Though we allow CCS within datafeeds, users could prevent nodes from accessing remote clusters. This can cause mysterious errors and difficult to troubleshoot. This commit adds a check to verify that `cluster.remote.connect` is enabled on the current node when a datafeed is configured with a remote index pattern.
This commit is contained in:
parent
db949847e5
commit
d0c5573a51
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@ -72,6 +72,11 @@ those same roles.
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`indices`::
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`indices`::
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(Required, array) An array of index names. Wildcards are supported. For
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(Required, array) An array of index names. Wildcards are supported. For
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example: `["it_ops_metrics", "server*"]`.
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example: `["it_ops_metrics", "server*"]`.
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+
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--
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NOTE: If any indices are in remote clusters then `cluster.remote.connect` must
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not be set to `false` on any ML node.
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--
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`job_id`::
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`job_id`::
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(Required, string) A numerical character string that uniquely identifies the
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(Required, string) A numerical character string that uniquely identifies the
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@ -49,6 +49,9 @@ public final class Messages {
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public static final String DATAFEED_FREQUENCY_MUST_BE_MULTIPLE_OF_AGGREGATIONS_INTERVAL =
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public static final String DATAFEED_FREQUENCY_MUST_BE_MULTIPLE_OF_AGGREGATIONS_INTERVAL =
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"Datafeed frequency [{0}] must be a multiple of the aggregation interval [{1}]";
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"Datafeed frequency [{0}] must be a multiple of the aggregation interval [{1}]";
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public static final String DATAFEED_ID_ALREADY_TAKEN = "A datafeed with id [{0}] already exists";
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public static final String DATAFEED_ID_ALREADY_TAKEN = "A datafeed with id [{0}] already exists";
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public static final String DATAFEED_NEEDS_REMOTE_CLUSTER_SEARCH = "Datafeed [{0}] is configured with a remote index pattern(s) {1}" +
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" but the current node [{2}] is not allowed to connect to remote clusters." +
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" Please enable cluster.remote.connect for all machine learning nodes.";
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public static final String DATA_FRAME_ANALYTICS_BAD_QUERY_FORMAT = "Data Frame Analytics config query is not parsable";
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public static final String DATA_FRAME_ANALYTICS_BAD_QUERY_FORMAT = "Data Frame Analytics config query is not parsable";
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public static final String DATA_FRAME_ANALYTICS_BAD_FIELD_FILTER = "No field [{0}] could be detected";
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public static final String DATA_FRAME_ANALYTICS_BAD_FIELD_FILTER = "No field [{0}] could be detected";
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@ -546,7 +546,9 @@ public class MachineLearning extends Plugin implements ActionPlugin, AnalysisPlu
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jobConfigProvider,
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jobConfigProvider,
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jobResultsProvider,
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jobResultsProvider,
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datafeedConfigProvider,
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datafeedConfigProvider,
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jobResultsPersister);
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jobResultsPersister,
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settings,
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clusterService.getNodeName());
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DatafeedManager datafeedManager = new DatafeedManager(threadPool, client, clusterService, datafeedJobBuilder,
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DatafeedManager datafeedManager = new DatafeedManager(threadPool, client, clusterService, datafeedJobBuilder,
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System::currentTimeMillis, anomalyDetectionAuditor, autodetectProcessManager);
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System::currentTimeMillis, anomalyDetectionAuditor, autodetectProcessManager);
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this.datafeedManager.set(datafeedManager);
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this.datafeedManager.set(datafeedManager);
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@ -36,6 +36,7 @@ import org.elasticsearch.persistent.PersistentTasksService;
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import org.elasticsearch.rest.RestStatus;
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import org.elasticsearch.rest.RestStatus;
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import org.elasticsearch.tasks.TaskId;
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import org.elasticsearch.tasks.TaskId;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.transport.RemoteClusterService;
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import org.elasticsearch.transport.TransportService;
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import org.elasticsearch.transport.TransportService;
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import org.elasticsearch.xpack.core.XPackField;
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import org.elasticsearch.xpack.core.XPackField;
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import org.elasticsearch.xpack.core.ml.MlTasks;
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import org.elasticsearch.xpack.core.ml.MlTasks;
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@ -46,6 +47,7 @@ import org.elasticsearch.xpack.core.ml.datafeed.DatafeedState;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedTimingStats;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedTimingStats;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.config.JobState;
