[Docs] Document Bulk Processor for Java High Level REST Client (#25572)

This commit is contained in:
Tanguy Leroux 2017-07-06 17:05:10 +02:00 committed by GitHub
parent bd6d7f1495
commit d9bc0f48b4
2 changed files with 194 additions and 0 deletions

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@ -27,7 +27,9 @@ import org.elasticsearch.ElasticsearchException;
import org.elasticsearch.action.ActionListener; import org.elasticsearch.action.ActionListener;
import org.elasticsearch.action.DocWriteRequest; import org.elasticsearch.action.DocWriteRequest;
import org.elasticsearch.action.DocWriteResponse; import org.elasticsearch.action.DocWriteResponse;
import org.elasticsearch.action.bulk.BackoffPolicy;
import org.elasticsearch.action.bulk.BulkItemResponse; import org.elasticsearch.action.bulk.BulkItemResponse;
import org.elasticsearch.action.bulk.BulkProcessor;
import org.elasticsearch.action.bulk.BulkRequest; import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse; import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest; import org.elasticsearch.action.delete.DeleteRequest;
@ -45,6 +47,9 @@ import org.elasticsearch.client.ESRestHighLevelClientTestCase;
import org.elasticsearch.client.Response; import org.elasticsearch.client.Response;
import org.elasticsearch.client.RestHighLevelClient; import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.Strings; import org.elasticsearch.common.Strings;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.unit.ByteSizeUnit;
import org.elasticsearch.common.unit.ByteSizeValue;
import org.elasticsearch.common.unit.TimeValue; import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.common.xcontent.XContentBuilder; import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.common.xcontent.XContentFactory; import org.elasticsearch.common.xcontent.XContentFactory;
@ -55,12 +60,14 @@ import org.elasticsearch.rest.RestStatus;
import org.elasticsearch.script.Script; import org.elasticsearch.script.Script;
import org.elasticsearch.script.ScriptType; import org.elasticsearch.script.ScriptType;
import org.elasticsearch.search.fetch.subphase.FetchSourceContext; import org.elasticsearch.search.fetch.subphase.FetchSourceContext;
import org.elasticsearch.threadpool.ThreadPool;
import java.io.IOException; import java.io.IOException;
import java.util.Collections; import java.util.Collections;
import java.util.Date; import java.util.Date;
import java.util.HashMap; import java.util.HashMap;
import java.util.Map; import java.util.Map;
import java.util.concurrent.TimeUnit;
import static java.util.Collections.emptyMap; import static java.util.Collections.emptyMap;
import static java.util.Collections.singletonMap; import static java.util.Collections.singletonMap;
@ -855,4 +862,97 @@ public class CRUDDocumentationIT extends ESRestHighLevelClientTestCase {
// end::get-conflict // end::get-conflict
} }
} }
public void testBulkProcessor() throws InterruptedException, IOException {
Settings settings = Settings.builder().put("node.name", "my-application").build();
RestHighLevelClient client = highLevelClient();
{
// tag::bulk-processor-init
ThreadPool threadPool = new ThreadPool(settings); // <1>
BulkProcessor.Listener listener = new BulkProcessor.Listener() { // <2>
@Override
public void beforeBulk(long executionId, BulkRequest request) {
// <3>
}
@Override
public void afterBulk(long executionId, BulkRequest request, BulkResponse response) {
// <4>
}
@Override
public void afterBulk(long executionId, BulkRequest request, Throwable failure) {
// <5>
}
};
BulkProcessor bulkProcessor = new BulkProcessor.Builder(client::bulkAsync, listener, threadPool)
.build(); // <6>
// end::bulk-processor-init
assertNotNull(bulkProcessor);
// tag::bulk-processor-add
IndexRequest one = new IndexRequest("posts", "doc", "1").
source(XContentType.JSON, "title", "In which order are my Elasticsearch queries executed?");
IndexRequest two = new IndexRequest("posts", "doc", "2")
.source(XContentType.JSON, "title", "Current status and upcoming changes in Elasticsearch");
IndexRequest three = new IndexRequest("posts", "doc", "3")
.source(XContentType.JSON, "title", "The Future of Federated Search in Elasticsearch");
bulkProcessor.add(one);
bulkProcessor.add(two);
bulkProcessor.add(three);
// end::bulk-processor-add
// tag::bulk-processor-await
boolean terminated = bulkProcessor.awaitClose(30L, TimeUnit.SECONDS); // <1>
// end::bulk-processor-await
assertTrue(terminated);
// tag::bulk-processor-close
bulkProcessor.close();
// end::bulk-processor-close
terminate(threadPool);
}
{
// tag::bulk-processor-listener
BulkProcessor.Listener listener = new BulkProcessor.Listener() {
@Override
public void beforeBulk(long executionId, BulkRequest request) {
int numberOfActions = request.numberOfActions(); // <1>
logger.debug("Executing bulk [{}] with {} requests", executionId, numberOfActions);
}
@Override
public void afterBulk(long executionId, BulkRequest request, BulkResponse response) {
if (response.hasFailures()) { // <2>
logger.warn("Bulk [{}] executed with failures", executionId);
} else {
logger.debug("Bulk [{}] completed in {} milliseconds", executionId, response.getTook().getMillis());
}
}
@Override
public void afterBulk(long executionId, BulkRequest request, Throwable failure) {
logger.error("Failed to execute bulk", failure); // <3>
}
};
// end::bulk-processor-listener
ThreadPool threadPool = new ThreadPool(settings);
try {
// tag::bulk-processor-options
BulkProcessor.Builder builder = new BulkProcessor.Builder(client::bulkAsync, listener, threadPool);
builder.setBulkActions(500); // <1>
builder.setBulkSize(new ByteSizeValue(1L, ByteSizeUnit.MB)); // <2>
builder.setConcurrentRequests(0); // <3>
builder.setFlushInterval(TimeValue.timeValueSeconds(10L)); // <4>
builder.setBackoffPolicy(BackoffPolicy.constantBackoff(TimeValue.timeValueSeconds(1L), 3)); // <5>
// end::bulk-processor-options
} finally {
terminate(threadPool);
}
}
}
} }

