OpenSearch/docs/java-api/docs/bulk.asciidoc

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[doc] Reorganize and clean Java documentation This commit reorganizes the docs to make Java API docs looking more like the REST docs. Also, with 2.0.0, FilterBuilders don't exist anymore but only QueryBuilders. Also, all docs api move now to docs/java-api/docs dir as for REST doc. Remove removed queries/filters ----- * Remove Constant Score Query with filter * Remove Fuzzy Like This (Field) Query (flt and flt_field) * Remove FilterBuilders Move filters to queries ----- * Move And Filter to And Query * Move Bool Filter to Bool Query * Move Exists Filter to Exists Query * Move Geo Bounding Box Filter to Geo Bounding Box Query * Move Geo Distance Filter to Geo Distance Query * Move Geo Distance Range Filter to Geo Distance Range Query * Move Geo Polygon Filter to Geo Polygon Query * Move Geo Shape Filter to Geo Shape Query * Move Has Child Filter by Has Child Query * Move Has Parent Filter by Has Parent Query * Move Ids Filter by Ids Query * Move Limit Filter to Limit Query * Move MatchAll Filter to MatchAll Query * Move Missing Filter to Missing Query * Move Nested Filter to Nested Query * Move Not Filter to Not Query * Move Or Filter to Or Query * Move Range Filter to Range Query * Move Ids Filter to Ids Query * Move Term Filter to Term Query * Move Terms Filter to Terms Query * Move Type Filter to Type Query Add missing queries ----- * Add Common Terms Query * Add Filtered Query * Add Function Score Query * Add Geohash Cell Query * Add Regexp Query * Add Script Query * Add Simple Query String Query * Add Span Containing Query * Add Span Multi Term Query * Add Span Within Query Reorganize the documentation ----- * Organize by full text queries * Organize by term level queries * Organize by compound queries * Organize by joining queries * Organize by geo queries * Organize by specialized queries * Organize by span queries * Move Boosting Query * Move DisMax Query * Move Fuzzy Query * Move Indices Query * Move Match Query * Move Mlt Query * Move Multi Match Query * Move Prefix Query * Move Query String Query * Move Span First Query * Move Span Near Query * Move Span Not Query * Move Span Or Query * Move Span Term Query * Move Template Query * Move Wildcard Query Add some missing pages ---- * Add multi get API * Add indexed-scripts link Also closes #7826 Related to https://github.com/elastic/elasticsearch/pull/11477#issuecomment-114745934
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[[java-docs-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()
)
);
[doc] Reorganize and clean Java documentation This commit reorganizes the docs to make Java API docs looking more like the REST docs. Also, with 2.0.0, FilterBuilders don't exist anymore but only QueryBuilders. Also, all docs api move now to docs/java-api/docs dir as for REST doc. Remove removed queries/filters ----- * Remove Constant Score Query with filter * Remove Fuzzy Like This (Field) Query (flt and flt_field) * Remove FilterBuilders Move filters to queries ----- * Move And Filter to And Query * Move Bool Filter to Bool Query * Move Exists Filter to Exists Query * Move Geo Bounding Box Filter to Geo Bounding Box Query * Move Geo Distance Filter to Geo Distance Query * Move Geo Distance Range Filter to Geo Distance Range Query * Move Geo Polygon Filter to Geo Polygon Query * Move Geo Shape Filter to Geo Shape Query * Move Has Child Filter by Has Child Query * Move Has Parent Filter by Has Parent Query * Move Ids Filter by Ids Query * Move Limit Filter to Limit Query * Move MatchAll Filter to MatchAll Query * Move Missing Filter to Missing Query * Move Nested Filter to Nested Query * Move Not Filter to Not Query * Move Or Filter to Or Query * Move Range Filter to Range Query * Move Ids Filter to Ids Query * Move Term Filter to Term Query * Move Terms Filter to Terms Query * Move Type Filter to Type Query Add missing queries ----- * Add Common Terms Query * Add Filtered Query * Add Function Score Query * Add Geohash Cell Query * Add Regexp Query * Add Script Query * Add Simple Query String Query * Add Span Containing Query * Add Span Multi Term Query * Add Span Within Query Reorganize the documentation ----- * Organize by full text queries * Organize by term level queries * Organize by compound queries * Organize by joining queries * Organize by geo queries * Organize by specialized queries * Organize by span queries * Move Boosting Query * Move DisMax Query * Move Fuzzy Query * Move Indices Query * Move Match Query * Move Mlt Query * Move Multi Match Query * Move Prefix Query * Move Query String Query * Move Span First Query * Move Span Near Query * Move Span Not Query * Move Span Or Query * Move Span Term Query * Move Template Query * Move Wildcard Query Add some missing pages ---- * Add multi get API * Add indexed-scripts link Also closes #7826 Related to https://github.com/elastic/elasticsearch/pull/11477#issuecomment-114745934
