mtfelisb commented on code in PR #53:
URL: 
https://github.com/apache/flink-connector-elasticsearch/pull/53#discussion_r1484848274


##########
flink-connector-elasticsearch8/src/test/java/org/apache/flink/connector/elasticsearch/sink/Elasticsearch8AsyncWriterITCase.java:
##########
@@ -0,0 +1,276 @@
+/*
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF 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.apache.flink.connector.elasticsearch.sink;
+
+import org.apache.flink.connector.base.sink.writer.TestSinkInitContext;
+import 
org.apache.flink.connector.elasticsearch.sink.Elasticsearch8AsyncSinkITCase.DummyData;
+import org.apache.flink.metrics.Gauge;
+
+import co.elastic.clients.elasticsearch.core.bulk.IndexOperation;
+import co.elastic.clients.elasticsearch.core.bulk.UpdateOperation;
+import org.apache.http.HttpHost;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.Timeout;
+import org.testcontainers.junit.jupiter.Testcontainers;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.List;
+import java.util.Optional;
+import java.util.concurrent.locks.Condition;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
+import java.util.function.Consumer;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+/** Integration tests for {@link Elasticsearch8AsyncWriter}. */
+@Testcontainers
+public class Elasticsearch8AsyncWriterITCase extends 
ElasticsearchSinkBaseITCase {
+    private TestSinkInitContext context;
+
+    private final Lock lock = new ReentrantLock();
+
+    private final Condition completed = lock.newCondition();
+
+    @BeforeEach
+    void setUp() {
+        this.context = new TestSinkInitContext();
+        this.client = getRestClient();
+    }
+
+    @AfterEach
+    void shutdown() throws IOException {
+        if (client != null) {
+            client.close();
+        }
+    }
+
+    @Test
+    @Timeout(5)
+    public void testBulkOnFlush() throws IOException, InterruptedException {
+        String index = "test-bulk-on-flush";
+        int maxBatchSize = 2;
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize)) {
+            writer.write(new DummyData("test-1", "test-1"), null);
+            writer.write(new DummyData("test-2", "test-2"), null);
+
+            writer.flush(false);
+            assertIdsAreWritten(index, new String[] {"test-1", "test-2"});
+
+            writer.write(new DummyData("3", "test-3"), null);
+
+            writer.flush(true);
+            assertIdsAreWritten(index, new String[] {"test-3"});
+        }
+    }
+
+    @Test
+    @Timeout(5)
+    public void testBulkOnBufferTimeFlush() throws Exception {
+        String index = "test-bulk-on-time-in-buffer";
+        int maxBatchSize = 3;
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize)) {
+            writer.write(new DummyData("test-1", "test-1"), null);
+            writer.flush(true);
+
+            assertIdsAreWritten(index, new String[] {"test-1"});
+
+            writer.write(new DummyData("test-2", "test-2"), null);
+            writer.write(new DummyData("test-3", "test-3"), null);
+
+            assertIdsAreNotWritten(index, new String[] {"test-2", "test-3"});
+            context.getTestProcessingTimeService().advance(6000L);
+
+            await();
+        }
+
+        assertIdsAreWritten(index, new String[] {"test-2", "test-3"});
+    }
+
+    @Test
+    @Timeout(5)
+    public void testBytesSentMetric() throws Exception {
+        String index = "test-bytes-sent-metrics";
+        int maxBatchSize = 3;
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize)) {
+            
assertThat(context.getNumBytesOutCounter().getCount()).isEqualTo(0);
+
+            writer.write(new DummyData("test-1", "test-1"), null);
+            writer.write(new DummyData("test-2", "test-2"), null);
+            writer.write(new DummyData("test-3", "test-3"), null);
+
+            await();
+        }
+
+        
assertThat(context.getNumBytesOutCounter().getCount()).isGreaterThan(0);
+        assertIdsAreWritten(index, new String[] {"test-1", "test-2", 
"test-3"});
+    }
+
+    @Test
+    @Timeout(5)
+    public void testRecordsSentMetric() throws Exception {
+        String index = "test-records-sent-metric";
+        int maxBatchSize = 3;
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize)) {
+            
assertThat(context.getNumRecordsOutCounter().getCount()).isEqualTo(0);
+
