Merge branch 'master' into ccr

* master:
  Painless: Add Bindings (#33042)
  Update version after client credentials backport
  Fix forbidden apis on FIPS (#33202)
  Remote 6.x transport BWC Layer for `_shrink` (#33236)
  Test fix - Graph HLRC tests needed another field adding to randomisation exception list
  HLRC: Add ML Get Records API (#33085)
  [ML] Fix character set finder bug with unencodable charsets (#33234)
  TESTS: Fix overly long lines (#33240)
  Test fix - Graph HLRC test was missing field name to be excluded from randomisation logic
  Remove unsupported group_shard_failures parameter (#33208)
  Update BucketUtils#suggestShardSideQueueSize signature (#33210)
  Parse PEM Key files leniantly (#33173)
  INGEST: Add Pipeline Processor (#32473)
  Core: Add java time xcontent serializers (#33120)
  Consider multi release jars when running third party audit (#33206)
  Update MSI documentation (#31950)
  HLRC: create base timed request class (#33216)
  [DOCS] Fixes command page titles
  HLRC: Move ML protocol classes into client ml package (#33203)
  Scroll queries asking for rescore are considered invalid (#32918)
  Painless: Fix Semicolon Regression (#33212)
  ingest: minor - update test to include dissect (#33211)
  Switch remaining LLREST usage to new style Requests (#33171)
  HLREST: add reindex API (#32679)

buildSrc/src/main/groovy/org/elasticsearch/gradle/precommit/PrecommitTasks.groovy

@@ -87,6 +87,7 @@ class PrecommitTasks {
             dependsOn(buildResources)
             signatureFile = buildResources.copy("forbidden/third-party-audit.txt")
             javaHome = project.runtimeJavaHome
+            targetCompatibility = project.runtimeJavaVersion
         }
         return thirdPartyAuditTask
     }

buildSrc/src/main/java/org/elasticsearch/gradle/precommit/ThirdPartyAuditTask.java

@@ -23,6 +23,7 @@ import org.elasticsearch.gradle.JdkJarHellCheck;
 import org.elasticsearch.test.NamingConventionsCheck;
 import org.gradle.api.DefaultTask;
 import org.gradle.api.GradleException;
+import org.gradle.api.JavaVersion;
 import org.gradle.api.artifacts.Configuration;
 import org.gradle.api.file.FileCollection;
 import org.gradle.api.tasks.Input;
@@ -66,6 +67,17 @@ public class ThirdPartyAuditTask extends DefaultTask {
 
     private String javaHome;
 
+    private JavaVersion targetCompatibility;
+
+    @Input
+    public JavaVersion getTargetCompatibility() {
+        return targetCompatibility;
+    }
+
+    public void setTargetCompatibility(JavaVersion targetCompatibility) {
+        this.targetCompatibility = targetCompatibility;
+    }
+
     @InputFiles
     public Configuration getForbiddenAPIsConfiguration() {
         return getProject().getConfigurations().getByName("forbiddenApisCliJar");
@@ -157,10 +169,19 @@ public class ThirdPartyAuditTask extends DefaultTask {
 
     private void extractJars(FileCollection jars) {
         File jarExpandDir = getJarExpandDir();
+        // We need to clean up to make sure old dependencies don't linger
+        getProject().delete(jarExpandDir);
         jars.forEach(jar ->
             getProject().copy(spec -> {
                 spec.from(getProject().zipTree(jar));
                 spec.into(jarExpandDir);
+                // Exclude classes for multi release jars above target
+                for (int i = Integer.parseInt(targetCompatibility.getMajorVersion()) + 1;
+                     i <= Integer.parseInt(JavaVersion.VERSION_HIGHER.getMajorVersion());
+                     i++
+                ) {
+                  spec.exclude("META-INF/versions/" + i + "/**");
+                }
             })
         );
     }

client/rest-high-level/src/main/java/org/elasticsearch/client/MLRequestConverters.java

@@ -24,13 +24,14 @@ import org.apache.http.client.methods.HttpGet;
 import org.apache.http.client.methods.HttpPost;
 import org.apache.http.client.methods.HttpPut;
 import org.elasticsearch.client.RequestConverters.EndpointBuilder;
+import org.elasticsearch.client.ml.CloseJobRequest;
+import org.elasticsearch.client.ml.DeleteJobRequest;
+import org.elasticsearch.client.ml.GetBucketsRequest;
+import org.elasticsearch.client.ml.GetJobRequest;
+import org.elasticsearch.client.ml.GetRecordsRequest;
+import org.elasticsearch.client.ml.OpenJobRequest;
+import org.elasticsearch.client.ml.PutJobRequest;
 import org.elasticsearch.common.Strings;
-import org.elasticsearch.protocol.xpack.ml.CloseJobRequest;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsRequest;
-import org.elasticsearch.protocol.xpack.ml.OpenJobRequest;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
 
 import java.io.IOException;
 
@@ -124,4 +125,18 @@ final class MLRequestConverters {
         request.setEntity(createEntity(getBucketsRequest, REQUEST_BODY_CONTENT_TYPE));
         return request;
     }
+
+    static Request getRecords(GetRecordsRequest getRecordsRequest) throws IOException {
+        String endpoint = new EndpointBuilder()
+                .addPathPartAsIs("_xpack")
+                .addPathPartAsIs("ml")
+                .addPathPartAsIs("anomaly_detectors")
+                .addPathPart(getRecordsRequest.getJobId())
+                .addPathPartAsIs("results")
+                .addPathPartAsIs("records")
+                .build();
+        Request request = new Request(HttpGet.METHOD_NAME, endpoint);
+        request.setEntity(createEntity(getRecordsRequest, REQUEST_BODY_CONTENT_TYPE));
+        return request;
+    }
 }

client/rest-high-level/src/main/java/org/elasticsearch/client/MachineLearningClient.java

@@ -19,18 +19,20 @@
 package org.elasticsearch.client;
 
 import org.elasticsearch.action.ActionListener;
-import org.elasticsearch.protocol.xpack.ml.CloseJobRequest;
+import org.elasticsearch.client.ml.CloseJobRequest;
-import org.elasticsearch.protocol.xpack.ml.CloseJobResponse;
+import org.elasticsearch.client.ml.CloseJobResponse;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobRequest;
+import org.elasticsearch.client.ml.DeleteJobRequest;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobResponse;
+import org.elasticsearch.client.ml.DeleteJobResponse;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsRequest;
+import org.elasticsearch.client.ml.GetBucketsRequest;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsResponse;
+import org.elasticsearch.client.ml.GetBucketsResponse;
-import org.elasticsearch.protocol.xpack.ml.GetJobRequest;
+import org.elasticsearch.client.ml.GetJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetJobResponse;
+import org.elasticsearch.client.ml.GetJobResponse;
-import org.elasticsearch.protocol.xpack.ml.OpenJobRequest;
+import org.elasticsearch.client.ml.GetRecordsRequest;
-import org.elasticsearch.protocol.xpack.ml.OpenJobResponse;
+import org.elasticsearch.client.ml.GetRecordsResponse;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
+import org.elasticsearch.client.ml.OpenJobRequest;
-import org.elasticsearch.protocol.xpack.ml.PutJobResponse;
+import org.elasticsearch.client.ml.OpenJobResponse;
+import org.elasticsearch.client.ml.PutJobRequest;
+import org.elasticsearch.client.ml.PutJobResponse;
 
 import java.io.IOException;
 import java.util.Collections;
@@ -56,9 +58,9 @@ public final class MachineLearningClient {
      * For additional info
      * see <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-put-job.html">ML PUT job documentation</a>
      *
-     * @param request The PutJobRequest containing the {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} settings
+     * @param request The PutJobRequest containing the {@link org.elasticsearch.client.ml.job.config.Job} settings
      * @param options Additional request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
-     * @return PutJobResponse with enclosed {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} object
+     * @return PutJobResponse with enclosed {@link org.elasticsearch.client.ml.job.config.Job} object
      * @throws IOException when there is a serialization issue sending the request or receiving the response
      */
     public PutJobResponse putJob(PutJobRequest request, RequestOptions options) throws IOException {
@@ -75,7 +77,7 @@ public final class MachineLearningClient {
      * For additional info
      * see <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-put-job.html">ML PUT job documentation</a>
      *
-     * @param request  The request containing the {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} settings
+     * @param request  The request containing the {@link org.elasticsearch.client.ml.job.config.Job} settings
      * @param options  Additional request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
      * @param listener Listener to be notified upon request completion
      */
@@ -98,7 +100,7 @@ public final class MachineLearningClient {
      * @param request {@link GetJobRequest} Request containing a list of jobId(s) and additional options
      * @param options  Additional request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
      * @return {@link GetJobResponse} response object containing
-     * the {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} objects and the number of jobs found
+     * the {@link org.elasticsearch.client.ml.job.config.Job} objects and the number of jobs found
      * @throws IOException when there is a serialization issue sending the request or receiving the response
      */
     public GetJobResponse getJob(GetJobRequest request, RequestOptions options) throws IOException {
@@ -285,4 +287,40 @@ public final class MachineLearningClient {
                 listener,
                 Collections.emptySet());
      }
+
+    /**
+     * Gets the records for a Machine Learning Job.
+     * <p>
+     * For additional info
+     * see <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-record.html">ML GET records documentation</a>
+     *
+     * @param request  the request
+     * @param options  Additional request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
+     */
+    public GetRecordsResponse getRecords(GetRecordsRequest request, RequestOptions options) throws IOException {
+        return restHighLevelClient.performRequestAndParseEntity(request,
+                MLRequestConverters::getRecords,
+                options,
+                GetRecordsResponse::fromXContent,
+                Collections.emptySet());
+    }
+
+    /**
+     * Gets the records for a Machine Learning Job, notifies listener once the requested records are retrieved.
+     * <p>
+     * For additional info
+     * see <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-record.html">ML GET records documentation</a>
+     *
+     * @param request  the request
+     * @param options  Additional request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
+     * @param listener Listener to be notified upon request completion
+     */
+    public void getRecordsAsync(GetRecordsRequest request, RequestOptions options, ActionListener<GetRecordsResponse> listener) {
+        restHighLevelClient.performRequestAsyncAndParseEntity(request,
+                MLRequestConverters::getRecords,
+                options,
+                GetRecordsResponse::fromXContent,
+                listener,
+                Collections.emptySet());
+    }
 }

client/rest-high-level/src/main/java/org/elasticsearch/client/RequestConverters.java

