
|
||||||
String jobId = (String) jobConfig.get("job_id");
|
|
||||||
adminClient.performRequest(new Request("DELETE", "/_xpack/ml/anomaly_detectors/" + jobId));
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
|
@ -0,0 +1,102 @@
|
||||||
|
/*
|
||||||
|
* Licensed to Elasticsearch under one or more contributor
|
||||||
|
* license agreements. See the NOTICE file distributed with
|
||||||
|
* this work for additional information regarding copyright
|
||||||
|
* ownership. Elasticsearch 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.
|
||||||
|
*/
|
||||||
|
package org.elasticsearch.client;
|
||||||
|
|
||||||
|
import org.apache.logging.log4j.Logger;
|
||||||
|
import org.elasticsearch.client.ml.CloseJobRequest;
|
||||||
|
import org.elasticsearch.client.ml.DeleteDatafeedRequest;
|
||||||
|
import org.elasticsearch.client.ml.DeleteJobRequest;
|
||||||
|
import org.elasticsearch.client.ml.GetDatafeedRequest;
|
||||||
|
import org.elasticsearch.client.ml.GetDatafeedResponse;
|
||||||
|
import org.elasticsearch.client.ml.GetJobRequest;
|
||||||
|
import org.elasticsearch.client.ml.GetJobResponse;
|
||||||
|
import org.elasticsearch.client.ml.StopDatafeedRequest;
|
||||||
|
import org.elasticsearch.client.ml.datafeed.DatafeedConfig;
|
||||||
|
import org.elasticsearch.client.ml.job.config.Job;
|
||||||
|
|
||||||
|
import java.io.IOException;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Cleans up and ML resources created during tests
|
||||||
|
*/
|
||||||
|
public class MlTestStateCleaner {
|
||||||
|
|
||||||
|
private final Logger logger;
|
||||||
|
private final MachineLearningClient mlClient;
|
||||||
|
|
||||||
|
public MlTestStateCleaner(Logger logger, MachineLearningClient mlClient) {
|
||||||
|
this.logger = logger;
|
||||||
|
this.mlClient = mlClient;
|
||||||
|
}
|
||||||
|
|
||||||
|
public void clearMlMetadata() throws IOException {
|
||||||
|
deleteAllDatafeeds();
|
||||||
|
deleteAllJobs();
|
||||||
|
}
|
||||||
|
|
||||||
|
private void deleteAllDatafeeds() throws IOException {
|
||||||
|
stopAllDatafeeds();
|
||||||
|
|
||||||
|
GetDatafeedResponse getDatafeedResponse = mlClient.getDatafeed(GetDatafeedRequest.getAllDatafeedsRequest(), RequestOptions.DEFAULT);
|
||||||
|
for (DatafeedConfig datafeed : getDatafeedResponse.datafeeds()) {
|
||||||
|
mlClient.deleteDatafeed(new DeleteDatafeedRequest(datafeed.getId()), RequestOptions.DEFAULT);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
private void stopAllDatafeeds() {
|
||||||
|
StopDatafeedRequest stopAllDatafeedsRequest = StopDatafeedRequest.stopAllDatafeedsRequest();
|
||||||
|
try {
|
||||||
|
mlClient.stopDatafeed(stopAllDatafeedsRequest, RequestOptions.DEFAULT);
|
||||||
|
} catch (Exception e1) {
|
||||||
|
logger.warn("failed to stop all datafeeds. Forcing stop", e1);
|
||||||
|
try {
|
||||||
|
stopAllDatafeedsRequest.setForce(true);
|
||||||
|
mlClient.stopDatafeed(stopAllDatafeedsRequest, RequestOptions.DEFAULT);
|
||||||
|
} catch (Exception e2) {
|
||||||
|
logger.warn("Force-closing all data feeds failed", e2);
|
||||||
|
}
|
||||||
|
throw new RuntimeException("Had to resort to force-stopping datafeeds, something went wrong?", e1);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
private void deleteAllJobs() throws IOException {
|
||||||
|
closeAllJobs();
|
||||||
|
|
||||||
|
GetJobResponse getJobResponse = mlClient.getJob(GetJobRequest.getAllJobsRequest(), RequestOptions.DEFAULT);
|
||||||
|
for (Job job : getJobResponse.jobs()) {
|
||||||
|
mlClient.deleteJob(new DeleteJobRequest(job.getId()), RequestOptions.DEFAULT);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
private void closeAllJobs() {
|
||||||
|
CloseJobRequest closeAllJobsRequest = CloseJobRequest.closeAllJobsRequest();
|
||||||
|
try {
|
||||||
|
mlClient.closeJob(closeAllJobsRequest, RequestOptions.DEFAULT);
|
||||||
|
} catch (Exception e1) {
|
||||||
|
logger.warn("failed to close all jobs. Forcing closed", e1);
|
||||||
|
closeAllJobsRequest.setForce(true);
|
||||||
|
try {
|
||||||
|
mlClient.closeJob(closeAllJobsRequest, RequestOptions.DEFAULT);
|
||||||
|
} catch (Exception e2) {
|
||||||
|
logger.warn("Force-closing all jobs failed", e2);
|
||||||
|
}
|
||||||
|
throw new RuntimeException("Had to resort to force-closing jobs, something went wrong?", e1);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
|
@ -30,7 +30,7 @@ import org.elasticsearch.action.support.master.AcknowledgedResponse;
|
||||||
import org.elasticsearch.client.ESRestHighLevelClientTestCase;
|
import org.elasticsearch.client.ESRestHighLevelClientTestCase;
|
||||||
import org.elasticsearch.client.MachineLearningGetResultsIT;
|
import org.elasticsearch.client.MachineLearningGetResultsIT;
|
||||||
import org.elasticsearch.client.MachineLearningIT;
|
import org.elasticsearch.client.MachineLearningIT;
|
||||||
import org.elasticsearch.client.MlRestTestStateCleaner;
|
import org.elasticsearch.client.MlTestStateCleaner;
|
||||||
import org.elasticsearch.client.RequestOptions;
|
import org.elasticsearch.client.RequestOptions;
|
||||||
import org.elasticsearch.client.RestHighLevelClient;
|
import org.elasticsearch.client.RestHighLevelClient;
|
||||||
import org.elasticsearch.client.ml.CloseJobRequest;
|
import org.elasticsearch.client.ml.CloseJobRequest;
|
||||||
|
@ -126,7 +126,7 @@ public class MlClientDocumentationIT extends ESRestHighLevelClientTestCase {
|
||||||
|
|
||||||
@After
|
@After
|
||||||
public void cleanUp() throws IOException {
|
public void cleanUp() throws IOException {
|
||||||
new MlRestTestStateCleaner(logger, client()).clearMlMetadata();
|
new MlTestStateCleaner(logger, highLevelClient().machineLearning()).clearMlMetadata();
|
||||||
}
|
}
|
||||||
|
|
||||||
public void testCreateJob() throws Exception {
|
public void testCreateJob() throws Exception {
|
||||||
|
|
Loading…
Reference in New Issue