ITBigQueryWriteManualClientTest.java

/*
 * Copyright 2020 Google LLC
 *
 * Licensed 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
 *
 *     https://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 com.google.cloud.bigquery.storage.v1beta2.it;

import static com.google.common.truth.Truth.assertThat;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertTrue;

import com.google.api.core.ApiFuture;
import com.google.cloud.ServiceOptions;
import com.google.cloud.bigquery.*;
import com.google.cloud.bigquery.Schema;
import com.google.cloud.bigquery.storage.test.Test.*;
import com.google.cloud.bigquery.storage.v1beta2.*;
import com.google.cloud.bigquery.testing.RemoteBigQueryHelper;
import com.google.protobuf.Descriptors;
import com.google.protobuf.Int64Value;
import java.io.IOException;
import java.util.*;
import java.util.concurrent.*;
import java.util.logging.Logger;
import org.json.JSONArray;
import org.json.JSONObject;
import org.junit.AfterClass;
import org.junit.Assert;
import org.junit.BeforeClass;
import org.junit.Test;
import org.threeten.bp.Duration;

/** Integration tests for BigQuery Write API. */
public class ITBigQueryWriteManualClientTest {
  private static final Logger LOG =
      Logger.getLogger(ITBigQueryWriteManualClientTest.class.getName());
  private static final String DATASET = RemoteBigQueryHelper.generateDatasetName();
  private static final String TABLE = "testtable";
  private static final String TABLE2 = "complicatedtable";
  private static final String DESCRIPTION = "BigQuery Write Java manual client test dataset";

  private static BigQueryWriteClient client;
  private static TableInfo tableInfo;
  private static TableInfo tableInfo2;
  private static String tableId;
  private static String tableId2;
  private static BigQuery bigquery;

  @BeforeClass
  public static void beforeClass() throws IOException {
    client = BigQueryWriteClient.create();

    RemoteBigQueryHelper bigqueryHelper = RemoteBigQueryHelper.create();
    bigquery = bigqueryHelper.getOptions().getService();
    DatasetInfo datasetInfo =
        DatasetInfo.newBuilder(/* datasetId = */ DATASET).setDescription(DESCRIPTION).build();
    bigquery.create(datasetInfo);
    LOG.info("Created test dataset: " + DATASET);
    tableInfo =
        TableInfo.newBuilder(
                TableId.of(DATASET, TABLE),
                StandardTableDefinition.of(
                    Schema.of(
                        com.google.cloud.bigquery.Field.newBuilder("foo", LegacySQLTypeName.STRING)
                            .setMode(Field.Mode.NULLABLE)
                            .build())))
            .build();
    com.google.cloud.bigquery.Field.Builder innerTypeFieldBuilder =
        com.google.cloud.bigquery.Field.newBuilder(
            "inner_type",
            LegacySQLTypeName.RECORD,
            com.google.cloud.bigquery.Field.newBuilder("value", LegacySQLTypeName.STRING)
                .setMode(Field.Mode.REPEATED)
                .build());

    tableInfo2 =
        TableInfo.newBuilder(
                TableId.of(DATASET, TABLE2),
                StandardTableDefinition.of(
                    Schema.of(
                        Field.newBuilder(
                                "nested_repeated_type",
                                LegacySQLTypeName.RECORD,
                                innerTypeFieldBuilder.setMode(Field.Mode.REPEATED).build())
                            .setMode(Field.Mode.REPEATED)
                            .build(),
                        innerTypeFieldBuilder.setMode(Field.Mode.NULLABLE).build())))
            .build();
    bigquery.create(tableInfo);
    bigquery.create(tableInfo2);
    tableId =
        String.format(
            "projects/%s/datasets/%s/tables/%s",
            ServiceOptions.getDefaultProjectId(), DATASET, TABLE);
    tableId2 =
        String.format(
            "projects/%s/datasets/%s/tables/%s",
            ServiceOptions.getDefaultProjectId(), DATASET, TABLE2);
  }

  @AfterClass
  public static void afterClass() {
    if (client != null) {
      client.close();
    }

    if (bigquery != null) {
      RemoteBigQueryHelper.forceDelete(bigquery, DATASET);
      LOG.info("Deleted test dataset: " + DATASET);
    }
  }

  private AppendRowsRequest.Builder createAppendRequest(String streamName, String[] messages) {
    AppendRowsRequest.Builder requestBuilder = AppendRowsRequest.newBuilder();

