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ITBigQueryWriteManualClientTest.java
580 lines (540 loc) · 24.7 KB
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ITBigQueryWriteManualClientTest.java
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/*
* 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.v1.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.v1.*;
import com.google.cloud.bigquery.testing.RemoteBigQueryHelper;
import com.google.protobuf.Descriptors;
import java.io.IOException;
import java.math.BigDecimal;
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.LocalDateTime;
/** 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 DATASET_EU = RemoteBigQueryHelper.generateDatasetName();
private static final String TABLE = "testtable";
private static final String TABLEINT = "testtableintcol";
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 intTableInfo;
private static TableInfo tableInfo;
private static TableInfo tableInfo2;
private static TableInfo tableInfoEU;
private static String intTableId;
private static String tableId;
private static String tableId2;
private static String tableIdEU;
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);
intTableInfo =
TableInfo.newBuilder(
TableId.of(DATASET, TABLEINT),
StandardTableDefinition.of(
Schema.of(
com.google.cloud.bigquery.Field.newBuilder("foo", LegacySQLTypeName.INTEGER)
.setMode(Field.Mode.NULLABLE)
.build())))
.build();
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(intTableInfo);
bigquery.create(tableInfo);
bigquery.create(tableInfo2);
intTableId =
String.format(
"projects/%s/datasets/%s/tables/%s",
ServiceOptions.getDefaultProjectId(), DATASET, TABLEINT);
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);
DatasetInfo datasetInfoEU =
DatasetInfo.newBuilder(/* datasetId = */ DATASET_EU)
.setLocation("EU")
.setDescription(DESCRIPTION)
.build();
bigquery.create(datasetInfoEU);
tableInfoEU =
TableInfo.newBuilder(
TableId.of(DATASET_EU, TABLE),
StandardTableDefinition.of(
Schema.of(
com.google.cloud.bigquery.Field.newBuilder("foo", LegacySQLTypeName.STRING)
.build())))
.build();
tableIdEU =
String.format(
"projects/%s/datasets/%s/tables/%s",
ServiceOptions.getDefaultProjectId(), DATASET_EU, TABLE);
bigquery.create(tableInfoEU);
}
@AfterClass
public static void afterClass() {
if (client != null) {
client.close();
}
if (bigquery != null) {
RemoteBigQueryHelper.forceDelete(bigquery, DATASET);
LOG.info("Deleted test dataset: " + DATASET);
}
}
ProtoRows CreateProtoRows(String[] messages) {
ProtoRows.Builder rows = ProtoRows.newBuilder();
for (String message : messages) {
FooType foo = FooType.newBuilder().setFoo(message).build();
rows.addSerializedRows(foo.toByteString());
}
return rows.build();
}
ProtoRows CreateProtoRowsComplex(String[] messages) {
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());
}
return rows.build();
}
@Test
public void testBatchWriteWithCommittedStreamEU()
throws IOException, InterruptedException, ExecutionException {
WriteStream writeStream =
client.createWriteStream(
CreateWriteStreamRequest.newBuilder()
.setParent(tableIdEU)
.setWriteStream(
WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
.build());
StreamWriter streamWriter =
StreamWriter.newBuilder(writeStream.getName())
.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()))
.build();
LOG.info("Sending one message");
ApiFuture<AppendRowsResponse> response =
streamWriter.append(CreateProtoRows(new String[] {"aaa"}), 0);
assertEquals(0, response.get().getAppendResult().getOffset().getValue());
LOG.info("Sending two more messages");
ApiFuture<AppendRowsResponse> response1 =
streamWriter.append(CreateProtoRows(new String[] {"bbb", "ccc"}), 1);
ApiFuture<AppendRowsResponse> response2 =
streamWriter.append(CreateProtoRows(new String[] {"ddd"}), 3);
assertEquals(1, response1.get().getAppendResult().getOffset().getValue());
assertEquals(3, response2.get().getAppendResult().getOffset().getValue());
TableResult result =
bigquery.listTableData(
tableInfoEU.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 byte[][] {
BigDecimalByteStringEncoder.encodeToNumericByteString(new BigDecimal("123.4"))
.toByteArray(),
BigDecimalByteStringEncoder.encodeToNumericByteString(new BigDecimal("-9000000"))
.toByteArray()
}));
row1.put(
"test_datetime",
CivilTimeEncoder.encodePacked64DatetimeMicros(LocalDateTime.of(2020, 10, 1, 12, 0)));
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";
