[ML-FC] do not allow durations below the bucket span (elastic/x-pack-elasticsearch#3166)
do not allow durations below the bucket span Original commit: elastic/x-pack-elasticsearch@0e895c1ddd
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c2ff796fea
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@ -26,6 +26,7 @@ import org.elasticsearch.common.xcontent.XContentBuilder;
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import org.elasticsearch.common.xcontent.XContentParser;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.transport.TransportService;
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import org.elasticsearch.xpack.ml.job.JobManager;
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import org.elasticsearch.xpack.ml.job.config.Job;
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import org.elasticsearch.xpack.ml.job.process.autodetect.AutodetectProcessManager;
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import org.elasticsearch.xpack.ml.job.process.autodetect.params.ForecastParams;
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@ -34,6 +35,8 @@ import org.elasticsearch.xpack.ml.job.results.Forecast;
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import java.io.IOException;
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import java.util.Objects;
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import static org.elasticsearch.xpack.ml.action.ForecastJobAction.Request.DURATION;
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public class ForecastJobAction extends Action<ForecastJobAction.Request, ForecastJobAction.Response, ForecastJobAction.RequestBuilder> {
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public static final ForecastJobAction INSTANCE = new ForecastJobAction();
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@ -244,13 +247,16 @@ public class ForecastJobAction extends Action<ForecastJobAction.Request, Forecas
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public static class TransportAction extends TransportJobTaskAction<Request, Response> {
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private final JobManager jobManager;
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@Inject
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public TransportAction(Settings settings, TransportService transportService, ThreadPool threadPool, ClusterService clusterService,
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ActionFilters actionFilters, IndexNameExpressionResolver indexNameExpressionResolver,
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AutodetectProcessManager processManager) {
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JobManager jobManager, AutodetectProcessManager processManager) {
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super(settings, ForecastJobAction.NAME, threadPool, clusterService, transportService, actionFilters,
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indexNameExpressionResolver, ForecastJobAction.Request::new, ForecastJobAction.Response::new, ThreadPool.Names.SAME,
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processManager);
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this.jobManager = jobManager;
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// ThreadPool.Names.SAME, because operations is executed by autodetect worker thread
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}
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@ -265,6 +271,16 @@ public class ForecastJobAction extends Action<ForecastJobAction.Request, Forecas
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protected void taskOperation(Request request, OpenJobAction.JobTask task, ActionListener<Response> listener) {
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ForecastParams.Builder paramsBuilder = ForecastParams.builder();
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if (request.getDuration() != null) {
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TimeValue duration = request.getDuration();
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TimeValue bucketSpan = jobManager.getJobOrThrowIfUnknown(task.getJobId()).getAnalysisConfig().getBucketSpan();
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if (duration.compareTo(bucketSpan) < 0) {
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throw new IllegalArgumentException(
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"[" + DURATION.getPreferredName()
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+ "] must be greater or equal to the bucket span: ["
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+ duration.getStringRep() + "/" + bucketSpan.getStringRep() + "]");
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}
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paramsBuilder.duration(request.getDuration());
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}
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if (request.getExpiresIn() != null) {
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@ -5,6 +5,7 @@
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*/
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package org.elasticsearch.xpack.ml.integration;
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import org.elasticsearch.ElasticsearchException;
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import org.elasticsearch.common.unit.TimeValue;
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import org.elasticsearch.xpack.ml.job.config.AnalysisConfig;
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import org.elasticsearch.xpack.ml.job.config.DataDescription;
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@ -134,6 +135,27 @@ public class ForecastIT extends MlNativeAutodetectIntegTestCase {
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}
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}
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public void testDurationCannotBeLessThanBucketSpan() throws Exception {
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Detector.Builder detector = new Detector.Builder("mean", "value");
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TimeValue bucketSpan = TimeValue.timeValueHours(1);
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AnalysisConfig.Builder analysisConfig = new AnalysisConfig.Builder(Collections.singletonList(detector.build()));
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analysisConfig.setBucketSpan(bucketSpan);
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DataDescription.Builder dataDescription = new DataDescription.Builder();
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dataDescription.setTimeFormat("epoch");
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Job.Builder job = new Job.Builder("forecast-it-test-duration-bucket-span");
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job.setAnalysisConfig(analysisConfig);
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job.setDataDescription(dataDescription);
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registerJob(job);
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putJob(job);
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openJob(job.getId());
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ElasticsearchException e = expectThrows(ElasticsearchException.class,() -> forecast(job.getId(),
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TimeValue.timeValueMinutes(10), null));
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assertThat(e.getMessage(),
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equalTo("java.lang.IllegalArgumentException: [duration] must be greater or equal to the bucket span: [10m/1h]"));
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}
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private static Map<String, Object> createRecord(long timestamp, double value) {
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Map<String, Object> record = new HashMap<>();
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record.put("time", timestamp);
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