Examples with ReadRowsRequest com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest used on opensource projects

Example 1 with ReadRowsRequest

use of com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method testColumnSelection.

@Test
public void testColumnSelection() throws IOException {
    TableReference tableReference = TableReference.newBuilder().setProjectId("bigquery-public-data").setDatasetId("samples").setTableId("shakespeare").build();
    TableReadOptions options = TableReadOptions.newBuilder().addSelectedFields("word").addSelectedFields("word_count").setRowRestriction("word_count > 100").build();
    CreateReadSessionRequest request = CreateReadSessionRequest.newBuilder().setParent(parentProjectId).setRequestedStreams(1).setTableReference(tableReference).setReadOptions(options).setFormat(DataFormat.AVRO).build();
    ReadSession session = client.createReadSession(request);
    assertEquals(String.format("Did not receive expected number of streams for table reference '%s' CreateReadSession response:%n%s", TextFormat.shortDebugString(tableReference), session.toString()), 1, session.getStreamsCount());
    StreamPosition readPosition = StreamPosition.newBuilder().setStream(session.getStreams(0)).build();
    ReadRowsRequest readRowsRequest = ReadRowsRequest.newBuilder().setReadPosition(readPosition).build();
    Schema avroSchema = new Schema.Parser().parse(session.getAvroSchema().getSchema());
    String actualSchemaMessage = String.format("Unexpected schema. Actual schema:%n%s", avroSchema.toString(/* pretty = */
    true));
    assertEquals(actualSchemaMessage, Schema.Type.RECORD, avroSchema.getType());
    assertEquals(actualSchemaMessage, "__root__", avroSchema.getName());
    assertEquals(actualSchemaMessage, 2, avroSchema.getFields().size());
    assertEquals(actualSchemaMessage, Schema.Type.STRING, avroSchema.getField("word").schema().getType());
    assertEquals(actualSchemaMessage, Schema.Type.LONG, avroSchema.getField("word_count").schema().getType());
    SimpleRowReader reader = new SimpleRowReader(avroSchema);
    long rowCount = 0;
    ServerStream<ReadRowsResponse> stream = client.readRowsCallable().call(readRowsRequest);
    for (ReadRowsResponse response : stream) {
        rowCount += response.getRowCount();
        reader.processRows(response.getAvroRows(), new SimpleRowReader.AvroRowConsumer() {

            @Override
            public void accept(GenericData.Record record) {
                String rowAssertMessage = String.format("Row not matching expectations: %s", record.toString());
                Long wordCount = (Long) record.get("word_count");
                assertWithMessage(rowAssertMessage).that(wordCount).isGreaterThan(100L);
                Utf8 word = (Utf8) record.get("word");
                assertWithMessage(rowAssertMessage).that(word.length()).isGreaterThan(0);
            }
        });
    }
    assertEquals(1_333, rowCount);
}

Example 2 with ReadRowsRequest

use of com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method testSimpleRead.

@Test
public void testSimpleRead() {
    TableReference tableReference = TableReference.newBuilder().setProjectId("bigquery-public-data").setDatasetId("samples").setTableId("shakespeare").build();
    ReadSession session = client.createReadSession(/* tableReference = */
    tableReference, /* parent = */
    parentProjectId, /* requestedStreams = */
    1);
    assertEquals(String.format("Did not receive expected number of streams for table reference '%s' CreateReadSession response:%n%s", TextFormat.shortDebugString(tableReference), session.toString()), 1, session.getStreamsCount());
    StreamPosition readPosition = StreamPosition.newBuilder().setStream(session.getStreams(0)).build();
    ReadRowsRequest readRowsRequest = ReadRowsRequest.newBuilder().setReadPosition(readPosition).build();
    long rowCount = 0;
    ServerStream<ReadRowsResponse> stream = client.readRowsCallable().call(readRowsRequest);
    for (ReadRowsResponse response : stream) {
        rowCount += response.getRowCount();
    }
    assertEquals(164_656, rowCount);
}

Example 3 with ReadRowsRequest

use of com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method ProcessRowsAtSnapshot.