    AppendRowsRequest.ProtoData.Builder dataBuilder = AppendRowsRequest.ProtoData.newBuilder();
    dataBuilder.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()));

    ProtoRows.Builder rows = ProtoRows.newBuilder();
    for (String message : messages) {
      FooType foo = FooType.newBuilder().setFoo(message).build();
      rows.addSerializedRows(foo.toByteString());
    }
    dataBuilder.setRows(rows.build());
    return requestBuilder.setProtoRows(dataBuilder.build()).setWriteStream(streamName);
  }

  private AppendRowsRequest.Builder createAppendRequestComplicateType(
      String streamName, String[] messages) {
    AppendRowsRequest.Builder requestBuilder = AppendRowsRequest.newBuilder();

    AppendRowsRequest.ProtoData.Builder dataBuilder = AppendRowsRequest.ProtoData.newBuilder();
    dataBuilder.setWriterSchema(ProtoSchemaConverter.convert(ComplicateType.getDescriptor()));

    ProtoRows.Builder rows = ProtoRows.newBuilder();
    for (String message : messages) {
      ComplicateType foo =
          ComplicateType.newBuilder()
              .setInnerType(InnerType.newBuilder().addValue(message).addValue(message).build())
              .build();
      rows.addSerializedRows(foo.toByteString());
    }
    dataBuilder.setRows(rows.build());
    return requestBuilder.setProtoRows(dataBuilder.build()).setWriteStream(streamName);
  }

  @Test
  public void testBatchWriteWithCommittedStream()
      throws IOException, InterruptedException, ExecutionException {
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(tableId)
                .setWriteStream(
                    WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
                .build());
    try (StreamWriter streamWriter =
        StreamWriter.newBuilder(writeStream.getName())
            .setBatchingSettings(
                StreamWriter.Builder.DEFAULT_BATCHING_SETTINGS
                    .toBuilder()
                    .setRequestByteThreshold(1024 * 1024L) // 1 Mb
                    .setElementCountThreshold(2L)
                    .setDelayThreshold(Duration.ofSeconds(2))
                    .build())
            .build()) {
      LOG.info("Sending one message");
      ApiFuture<AppendRowsResponse> response =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"aaa"}).build());
      assertEquals(0, response.get().getAppendResult().getOffset().getValue());

      LOG.info("Sending two more messages");
      ApiFuture<AppendRowsResponse> response1 =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"bbb", "ccc"}).build());
      ApiFuture<AppendRowsResponse> response2 =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"ddd"}).build());
      assertEquals(1, response1.get().getAppendResult().getOffset().getValue());
      assertEquals(3, response2.get().getAppendResult().getOffset().getValue());

      TableResult result =
          bigquery.listTableData(
              tableInfo.getTableId(), BigQuery.TableDataListOption.startIndex(0L));
      Iterator<FieldValueList> iter = result.getValues().iterator();
      assertEquals("aaa", iter.next().get(0).getStringValue());
      assertEquals("bbb", iter.next().get(0).getStringValue());
      assertEquals("ccc", iter.next().get(0).getStringValue());
      assertEquals("ddd", iter.next().get(0).getStringValue());
      assertEquals(false, iter.hasNext());
    }
  }

  @Test
  public void testJsonStreamWriterCommittedStream()
      throws IOException, InterruptedException, ExecutionException,
          Descriptors.DescriptorValidationException {
    String tableName = "JsonTable";
    TableInfo tableInfo =
        TableInfo.newBuilder(
                TableId.of(DATASET, tableName),
                StandardTableDefinition.of(
                    Schema.of(
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_str", StandardSQLTypeName.STRING)
                            .build(),
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_numerics", StandardSQLTypeName.NUMERIC)
                            .setMode(Field.Mode.REPEATED)
                            .build(),
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_datetime", StandardSQLTypeName.DATETIME)
                            .build())))
            .build();
    bigquery.create(tableInfo);
    TableName parent = TableName.of(ServiceOptions.getDefaultProjectId(), DATASET, tableName);
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(parent.toString())
                .setWriteStream(
                    WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
                .build());
    try (JsonStreamWriter jsonStreamWriter =
        JsonStreamWriter.newBuilder(writeStream.getName(), writeStream.getTableSchema()).build()) {
      LOG.info("Sending one message");
      JSONObject row1 = new JSONObject();
      row1.put("test_str", "aaa");
      row1.put("test_numerics", new JSONArray(new String[] {"123.4", "-9000000"}));
      row1.put("test_datetime", "2020-10-1 12:00:00");
      JSONArray jsonArr1 = new JSONArray(new JSONObject[] {row1});

