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Handle individual doc parsing failure gracefully in bulk request with pipeline (elastic#138624)
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‎docs/changelog/138624.yaml‎

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pr: 138624
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summary: Handle individual doc parsing failure in bulk request with pipeline
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area: Ingest Node
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type: bug
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issues:
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- 138445

‎server/src/internalClusterTest/java/org/elasticsearch/ingest/IngestClientIT.java‎

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@@ -378,6 +378,92 @@ public void testPipelineProcessorOnFailure() throws Exception {
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assertThat(inserted.get("readme"), equalTo("pipeline with id [3] is a bad pipeline"));
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}
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public void testBulkRequestWithInvalidJsonAndPipeline() throws Exception {
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// Test that when a document with invalid JSON is in a bulk request with a pipeline,
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// the invalid document fails gracefully without causing the entire bulk request to fail.
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// This tests the fix for https://github.com/elastic/elasticsearch/issues/138445
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createIndex("test_index");
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putJsonPipeline(
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"test-pipeline",
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(builder, params) -> builder.field("description", "test pipeline")
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.startArray("processors")
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.startObject()
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.startObject("test")
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.endObject()
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.endObject()
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.endArray()
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);
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// Create a bulk request with valid and invalid documents
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BulkRequest bulkRequest = new BulkRequest();
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// Valid document
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IndexRequest validRequest = new IndexRequest("test_index").id("valid_doc");
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validRequest.source("{\"valid\":\"test\"}", XContentType.JSON);
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validRequest.setPipeline("test-pipeline");
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bulkRequest.add(validRequest);
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// Invalid document with missing closing brace
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IndexRequest invalidRequest = new IndexRequest("test_index").id("invalid_doc");
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invalidRequest.source("{\"invalid\":\"json\"", XContentType.JSON);
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invalidRequest.setPipeline("test-pipeline");
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bulkRequest.add(invalidRequest);
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// Invalid document with duplicate fields
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IndexRequest invalidRequest2 = new IndexRequest("test_index").id("invalid_doc2");
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invalidRequest2.source("{\"invalid\":\"json\", \"invalid\":\"json\"}", XContentType.JSON);
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invalidRequest2.setPipeline("test-pipeline");
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bulkRequest.add(invalidRequest2);
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// Another valid document
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IndexRequest validRequest2 = new IndexRequest("test_index").id("valid_doc2");
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validRequest2.source("{\"valid\":\"test2\"}", XContentType.JSON);
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validRequest2.setPipeline("test-pipeline");
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bulkRequest.add(validRequest2);
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BulkResponse response = client().bulk(bulkRequest).actionGet();
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// The bulk request should succeed
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assertThat(response.hasFailures(), is(true));
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assertThat(response.getItems().length, equalTo(4));
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// First document should succeed
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BulkItemResponse item0 = response.getItems()[0];
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assertThat(item0.isFailed(), is(false));
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assertThat(item0.getResponse().getId(), equalTo("valid_doc"));
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assertThat(item0.getResponse().getResult(), equalTo(DocWriteResponse.Result.CREATED));
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// Second document should fail
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BulkItemResponse item1 = response.getItems()[1];
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assertThat(item1.isFailed(), is(true));
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assertThat(item1.getFailure().getStatus(), equalTo(org.elasticsearch.rest.RestStatus.BAD_REQUEST));
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assertThat(item1.getFailure().getCause(), instanceOf(IllegalArgumentException.class));
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// Third document should fail
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BulkItemResponse item2 = response.getItems()[2];
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assertThat(item2.isFailed(), is(true));
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assertThat(item2.getFailure().getStatus(), equalTo(org.elasticsearch.rest.RestStatus.BAD_REQUEST));
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assertThat(item2.getFailure().getCause(), instanceOf(IllegalArgumentException.class));
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// Fourth document should succeed
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BulkItemResponse item3 = response.getItems()[3];
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assertThat(item3.isFailed(), is(false));
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assertThat(item3.getResponse().getId(), equalTo("valid_doc2"));
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assertThat(item3.getResponse().getResult(), equalTo(DocWriteResponse.Result.CREATED));
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// Verify that the valid documents were indexed
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assertThat(client().prepareGet("test_index", "valid_doc").get().isExists(), is(true));
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assertThat(client().prepareGet("test_index", "valid_doc2").get().isExists(), is(true));
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// Verify that the invalid documents were not indexed
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assertThat(client().prepareGet("test_index", "invalid_doc").get().isExists(), is(false));
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assertThat(client().prepareGet("test_index", "invalid_doc2").get().isExists(), is(false));
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// cleanup
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deletePipeline("test-pipeline");
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}
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public static class ExtendedIngestTestPlugin extends IngestTestPlugin {
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383469
@Override

‎server/src/main/java/org/elasticsearch/ingest/IngestService.java‎

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@@ -992,7 +992,20 @@ protected void doRun() {
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}
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final int slot = i;
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final Releasable ref = refs.acquire();
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final IngestDocument ingestDocument = newIngestDocument(indexRequest);
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final IngestDocument ingestDocument;
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try {
997+
ingestDocument = newIngestDocument(indexRequest);
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} catch (Exception e) {
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// Document parsing failed (e.g. invalid JSON). Handle this gracefully
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// by marking this document as failed and continuing with other documents.
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final long ingestTimeInNanos = System.nanoTime() - startTimeInNanos;
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totalMetrics.postIngest(ingestTimeInNanos);
1003+
totalMetrics.ingestFailed();
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ref.close();
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i++;
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onFailure.apply(slot, e, IndexDocFailureStoreStatus.NOT_APPLICABLE_OR_UNKNOWN);
1007+
continue;
1008+
}
9961009
final Metadata originalDocumentMetadata = ingestDocument.getMetadata().clone();
9971010
// the document listener gives us three-way logic: a document can fail processing (1), or it can
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// be successfully processed. a successfully processed document can be kept (2) or dropped (3).