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import org.elasticsearch.xpack.core.ml.job.config.JobState;
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import org.elasticsearch.xpack.core.ml.job.messages.Messages;
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import org.elasticsearch.xpack.core.ml.utils.ExceptionsHelper;
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import org.elasticsearch.xpack.core.ml.utils.ExceptionsHelper;
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import org.elasticsearch.xpack.ml.MachineLearning;
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import org.elasticsearch.xpack.ml.MachineLearning;
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import org.elasticsearch.xpack.ml.MlConfigMigrationEligibilityCheck;
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import org.elasticsearch.xpack.ml.MlConfigMigrationEligibilityCheck;
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@ -84,6 +86,7 @@ public class TransportStartDatafeedAction extends TransportMasterNodeAction<Star
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private final AnomalyDetectionAuditor auditor;
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private final AnomalyDetectionAuditor auditor;
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private final MlConfigMigrationEligibilityCheck migrationEligibilityCheck;
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private final MlConfigMigrationEligibilityCheck migrationEligibilityCheck;
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private final NamedXContentRegistry xContentRegistry;
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private final NamedXContentRegistry xContentRegistry;
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private final boolean remoteClusterSearchSupported;
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@Inject
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@Inject
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public TransportStartDatafeedAction(Settings settings, TransportService transportService, ThreadPool threadPool,
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public TransportStartDatafeedAction(Settings settings, TransportService transportService, ThreadPool threadPool,
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@ -102,6 +105,7 @@ public class TransportStartDatafeedAction extends TransportMasterNodeAction<Star
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this.auditor = auditor;
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this.auditor = auditor;
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this.migrationEligibilityCheck = new MlConfigMigrationEligibilityCheck(settings, clusterService);
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this.migrationEligibilityCheck = new MlConfigMigrationEligibilityCheck(settings, clusterService);
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this.xContentRegistry = xContentRegistry;
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this.xContentRegistry = xContentRegistry;
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this.remoteClusterSearchSupported = RemoteClusterService.ENABLE_REMOTE_CLUSTERS.get(settings);
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}
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}
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static void validate(Job job,
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static void validate(Job job,
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@ -180,7 +184,7 @@ public class TransportStartDatafeedAction extends TransportMasterNodeAction<Star
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};
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};
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// Verify data extractor factory can be created, then start persistent task
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// Verify data extractor factory can be created, then start persistent task
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Consumer<Job> createDataExtrator = job -> {
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Consumer<Job> createDataExtractor = job -> {
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if (RemoteClusterLicenseChecker.containsRemoteIndex(params.getDatafeedIndices())) {
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if (RemoteClusterLicenseChecker.containsRemoteIndex(params.getDatafeedIndices())) {
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final RemoteClusterLicenseChecker remoteClusterLicenseChecker =
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final RemoteClusterLicenseChecker remoteClusterLicenseChecker =
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new RemoteClusterLicenseChecker(client, XPackLicenseState::isMachineLearningAllowedForOperationMode);
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new RemoteClusterLicenseChecker(client, XPackLicenseState::isMachineLearningAllowedForOperationMode);
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@ -192,6 +196,13 @@ public class TransportStartDatafeedAction extends TransportMasterNodeAction<Star
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response -> {
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response -> {
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if (response.isSuccess() == false) {
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if (response.isSuccess() == false) {
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listener.onFailure(createUnlicensedError(params.getDatafeedId(), response));
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listener.onFailure(createUnlicensedError(params.getDatafeedId(), response));
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} else if (remoteClusterSearchSupported == false) {
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listener.onFailure(
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ExceptionsHelper.badRequestException(Messages.getMessage(
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Messages.DATAFEED_NEEDS_REMOTE_CLUSTER_SEARCH,
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datafeedConfigHolder.get().getId(),
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RemoteClusterLicenseChecker.remoteIndices(datafeedConfigHolder.get().getIndices()),
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clusterService.getNodeName())));
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} else {
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} else {
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createDataExtractor(job, datafeedConfigHolder.get(), params, waitForTaskListener);
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createDataExtractor(job, datafeedConfigHolder.get(), params, waitForTaskListener);