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BulkResponse bulkResponse = bulkRequest.get();
if (bulkResponse.hasFailures()) {
// process failures by iterating through each bulk response item
}
--------------------------------------------------
[doc] Reorganize and clean Java documentation This commit reorganizes the docs to make Java API docs looking more like the REST docs. Also, with 2.0.0, FilterBuilders don't exist anymore but only QueryBuilders. Also, all docs api move now to docs/java-api/docs dir as for REST doc. Remove removed queries/filters ----- * Remove Constant Score Query with filter * Remove Fuzzy Like This (Field) Query (flt and flt_field) * Remove FilterBuilders Move filters to queries ----- * Move And Filter to And Query * Move Bool Filter to Bool Query * Move Exists Filter to Exists Query * Move Geo Bounding Box Filter to Geo Bounding Box Query * Move Geo Distance Filter to Geo Distance Query * Move Geo Distance Range Filter to Geo Distance Range Query * Move Geo Polygon Filter to Geo Polygon Query * Move Geo Shape Filter to Geo Shape Query * Move Has Child Filter by Has Child Query * Move Has Parent Filter by Has Parent Query * Move Ids Filter by Ids Query * Move Limit Filter to Limit Query * Move MatchAll Filter to MatchAll Query * Move Missing Filter to Missing Query * Move Nested Filter to Nested Query * Move Not Filter to Not Query * Move Or Filter to Or Query * Move Range Filter to Range Query * Move Ids Filter to Ids Query * Move Term Filter to Term Query * Move Terms Filter to Terms Query * Move Type Filter to Type Query Add missing queries ----- * Add Common Terms Query * Add Filtered Query * Add Function Score Query * Add Geohash Cell Query * Add Regexp Query * Add Script Query * Add Simple Query String Query * Add Span Containing Query * Add Span Multi Term Query * Add Span Within Query Reorganize the documentation ----- * Organize by full text queries * Organize by term level queries * Organize by compound queries * Organize by joining queries * Organize by geo queries * Organize by specialized queries * Organize by span queries * Move Boosting Query * Move DisMax Query * Move Fuzzy Query * Move Indices Query * Move Match Query * Move Mlt Query * Move Multi Match Query * Move Prefix Query * Move Query String Query * Move Span First Query * Move Span Near Query * Move Span Not Query * Move Span Or Query * Move Span Term Query * Move Template Query * Move Wildcard Query Add some missing pages ---- * Add multi get API * Add indexed-scripts link Also closes #7826 Related to https://github.com/elastic/elasticsearch/pull/11477#issuecomment-114745934
2015-06-24 17:27:19 -04:00
[[java-docs-bulk-processor]]
=== 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.BackoffPolicy;
import org.elasticsearch.action.bulk.BulkProcessor;
import org.elasticsearch.common.unit.ByteSizeUnit;
import org.elasticsearch.common.unit.ByteSizeValue;
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import org.elasticsearch.common.unit.TimeValue;
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>
.setBackoffPolicy(
BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3)) <9>
.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.
<9> Set a custom backoff policy which will initially wait for 100ms, increase exponentially and retries up to three
times. A retry is attempted whenever one or more bulk item requests have failed with an `EsRejectedExecutionException`
which indicates that there were too little compute resources available for processing the request. To disable backoff,
pass `BackoffPolicy.noBackoff()`.
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
* sets backoffPolicy to an exponential backoff with 8 retries and a start delay of 50ms. The total wait time is roughly 5.1 seconds.
When all documents are loaded to the `BulkProcessor` it can be closed by using `awaitClose` or `close` methods:
[source,java]
--------------------------------------------------
bulkProcessor.awaitClose(10, TimeUnit.MINUTES);
--------------------------------------------------
or
[source,java]
--------------------------------------------------
bulkProcessor.close();
--------------------------------------------------
Both methods flush any remaining documents and disable all other scheduled flushes if they were scheduled by setting
`flushInterval`. If concurrent requests were enabled the `awaitClose` method waits for up to the specified timeout for
all bulk requests to complete then returns `true`, if the specified waiting time elapses before all bulk requests complete,
`false` is returned. The `close` method doesn't wait for any remaining bulk requests to complete and exits immediately.