@@ -106,6 +106,7 @@ import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.common.xcontent.XContentType;
 import org.elasticsearch.index.VersionType;
 import org.elasticsearch.index.rankeval.RankEvalRequest;
+import org.elasticsearch.index.reindex.ReindexRequest;
 import org.elasticsearch.protocol.xpack.XPackInfoRequest;
 import org.elasticsearch.protocol.xpack.XPackUsageRequest;
 import org.elasticsearch.protocol.xpack.license.DeleteLicenseRequest;
@@ -820,6 +821,21 @@ final class RequestConverters {
         return request;
     }
 
+    static Request reindex(ReindexRequest reindexRequest) throws IOException {
+        String endpoint = new EndpointBuilder().addPathPart("_reindex").build();
+        Request request = new Request(HttpPost.METHOD_NAME, endpoint);
+        Params params = new Params(request)
+            .withRefresh(reindexRequest.isRefresh())
+            .withTimeout(reindexRequest.getTimeout())
+            .withWaitForActiveShards(reindexRequest.getWaitForActiveShards());
+
+        if (reindexRequest.getScrollTime() != null) {
+            params.putParam("scroll", reindexRequest.getScrollTime());
+        }
+        request.setEntity(createEntity(reindexRequest, REQUEST_BODY_CONTENT_TYPE));
+        return request;
+    }
+
     static Request rollover(RolloverRequest rolloverRequest) throws IOException {
         String endpoint = new EndpointBuilder().addPathPart(rolloverRequest.getAlias()).addPathPartAsIs("_rollover")
                 .addPathPart(rolloverRequest.getNewIndexName()).build();

client/rest-high-level/src/main/java/org/elasticsearch/client/RestHighLevelClient.java

@@ -64,6 +64,8 @@ import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.common.xcontent.XContentType;
 import org.elasticsearch.index.rankeval.RankEvalRequest;
 import org.elasticsearch.index.rankeval.RankEvalResponse;
+import org.elasticsearch.index.reindex.BulkByScrollResponse;
+import org.elasticsearch.index.reindex.ReindexRequest;
 import org.elasticsearch.plugins.spi.NamedXContentProvider;
 import org.elasticsearch.rest.BytesRestResponse;
 import org.elasticsearch.rest.RestStatus;
@@ -395,6 +397,33 @@ public class RestHighLevelClient implements Closeable {
         performRequestAsyncAndParseEntity(bulkRequest, RequestConverters::bulk, options, BulkResponse::fromXContent, listener, emptySet());
     }
 
+    /**
+     * Executes a reindex request.
+     * See <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-reindex.html">Reindex API on elastic.co</a>
+     * @param reindexRequest the request
+     * @param options the request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
+     * @return the response
+     * @throws IOException in case there is a problem sending the request or parsing back the response
+     */
+    public final BulkByScrollResponse reindex(ReindexRequest reindexRequest, RequestOptions options) throws IOException {
+        return performRequestAndParseEntity(
+            reindexRequest, RequestConverters::reindex, options, BulkByScrollResponse::fromXContent, emptySet()
+        );
+    }
+
+    /**
+     * Asynchronously executes a reindex request.
+     * See <a href="https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-reindex.html">Reindex API on elastic.co</a>
+     * @param reindexRequest the request
+     * @param options the request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized
+     * @param listener the listener to be notified upon request completion
+     */
+    public final void reindexAsync(ReindexRequest reindexRequest, RequestOptions options, ActionListener<BulkByScrollResponse> listener) {
+        performRequestAsyncAndParseEntity(
+            reindexRequest, RequestConverters::reindex, options, BulkByScrollResponse::fromXContent, listener, emptySet()
+        );
+    }
+
     /**
      * Pings the remote Elasticsearch cluster and returns true if the ping succeeded, false otherwise
      * @param options the request options (e.g. headers), use {@link RequestOptions#DEFAULT} if nothing needs to be customized

client/rest-high-level/src/main/java/org/elasticsearch/client/TimedRequest.java

@@ -0,0 +1,56 @@
+/*
+ * 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.elasticsearch.common.unit.TimeValue;
+
+/**
+ * A base request for any requests that supply timeouts.
+ *
+ * Please note, any requests that use a ackTimeout should set timeout as they
+ * represent the same backing field on the server.
+ */
+public class TimedRequest implements Validatable {
+
+    private TimeValue timeout;
+    private TimeValue masterTimeout;
+
+    public void setTimeout(TimeValue timeout) {
+        this.timeout = timeout;
+
+    }
+
+    public void setMasterTimeout(TimeValue masterTimeout) {
+        this.masterTimeout = masterTimeout;
+    }
+
+    /**
+     * Returns the request timeout
+     */
+    public TimeValue timeout() {
+        return timeout;
+    }
+
+    /**
+     * Returns the timeout for the request to be completed on the master node
+     */
+    public TimeValue masterNodeTimeout() {
+        return masterTimeout;
+    }
+}

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/AbstractResultResponse.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionResponse;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/CloseJobRequest.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/CloseJobResponse.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionResponse;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/DeleteJobRequest.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/DeleteJobResponse.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.support.master.AcknowledgedResponse;
 import org.elasticsearch.common.xcontent.XContentParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetBucketsRequest.java

@@ -16,17 +16,17 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.results.Result;
+import org.elasticsearch.client.ml.job.util.PageParams;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.results.Result;
-import org.elasticsearch.protocol.xpack.ml.job.util.PageParams;
 
 import java.io.IOException;
 import java.util.Objects;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetBucketsResponse.java

@@ -16,12 +16,12 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.results.Bucket;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.results.Bucket;
 
 import java.io.IOException;
 import java.util.List;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetJobRequest.java

@@ -16,10 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.ToXContentObject;
@@ -32,7 +33,7 @@ import java.util.List;
 import java.util.Objects;
 
 /**
- * Request object to get {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} objects with the matching `jobId`s or
+ * Request object to get {@link Job} objects with the matching `jobId`s or
  * `groupName`s.
  *
  * `_all` explicitly gets all the jobs in the cluster
@@ -66,7 +67,7 @@ public class GetJobRequest extends ActionRequest implements ToXContentObject {
     }
 
     /**
-     * Get the specified {@link org.elasticsearch.protocol.xpack.ml.job.config.Job} configurations via their unique jobIds
+     * Get the specified {@link Job} configurations via their unique jobIds
      * @param jobIds must not contain any null values
      */
     public GetJobRequest(String... jobIds) {

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetJobResponse.java

@@ -16,13 +16,13 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.List;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetRecordsRequest.java