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}
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}
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@ -213,7 +224,7 @@ public class TransportStartDatafeedAction extends TransportMasterNodeAction<Star
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Job job = jobBuilder.build();
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Job job = jobBuilder.build();
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validate(job, datafeedConfigHolder.get(), tasks, xContentRegistry);
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validate(job, datafeedConfigHolder.get(), tasks, xContentRegistry);
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auditDeprecations(datafeedConfigHolder.get(), job, auditor, xContentRegistry);
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auditDeprecations(datafeedConfigHolder.get(), job, auditor, xContentRegistry);
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createDataExtrator.accept(job);
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createDataExtractor.accept(job);
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} catch (Exception e) {
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} catch (Exception e) {
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listener.onFailure(e);
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listener.onFailure(e);
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}
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}
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@ -8,17 +8,22 @@ package org.elasticsearch.xpack.ml.datafeed;
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import org.elasticsearch.ResourceNotFoundException;
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import org.elasticsearch.ResourceNotFoundException;
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import org.elasticsearch.action.ActionListener;
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import org.elasticsearch.action.ActionListener;
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import org.elasticsearch.client.Client;
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import org.elasticsearch.client.Client;
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import org.elasticsearch.common.settings.Settings;
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import org.elasticsearch.common.unit.TimeValue;
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import org.elasticsearch.common.unit.TimeValue;
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import org.elasticsearch.common.xcontent.NamedXContentRegistry;
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import org.elasticsearch.common.xcontent.NamedXContentRegistry;
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import org.elasticsearch.license.RemoteClusterLicenseChecker;
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import org.elasticsearch.transport.RemoteClusterService;
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import org.elasticsearch.xpack.core.action.util.QueryPage;
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import org.elasticsearch.xpack.core.action.util.QueryPage;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedConfig;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedConfig;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedJobValidator;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedJobValidator;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedTimingStats;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedTimingStats;
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import org.elasticsearch.xpack.core.ml.job.config.DataDescription;
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import org.elasticsearch.xpack.core.ml.job.config.DataDescription;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.messages.Messages;
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import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.DataCounts;
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import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.DataCounts;
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import org.elasticsearch.xpack.core.ml.job.results.Bucket;
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import org.elasticsearch.xpack.core.ml.job.results.Bucket;
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import org.elasticsearch.xpack.core.ml.job.results.Result;
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import org.elasticsearch.xpack.core.ml.job.results.Result;
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import org.elasticsearch.xpack.core.ml.utils.ExceptionsHelper;
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import org.elasticsearch.xpack.ml.datafeed.delayeddatacheck.DelayedDataDetector;
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import org.elasticsearch.xpack.ml.datafeed.delayeddatacheck.DelayedDataDetector;
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import org.elasticsearch.xpack.ml.datafeed.delayeddatacheck.DelayedDataDetectorFactory;
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import org.elasticsearch.xpack.ml.datafeed.delayeddatacheck.DelayedDataDetectorFactory;
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import org.elasticsearch.xpack.ml.datafeed.extractor.DataExtractorFactory;
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import org.elasticsearch.xpack.ml.datafeed.extractor.DataExtractorFactory;
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@ -30,6 +35,7 @@ import org.elasticsearch.xpack.ml.job.persistence.JobResultsProvider;
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import org.elasticsearch.xpack.ml.notifications.AnomalyDetectionAuditor;
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import org.elasticsearch.xpack.ml.notifications.AnomalyDetectionAuditor;
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import java.util.Collections;
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import java.util.Collections;
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import java.util.List;
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import java.util.Objects;
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import java.util.Objects;
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import java.util.concurrent.atomic.AtomicReference;
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import java.util.concurrent.atomic.AtomicReference;
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import java.util.function.Consumer;
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import java.util.function.Consumer;
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@ -45,11 +51,13 @@ public class DatafeedJobBuilder {
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private final JobResultsProvider jobResultsProvider;