/**
 * Reads all the rows from the specified tableReference.
 *
 * <p>For every row, the consumer is called for processing.
 *
 * @param tableReference
 * @param snapshotInMillis Optional. If specified, all rows up to timestamp will be returned.
 * @param filter Optional. If specified, it will be used to restrict returned data.
 * @param consumer that receives all Avro rows.
 * @throws IOException
 */
private void ProcessRowsAtSnapshot(TableReference tableReference, Long snapshotInMillis, String filter, AvroRowConsumer consumer) throws IOException {
    Preconditions.checkNotNull(tableReference);
    Preconditions.checkNotNull(consumer);
    CreateReadSessionRequest.Builder createSessionRequestBuilder = CreateReadSessionRequest.newBuilder().setParent(parentProjectId).setRequestedStreams(1).setTableReference(tableReference).setFormat(DataFormat.AVRO);
    if (snapshotInMillis != null) {
        Timestamp snapshotTimestamp = Timestamp.newBuilder().setSeconds(snapshotInMillis / 1_000).setNanos((int) ((snapshotInMillis % 1000) * 1000000)).build();
        createSessionRequestBuilder.setTableModifiers(TableModifiers.newBuilder().setSnapshotTime(snapshotTimestamp).build());
    }
    if (filter != null && !filter.isEmpty()) {
        createSessionRequestBuilder.setReadOptions(TableReadOptions.newBuilder().setRowRestriction(filter).build());
    }
    ReadSession session = client.createReadSession(createSessionRequestBuilder.build());
    assertEquals(String.format("Did not receive expected number of streams for table reference '%s' CreateReadSession response:%n%s", TextFormat.shortDebugString(tableReference), session.toString()), 1, session.getStreamsCount());
    StreamPosition readPosition = StreamPosition.newBuilder().setStream(session.getStreams(0)).build();
    ReadRowsRequest readRowsRequest = ReadRowsRequest.newBuilder().setReadPosition(readPosition).build();
    SimpleRowReader reader = new SimpleRowReader(new Schema.Parser().parse(session.getAvroSchema().getSchema()));
    ServerStream<ReadRowsResponse> stream = client.readRowsCallable().call(readRowsRequest);
    for (ReadRowsResponse response : stream) {
        reader.processRows(response.getAvroRows(), consumer);
    }
}

Example 4 with ReadRowsRequest

use of com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest in project java-bigquerystorage by googleapis.

the class EnhancedBigQueryStorageStubSettingsTest method testReadRowsSettings.

@Test
public void testReadRowsSettings() {
    ServerStreamingCallSettings.Builder<ReadRowsRequest, ReadRowsResponse> builder = EnhancedBigQueryStorageStubSettings.newBuilder().readRowsSettings();
    assertThat(builder.getRetryableCodes()).contains(Code.UNAVAILABLE);
    RetrySettings retrySettings = builder.getRetrySettings();
    assertThat(retrySettings.getInitialRetryDelay()).isEqualTo(Duration.ofMillis(100L));
    assertThat(retrySettings.getRetryDelayMultiplier()).isWithin(1e-6).of(1.3);
    assertThat(retrySettings.getMaxRetryDelay()).isEqualTo(Duration.ofMinutes(1L));
    assertThat(retrySettings.getInitialRpcTimeout()).isEqualTo(Duration.ofDays(1L));
    assertThat(retrySettings.getRpcTimeoutMultiplier()).isWithin(1e-6).of(1.0);
    assertThat(retrySettings.getMaxRpcTimeout()).isEqualTo(Duration.ofDays(1L));
    assertThat(retrySettings.getTotalTimeout()).isEqualTo(Duration.ofDays(1L));
    assertThat(builder.getIdleTimeout()).isEqualTo(Duration.ZERO);
}

Example 5 with ReadRowsRequest

use of com.google.cloud.bigquery.storage.v1beta1.Storage.ReadRowsRequest in project java-bigquerystorage by googleapis.

the class BigQueryStorageClientTest method readRowsNoRetryForResourceExhaustedWithoutRetryInfo.

@Test
@SuppressWarnings("all")
public void readRowsNoRetryForResourceExhaustedWithoutRetryInfo() throws ExecutionException, InterruptedException {
    ApiException exception = new ResourceExhaustedException(new StatusRuntimeException(Status.RESOURCE_EXHAUSTED.withDescription("You are out of quota X")), GrpcStatusCode.of(Code.RESOURCE_EXHAUSTED), /* retryable = */
    false);
    mockBigQueryStorage.addException(exception);
    long rowCount = 1340416618L;
    ReadRowsResponse expectedResponse = ReadRowsResponse.newBuilder().setRowCount(rowCount).build();
    mockBigQueryStorage.addResponse(expectedResponse);
    ReadRowsRequest request = ReadRowsRequest.newBuilder().build();
    MockStreamObserver<ReadRowsResponse> responseObserver = new MockStreamObserver<>();
    ServerStreamingCallable<ReadRowsRequest, ReadRowsResponse> callable = client.readRowsCallable();
    callable.serverStreamingCall(request, responseObserver);
    try {
        List<ReadRowsResponse> actualResponses = responseObserver.future().get();
        Assert.fail("No exception thrown");
    } catch (ExecutionException e) {
        Assert.assertTrue(e.getCause() instanceof ResourceExhaustedException);
        ResourceExhaustedException apiException = (ResourceExhaustedException) e.getCause();
        Assert.assertEquals(StatusCode.Code.RESOURCE_EXHAUSTED, apiException.getStatusCode().getCode());
    }
    Assert.assertEquals(retryCount, 0);
    Assert.assertEquals(lastRetryStatusCode, Code.OK);
}