@@ -0,0 +1,222 @@
+/*
+ * 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.ml;
+
+import org.elasticsearch.client.Validatable;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.util.PageParams;
+import org.elasticsearch.common.ParseField;
+import org.elasticsearch.common.xcontent.ObjectParser;
+import org.elasticsearch.common.xcontent.ToXContentObject;
+import org.elasticsearch.common.xcontent.XContentBuilder;
+
+import java.io.IOException;
+import java.util.Objects;
+
+/**
+ * A request to retrieve records of a given job
+ */
+public class GetRecordsRequest implements ToXContentObject, Validatable {
+
+    public static final ParseField EXCLUDE_INTERIM = new ParseField("exclude_interim");
+    public static final ParseField START = new ParseField("start");
+    public static final ParseField END = new ParseField("end");
+    public static final ParseField RECORD_SCORE = new ParseField("record_score");
+    public static final ParseField SORT = new ParseField("sort");
+    public static final ParseField DESCENDING = new ParseField("desc");
+
+    public static final ObjectParser<GetRecordsRequest, Void> PARSER = new ObjectParser<>("get_buckets_request", GetRecordsRequest::new);
+
+    static {
+        PARSER.declareString((request, jobId) -> request.jobId = jobId, Job.ID);
+        PARSER.declareBoolean(GetRecordsRequest::setExcludeInterim, EXCLUDE_INTERIM);
+        PARSER.declareStringOrNull(GetRecordsRequest::setStart, START);
+        PARSER.declareStringOrNull(GetRecordsRequest::setEnd, END);
+        PARSER.declareObject(GetRecordsRequest::setPageParams, PageParams.PARSER, PageParams.PAGE);
+        PARSER.declareDouble(GetRecordsRequest::setRecordScore, RECORD_SCORE);
+        PARSER.declareString(GetRecordsRequest::setSort, SORT);
+        PARSER.declareBoolean(GetRecordsRequest::setDescending, DESCENDING);
+    }
+
+    private String jobId;
+    private Boolean excludeInterim;
+    private String start;
+    private String end;
+    private PageParams pageParams;
+    private Double recordScore;
+    private String sort;
+    private Boolean descending;
+
+    private GetRecordsRequest() {}
+
+    /**
+     * Constructs a request to retrieve records of a given job
+     * @param jobId id of the job to retrieve records of
+     */
+    public GetRecordsRequest(String jobId) {
+        this.jobId = Objects.requireNonNull(jobId);
+    }
+
+    public String getJobId() {
+        return jobId;
+    }
+
+    public boolean isExcludeInterim() {
+        return excludeInterim;
+    }
+
+    /**
+     * Sets the value of "exclude_interim".
+     * When {@code true}, interim records will be filtered out.
+     * @param excludeInterim value of "exclude_interim" to be set
+     */
+    public void setExcludeInterim(boolean excludeInterim) {
+        this.excludeInterim = excludeInterim;
+    }
+
+    public String getStart() {
+        return start;
+    }
+
+    /**
+     * Sets the value of "start" which is a timestamp.
+     * Only records whose timestamp is on or after the "start" value will be returned.
+     * @param start value of "start" to be set
+     */
+    public void setStart(String start) {
+        this.start = start;
+    }
+
+    public String getEnd() {
+        return end;
+    }
+
+    /**
+     * Sets the value of "end" which is a timestamp.
+     * Only records whose timestamp is before the "end" value will be returned.
+     * @param end value of "end" to be set
+     */
+    public void setEnd(String end) {
+        this.end = end;
+    }
+
+    public PageParams getPageParams() {
+        return pageParams;
+    }
+
+    /**
+     * Sets the paging parameters
+     * @param pageParams The paging parameters
+     */
+    public void setPageParams(PageParams pageParams) {
+        this.pageParams = pageParams;
+    }
+
+    public Double getRecordScore() {
+        return recordScore;
+    }
+
+    /**
+     * Sets the value of "record_score".
+     * Only records with "record_score" equal or greater will be returned.
+     * @param recordScore value of "record_score".
+     */
+    public void setRecordScore(double recordScore) {
+        this.recordScore = recordScore;
+    }
+
+    public String getSort() {
+        return sort;
+    }
+
+    /**
+     * Sets the value of "sort".
+     * Specifies the bucket field to sort on.
+     * @param sort value of "sort".
+     */
+    public void setSort(String sort) {
+        this.sort = sort;
+    }
+
+    public boolean isDescending() {
+        return descending;
+    }
+
+    /**
+     * Sets the value of "desc".
+     * Specifies the sorting order.
+     * @param descending value of "desc"
+     */
+    public void setDescending(boolean descending) {
+        this.descending = descending;
+    }
+
+    @Override
+    public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
+        builder.startObject();
+        builder.field(Job.ID.getPreferredName(), jobId);
+        if (excludeInterim != null) {
+            builder.field(EXCLUDE_INTERIM.getPreferredName(), excludeInterim);
+        }
+        if (start != null) {
+            builder.field(START.getPreferredName(), start);
+        }
+        if (end != null) {
+            builder.field(END.getPreferredName(), end);
+        }
+        if (pageParams != null) {
+            builder.field(PageParams.PAGE.getPreferredName(), pageParams);
+        }
+        if (recordScore != null) {
+            builder.field(RECORD_SCORE.getPreferredName(), recordScore);
+        }
+        if (sort != null) {
+            builder.field(SORT.getPreferredName(), sort);
+        }
+        if (descending != null) {
+            builder.field(DESCENDING.getPreferredName(), descending);
+        }
+        builder.endObject();
+        return builder;
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(jobId, excludeInterim, recordScore, pageParams, start, end, sort, descending);
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (obj == null) {
+            return false;
+        }
+        if (getClass() != obj.getClass()) {
+            return false;
+        }
+        GetRecordsRequest other = (GetRecordsRequest) obj;
+        return Objects.equals(jobId, other.jobId) &&
+                Objects.equals(excludeInterim, other.excludeInterim) &&
+                Objects.equals(recordScore, other.recordScore) &&
+                Objects.equals(pageParams, other.pageParams) &&
+                Objects.equals(start, other.start) &&
+                Objects.equals(end, other.end) &&
+                Objects.equals(sort, other.sort) &&
+                Objects.equals(descending, other.descending);
+    }
+}

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/GetRecordsResponse.java

@@ -0,0 +1,78 @@
+/*
+ * 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.ml;
+
+import org.elasticsearch.client.ml.job.results.AnomalyRecord;
+import org.elasticsearch.common.ParseField;
+import org.elasticsearch.common.xcontent.ConstructingObjectParser;
+import org.elasticsearch.common.xcontent.XContentParser;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Objects;
+
+/**
+ * A response containing the requested buckets
+ */
+public class GetRecordsResponse extends AbstractResultResponse<AnomalyRecord> {
+
+    public static final ParseField RECORDS = new ParseField("records");
+
+    @SuppressWarnings("unchecked")
+    public static final ConstructingObjectParser<GetRecordsResponse, Void> PARSER = new ConstructingObjectParser<>("get_records_response",
+            true, a -> new GetRecordsResponse((List<AnomalyRecord>) a[0], (long) a[1]));
+
+    static {
+        PARSER.declareObjectArray(ConstructingObjectParser.constructorArg(), AnomalyRecord.PARSER, RECORDS);
+        PARSER.declareLong(ConstructingObjectParser.constructorArg(), COUNT);
+    }
+
+    public static GetRecordsResponse fromXContent(XContentParser parser) throws IOException {
+        return PARSER.parse(parser, null);
+    }
+
+    GetRecordsResponse(List<AnomalyRecord> buckets, long count) {
+        super(RECORDS, buckets, count);
+    }
+
+    /**
+     * The retrieved records
+     * @return the retrieved records
+     */
+    public List<AnomalyRecord> records() {
+        return results;
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(count, results);
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (obj == null) {
+            return false;
+        }
+        if (getClass() != obj.getClass()) {
+            return false;
+        }
+        GetRecordsResponse other = (GetRecordsResponse) obj;
+        return count == other.count && Objects.equals(results, other.results);
+    }
+}

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/OpenJobRequest.java

@@ -16,19 +16,18 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
-import org.elasticsearch.common.xcontent.ToXContent;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.Objects;
@@ -95,7 +94,7 @@ public class OpenJobRequest extends ActionRequest implements ToXContentObject {
     }
 
     @Override
-    public XContentBuilder toXContent(XContentBuilder builder, ToXContent.Params params) throws IOException {
+    public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
         builder.startObject();
         builder.field(Job.ID.getPreferredName(), jobId);
         if (timeout != null) {

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/OpenJobResponse.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionResponse;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/PutJobRequest.java

@@ -16,14 +16,14 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.action.ActionRequest;
 import org.elasticsearch.action.ActionRequestValidationException;
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.Objects;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/PutJobResponse.java

@@ -16,13 +16,12 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
-import org.elasticsearch.common.xcontent.ToXContent;
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.Objects;
@@ -47,7 +46,7 @@ public class PutJobResponse implements ToXContentObject {
     }
 
     @Override
-    public XContentBuilder toXContent(XContentBuilder builder, ToXContent.Params params) throws IOException {
+    public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
         job.toXContent(builder, params);
         return builder;
     }

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/datafeed/ChunkingConfig.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
 import org.elasticsearch.common.Nullable;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/datafeed/DatafeedConfig.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -27,7 +28,6 @@ import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.index.query.AbstractQueryBuilder;
 import org.elasticsearch.index.query.QueryBuilder;
 import org.elasticsearch.index.query.QueryBuilders;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 import org.elasticsearch.search.aggregations.AggregatorFactories;
 import org.elasticsearch.search.builder.SearchSourceBuilder;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/datafeed/DatafeedUpdate.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -26,7 +27,6 @@ import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.index.query.AbstractQueryBuilder;
 import org.elasticsearch.index.query.QueryBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 import org.elasticsearch.search.aggregations.AggregatorFactories;
 import org.elasticsearch.search.builder.SearchSourceBuilder;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/AnalysisConfig.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.unit.TimeValue;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/AnalysisLimits.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.Nullable;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/CategorizationAnalyzerConfig.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.Strings;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/DataDescription.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/DefaultDetectorDescription.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.Strings;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/DetectionRule.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/Detector.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/DetectorFunction.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import java.util.Arrays;
 import java.util.Collections;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/FilterRef.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/Job.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
+import org.elasticsearch.client.ml.job.util.TimeUtil;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.unit.TimeValue;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser;
 import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.util.TimeUtil;
 
 import java.io.IOException;
 import java.util.Collections;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/MlFilter.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.Nullable;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/ModelPlotConfig.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/Operator.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/RuleAction.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import java.util.Locale;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/RuleCondition.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/config/RuleScope.java