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@ -1,6 +1,8 @@
[[java-rest-high-document-bulk]] [[java-rest-high-document-bulk]]
=== Bulk API === Bulk API
NOTE: The Java High Level REST Client provides the <<java-rest-high-document-bulk-processor>> to assist with bulk requests
[[java-rest-high-document-bulk-request]] [[java-rest-high-document-bulk-request]]
==== Bulk Request ==== Bulk Request
@ -115,3 +117,95 @@ include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-errors]
-------------------------------------------------- --------------------------------------------------
<1> Indicate if a given operation failed <1> Indicate if a given operation failed
<2> Retrieve the failure of the failed operation <2> Retrieve the failure of the failed operation
[[java-rest-high-document-bulk-processor]]
==== Bulk Processor
The `BulkProcessor` simplifies the usage of the Bulk API by providing
a utility class that allows index/update/delete operations to be
transparently executed as they are added to the processor.
In order to execute the requests, the `BulkProcessor` requires 3 components:
`RestHighLevelClient`:: This client is used to execute the `BulkRequest`
and to retrieve the `BulkResponse`
`BulkProcessor.Listener`:: This listener is called before and after
every `BulkRequest` execution or when a `BulkRequest` failed
`ThreadPool`:: The `BulkRequest` executions are done using threads from this
pool, allowing the `BulkProcessor` to work in a non-blocking manner and to
accept new index/update/delete requests while bulk requests are executing.
Then the `BulkProcessor.Builder` class can be used to build a new `BulkProcessor`:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-init]
--------------------------------------------------
<1> Create the `ThreadPool` using the given `Settings`
<2> Create the `BulkProcessor.Listener`
<3> This method is called before each execution of a `BulkRequest`
<4> This method is called after each execution of a `BulkRequest`
<5> This method is called when a `BulkRequest` failed
<6> Create the `BulkProcessor` by calling the `build()` method from
the `BulkProcessor.Builder`. The `RestHighLevelClient.bulkAsync()`
method will be used to execute the `BulkRequest` under the hood.
The `BulkProcessor.Builder` provides methods to configure how the `BulkProcessor`
should handle requests execution:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-options]
--------------------------------------------------
<1> Set when to flush a new bulk request based on the number of
actions currently added (defaults to 1000, use -1 to disable it)
<2> Set when to flush a new bulk request based on the size of
actions currently added (defaults to 5Mb, use -1 to disable it)
<3> Set the number of concurrent requests allowed to be executed
(default to 1, use 0 to only allow the execution of a single request)
<4> Set a flush interval flushing any `BulkRequest` pending if the
interval passes (defaults to not set)
<5> Set a constant back off policy that initially waits for 1 second
and retries up to 3 times. See `BackoffPolicy.noBackoff()`,
`BackoffPolicy.constantBackoff()` and `BackoffPolicy.exponentialBackoff()`
for more options.
Once the `BulkProcessor` is created requests can be added to it:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-add]
--------------------------------------------------
The requests will be executed by the `BulkProcessor`, which takes care of
calling the `BulkProcessor.Listener` for every bulk request.
The listener provides methods to access to the `BulkRequest` and the `BulkResponse`:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-listener]
--------------------------------------------------
<1> Called before each execution of a `BulkRequest`, this method allows
to know the number of operations that are going to be executed within the `BulkRequest`
<2> Called after each execution of a `BulkRequest`, this method allows
to know if the `BulkResponse` contains errors
<3> Called if the `BulkRequest` failed, this method allows to know
the failure
Once all requests have been added to the `BulkProcessor`, its instance needs to
be closed closed using one of the two available closing methods.
The `awaitClose()` method can be used to wait until all requests have been processed
or the specified waiting time elapses:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-await]
--------------------------------------------------
<1> The method returns `true` if all bulk requests completed and `false` if the
waiting time elapsed before all the bulk requests completed
The `close()` method can be used to immediately close the `BulkProcessor`:
["source","java",subs="attributes,callouts,macros"]
--------------------------------------------------
include-tagged::{doc-tests}/CRUDDocumentationIT.java[bulk-processor-close]
--------------------------------------------------
Both methods flush the requests added to the processor before closing the processor
and also forbid any new request to be added to it.