[ML] Job in Index: Convert job data remover to work with index configs

x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/action/TransportDeleteExpiredDataAction.java

@@ -56,9 +56,9 @@ protected void doExecute(DeleteExpiredDataAction.Request request, ActionListener
     private void deleteExpiredData(ActionListener<DeleteExpiredDataAction.Response> listener) {
         Auditor auditor = new Auditor(client, clusterService.nodeName());
         List<MlDataRemover> dataRemovers = Arrays.asList(
-                new ExpiredResultsRemover(client, clusterService, auditor),
+                new ExpiredResultsRemover(client, auditor),
                 new ExpiredForecastsRemover(client, threadPool),
-                new ExpiredModelSnapshotsRemover(client, threadPool, clusterService),
+                new ExpiredModelSnapshotsRemover(client, threadPool),
                 new UnusedStateRemover(client, clusterService)
         );
         Iterator<MlDataRemover> dataRemoversIterator = new VolatileCursorIterator<>(dataRemovers);

x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/job/persistence/BatchedJobsIterator.java

@@ -0,0 +1,44 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+package org.elasticsearch.xpack.ml.job.persistence;
+
+import org.elasticsearch.ElasticsearchParseException;
+import org.elasticsearch.client.Client;
+import org.elasticsearch.common.xcontent.LoggingDeprecationHandler;
+import org.elasticsearch.common.xcontent.NamedXContentRegistry;
+import org.elasticsearch.common.xcontent.XContentFactory;
+import org.elasticsearch.common.xcontent.XContentParser;
+import org.elasticsearch.common.xcontent.XContentType;
+import org.elasticsearch.index.query.QueryBuilder;
+import org.elasticsearch.index.query.TermQueryBuilder;
+import org.elasticsearch.search.SearchHit;
+import org.elasticsearch.xpack.core.ml.job.config.Job;
+
+import java.io.IOException;
+import java.io.InputStream;
+
+public class BatchedJobsIterator extends BatchedDocumentsIterator<Job.Builder> {
+
+    public BatchedJobsIterator(Client client, String index) {
+        super(client, index);
+    }
+
+    @Override
+    protected QueryBuilder getQuery() {
+        return new TermQueryBuilder(Job.JOB_TYPE.getPreferredName(), Job.ANOMALY_DETECTOR_JOB_TYPE);
+    }
+
+    @Override
+    protected Job.Builder map(SearchHit hit) {
+        try (InputStream stream = hit.getSourceRef().streamInput();
+             XContentParser parser = XContentFactory.xContent(XContentType.JSON)
+                     .createParser(NamedXContentRegistry.EMPTY, LoggingDeprecationHandler.INSTANCE, stream)) {
+            return Job.LENIENT_PARSER.apply(parser, null);
+        } catch (IOException e) {
+            throw new ElasticsearchParseException("failed to parse job document [" + hit.getId() + "]", e);
+        }
+    }
+}

x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/job/retention/AbstractExpiredJobDataRemover.java

@@ -6,23 +6,23 @@
 package org.elasticsearch.xpack.ml.job.retention;
 
 import org.elasticsearch.action.ActionListener;
-import org.elasticsearch.cluster.ClusterState;
-import org.elasticsearch.cluster.service.ClusterService;
+import org.elasticsearch.client.Client;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.index.query.BoolQueryBuilder;
 import org.elasticsearch.index.query.QueryBuilders;
-import org.elasticsearch.xpack.core.ml.MlMetadata;
 import org.elasticsearch.xpack.core.ml.job.config.Job;
+import org.elasticsearch.xpack.core.ml.job.persistence.AnomalyDetectorsIndex;
 import org.elasticsearch.xpack.core.ml.job.results.Result;
+import org.elasticsearch.xpack.ml.job.persistence.BatchedJobsIterator;
 import org.elasticsearch.xpack.ml.utils.VolatileCursorIterator;
 import org.joda.time.DateTime;
 import org.joda.time.chrono.ISOChronology;
 
-import java.util.ArrayList;
+import java.util.Deque;
 import java.util.Iterator;
 import java.util.List;
-import java.util.Objects;
 import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
 
 /**
  * Removes job data that expired with respect to their retention period.
@@ -33,23 +33,29 @@
  */
 abstract class AbstractExpiredJobDataRemover implements MlDataRemover {
 
-    private final ClusterService clusterService;
+    private final Client client;
 
-    AbstractExpiredJobDataRemover(ClusterService clusterService) {
-        this.clusterService = Objects.requireNonNull(clusterService);
+    AbstractExpiredJobDataRemover(Client client) {
+        this.client = client;
     }
 
     @Override
     public void remove(ActionListener<Boolean> listener) {
         removeData(newJobIterator(), listener);
     }
 
-    private void removeData(Iterator<Job> jobIterator, ActionListener<Boolean> listener) {
+    private void removeData(WrappedBatchedJobsIterator jobIterator, ActionListener<Boolean> listener) {
         if (jobIterator.hasNext() == false) {
             listener.onResponse(true);
             return;
         }
         Job job = jobIterator.next();
+        if (job == null) {
+            // maybe null of the batched iterator search return no results
+            listener.onResponse(true);
+            return;
+        }
+
         Long retentionDays = getRetentionDays(job);
         if (retentionDays == null) {
             removeData(jobIterator, listener);
@@ -59,14 +65,9 @@ private void removeData(Iterator<Job> jobIterator, ActionListener<Boolean> liste
         removeDataBefore(job, cutoffEpochMs, ActionListener.wrap(response -> removeData(jobIterator, listener), listener::onFailure));
     }
 