@@ -16,11 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.xcontent.ContextParser;
-import org.elasticsearch.common.xcontent.LoggingDeprecationHandler;
+import org.elasticsearch.common.xcontent.DeprecationHandler;
 import org.elasticsearch.common.xcontent.NamedXContentRegistry;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
@@ -50,7 +50,7 @@ public class RuleScope implements ToXContentObject {
                     Map<String, ?> value = (Map<String, ?>) entry.getValue();
                     builder.map(value);
                     try (XContentParser scopeParser = XContentFactory.xContent(builder.contentType()).createParser(
-                            NamedXContentRegistry.EMPTY, LoggingDeprecationHandler.INSTANCE, Strings.toString(builder))) {
+                            NamedXContentRegistry.EMPTY, DEPRECATION_HANDLER, Strings.toString(builder))) {
                         scope.put(entry.getKey(), FilterRef.PARSER.parse(scopeParser, null));
                     }
                 }
@@ -59,6 +59,15 @@ public class RuleScope implements ToXContentObject {
         };
     }
 
+    private static final DeprecationHandler DEPRECATION_HANDLER = new DeprecationHandler() {
+
+        @Override
+        public void usedDeprecatedName(String usedName, String modernName) {}
+
+        @Override
+        public void usedDeprecatedField(String usedName, String replacedWith) {}
+    };
+
     private final Map<String, FilterRef> scope;
 
     public RuleScope() {

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/process/DataCounts.java

@@ -16,15 +16,15 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.util.TimeUtil;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.util.TimeUtil;
 
 import java.io.IOException;
 import java.util.Date;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/process/ModelSizeStats.java

@@ -16,16 +16,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.results.Result;
+import org.elasticsearch.client.ml.job.util.TimeUtil;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.results.Result;
-import org.elasticsearch.protocol.xpack.ml.job.util.TimeUtil;
 
 import java.io.IOException;
 import java.util.Date;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/process/ModelSnapshot.java

@@ -16,16 +16,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
 import org.elasticsearch.Version;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.util.TimeUtil;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;
 import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.util.TimeUtil;
 
 import java.io.IOException;
 import java.util.Date;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/process/Quantiles.java

@@ -16,14 +16,14 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.Date;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/AnomalyCause.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/AnomalyRecord.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser.Token;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.time.format.DateTimeFormatter;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/Bucket.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser.Token;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.time.format.DateTimeFormatter;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/BucketInfluencer.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser.Token;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.time.format.DateTimeFormatter;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/CategoryDefinition.java

@@ -16,13 +16,13 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.util.ArrayList;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/Influence.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/Influencer.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser.ValueType;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser.Token;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.time.format.DateTimeFormatter;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/OverallBucket.java

@@ -16,8 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.ParseField;
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.ConstructingObjectParser;
@@ -25,7 +26,6 @@ import org.elasticsearch.common.xcontent.ObjectParser;
 import org.elasticsearch.common.xcontent.ToXContentObject;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 
 import java.io.IOException;
 import java.time.format.DateTimeFormatter;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/results/Result.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.ParseField;
 

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/util/PageParams.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.util;
+package org.elasticsearch.client.ml.job.util;
 
 import org.elasticsearch.common.Nullable;
 import org.elasticsearch.common.ParseField;

client/rest-high-level/src/main/java/org/elasticsearch/client/ml/job/util/TimeUtil.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.util;
+package org.elasticsearch.client.ml.job.util;
 
 import org.elasticsearch.common.time.DateFormatters;
 import org.elasticsearch.common.xcontent.XContentParser;

client/rest-high-level/src/test/java/org/elasticsearch/client/CrudIT.java

@@ -41,12 +41,16 @@ import org.elasticsearch.action.update.UpdateRequest;
 import org.elasticsearch.action.update.UpdateResponse;
 import org.elasticsearch.common.Strings;
 import org.elasticsearch.common.bytes.BytesReference;
+import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.common.unit.ByteSizeUnit;
 import org.elasticsearch.common.unit.ByteSizeValue;
 import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentType;
 import org.elasticsearch.index.VersionType;
 import org.elasticsearch.index.get.GetResult;
+import org.elasticsearch.index.query.IdsQueryBuilder;
+import org.elasticsearch.index.reindex.BulkByScrollResponse;
+import org.elasticsearch.index.reindex.ReindexRequest;
 import org.elasticsearch.rest.RestStatus;
 import org.elasticsearch.script.Script;
 import org.elasticsearch.script.ScriptType;
@@ -624,6 +628,69 @@ public class CrudIT extends ESRestHighLevelClientTestCase {
         validateBulkResponses(nbItems, errors, bulkResponse, bulkRequest);
     }
 
+    public void testReindex() throws IOException {
+        final String sourceIndex = "source1";
+        final String destinationIndex = "dest";
+        {
+            // Prepare
+            Settings settings = Settings.builder()
+                .put("number_of_shards", 1)
+                .put("number_of_replicas", 0)
+                .build();
+            createIndex(sourceIndex, settings);
+            createIndex(destinationIndex, settings);
+            assertEquals(
+                RestStatus.OK,
+                highLevelClient().bulk(
+                    new BulkRequest()
+                        .add(new IndexRequest(sourceIndex, "type", "1")
+                            .source(Collections.singletonMap("foo", "bar"), XContentType.JSON))
+                        .add(new IndexRequest(sourceIndex, "type", "2")
+                            .source(Collections.singletonMap("foo2", "bar2"), XContentType.JSON))
+                        .setRefreshPolicy(RefreshPolicy.IMMEDIATE),
+                    RequestOptions.DEFAULT
+                ).status()
+            );
+        }
+        {
+            // test1: create one doc in dest
+            ReindexRequest reindexRequest = new ReindexRequest();
+            reindexRequest.setSourceIndices(sourceIndex);
+            reindexRequest.setDestIndex(destinationIndex);
+            reindexRequest.setSourceQuery(new IdsQueryBuilder().addIds("1").types("type"));
+            reindexRequest.setRefresh(true);
+            BulkByScrollResponse bulkResponse = execute(reindexRequest, highLevelClient()::reindex, highLevelClient()::reindexAsync);
+            assertEquals(1, bulkResponse.getCreated());
+            assertEquals(1, bulkResponse.getTotal());
+            assertEquals(0, bulkResponse.getDeleted());
+            assertEquals(0, bulkResponse.getNoops());
+            assertEquals(0, bulkResponse.getVersionConflicts());
+            assertEquals(1, bulkResponse.getBatches());
+            assertTrue(bulkResponse.getTook().getMillis() > 0);
+            assertEquals(1, bulkResponse.getBatches());
+            assertEquals(0, bulkResponse.getBulkFailures().size());
+            assertEquals(0, bulkResponse.getSearchFailures().size());
+        }
+        {
+            // test2: create 1 and update 1
+            ReindexRequest reindexRequest = new ReindexRequest();
+            reindexRequest.setSourceIndices(sourceIndex);
+            reindexRequest.setDestIndex(destinationIndex);
+            BulkByScrollResponse bulkResponse = execute(reindexRequest, highLevelClient()::reindex, highLevelClient()::reindexAsync);
+            assertEquals(1, bulkResponse.getCreated());
+            assertEquals(2, bulkResponse.getTotal());
+            assertEquals(1, bulkResponse.getUpdated());
+            assertEquals(0, bulkResponse.getDeleted());
+            assertEquals(0, bulkResponse.getNoops());
+            assertEquals(0, bulkResponse.getVersionConflicts());
+            assertEquals(1, bulkResponse.getBatches());
+            assertTrue(bulkResponse.getTook().getMillis() > 0);
+            assertEquals(1, bulkResponse.getBatches());
+            assertEquals(0, bulkResponse.getBulkFailures().size());
+            assertEquals(0, bulkResponse.getSearchFailures().size());
+        }
+    }
+
     public void testBulkProcessorIntegration() throws IOException {
         int nbItems = randomIntBetween(10, 100);
         boolean[] errors = new boolean[nbItems];

client/rest-high-level/src/test/java/org/elasticsearch/client/MLRequestConvertersTests.java

@@ -23,19 +23,19 @@ import org.apache.http.client.methods.HttpDelete;
 import org.apache.http.client.methods.HttpGet;
 import org.apache.http.client.methods.HttpPost;
 import org.apache.http.client.methods.HttpPut;
+import org.elasticsearch.client.ml.CloseJobRequest;
+import org.elasticsearch.client.ml.DeleteJobRequest;
+import org.elasticsearch.client.ml.GetBucketsRequest;
+import org.elasticsearch.client.ml.GetJobRequest;
+import org.elasticsearch.client.ml.OpenJobRequest;
+import org.elasticsearch.client.ml.PutJobRequest;
+import org.elasticsearch.client.ml.job.config.AnalysisConfig;
+import org.elasticsearch.client.ml.job.config.Detector;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.util.PageParams;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.common.xcontent.json.JsonXContent;
-import org.elasticsearch.protocol.xpack.ml.CloseJobRequest;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsRequest;
-import org.elasticsearch.protocol.xpack.ml.GetJobRequest;
-import org.elasticsearch.protocol.xpack.ml.OpenJobRequest;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
-import org.elasticsearch.protocol.xpack.ml.job.config.AnalysisConfig;
-import org.elasticsearch.protocol.xpack.ml.job.config.Detector;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.util.PageParams;
 import org.elasticsearch.test.ESTestCase;
 
 import java.io.ByteArrayOutputStream;

client/rest-high-level/src/test/java/org/elasticsearch/client/MachineLearningGetResultsIT.java