TableFieldSchema TEST_STRING =
TableFieldSchema.newBuilder()
.setType(TableFieldSchema.Type.STRING)
.setMode(TableFieldSchema.Mode.NULLABLE)
.setName("test_str")
.build();
TableFieldSchema TEST_NUMERIC =
TableFieldSchema.newBuilder()
.setType(TableFieldSchema.Type.NUMERIC)
.setMode(TableFieldSchema.Mode.REPEATED)
.setName("test_numerics")
.build();
TableFieldSchema TEST_DATE =
TableFieldSchema.newBuilder()
.setType(TableFieldSchema.Type.DATETIME)
.setMode(TableFieldSchema.Mode.NULLABLE)
.setName("test_datetime")
.build();
TableSchema tableSchema =
TableSchema.newBuilder()
.addFields(0, TEST_STRING)
.addFields(1, TEST_DATE)
.addFields(2, TEST_NUMERIC)
.build();
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(), tableSchema).build()) {
LOG.info("Sending one message");
JSONObject row1 = new JSONObject();
row1.put("test_str", "aaa");
row1.put(
"test_numerics",
new JSONArray(
new byte[][] {
BigDecimalByteStringEncoder.encodeToNumericByteString(new BigDecimal("123.4"))
.toByteArray(),
BigDecimalByteStringEncoder.encodeToNumericByteString(new BigDecimal("-9000000"))
.toByteArray()
}));
row1.put(
"test_datetime",
CivilTimeEncoder.encodePacked64DatetimeMicros(LocalDateTime.of(2020, 10, 1, 12, 0)));
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 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())
.setWriterSchema(ProtoSchemaConverter.convert(ComplicateType.getDescriptor()))
.build()) {
LOG.info("Sending two messages");
ApiFuture<AppendRowsResponse> response =
streamWriter.append(CreateProtoRowsComplex(new String[] {"aaa"}), 0L);
assertEquals(0, response.get().getAppendResult().getOffset().getValue());
ApiFuture<AppendRowsResponse> response2 =
streamWriter.append(CreateProtoRowsComplex(new String[] {"bbb"}), 1L);
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(CreateProtoRows(new String[] {"ccc"}), 2L);
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())
.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()))
.build()) {
ApiFuture<AppendRowsResponse> response =
streamWriter.append(CreateProtoRows(new String[] {"aaa"}), -1L);
assertEquals(0L, response.get().getAppendResult().getOffset().getValue());
// Send in a bogus stream name should cause in connection error.
ApiFuture<AppendRowsResponse> response2 =
streamWriter.append(CreateProtoRows(new String[] {"aaa"}), 100L);
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(CreateProtoRows(new String[] {"aaa"}), -1L);
assertEquals(1L, response3.get().getAppendResult().getOffset().getValue());
} finally {
}
}
@Test
public void testStreamSchemaMisMatchError() throws IOException, InterruptedException {
WriteStream writeStream =
client.createWriteStream(
CreateWriteStreamRequest.newBuilder()
.setParent(intTableId)
.setWriteStream(
WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build())
.build());
try (StreamWriter streamWriter =
StreamWriter.newBuilder(writeStream.getName())
.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()))
.build()) {
// Create a proto row that is not compatible with the table schema.
ApiFuture<AppendRowsResponse> response =
streamWriter.append(CreateProtoRows(new String[] {"a"}), /*offset=*/ -1L);
try {
response.get();
Assert.fail("Should fail");
} catch (ExecutionException e) {
assertThat(e.getCause().getMessage())
.contains(
"io.grpc.StatusRuntimeException: INVALID_ARGUMENT: The proto field mismatched with BigQuery field at com_google_cloud_bigquery_storage_test_FooType.foo, the proto field type string, BigQuery field type INTEGER Entity");
assertThat(
e.getMessage()
.contains(
"io.grpc.StatusRuntimeException: INVALID_ARGUMENT: The proto field mismatched with BigQuery field at com_google_cloud_bigquery_storage_test_FooType.foo, the proto field type string, BigQuery field type INTEGER Entity"));
}
}
}
@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())
.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()))
.build()) {
ApiFuture<AppendRowsResponse> response =
streamWriter.append(CreateProtoRows(new String[] {"aaa"}), 0L);
assertEquals(0L, response.get().getAppendResult().getOffset().getValue());
}
try (StreamWriter streamWriter =
StreamWriter.newBuilder(writeStream.getName())
.setWriterSchema(ProtoSchemaConverter.convert(FooType.getDescriptor()))
.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(CreateProtoRows(new String[] {"bbb"}), 1L);
assertEquals(1L, response.get().getAppendResult().getOffset().getValue());
}
}
}