-    private Iterator<Job> newJobIterator() {
-        ClusterState clusterState = clusterService.state();
-        List<Job> jobs = new ArrayList<>(MlMetadata.getMlMetadata(clusterState).getJobs().values());
-        return createVolatileCursorIterator(jobs);
-    }
-
-    protected static <T> Iterator<T> createVolatileCursorIterator(List<T> items) {
-        return new VolatileCursorIterator<T>(items);
+    private WrappedBatchedJobsIterator newJobIterator() {
+        BatchedJobsIterator jobsIterator = new BatchedJobsIterator(client, AnomalyDetectorsIndex.configIndexName());
+        return new WrappedBatchedJobsIterator(jobsIterator);
     }
 
     private long calcCutoffEpochMs(long retentionDays) {
@@ -87,4 +88,49 @@ protected static BoolQueryBuilder createQuery(String jobId, long cutoffEpochMs)
                 .filter(QueryBuilders.termQuery(Job.ID.getPreferredName(), jobId))
                 .filter(QueryBuilders.rangeQuery(Result.TIMESTAMP.getPreferredName()).lt(cutoffEpochMs).format("epoch_millis"));
     }
+
+    /**
+     * BatchedJobsIterator efficiently returns batches of jobs using a scroll
+     * search but AbstractExpiredJobDataRemover works with one job at a time.
+     * This class abstracts away the logic of pulling one job at a time from
+     * multiple batches.
+     */
+    private class WrappedBatchedJobsIterator implements Iterator<Job> {
+        private final BatchedJobsIterator batchedIterator;
+        private VolatileCursorIterator<Job> batch;
+
+        WrappedBatchedJobsIterator(BatchedJobsIterator batchedIterator) {
+            this.batchedIterator = batchedIterator;
+        }
+
+        @Override
+        public boolean hasNext() {
+            return (batch != null && batch.hasNext()) || batchedIterator.hasNext();
+        }
+
+        /**
+         * Before BatchedJobsIterator has run a search it reports hasNext == true
+         * but the first search may return no results. In that case null is return
+         * and clients have to handle null.
+         */
+        @Override
+        public Job next() {
+            if (batch != null && batch.hasNext()) {
+                return batch.next();
+            }
+
+            // batch is either null or all its elements have been iterated.
+            // get the next batch
+            batch = createBatchIteratorFromBatch(batchedIterator.next());
+
+            // BatchedJobsIterator.hasNext maybe true if searching the first time
+            // but no results are returned.
+            return batch.hasNext() ? batch.next() : null;
+        }
+
+        private VolatileCursorIterator<Job> createBatchIteratorFromBatch(Deque<Job.Builder> builders) {
+            List<Job> jobs = builders.stream().map(Job.Builder::build).collect(Collectors.toList());
+            return new VolatileCursorIterator<>(jobs);
+        }
+    }
 }

x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/job/retention/ExpiredModelSnapshotsRemover.java

@@ -14,7 +14,6 @@
 import org.elasticsearch.action.support.ThreadedActionListener;
 import org.elasticsearch.action.support.master.AcknowledgedResponse;
 import org.elasticsearch.client.Client;
-import org.elasticsearch.cluster.service.ClusterService;
 import org.elasticsearch.common.logging.Loggers;
 import org.elasticsearch.index.query.QueryBuilder;
 import org.elasticsearch.index.query.QueryBuilders;
@@ -27,6 +26,7 @@
 import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.ModelSnapshot;
 import org.elasticsearch.xpack.core.ml.job.process.autodetect.state.ModelSnapshotField;
 import org.elasticsearch.xpack.ml.MachineLearning;
+import org.elasticsearch.xpack.ml.utils.VolatileCursorIterator;
 
 import java.util.ArrayList;
 import java.util.Iterator;
@@ -57,8 +57,8 @@ public class ExpiredModelSnapshotsRemover extends AbstractExpiredJobDataRemover
     private final Client client;
     private final ThreadPool threadPool;
 
-    public ExpiredModelSnapshotsRemover(Client client, ThreadPool threadPool, ClusterService clusterService) {
-        super(clusterService);
+    public ExpiredModelSnapshotsRemover(Client client, ThreadPool threadPool) {
+        super(client);
         this.client = Objects.requireNonNull(client);
         this.threadPool = Objects.requireNonNull(threadPool);
     }
@@ -103,7 +103,7 @@ public void onResponse(SearchResponse searchResponse) {
                     for (SearchHit hit : searchResponse.getHits()) {
                         modelSnapshots.add(ModelSnapshot.fromJson(hit.getSourceRef()));
                     }
-                    deleteModelSnapshots(createVolatileCursorIterator(modelSnapshots), listener);
+                    deleteModelSnapshots(new VolatileCursorIterator<>(modelSnapshots), listener);
                 } catch (Exception e) {
                     onFailure(e);
                 }

x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/job/retention/ExpiredResultsRemover.java

@@ -9,7 +9,6 @@
 import org.elasticsearch.ElasticsearchException;
 import org.elasticsearch.action.ActionListener;
 import org.elasticsearch.client.Client;
-import org.elasticsearch.cluster.service.ClusterService;
 import org.elasticsearch.common.logging.Loggers;
 import org.elasticsearch.index.query.QueryBuilder;
 import org.elasticsearch.index.query.QueryBuilders;
@@ -48,8 +47,8 @@ public class ExpiredResultsRemover extends AbstractExpiredJobDataRemover {
     private final Client client;
     private final Auditor auditor;
 
-    public ExpiredResultsRemover(Client client, ClusterService clusterService, Auditor auditor) {
-        super(clusterService);
+    public ExpiredResultsRemover(Client client, Auditor auditor) {
+        super(client);
         this.client = Objects.requireNonNull(client);
         this.auditor = Objects.requireNonNull(auditor);
     }