@@ -21,20 +21,26 @@ package org.elasticsearch.client;
 import org.elasticsearch.action.bulk.BulkRequest;
 import org.elasticsearch.action.index.IndexRequest;
 import org.elasticsearch.action.support.WriteRequest;
+import org.elasticsearch.client.ml.GetBucketsRequest;
+import org.elasticsearch.client.ml.GetBucketsResponse;
+import org.elasticsearch.client.ml.GetRecordsRequest;
+import org.elasticsearch.client.ml.GetRecordsResponse;
+import org.elasticsearch.client.ml.PutJobRequest;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.results.AnomalyRecord;
+import org.elasticsearch.client.ml.job.results.Bucket;
+import org.elasticsearch.client.ml.job.util.PageParams;
 import org.elasticsearch.common.xcontent.XContentType;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsRequest;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsResponse;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.results.Bucket;
-import org.elasticsearch.protocol.xpack.ml.job.util.PageParams;
 import org.junit.After;
 import org.junit.Before;
 
 import java.io.IOException;
 
 import static org.hamcrest.Matchers.equalTo;
+import static org.hamcrest.Matchers.greaterThan;
+import static org.hamcrest.Matchers.greaterThanOrEqualTo;
 import static org.hamcrest.Matchers.is;
+import static org.hamcrest.Matchers.lessThan;
 import static org.hamcrest.Matchers.lessThanOrEqualTo;
 
 public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
@@ -47,7 +53,8 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
     // 2018-08-01T00:00:00Z
     private static final long START_TIME_EPOCH_MS = 1533081600000L;
 
-    private BucketStats bucketStats = new BucketStats();
+    private Stats bucketStats = new Stats();
+    private Stats recordStats = new Stats();
 
     @Before
     public void createJobAndIndexResults() throws IOException {
@@ -68,7 +75,7 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
 
         // Also index an interim bucket
         addBucketIndexRequest(time, true, bulkRequest);
-        addRecordIndexRequests(time, true, bulkRequest);
+        addRecordIndexRequest(time, true, bulkRequest);
 
         highLevelClient().bulk(bulkRequest, RequestOptions.DEFAULT);
     }
@@ -91,15 +98,20 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
         }
         int recordCount = randomIntBetween(1, 3);
         for (int i = 0; i < recordCount; ++i) {
+            addRecordIndexRequest(timestamp, isInterim, bulkRequest);
+        }
+    }
+
+    private void addRecordIndexRequest(long timestamp, boolean isInterim, BulkRequest bulkRequest) {
         IndexRequest indexRequest = new IndexRequest(RESULTS_INDEX, DOC);
         double recordScore = randomDoubleBetween(0.0, 100.0, true);
+        recordStats.report(recordScore);
         double p = randomDoubleBetween(0.0, 0.05, false);
         indexRequest.source("{\"job_id\":\"" + JOB_ID + "\", \"result_type\":\"record\", \"timestamp\": " + timestamp + "," +
                 "\"bucket_span\": 3600,\"is_interim\": " + isInterim + ", \"record_score\": " + recordScore + ", \"probability\": "
                 + p + "}", XContentType.JSON);
         bulkRequest.add(indexRequest);
     }
-    }
 
     @After
     public void deleteJob() throws IOException {
@@ -194,7 +206,73 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
         }
     }
 
-    private static class BucketStats {
+    public void testGetRecords() throws IOException {
+        MachineLearningClient machineLearningClient = highLevelClient().machineLearning();
+
+        {
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            assertThat(response.count(), greaterThan(0L));
+            assertThat(response.count(), equalTo(recordStats.totalCount()));
+        }
+        {
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+            request.setRecordScore(50.0);
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            long majorAndCriticalCount = recordStats.majorCount + recordStats.criticalCount;
+            assertThat(response.count(), equalTo(majorAndCriticalCount));
+            assertThat(response.records().size(), equalTo((int) Math.min(100, majorAndCriticalCount)));
+            assertThat(response.records().stream().anyMatch(r -> r.getRecordScore() < 50.0), is(false));
+        }
+        {
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+            request.setExcludeInterim(true);
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            assertThat(response.count(), equalTo(recordStats.totalCount() - 1));
+        }
+        {
+            long end = START_TIME_EPOCH_MS + 10 * 3600000;
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+            request.setStart(String.valueOf(START_TIME_EPOCH_MS));
+            request.setEnd(String.valueOf(end));
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            for (AnomalyRecord record : response.records()) {
+                assertThat(record.getTimestamp().getTime(), greaterThanOrEqualTo(START_TIME_EPOCH_MS));
+                assertThat(record.getTimestamp().getTime(), lessThan(end));
+            }
+        }
+        {
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+            request.setPageParams(new PageParams(3, 3));
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            assertThat(response.records().size(), equalTo(3));
+        }
+        {
+            GetRecordsRequest request = new GetRecordsRequest(JOB_ID);
+            request.setSort("probability");
+            request.setDescending(true);
+
+            GetRecordsResponse response = execute(request, machineLearningClient::getRecords, machineLearningClient::getRecordsAsync);
+
+            double previousProb = 1.0;
+            for (AnomalyRecord record : response.records()) {
+                assertThat(record.getProbability(), lessThanOrEqualTo(previousProb));
+                previousProb = record.getProbability();
+            }
+        }
+    }
+
+    private static class Stats {
         // score < 50.0
         private long minorCount;
 
@@ -204,14 +282,18 @@ public class MachineLearningGetResultsIT extends ESRestHighLevelClientTestCase {
         // score > 75.0
         private long criticalCount;
 
-        private void report(double anomalyScore) {
+        private void report(double score) {
-            if (anomalyScore < 50.0) {
+            if (score < 50.0) {
                 minorCount++;
-            } else if (anomalyScore < 75.0) {
+            } else if (score < 75.0) {
                 majorCount++;
             } else {
                 criticalCount++;
             }
         }
+
+        private long totalCount() {
+            return minorCount + majorCount + criticalCount;
+        }
     }
 }

client/rest-high-level/src/test/java/org/elasticsearch/client/MachineLearningIT.java

@@ -19,21 +19,21 @@
 package org.elasticsearch.client;
 
 import com.carrotsearch.randomizedtesting.generators.CodepointSetGenerator;
+import org.elasticsearch.client.ml.CloseJobRequest;
+import org.elasticsearch.client.ml.CloseJobResponse;
+import org.elasticsearch.client.ml.DeleteJobRequest;
+import org.elasticsearch.client.ml.DeleteJobResponse;
+import org.elasticsearch.client.ml.GetJobRequest;
+import org.elasticsearch.client.ml.GetJobResponse;
+import org.elasticsearch.client.ml.OpenJobRequest;
+import org.elasticsearch.client.ml.OpenJobResponse;
+import org.elasticsearch.client.ml.PutJobRequest;
+import org.elasticsearch.client.ml.PutJobResponse;
+import org.elasticsearch.client.ml.job.config.AnalysisConfig;
+import org.elasticsearch.client.ml.job.config.DataDescription;
+import org.elasticsearch.client.ml.job.config.Detector;
+import org.elasticsearch.client.ml.job.config.Job;
 import org.elasticsearch.common.unit.TimeValue;
-import org.elasticsearch.protocol.xpack.ml.CloseJobRequest;
-import org.elasticsearch.protocol.xpack.ml.CloseJobResponse;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobRequest;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobResponse;
-import org.elasticsearch.protocol.xpack.ml.GetJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetJobResponse;
-import org.elasticsearch.protocol.xpack.ml.OpenJobRequest;
-import org.elasticsearch.protocol.xpack.ml.OpenJobResponse;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
-import org.elasticsearch.protocol.xpack.ml.PutJobResponse;
-import org.elasticsearch.protocol.xpack.ml.job.config.AnalysisConfig;
-import org.elasticsearch.protocol.xpack.ml.job.config.DataDescription;
-import org.elasticsearch.protocol.xpack.ml.job.config.Detector;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
 import org.junit.After;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/RequestConvertersTests.java

@@ -116,6 +116,7 @@ import org.elasticsearch.common.xcontent.XContentBuilder;
 import org.elasticsearch.common.xcontent.XContentHelper;
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.common.xcontent.XContentType;
+import org.elasticsearch.common.xcontent.json.JsonXContent;
 import org.elasticsearch.index.RandomCreateIndexGenerator;
 import org.elasticsearch.index.VersionType;
 import org.elasticsearch.index.query.QueryBuilder;
@@ -126,6 +127,8 @@ import org.elasticsearch.index.rankeval.RankEvalRequest;
 import org.elasticsearch.index.rankeval.RankEvalSpec;
 import org.elasticsearch.index.rankeval.RatedRequest;
 import org.elasticsearch.index.rankeval.RestRankEvalAction;
+import org.elasticsearch.index.reindex.ReindexRequest;
+import org.elasticsearch.index.reindex.RemoteInfo;
 import org.elasticsearch.protocol.xpack.XPackInfoRequest;
 import org.elasticsearch.protocol.xpack.migration.IndexUpgradeInfoRequest;
 import org.elasticsearch.protocol.xpack.watcher.DeleteWatchRequest;
@@ -172,6 +175,7 @@ import java.util.function.Function;
 import java.util.function.Supplier;
 import java.util.stream.Collectors;
 
