OpenSearch/docs/java-api/bulk.asciidoc

102 lines
3.8 KiB
Plaintext
Raw Normal View History

[[bulk]]
== Bulk API
The bulk API allows one to index and delete several documents in a
single request. Here is a sample usage:
[source,java]
--------------------------------------------------
import static org.elasticsearch.common.xcontent.XContentFactory.*;
BulkRequestBuilder bulkRequest = client.prepareBulk();
// either use client#prepare, or use Requests# to directly build index/delete requests
bulkRequest.add(client.prepareIndex("twitter", "tweet", "1")
.setSource(jsonBuilder()
.startObject()
.field("user", "kimchy")
.field("postDate", new Date())
.field("message", "trying out Elasticsearch")
.endObject()
)
);
bulkRequest.add(client.prepareIndex("twitter", "tweet", "2")
.setSource(jsonBuilder()
.startObject()
.field("user", "kimchy")
.field("postDate", new Date())
.field("message", "another post")
.endObject()
)
);
BulkResponse bulkResponse = bulkRequest.execute().actionGet();
if (bulkResponse.hasFailures()) {
// process failures by iterating through each bulk response item
}
--------------------------------------------------
[float]
== Using Bulk Processor
The `BulkProcessor` class offers a simple interface to flush bulk operations automatically based on the number or size
of requests, or after a given period.
To use it, first create a `BulkProcessor` instance:
[source,java]
--------------------------------------------------
import org.elasticsearch.action.bulk.BulkProcessor;
BulkProcessor bulkProcessor = BulkProcessor.builder(
client, <1>
new BulkProcessor.Listener() {
@Override
public void beforeBulk(long executionId,
BulkRequest request) { ... } <2>
@Override
public void afterBulk(long executionId,
BulkRequest request,
BulkResponse response) { ... } <3>
@Override
public void afterBulk(long executionId,
BulkRequest request,
Throwable failure) { ... } <4>
})
.setBulkActions(10000) <5>
.setBulkSize(new ByteSizeValue(1, ByteSizeUnit.GB)) <6>
.setFlushInterval(TimeValue.timeValueSeconds(5)) <7>
.setConcurrentRequests(1) <8>
.build();
--------------------------------------------------
<1> Add your elasticsearch client
<2> This method is called just before bulk is executed. You can for example see the numberOfActions with
`request.numberOfActions()`
<3> This method is called after bulk execution. You can for example check if there was some failing requests
with `response.hasFailures()`
<4> This method is called when the bulk failed and raised a `Throwable`
<5> We want to execute the bulk every 10 000 requests
<6> We want to flush the bulk every 1gb
<7> We want to flush the bulk every 5 seconds whatever the number of requests
<8> Set the number of concurrent requests. A value of 0 means that only a single request will be allowed to be
executed. A value of 1 means 1 concurrent request is allowed to be executed while accumulating new bulk requests.
Then you can simply add your requests to the `BulkProcessor`:
[source,java]
--------------------------------------------------
bulkProcessor.add(new IndexRequest("twitter", "tweet", "1").source(/* your doc here */));
bulkProcessor.add(new DeleteRequest("twitter", "tweet", "2"));
--------------------------------------------------
By default, `BulkProcessor`:
* sets bulkActions to `1000`
* sets bulkSize to `5mb`
* does not set flushInterval
* sets concurrentRequests to 1