      ApiFuture<AppendRowsResponse> response1 = jsonStreamWriter.append(jsonArr1, -1);

      assertEquals(0, response1.get().getAppendResult().getOffset().getValue());

      JSONObject row2 = new JSONObject();
      row1.put("test_str", "bbb");
      JSONObject row3 = new JSONObject();
      row2.put("test_str", "ccc");
      JSONArray jsonArr2 = new JSONArray();
      jsonArr2.put(row1);
      jsonArr2.put(row2);

      JSONObject row4 = new JSONObject();
      row4.put("test_str", "ddd");
      JSONArray jsonArr3 = new JSONArray();
      jsonArr3.put(row4);

      LOG.info("Sending two more messages");
      ApiFuture<AppendRowsResponse> response2 = jsonStreamWriter.append(jsonArr2, -1);
      LOG.info("Sending one more message");
      ApiFuture<AppendRowsResponse> response3 = jsonStreamWriter.append(jsonArr3, -1);
      assertEquals(1, response2.get().getAppendResult().getOffset().getValue());
      assertEquals(3, response3.get().getAppendResult().getOffset().getValue());

      TableResult result =
          bigquery.listTableData(
              tableInfo.getTableId(), BigQuery.TableDataListOption.startIndex(0L));
      Iterator<FieldValueList> iter = result.getValues().iterator();
      FieldValueList currentRow = iter.next();
      assertEquals("aaa", currentRow.get(0).getStringValue());
      assertEquals("-9000000", currentRow.get(1).getRepeatedValue().get(1).getStringValue());
      assertEquals("2020-10-01T12:00:00", currentRow.get(2).getStringValue());
      assertEquals("bbb", iter.next().get(0).getStringValue());
      assertEquals("ccc", iter.next().get(0).getStringValue());
      assertEquals("ddd", iter.next().get(0).getStringValue());
      assertEquals(false, iter.hasNext());
    }
  }

  @Test
  public void testJsonStreamWriterWithDefaultStream()
      throws IOException, InterruptedException, ExecutionException,
          Descriptors.DescriptorValidationException {
    String tableName = "JsonTableDefaultStream";
    TableInfo tableInfo =
        TableInfo.newBuilder(
                TableId.of(DATASET, tableName),
                StandardTableDefinition.of(
                    Schema.of(
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_str", StandardSQLTypeName.STRING)
                            .build(),
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_numerics", StandardSQLTypeName.NUMERIC)
                            .setMode(Field.Mode.REPEATED)
                            .build(),
                        com.google.cloud.bigquery.Field.newBuilder(
                                "test_datetime", StandardSQLTypeName.DATETIME)
                            .build())))
            .build();
    bigquery.create(tableInfo);
    TableName parent = TableName.of(ServiceOptions.getDefaultProjectId(), DATASET, tableName);
    try (JsonStreamWriter jsonStreamWriter =
        JsonStreamWriter.newBuilder(parent.toString(), tableInfo.getDefinition().getSchema())
            .createDefaultStream()
            .build()) {
      LOG.info("Sending one message");
      JSONObject row1 = new JSONObject();
      row1.put("test_str", "aaa");
      row1.put("test_numerics", new JSONArray(new String[] {"123.4", "-9000000"}));
      row1.put("test_datetime", "2020-10-1 12:00:00");
      JSONArray jsonArr1 = new JSONArray(new JSONObject[] {row1});

      ApiFuture<AppendRowsResponse> response1 = jsonStreamWriter.append(jsonArr1, -1);

      assertEquals(0, response1.get().getAppendResult().getOffset().getValue());