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private final JobResultsProvider jobResultsProvider;
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private final DatafeedConfigProvider datafeedConfigProvider;
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private final DatafeedConfigProvider datafeedConfigProvider;
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private final JobResultsPersister jobResultsPersister;
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private final JobResultsPersister jobResultsPersister;
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private final boolean remoteClusterSearchSupported;
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private final String nodeName;
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public DatafeedJobBuilder(Client client, NamedXContentRegistry xContentRegistry, AnomalyDetectionAuditor auditor,
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public DatafeedJobBuilder(Client client, NamedXContentRegistry xContentRegistry, AnomalyDetectionAuditor auditor,
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Supplier<Long> currentTimeSupplier, JobConfigProvider jobConfigProvider,
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Supplier<Long> currentTimeSupplier, JobConfigProvider jobConfigProvider,
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JobResultsProvider jobResultsProvider, DatafeedConfigProvider datafeedConfigProvider,
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JobResultsProvider jobResultsProvider, DatafeedConfigProvider datafeedConfigProvider,
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JobResultsPersister jobResultsPersister) {
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JobResultsPersister jobResultsPersister, Settings settings, String nodeName) {
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this.client = client;
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this.client = client;
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this.xContentRegistry = Objects.requireNonNull(xContentRegistry);
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this.xContentRegistry = Objects.requireNonNull(xContentRegistry);
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this.auditor = Objects.requireNonNull(auditor);
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this.auditor = Objects.requireNonNull(auditor);
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@ -58,6 +66,8 @@ public class DatafeedJobBuilder {
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this.jobResultsProvider = Objects.requireNonNull(jobResultsProvider);
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this.jobResultsProvider = Objects.requireNonNull(jobResultsProvider);
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this.datafeedConfigProvider = Objects.requireNonNull(datafeedConfigProvider);
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this.datafeedConfigProvider = Objects.requireNonNull(datafeedConfigProvider);
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this.jobResultsPersister = Objects.requireNonNull(jobResultsPersister);
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this.jobResultsPersister = Objects.requireNonNull(jobResultsPersister);
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this.remoteClusterSearchSupported = RemoteClusterService.ENABLE_REMOTE_CLUSTERS.get(settings);
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this.nodeName = nodeName;
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}
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}
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void build(String datafeedId, ActionListener<DatafeedJob> listener) {
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void build(String datafeedId, ActionListener<DatafeedJob> listener) {
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@ -168,6 +178,18 @@ public class DatafeedJobBuilder {
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configBuilder -> {
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configBuilder -> {
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try {
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try {
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datafeedConfigHolder.set(configBuilder.build());
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datafeedConfigHolder.set(configBuilder.build());
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if (remoteClusterSearchSupported == false) {
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List<String> remoteIndices = RemoteClusterLicenseChecker.remoteIndices(datafeedConfigHolder.get().getIndices());
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if (remoteIndices.isEmpty() == false) {
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listener.onFailure(
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ExceptionsHelper.badRequestException(Messages.getMessage(
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Messages.DATAFEED_NEEDS_REMOTE_CLUSTER_SEARCH,
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configBuilder.getId(),
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remoteIndices,
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nodeName)));
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return;
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}
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}
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jobConfigProvider.getJob(datafeedConfigHolder.get().getJobId(), jobConfigListener);
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jobConfigProvider.getJob(datafeedConfigHolder.get().getJobId(), jobConfigListener);
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} catch (Exception e) {
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} catch (Exception e) {
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listener.onFailure(e);
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listener.onFailure(e);
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@ -13,10 +13,12 @@ import org.elasticsearch.common.util.concurrent.ThreadContext;
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import org.elasticsearch.mock.orig.Mockito;
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import org.elasticsearch.mock.orig.Mockito;
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import org.elasticsearch.test.ESTestCase;
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import org.elasticsearch.test.ESTestCase;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.transport.RemoteClusterService;
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import org.elasticsearch.xpack.core.action.util.QueryPage;
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import org.elasticsearch.xpack.core.action.util.QueryPage;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedConfig;
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import org.elasticsearch.xpack.core.ml.datafeed.DatafeedConfig;