+import static java.util.Collections.emptyMap;
 import static java.util.Collections.singletonMap;
 import static org.elasticsearch.client.RequestConverters.REQUEST_BODY_CONTENT_TYPE;
 import static org.elasticsearch.client.RequestConverters.enforceSameContentType;
@@ -179,6 +183,7 @@ import static org.elasticsearch.index.RandomCreateIndexGenerator.randomAliases;
 import static org.elasticsearch.index.RandomCreateIndexGenerator.randomCreateIndexRequest;
 import static org.elasticsearch.index.RandomCreateIndexGenerator.randomIndexSettings;
 import static org.elasticsearch.index.alias.RandomAliasActionsGenerator.randomAliasAction;
+import static org.elasticsearch.index.query.QueryBuilders.matchAllQuery;
 import static org.elasticsearch.search.RandomSearchRequestGenerator.randomSearchRequest;
 import static org.elasticsearch.test.hamcrest.ElasticsearchAssertions.assertToXContentEquivalent;
 import static org.hamcrest.CoreMatchers.equalTo;
@@ -407,6 +412,64 @@ public class RequestConvertersTests extends ESTestCase {
         assertToXContentBody(indicesAliasesRequest, request.getEntity());
     }
 
+    public void testReindex() throws IOException {
+        ReindexRequest reindexRequest = new ReindexRequest();
+        reindexRequest.setSourceIndices("source_idx");
+        reindexRequest.setDestIndex("dest_idx");
+        Map<String, String> expectedParams = new HashMap<>();
+        if (randomBoolean()) {
+            XContentBuilder builder = JsonXContent.contentBuilder().prettyPrint();
+            RemoteInfo remoteInfo = new RemoteInfo("http", "remote-host", 9200, null,
+                BytesReference.bytes(matchAllQuery().toXContent(builder, ToXContent.EMPTY_PARAMS)),
+                "user",
+                "pass",
+                emptyMap(),
+                RemoteInfo.DEFAULT_SOCKET_TIMEOUT,
+                RemoteInfo.DEFAULT_CONNECT_TIMEOUT
+            );
+            reindexRequest.setRemoteInfo(remoteInfo);
+        }
+        if (randomBoolean()) {
+            reindexRequest.setSourceDocTypes("doc", "tweet");
+        }
+        if (randomBoolean()) {
+            reindexRequest.setSourceBatchSize(randomInt(100));
+        }
+        if (randomBoolean()) {
+            reindexRequest.setDestDocType("tweet_and_doc");
+        }
+        if (randomBoolean()) {
+            reindexRequest.setDestOpType("create");
+        }
+        if (randomBoolean()) {
+            reindexRequest.setDestPipeline("my_pipeline");
+        }
+        if (randomBoolean()) {
+            reindexRequest.setDestRouting("=cat");
+        }
+        if (randomBoolean()) {
+            reindexRequest.setSize(randomIntBetween(100, 1000));
+        }
+        if (randomBoolean()) {
+            reindexRequest.setAbortOnVersionConflict(false);
+        }
+        if (randomBoolean()) {
+            String ts = randomTimeValue();
+            reindexRequest.setScroll(TimeValue.parseTimeValue(ts, "scroll"));
+        }
+        if (reindexRequest.getRemoteInfo() == null && randomBoolean()) {
+            reindexRequest.setSourceQuery(new TermQueryBuilder("foo", "fooval"));
+        }
+        setRandomTimeout(reindexRequest::setTimeout, ReplicationRequest.DEFAULT_TIMEOUT, expectedParams);
+        setRandomWaitForActiveShards(reindexRequest::setWaitForActiveShards, ActiveShardCount.DEFAULT, expectedParams);
+        expectedParams.put("scroll", reindexRequest.getScrollTime().getStringRep());
+        Request request = RequestConverters.reindex(reindexRequest);
+        assertEquals("/_reindex", request.getEndpoint());
+        assertEquals(HttpPost.METHOD_NAME, request.getMethod());
+        assertEquals(expectedParams, request.getParameters());
+        assertToXContentBody(reindexRequest, request.getEntity());
+    }
+
     public void testPutMapping() throws IOException {
         PutMappingRequest putMappingRequest = new PutMappingRequest();
 

client/rest-high-level/src/test/java/org/elasticsearch/client/RestHighLevelClientTests.java

@@ -660,7 +660,6 @@ public class RestHighLevelClientTests extends ESTestCase {
             "indices.put_alias",
             "mtermvectors",
             "put_script",
-            "reindex",
             "reindex_rethrottle",
             "render_search_template",
             "scripts_painless_execute",

client/rest-high-level/src/test/java/org/elasticsearch/client/documentation/CRUDDocumentationIT.java

@@ -50,6 +50,8 @@ import org.elasticsearch.client.RequestOptions;
 import org.elasticsearch.client.Response;
 import org.elasticsearch.client.RestHighLevelClient;
 import org.elasticsearch.common.Strings;
+import org.elasticsearch.common.bytes.BytesArray;
+import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.common.unit.ByteSizeUnit;
 import org.elasticsearch.common.unit.ByteSizeValue;
 import org.elasticsearch.common.unit.TimeValue;
@@ -59,13 +61,22 @@ import org.elasticsearch.common.xcontent.XContentType;
 import org.elasticsearch.common.xcontent.json.JsonXContent;
 import org.elasticsearch.index.VersionType;
 import org.elasticsearch.index.get.GetResult;
+import org.elasticsearch.index.query.MatchAllQueryBuilder;
+import org.elasticsearch.index.query.TermQueryBuilder;
+import org.elasticsearch.index.reindex.BulkByScrollResponse;
+import org.elasticsearch.index.reindex.ReindexRequest;
+import org.elasticsearch.index.reindex.RemoteInfo;
+import org.elasticsearch.index.reindex.ScrollableHitSource;
 import org.elasticsearch.rest.RestStatus;
 import org.elasticsearch.script.Script;
 import org.elasticsearch.script.ScriptType;
 import org.elasticsearch.search.fetch.subphase.FetchSourceContext;
+import org.elasticsearch.search.sort.SortOrder;
 
+import java.util.Collections;
 import java.util.Date;
 import java.util.HashMap;
+import java.util.List;
 import java.util.Map;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.TimeUnit;
@@ -750,6 +761,144 @@ public class CRUDDocumentationIT extends ESRestHighLevelClientTestCase {
         }
     }
 