‎server/src/test/java/org/elasticsearch/ingest/IngestServiceTests.java‎

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@@ -73,6 +73,7 @@
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import org.elasticsearch.test.MockLog;
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import org.elasticsearch.threadpool.ThreadPool;
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import org.elasticsearch.xcontent.XContentBuilder;
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import org.elasticsearch.xcontent.XContentParseException;
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import org.elasticsearch.xcontent.XContentType;
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import org.elasticsearch.xcontent.cbor.CborXContent;
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import org.junit.Before;
@@ -1784,6 +1785,89 @@ public void testBulkRequestExecutionWithFailures() throws Exception {
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verify(listener, times(1)).onResponse(null);
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}
17861787

1788+
public void testBulkRequestExecutionWithInvalidJsonDocument() throws Exception {
1789+
// Test that when a document with invalid JSON (e.g., duplicate keys) is in a bulk request with a pipeline,
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// the invalid document fails gracefully without causing the entire bulk request to fail.
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BulkRequest bulkRequest = new BulkRequest();
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String pipelineId = "_id";
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// Valid document that should succeed
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IndexRequest validRequest = new IndexRequest("_index").id("valid").setPipeline(pipelineId).setFinalPipeline("_none");
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validRequest.source(Requests.INDEX_CONTENT_TYPE, "field1", "value1");
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validRequest.setListExecutedPipelines(true);
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bulkRequest.add(validRequest);
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// Invalid document with missing closing brace
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String invalidJson = "{\"invalid\":\"json\"";
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IndexRequest invalidRequest = new IndexRequest("_index").id("invalid").setPipeline(pipelineId).setFinalPipeline("_none");
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invalidRequest.source(new BytesArray(invalidJson), XContentType.JSON);
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bulkRequest.add(invalidRequest);
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// Another valid document that should succeed
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IndexRequest validRequest2 = new IndexRequest("_index").id("valid2").setPipeline(pipelineId).setFinalPipeline("_none");
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validRequest2.source(Requests.INDEX_CONTENT_TYPE, "field2", "value2");
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validRequest2.setListExecutedPipelines(true);
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bulkRequest.add(validRequest2);
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// Invalid document with duplicated keys
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String invalidJson2 = "{\"@timestamp\":\"2024-06-01T00:00:00Z\",\"@timestamp\":\"2024-06-01T00:00:00Z\"}";
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IndexRequest invalidRequest2 = new IndexRequest("_index").id("invalid").setPipeline(pipelineId).setFinalPipeline("_none");
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invalidRequest2.source(new BytesArray(invalidJson2), XContentType.JSON);
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bulkRequest.add(invalidRequest2);
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final Processor processor = mock(Processor.class);
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when(processor.getType()).thenReturn("mock");
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when(processor.getTag()).thenReturn("mockTag");
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doAnswer(args -> {
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BiConsumer<IngestDocument, Exception> handler = args.getArgument(1);
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handler.accept(RandomDocumentPicks.randomIngestDocument(random()), null);
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return null;
1825+
}).when(processor).execute(any(), any());
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IngestService ingestService = createWithProcessors(Map.of("mock", (factories, tag, description, config, projectId) -> processor));
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PutPipelineRequest putRequest = putJsonPipelineRequest("_id", "{\"processors\": [{\"mock\" : {}}]}");
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var projectId = randomProjectIdOrDefault();
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ClusterState clusterState = ClusterState.builder(ClusterName.DEFAULT)
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.putProjectMetadata(ProjectMetadata.builder(projectId).build())
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.build();
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ClusterState previousClusterState = clusterState;
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clusterState = executePut(projectId, putRequest, clusterState);
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ingestService.applyClusterState(new ClusterChangedEvent("", clusterState, previousClusterState));
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TriConsumer<Integer, Exception, IndexDocFailureStoreStatus> requestItemErrorHandler = mock();
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final ActionListener<Void> listener = mock();
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ingestService.executeBulkRequest(
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projectId,
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4,
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bulkRequest.requests(),
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indexReq -> {},
1845+
(s) -> false,
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(slot, targetIndex, e) -> fail("Should not redirect to failure store"),
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requestItemErrorHandler,
1848+
listener
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);
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1851+
// The invalid documents should fail with a parsing error
1852+
verify(requestItemErrorHandler).apply(
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eq(1), // slot 1 is the invalid document
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argThat(e -> e instanceof XContentParseException),
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eq(IndexDocFailureStoreStatus.NOT_APPLICABLE_OR_UNKNOWN)
1856+
);
1857+
verify(requestItemErrorHandler).apply(
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eq(3), // slot 3 is the other invalid document
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argThat(e -> e instanceof XContentParseException),
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eq(IndexDocFailureStoreStatus.NOT_APPLICABLE_OR_UNKNOWN)
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);
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// The bulk listener should still be called with success
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verify(listener).onResponse(null);
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assertStats(ingestService.stats().totalStats(), 4, 2, 0);
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// Verify that the valid documents were processed (they should have their pipelines executed)
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assertThat(validRequest.getExecutedPipelines(), equalTo(List.of(pipelineId)));
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assertThat(validRequest2.getExecutedPipelines(), equalTo(List.of(pipelineId)));
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}
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17871871
public void testExecuteFailureRedirection() throws Exception {
17881872
final CompoundProcessor processor = mockCompoundProcessor();
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IngestService ingestService = createWithProcessors(

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