      JSONObject row2 = new JSONObject();
      row1.put("test_str", "bbb");
      JSONObject row3 = new JSONObject();
      row2.put("test_str", "ccc");
      JSONArray jsonArr2 = new JSONArray();
      jsonArr2.put(row1);
      jsonArr2.put(row2);

      JSONObject row4 = new JSONObject();
      row4.put("test_str", "ddd");
      JSONArray jsonArr3 = new JSONArray();
      jsonArr3.put(row4);

      LOG.info("Sending two more messages");
      ApiFuture<AppendRowsResponse> response2 = jsonStreamWriter.append(jsonArr2, -1);
      LOG.info("Sending one more message");
      ApiFuture<AppendRowsResponse> response3 = jsonStreamWriter.append(jsonArr3, -1);
      Assert.assertFalse(response2.get().getAppendResult().hasOffset());
      Assert.assertFalse(response3.get().getAppendResult().hasOffset());

      TableResult result =
          bigquery.listTableData(
              tableInfo.getTableId(), BigQuery.TableDataListOption.startIndex(0L));
      Iterator<FieldValueList> iter = result.getValues().iterator();
      FieldValueList currentRow = iter.next();
      assertEquals("aaa", currentRow.get(0).getStringValue());
      assertEquals("-9000000", currentRow.get(1).getRepeatedValue().get(1).getStringValue());
      assertEquals("2020-10-01T12:00:00", currentRow.get(2).getStringValue());
      assertEquals("bbb", iter.next().get(0).getStringValue());
      assertEquals("ccc", iter.next().get(0).getStringValue());
      assertEquals("ddd", iter.next().get(0).getStringValue());
      assertEquals(false, iter.hasNext());
    }
  }

  @Test
  public void testJsonStreamWriterSchemaUpdate()
      throws IOException, InterruptedException, ExecutionException,
          Descriptors.DescriptorValidationException {
    String tableName = "SchemaUpdateTable";
    TableInfo tableInfo =
        TableInfo.newBuilder(
                TableId.of(DATASET, tableName),
                StandardTableDefinition.of(
                    Schema.of(
                        com.google.cloud.bigquery.Field.newBuilder("foo", LegacySQLTypeName.STRING)
                            .build())))
            .build();

    // Create a Bigquery table.
    bigquery.create(tableInfo);
    TableName parent = TableName.of(ServiceOptions.getDefaultProjectId(), DATASET, tableName);
    // Create a Write Api stream.
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(parent.toString())
                .setWriteStream(
                    WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
                .build());

    try (JsonStreamWriter jsonStreamWriter =
        JsonStreamWriter.newBuilder(writeStream.getName(), writeStream.getTableSchema()).build()) {
      // 1). Send 1 row
      JSONObject foo = new JSONObject();
      foo.put("foo", "aaa");
      JSONArray jsonArr = new JSONArray();
      jsonArr.put(foo);

      ApiFuture<AppendRowsResponse> response = jsonStreamWriter.append(jsonArr, 0);
      assertEquals(0, response.get().getAppendResult().getOffset().getValue());
      // 2). Schema update and wait until querying it returns a new schema.
      try {
        com.google.cloud.bigquery.Table table = bigquery.getTable(DATASET, tableName);
        Schema schema = table.getDefinition().getSchema();
        FieldList fields = schema.getFields();
        Field newField =
            Field.newBuilder("bar", LegacySQLTypeName.STRING).setMode(Field.Mode.NULLABLE).build();

        List<Field> fieldList = new ArrayList<Field>();
        fieldList.add(fields.get(0));
        fieldList.add(newField);
        Schema newSchema = Schema.of(fieldList);
        // Update the table with the new schema
        com.google.cloud.bigquery.Table updatedTable =
            table.toBuilder().setDefinition(StandardTableDefinition.of(newSchema)).build();
        updatedTable.update();
        int millis = 0;
        while (millis <= 10000) {
          if (newSchema.equals(table.reload().getDefinition().getSchema())) {
            break;
          }
          Thread.sleep(1000);
          millis += 1000;
        }
        newSchema = schema;
        LOG.info(
            "bar column successfully added to table in "
                + millis
                + " millis: "
                + bigquery.getTable(DATASET, tableName).getDefinition().getSchema());
      } catch (BigQueryException e) {
        LOG.severe("bar column was not added. \n" + e.toString());
      }
      // 3). Send rows to wait for updatedSchema to be returned.
      JSONObject foo2 = new JSONObject();
      foo2.put("foo", "bbb");
      JSONArray jsonArr2 = new JSONArray();
      jsonArr2.put(foo2);