+    public void testReindex() throws Exception {
+        RestHighLevelClient client = highLevelClient();
+        {
+            String mapping =
+                "\"doc\": {\n" +
+                    "    \"properties\": {\n" +
+                    "      \"user\": {\n" +
+                    "        \"type\": \"text\"\n" +
+                    "      },\n" +
+                    "      \"field1\": {\n" +
+                    "        \"type\": \"integer\"\n" +
+                    "      },\n" +
+                    "      \"field2\": {\n" +
+                    "        \"type\": \"integer\"\n" +
+                    "      }\n" +
+                    "    }\n" +
+                    "  }";
+            createIndex("source1", Settings.EMPTY, mapping);
+            createIndex("source2", Settings.EMPTY, mapping);
+            createPipeline("my_pipeline");
+        }
+        {
+            // tag::reindex-request
+            ReindexRequest request = new ReindexRequest(); // <1>
+            request.setSourceIndices("source1", "source2"); // <2>
+            request.setDestIndex("dest");  // <3>
+            // end::reindex-request
+            // tag::reindex-request-versionType
+            request.setDestVersionType(VersionType.EXTERNAL); // <1>
+            // end::reindex-request-versionType
+            // tag::reindex-request-opType
+            request.setDestOpType("create"); // <1>
+            // end::reindex-request-opType
+            // tag::reindex-request-conflicts
+            request.setConflicts("proceed"); // <1>
+            // end::reindex-request-conflicts
+            // tag::reindex-request-typeOrQuery
+            request.setSourceDocTypes("doc"); // <1>
+            request.setSourceQuery(new TermQueryBuilder("user", "kimchy")); // <2>
+            // end::reindex-request-typeOrQuery
+            // tag::reindex-request-size
+            request.setSize(10); // <1>
+            // end::reindex-request-size
+            // tag::reindex-request-sourceSize
+            request.setSourceBatchSize(100); // <1>
+            // end::reindex-request-sourceSize
+            // tag::reindex-request-pipeline
+            request.setDestPipeline("my_pipeline"); // <1>
+            // end::reindex-request-pipeline
+            // tag::reindex-request-sort
+            request.addSortField("field1", SortOrder.DESC); // <1>
+            request.addSortField("field2", SortOrder.ASC); // <2>
+            // end::reindex-request-sort
+            // tag::reindex-request-script
+            request.setScript(
+                new Script(
+                    ScriptType.INLINE, "painless",
+                    "if (ctx._source.user == 'kimchy') {ctx._source.likes++;}",
+                    Collections.emptyMap())); // <1>
+            // end::reindex-request-script
+            // tag::reindex-request-remote
+            request.setRemoteInfo(
+                new RemoteInfo(
+                    "https", "localhost", 9002, null, new BytesArray(new MatchAllQueryBuilder().toString()),
+                    "user", "pass", Collections.emptyMap(), new TimeValue(100, TimeUnit.MILLISECONDS),
+                    new TimeValue(100, TimeUnit.SECONDS)
+                )
+            ); // <1>
+            // end::reindex-request-remote
+            request.setRemoteInfo(null); // Remove it for tests
+            // tag::reindex-request-timeout
+            request.setTimeout(TimeValue.timeValueMinutes(2)); // <1>
+            // end::reindex-request-timeout
+            // tag::reindex-request-refresh
+            request.setRefresh(true); // <1>
+            // end::reindex-request-refresh
+            // tag::reindex-request-slices
+            request.setSlices(2); // <1>
+            // end::reindex-request-slices
+            // tag::reindex-request-scroll
+            request.setScroll(TimeValue.timeValueMinutes(10)); // <1>
+            // end::reindex-request-scroll
+
+
+            // tag::reindex-execute
+            BulkByScrollResponse bulkResponse = client.reindex(request, RequestOptions.DEFAULT);
+            // end::reindex-execute
+            assertSame(0, bulkResponse.getSearchFailures().size());
+            assertSame(0, bulkResponse.getBulkFailures().size());
+            // tag::reindex-response
+            TimeValue timeTaken = bulkResponse.getTook(); // <1>
+            boolean timedOut = bulkResponse.isTimedOut(); // <2>
+            long totalDocs = bulkResponse.getTotal(); // <3>
+            long updatedDocs = bulkResponse.getUpdated(); // <4>
+            long createdDocs = bulkResponse.getCreated(); // <5>
+            long deletedDocs = bulkResponse.getDeleted(); // <6>
+            long batches = bulkResponse.getBatches(); // <7>
+            long noops = bulkResponse.getNoops(); // <8>
+            long versionConflicts = bulkResponse.getVersionConflicts(); // <9>
+            long bulkRetries = bulkResponse.getBulkRetries(); // <10>
+            long searchRetries = bulkResponse.getSearchRetries(); // <11>
+            TimeValue throttledMillis = bulkResponse.getStatus().getThrottled(); // <12>
+            TimeValue throttledUntilMillis = bulkResponse.getStatus().getThrottledUntil(); // <13>
+            List<ScrollableHitSource.SearchFailure> searchFailures = bulkResponse.getSearchFailures(); // <14>
+            List<BulkItemResponse.Failure> bulkFailures = bulkResponse.getBulkFailures(); // <15>
+            // end::reindex-response
+        }
+        {
+            ReindexRequest request = new ReindexRequest();
+            request.setSourceIndices("source1");
+            request.setDestIndex("dest");
+
+            // tag::reindex-execute-listener
+            ActionListener<BulkByScrollResponse> listener = new ActionListener<BulkByScrollResponse>() {
+                @Override
+                public void onResponse(BulkByScrollResponse bulkResponse) {
+                    // <1>
+                }
+
+                @Override
+                public void onFailure(Exception e) {
+                    // <2>
+                }
+            };
+            // end::reindex-execute-listener
+
+            // Replace the empty listener by a blocking listener in test
+            final CountDownLatch latch = new CountDownLatch(1);
+            listener = new LatchedActionListener<>(listener, latch);
+
+            // tag::reindex-execute-async
+            client.reindexAsync(request, RequestOptions.DEFAULT, listener); // <1>
+            // end::reindex-execute-async
+
+            assertTrue(latch.await(30L, TimeUnit.SECONDS));
+        }
+    }
+
     public void testGet() throws Exception {
         RestHighLevelClient client = highLevelClient();
         {

client/rest-high-level/src/test/java/org/elasticsearch/client/documentation/MlClientDocumentationIT.java

@@ -27,26 +27,29 @@ import org.elasticsearch.client.MachineLearningIT;
 import org.elasticsearch.client.MlRestTestStateCleaner;
 import org.elasticsearch.client.RequestOptions;
 import org.elasticsearch.client.RestHighLevelClient;
+import org.elasticsearch.client.ml.CloseJobRequest;
+import org.elasticsearch.client.ml.CloseJobResponse;
+import org.elasticsearch.client.ml.DeleteJobRequest;
+import org.elasticsearch.client.ml.DeleteJobResponse;
+import org.elasticsearch.client.ml.GetBucketsRequest;
+import org.elasticsearch.client.ml.GetBucketsResponse;
+import org.elasticsearch.client.ml.GetJobRequest;
+import org.elasticsearch.client.ml.GetJobResponse;
+import org.elasticsearch.client.ml.GetRecordsRequest;
+import org.elasticsearch.client.ml.GetRecordsResponse;
+import org.elasticsearch.client.ml.OpenJobRequest;
+import org.elasticsearch.client.ml.OpenJobResponse;
+import org.elasticsearch.client.ml.PutJobRequest;
+import org.elasticsearch.client.ml.PutJobResponse;
+import org.elasticsearch.client.ml.job.config.AnalysisConfig;
+import org.elasticsearch.client.ml.job.config.DataDescription;
+import org.elasticsearch.client.ml.job.config.Detector;
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.results.AnomalyRecord;
+import org.elasticsearch.client.ml.job.results.Bucket;
+import org.elasticsearch.client.ml.job.util.PageParams;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentType;
-import org.elasticsearch.protocol.xpack.ml.CloseJobRequest;
-import org.elasticsearch.protocol.xpack.ml.CloseJobResponse;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobRequest;
-import org.elasticsearch.protocol.xpack.ml.DeleteJobResponse;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsRequest;
-import org.elasticsearch.protocol.xpack.ml.GetBucketsResponse;
-import org.elasticsearch.protocol.xpack.ml.GetJobRequest;
-import org.elasticsearch.protocol.xpack.ml.GetJobResponse;
-import org.elasticsearch.protocol.xpack.ml.OpenJobRequest;
-import org.elasticsearch.protocol.xpack.ml.OpenJobResponse;
-import org.elasticsearch.protocol.xpack.ml.PutJobRequest;
-import org.elasticsearch.protocol.xpack.ml.PutJobResponse;
-import org.elasticsearch.protocol.xpack.ml.job.config.AnalysisConfig;
-import org.elasticsearch.protocol.xpack.ml.job.config.DataDescription;
-import org.elasticsearch.protocol.xpack.ml.job.config.Detector;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.results.Bucket;
-import org.elasticsearch.protocol.xpack.ml.job.util.PageParams;
 import org.junit.After;
 
 import java.io.IOException;
@@ -454,4 +457,94 @@ public class MlClientDocumentationIT extends ESRestHighLevelClientTestCase {
             assertTrue(latch.await(30L, TimeUnit.SECONDS));
         }
     }
+
+    public void testGetRecords() throws IOException, InterruptedException {
+        RestHighLevelClient client = highLevelClient();
+
+        String jobId = "test-get-records";
+        Job job = MachineLearningIT.buildJob(jobId);
+        client.machineLearning().putJob(new PutJobRequest(job), RequestOptions.DEFAULT);
+
+        // Let us index a record
+        IndexRequest indexRequest = new IndexRequest(".ml-anomalies-shared", "doc");
+        indexRequest.setRefreshPolicy(WriteRequest.RefreshPolicy.IMMEDIATE);
+        indexRequest.source("{\"job_id\":\"test-get-records\", \"result_type\":\"record\", \"timestamp\": 1533081600000," +
+                "\"bucket_span\": 600,\"is_interim\": false, \"record_score\": 80.0}", XContentType.JSON);
+        client.index(indexRequest, RequestOptions.DEFAULT);
+
+        {
+            // tag::x-pack-ml-get-records-request
+            GetRecordsRequest request = new GetRecordsRequest(jobId); // <1>
+            // end::x-pack-ml-get-records-request
+
+            // tag::x-pack-ml-get-records-desc
+            request.setDescending(true); // <1>
+            // end::x-pack-ml-get-records-desc
+
+            // tag::x-pack-ml-get-records-end
+            request.setEnd("2018-08-21T00:00:00Z"); // <1>
+            // end::x-pack-ml-get-records-end
+
+            // tag::x-pack-ml-get-records-exclude-interim
+            request.setExcludeInterim(true); // <1>
+            // end::x-pack-ml-get-records-exclude-interim
+
+            // tag::x-pack-ml-get-records-page
+            request.setPageParams(new PageParams(100, 200)); // <1>
+            // end::x-pack-ml-get-records-page
+
+            // Set page params back to null so the response contains the record we indexed
+            request.setPageParams(null);
+
+            // tag::x-pack-ml-get-records-record-score
+            request.setRecordScore(75.0); // <1>
+            // end::x-pack-ml-get-records-record-score
+
+            // tag::x-pack-ml-get-records-sort
+            request.setSort("probability"); // <1>
+            // end::x-pack-ml-get-records-sort
+
+            // tag::x-pack-ml-get-records-start
+            request.setStart("2018-08-01T00:00:00Z"); // <1>
+            // end::x-pack-ml-get-records-start
+
+            // tag::x-pack-ml-get-records-execute
+            GetRecordsResponse response = client.machineLearning().getRecords(request, RequestOptions.DEFAULT);
+            // end::x-pack-ml-get-records-execute
+
+            // tag::x-pack-ml-get-records-response
+            long count = response.count(); // <1>
+            List<AnomalyRecord> records = response.records(); // <2>
+            // end::x-pack-ml-get-records-response
+            assertEquals(1, records.size());
+        }
+        {
+            GetRecordsRequest request = new GetRecordsRequest(jobId);
+
+            // tag::x-pack-ml-get-records-listener
+            ActionListener<GetRecordsResponse> listener =
+                    new ActionListener<GetRecordsResponse>() {
+                        @Override
+                        public void onResponse(GetRecordsResponse getRecordsResponse) {
+                            // <1>
+                        }
+
+                        @Override
+                        public void onFailure(Exception e) {
+                            // <2>
+                        }
+                    };
+            // end::x-pack-ml-get-records-listener
+
+            // Replace the empty listener by a blocking listener in test
+            final CountDownLatch latch = new CountDownLatch(1);
+            listener = new LatchedActionListener<>(listener, latch);
+
+            // tag::x-pack-ml-get-records-execute-async
+            client.machineLearning().getRecordsAsync(request, RequestOptions.DEFAULT, listener); // <1>
+            // end::x-pack-ml-get-records-execute-async
+
+            assertTrue(latch.await(30L, TimeUnit.SECONDS));
+        }
+    }
 }