+            writer.write(new DummyData("test-1", "test-1"), null);
+            writer.write(new DummyData("test-2", "test-2"), null);
+            writer.write(new DummyData("test-3", "test-3"), null);
+
+            await();
+        }
+
+        assertThat(context.getNumRecordsOutCounter().getCount()).isEqualTo(3);
+        assertIdsAreWritten(index, new String[] {"test-1", "test-2", 
"test-3"});
+    }
+
+    @Test
+    @Timeout(5)
+    public void testSendTimeMetric() throws Exception {
+        String index = "test-send-time-metric";
+        int maxBatchSize = 3;
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize)) {
+            final Optional<Gauge<Long>> currentSendTime = 
context.getCurrentSendTimeGauge();
+
+            writer.write(new DummyData("test-1", "test-1"), null);
+            writer.write(new DummyData("test-2", "test-2"), null);
+            writer.write(new DummyData("test-3", "test-3"), null);
+
+            await();
+
+            assertThat(currentSendTime).isPresent();
+            assertThat(currentSendTime.get().getValue()).isGreaterThan(0L);
+        }
+
+        assertIdsAreWritten(index, new String[] {"test-1", "test-2", 
"test-3"});
+    }
+
+    @Test
+    @Timeout(5)
+    public void testHandlePartiallyFailedBulk() throws Exception {
+        String index = "test-partially-failed-bulk";
+        int maxBatchSize = 2;
+
+        Elasticsearch8AsyncSinkBuilder.OperationConverter<DummyData> 
elementConverter =
+                new Elasticsearch8AsyncSinkBuilder.OperationConverter<>(
+                        (element, ctx) ->
+                                new UpdateOperation.Builder<>()
+                                        .id(element.getId())
+                                        .index(index)
+                                        .action(
+                                                ac ->
+                                                        ac.doc(element)
+                                                                .docAsUpsert(
+                                                                        
element.getId()
+                                                                               
 .equals("test-2")))
+                                        .build());
+
+        try (final Elasticsearch8AsyncWriter<DummyData> writer =
+                createWriter(index, maxBatchSize, elementConverter)) {
+            writer.write(new DummyData("test-1", "test-1-updated"), null);
+            writer.write(new DummyData("test-2", "test-2-updated"), null);
+        }
+
+        await();
+
+        
assertThat(context.metricGroup().getNumRecordsOutErrorsCounter().getCount()).isEqualTo(1);
+        assertIdsAreWritten(index, new String[] {"test-2"});
+        assertIdsAreNotWritten(index, new String[] {"test-1"});
+    }
+
+    private Elasticsearch8AsyncSinkBuilder.OperationConverter<DummyData>
+            getDefaultTestElementConverter(String index) {
+        return new Elasticsearch8AsyncSinkBuilder.OperationConverter<>(
+                (element, ctx) ->
+                        new IndexOperation.Builder<DummyData>()
+                                .id(element.getId())
+                                .document(element)
+                                .index(index)
+                                .build());
+    }
+
+    private Elasticsearch8AsyncWriter<DummyData> createWriter(String index, 
int maxBatchSize) {
+        return createWriter(index, maxBatchSize, 
getDefaultTestElementConverter(index));
+    }
+
+    private Elasticsearch8AsyncWriter<DummyData> createWriter(
+            String index,
+            int maxBatchSize,
+            Elasticsearch8AsyncSinkBuilder.OperationConverter<DummyData> 
elementConverter) {
+        return new Elasticsearch8AsyncWriter<DummyData>(

Review Comment:
   Hey, @Jiabao-Sun I've requested your review. I had to rebase the main here 
to get [these 
changes](https://github.com/apache/flink-connector-elasticsearch/commit/52f2afdda90d4d8881d64e6d13c8c8f8b94eb922).
 Essentially, I'm creating the writer via sink as you pointed out 
https://github.com/apache/flink-connector-elasticsearch/pull/53/commits/2869a87a4df3823010b963571a0aa1ea63fe0a0e.
 Once again, thank you! 👊 
   
   @MartijnVisser its indeed working for Flink 1.17/1.18 and the upcoming 1.19 
(in a single branch approach) 🙌



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