      int next = 0;
      for (int i = 1; i < 100; i++) {
        ApiFuture<AppendRowsResponse> response2 = jsonStreamWriter.append(jsonArr2, i);
        assertEquals(i, response2.get().getAppendResult().getOffset().getValue());
        if (response2.get().hasUpdatedSchema()) {
          next = i;
          break;
        } else {
          Thread.sleep(1000);
        }
      }

      int millis = 0;
      while (millis <= 10000) {
        if (jsonStreamWriter.getDescriptor().getFields().size() == 2) {
          LOG.info("JsonStreamWriter successfully updated internal descriptor!");
          break;
        }
        Thread.sleep(100);
        millis += 100;
      }
      assertTrue(jsonStreamWriter.getDescriptor().getFields().size() == 2);
      // 4). Send rows with updated schema.
      JSONObject updatedFoo = new JSONObject();
      updatedFoo.put("foo", "ccc");
      updatedFoo.put("bar", "ddd");
      JSONArray updatedJsonArr = new JSONArray();
      updatedJsonArr.put(updatedFoo);
      for (int i = 0; i < 10; i++) {
        ApiFuture<AppendRowsResponse> response3 =
            jsonStreamWriter.append(updatedJsonArr, next + 1 + i);
        assertEquals(next + 1 + i, response3.get().getAppendResult().getOffset().getValue());
        response3.get();
      }

      TableResult result3 =
          bigquery.listTableData(
              tableInfo.getTableId(), BigQuery.TableDataListOption.startIndex(0L));
      Iterator<FieldValueList> iter3 = result3.getValues().iterator();
      assertEquals("aaa", iter3.next().get(0).getStringValue());
      for (int j = 1; j <= next; j++) {
        assertEquals("bbb", iter3.next().get(0).getStringValue());
      }
      for (int j = next + 1; j < next + 1 + 10; j++) {
        FieldValueList temp = iter3.next();
        assertEquals("ccc", temp.get(0).getStringValue());
        assertEquals("ddd", temp.get(1).getStringValue());
      }
      assertEquals(false, iter3.hasNext());
    }
  }

  @Test
  public void testComplicateSchemaWithPendingStream()
      throws IOException, InterruptedException, ExecutionException {
    LOG.info("Create a write stream");
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(tableId2)
                .setWriteStream(WriteStream.newBuilder().setType(WriteStream.Type.PENDING).build())
                .build());
    FinalizeWriteStreamResponse finalizeResponse = FinalizeWriteStreamResponse.getDefaultInstance();
    try (StreamWriter streamWriter = StreamWriter.newBuilder(writeStream.getName()).build()) {
      LOG.info("Sending two messages");
      ApiFuture<AppendRowsResponse> response =
          streamWriter.append(
              createAppendRequestComplicateType(writeStream.getName(), new String[] {"aaa"})
                  .setOffset(Int64Value.of(0L))
                  .build());
      assertEquals(0, response.get().getAppendResult().getOffset().getValue());

      ApiFuture<AppendRowsResponse> response2 =
          streamWriter.append(
              createAppendRequestComplicateType(writeStream.getName(), new String[] {"bbb"})
                  .setOffset(Int64Value.of(1L))
                  .build());
      assertEquals(1, response2.get().getAppendResult().getOffset().getValue());

      // Nothing showed up since rows are not committed.
      TableResult result =
          bigquery.listTableData(
              tableInfo2.getTableId(), BigQuery.TableDataListOption.startIndex(0L));
      Iterator<FieldValueList> iter = result.getValues().iterator();
      assertEquals(false, iter.hasNext());

      LOG.info("Finalize a write stream");
      finalizeResponse =
          client.finalizeWriteStream(
              FinalizeWriteStreamRequest.newBuilder().setName(writeStream.getName()).build());