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/CloseJobRequestTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/CloseJobResponseTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/DeleteJobRequestTests.java

@@ -16,9 +16,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
-import org.elasticsearch.protocol.xpack.ml.job.config.JobTests;
+import org.elasticsearch.client.ml.job.config.JobTests;
 import org.elasticsearch.test.ESTestCase;
 
 public class DeleteJobRequestTests extends ESTestCase {

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/DeleteJobResponseTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetBucketsRequestTests.java

@@ -16,10 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.util.PageParams;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.util.PageParams;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetBucketsResponseTests.java

@@ -16,11 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.results.Bucket;
+import org.elasticsearch.client.ml.job.results.BucketTests;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.results.Bucket;
-import org.elasticsearch.protocol.xpack.ml.job.results.BucketTests;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetJobRequestTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetJobResponseTests.java

@@ -16,11 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.config.JobTests;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.config.JobTests;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetRecordsRequestTests.java

@@ -0,0 +1,72 @@
+/*
+ * 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.ml;
+
+import org.elasticsearch.client.ml.job.util.PageParams;
+import org.elasticsearch.common.xcontent.XContentParser;
+import org.elasticsearch.test.AbstractXContentTestCase;
+import org.elasticsearch.test.ESTestCase;
+
+import java.io.IOException;
+
+public class GetRecordsRequestTests extends AbstractXContentTestCase<GetRecordsRequest> {
+
+    @Override
+    protected GetRecordsRequest createTestInstance() {
+        GetRecordsRequest request = new GetRecordsRequest(ESTestCase.randomAlphaOfLengthBetween(1, 20));
+
+        if (ESTestCase.randomBoolean()) {
+            request.setStart(String.valueOf(ESTestCase.randomLong()));
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setEnd(String.valueOf(ESTestCase.randomLong()));
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setExcludeInterim(ESTestCase.randomBoolean());
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setRecordScore(ESTestCase.randomDouble());
+        }
+        if (ESTestCase.randomBoolean()) {
+            int from = ESTestCase.randomInt(10000);
+            int size = ESTestCase.randomInt(10000);
+            request.setPageParams(new PageParams(from, size));
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setSort("anomaly_score");
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setDescending(ESTestCase.randomBoolean());
+        }
+        if (ESTestCase.randomBoolean()) {
+            request.setExcludeInterim(ESTestCase.randomBoolean());
+        }
+        return request;
+    }
+
+    @Override
+    protected GetRecordsRequest doParseInstance(XContentParser parser) throws IOException {
+        return GetRecordsRequest.PARSER.apply(parser, null);
+    }
+
+    @Override
+    protected boolean supportsUnknownFields() {
+        return false;
+    }
+}

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/GetRecordsResponseTests.java

@@ -0,0 +1,54 @@
+/*
+ * 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.ml;
+
+import org.elasticsearch.client.ml.job.results.AnomalyRecord;
+import org.elasticsearch.client.ml.job.results.AnomalyRecordTests;
+import org.elasticsearch.common.xcontent.XContentParser;
+import org.elasticsearch.test.AbstractXContentTestCase;
+import org.elasticsearch.test.ESTestCase;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+public class GetRecordsResponseTests extends AbstractXContentTestCase<GetRecordsResponse> {
+
+    @Override
+    protected GetRecordsResponse createTestInstance() {
+        String jobId = ESTestCase.randomAlphaOfLength(20);
+        int listSize = ESTestCase.randomInt(10);
+        List<AnomalyRecord> records = new ArrayList<>(listSize);
+        for (int j = 0; j < listSize; j++) {
+            AnomalyRecord record = AnomalyRecordTests.createTestInstance(jobId);
+            records.add(record);
+        }
+        return new GetRecordsResponse(records, listSize);
+    }
+
+    @Override
+    protected GetRecordsResponse doParseInstance(XContentParser parser) throws IOException {
+        return GetRecordsResponse.fromXContent(parser);
+    }
+
+    @Override
+    protected boolean supportsUnknownFields() {
+        return true;
+    }
+}

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/OpenJobRequestTests.java

@@ -16,11 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.config.JobTests;
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.JobTests;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/OpenJobResponseTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/PutJobRequestTests.java

@@ -16,11 +16,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.config.Job;
+import org.elasticsearch.client.ml.job.config.JobTests;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.Job;
-import org.elasticsearch.protocol.xpack.ml.job.config.JobTests;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/PutJobResponseTests.java

@@ -16,10 +16,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml;
+package org.elasticsearch.client.ml;
 
+import org.elasticsearch.client.ml.job.config.JobTests;
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.JobTests;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
 import java.io.IOException;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/datafeed/ChunkingConfigTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/datafeed/DatafeedConfigTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
 import com.carrotsearch.randomizedtesting.generators.CodepointSetGenerator;
 import org.elasticsearch.common.settings.Settings;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/datafeed/DatafeedUpdateTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.datafeed;
+package org.elasticsearch.client.ml.datafeed;
 
 import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.common.unit.TimeValue;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/AnalysisConfigTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.common.unit.TimeValue;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/AnalysisLimitsTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.DeprecationHandler;
 import org.elasticsearch.common.xcontent.NamedXContentRegistry;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/CategorizationAnalyzerConfigTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/DataDescriptionTests.java

@@ -16,12 +16,12 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
-import org.elasticsearch.protocol.xpack.ml.job.config.DataDescription.DataFormat;
 import org.elasticsearch.test.AbstractXContentTestCase;
 
+import static org.elasticsearch.client.ml.job.config.DataDescription.DataFormat;
 import static org.hamcrest.Matchers.equalTo;
 import static org.hamcrest.Matchers.nullValue;
 import static org.hamcrest.core.Is.is;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/DetectionRuleTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/DetectorTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/FilterRefTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/JobTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import com.carrotsearch.randomizedtesting.generators.CodepointSetGenerator;
 import org.elasticsearch.common.settings.Settings;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/MlFilterTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/ModelPlotConfigTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/RuleConditionTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/config/RuleScopeTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.config;
+package org.elasticsearch.client.ml.job.config;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/process/DataCountsTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/process/ModelSizeStatsTests.java

@@ -16,15 +16,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;
-import org.elasticsearch.protocol.xpack.ml.job.process.ModelSizeStats.MemoryStatus;
 
 import java.util.Date;
 
+import static org.elasticsearch.client.ml.job.process.ModelSizeStats.MemoryStatus;
+
 public class ModelSizeStatsTests extends AbstractXContentTestCase<ModelSizeStats> {
 
     public void testDefaultConstructor() {

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/process/ModelSnapshotTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
 import org.elasticsearch.Version;
 import org.elasticsearch.common.unit.TimeValue;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/process/QuantilesTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.process;
+package org.elasticsearch.client.ml.job.process;
 
 import org.elasticsearch.common.unit.TimeValue;
 import org.elasticsearch.common.xcontent.XContentParser;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/results/AnomalyCauseTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/results/AnomalyRecordTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;
@@ -33,7 +33,7 @@ public class AnomalyRecordTests extends AbstractXContentTestCase<AnomalyRecord>
         return createTestInstance("foo");
     }
 
-    public AnomalyRecord createTestInstance(String jobId) {
+    public static AnomalyRecord createTestInstance(String jobId) {
         AnomalyRecord anomalyRecord = new AnomalyRecord(jobId, new Date(randomNonNegativeLong()), randomNonNegativeLong());
         anomalyRecord.setActual(Collections.singletonList(randomDouble()));
         anomalyRecord.setTypical(Collections.singletonList(randomDouble()));

client/rest-high-level/src/test/java/org/elasticsearch/client/ml/job/results/BucketInfluencerTests.java

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-package org.elasticsearch.protocol.xpack.ml.job.results;
+package org.elasticsearch.client.ml.job.results;
 
 import org.elasticsearch.common.xcontent.XContentParser;
 import org.elasticsearch.test.AbstractXContentTestCase;