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import org.elasticsearch.xpack.core.ml.job.config.DataDescription;
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import org.elasticsearch.xpack.core.ml.job.config.DataDescription;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.config.Job;
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import org.elasticsearch.xpack.core.ml.job.messages.Messages;
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import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.DataCounts;
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import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.DataCounts;
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import org.elasticsearch.xpack.core.ml.job.results.Bucket;
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import org.elasticsearch.xpack.core.ml.job.results.Bucket;
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import org.elasticsearch.xpack.ml.datafeed.persistence.DatafeedConfigProvider;
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import org.elasticsearch.xpack.ml.datafeed.persistence.DatafeedConfigProvider;
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@ -92,7 +94,9 @@ public class DatafeedJobBuilderTests extends ESTestCase {
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jobConfigProvider,
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jobConfigProvider,
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jobResultsProvider,
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jobResultsProvider,
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datafeedConfigProvider,
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datafeedConfigProvider,
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jobResultsPersister);
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jobResultsPersister,
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Settings.EMPTY,
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"test_node");
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}
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}
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|
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public void testBuild_GivenScrollDatafeedAndNewJob() throws Exception {
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public void testBuild_GivenScrollDatafeedAndNewJob() throws Exception {
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@ -202,6 +206,46 @@ public class DatafeedJobBuilderTests extends ESTestCase {
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verify(taskHandler).accept(error);
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verify(taskHandler).accept(error);
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}
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}
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|
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public void testBuildGivenRemoteIndicesButNoRemoteSearching() throws Exception {
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Settings settings = Settings.builder().put(RemoteClusterService.ENABLE_REMOTE_CLUSTERS.getKey(), false).build();
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datafeedJobBuilder =
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new DatafeedJobBuilder(
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client,
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xContentRegistry(),
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auditor,
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|
System::currentTimeMillis,
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jobConfigProvider,
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jobResultsProvider,
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datafeedConfigProvider,
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jobResultsPersister,
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settings,
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"test_node");
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DataDescription.Builder dataDescription = new DataDescription.Builder();
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dataDescription.setTimeField("time");
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Job.Builder jobBuilder = DatafeedManagerTests.createDatafeedJob();
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jobBuilder.setDataDescription(dataDescription);
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jobBuilder.setCreateTime(new Date());
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DatafeedConfig.Builder datafeed = DatafeedManagerTests.createDatafeedConfig("datafeed1", jobBuilder.getId());
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datafeed.setIndices(Collections.singletonList("remotecluster:index-*"));
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|
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AtomicBoolean wasHandlerCalled = new AtomicBoolean(false);
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ActionListener<DatafeedJob> datafeedJobHandler = ActionListener.wrap(
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datafeedJob -> fail("datafeed builder did not fail when remote index was given and remote clusters were not enabled"),
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e -> {
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assertThat(e.getMessage(), equalTo(Messages.getMessage(Messages.DATAFEED_NEEDS_REMOTE_CLUSTER_SEARCH,
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"datafeed1",
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"[remotecluster:index-*]",
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"test_node")));
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wasHandlerCalled.compareAndSet(false, true);
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}
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);
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|
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givenJob(jobBuilder);
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givenDatafeed(datafeed);
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datafeedJobBuilder.build("datafeed1", datafeedJobHandler);
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assertBusy(() -> wasHandlerCalled.get());
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}
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|
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private void givenJob(Job.Builder job) {
|
private void givenJob(Job.Builder job) {
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Mockito.doAnswer(invocationOnMock -> {
|
Mockito.doAnswer(invocationOnMock -> {
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@SuppressWarnings("unchecked")
|
@SuppressWarnings("unchecked")
|
||||||
|
|
Loading…
Reference in New Issue