      ApiFuture<AppendRowsResponse> response3 =
          streamWriter.append(
              createAppendRequestComplicateType(writeStream.getName(), new String[] {"ccc"})
                  .setOffset(Int64Value.of(2L))
                  .build());
      try {
        response3.get();
        Assert.fail("Append to finalized stream should fail.");
      } catch (Exception expected) {
        LOG.info("Got exception: " + expected.toString());
      }
    }
    assertEquals(2, finalizeResponse.getRowCount());
    LOG.info("Commit a write stream");
    BatchCommitWriteStreamsResponse batchCommitWriteStreamsResponse =
        client.batchCommitWriteStreams(
            BatchCommitWriteStreamsRequest.newBuilder()
                .setParent(tableId2)
                .addWriteStreams(writeStream.getName())
                .build());
    assertEquals(true, batchCommitWriteStreamsResponse.hasCommitTime());
    TableResult queryResult =
        bigquery.query(
            QueryJobConfiguration.newBuilder("SELECT * from " + DATASET + '.' + TABLE2).build());
    Iterator<FieldValueList> queryIter = queryResult.getValues().iterator();
    assertTrue(queryIter.hasNext());
    assertEquals(
        "[FieldValue{attribute=REPEATED, value=[FieldValue{attribute=PRIMITIVE, value=aaa}, FieldValue{attribute=PRIMITIVE, value=aaa}]}]",
        queryIter.next().get(1).getRepeatedValue().toString());
    assertEquals(
        "[FieldValue{attribute=REPEATED, value=[FieldValue{attribute=PRIMITIVE, value=bbb}, FieldValue{attribute=PRIMITIVE, value=bbb}]}]",
        queryIter.next().get(1).getRepeatedValue().toString());
    assertFalse(queryIter.hasNext());
  }

  @Test
  public void testStreamError() throws IOException, InterruptedException, ExecutionException {
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(tableId)
                .setWriteStream(
                    WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
                .build());
    try (StreamWriter streamWriter = StreamWriter.newBuilder(writeStream.getName()).build()) {
      AppendRowsRequest request =
          createAppendRequest(writeStream.getName(), new String[] {"aaa"}).build();
      request
          .toBuilder()
          .setProtoRows(request.getProtoRows().toBuilder().clearWriterSchema().build())
          .build();
      ApiFuture<AppendRowsResponse> response =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"aaa"}).build());
      assertEquals(0L, response.get().getAppendResult().getOffset().getValue());
      // Send in a bogus stream name should cause in connection error.
      ApiFuture<AppendRowsResponse> response2 =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"aaa"})
                  .setOffset(Int64Value.of(100L))
                  .build());
      try {
        response2.get();
        Assert.fail("Should fail");
      } catch (ExecutionException e) {
        assertThat(e.getCause().getMessage())
            .contains("OUT_OF_RANGE: The offset is beyond stream, expected offset 1, received 100");
      }
      // We can keep sending requests on the same stream.
      ApiFuture<AppendRowsResponse> response3 =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"aaa"}).build());
      assertEquals(1L, response3.get().getAppendResult().getOffset().getValue());
    } finally {
    }
  }

  @Test
  public void testStreamReconnect() throws IOException, InterruptedException, ExecutionException {
    WriteStream writeStream =
        client.createWriteStream(
            CreateWriteStreamRequest.newBuilder()
                .setParent(tableId)
                .setWriteStream(
                    WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
                .build());
    try (StreamWriter streamWriter = StreamWriter.newBuilder(writeStream.getName()).build()) {
      ApiFuture<AppendRowsResponse> response =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"aaa"})
                  .setOffset(Int64Value.of(0L))
                  .build());
      assertEquals(0L, response.get().getAppendResult().getOffset().getValue());
    }

    try (StreamWriter streamWriter = StreamWriter.newBuilder(writeStream.getName()).build()) {
      // Currently there is a bug that reconnection must wait 5 seconds to get the real row count.
      Thread.sleep(5000L);
      ApiFuture<AppendRowsResponse> response =
          streamWriter.append(
              createAppendRequest(writeStream.getName(), new String[] {"bbb"})
                  .setOffset(Int64Value.of(1L))
                  .build());
      assertEquals(1L, response.get().getAppendResult().getOffset().getValue());
    }
  }
}