Examples with AvroRowConsumer com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer used on opensource projects

Example 1 with AvroRowConsumer

use of com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method testReadAtSnapshot.

@Test
public void testReadAtSnapshot() throws InterruptedException, IOException {
    Field intFieldSchema = Field.newBuilder("col", LegacySQLTypeName.INTEGER).setMode(Mode.REQUIRED).setDescription("IntegerDescription").build();
    com.google.cloud.bigquery.Schema tableSchema = com.google.cloud.bigquery.Schema.of(intFieldSchema);
    TableId testTableId = TableId.of(/* dataset = */
    DATASET, /* table = */
    "test_read_snapshot");
    bigquery.create(TableInfo.of(testTableId, StandardTableDefinition.of(tableSchema)));
    TableReference tableReference = TableReference.newBuilder().setTableId(testTableId.getTable()).setDatasetId(DATASET).setProjectId(ServiceOptions.getDefaultProjectId()).build();
    Job firstJob = RunQueryAppendJobAndExpectSuccess(/* destinationTableId = */
    testTableId, /* query = */
    "SELECT 1 AS col");
    Job secondJob = RunQueryAppendJobAndExpectSuccess(/* destinationTableId = */
    testTableId, /* query = */
    "SELECT 2 AS col");
    final List<Long> rowsAfterFirstSnapshot = new ArrayList<>();
    ProcessRowsAtSnapshot(/* tableReference = */
    tableReference, /* snapshotInMillis = */
    firstJob.getStatistics().getEndTime(), /* filter = */
    null, /* consumer = */
    new AvroRowConsumer() {

        @Override
        public void accept(GenericData.Record record) {
            rowsAfterFirstSnapshot.add((Long) record.get("col"));
        }
    });
    assertEquals(Arrays.asList(1L), rowsAfterFirstSnapshot);
    final List<Long> rowsAfterSecondSnapshot = new ArrayList<>();
    ProcessRowsAtSnapshot(/* tableReference = */
    tableReference, /* snapshotInMillis = */
    secondJob.getStatistics().getEndTime(), /* filter = */
    null, /* consumer = */
    new AvroRowConsumer() {

        @Override
        public void accept(GenericData.Record record) {
            rowsAfterSecondSnapshot.add((Long) record.get("col"));
        }
    });
    Collections.sort(rowsAfterSecondSnapshot);
    assertEquals(Arrays.asList(1L, 2L), rowsAfterSecondSnapshot);
}

Example 2 with AvroRowConsumer

use of com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer 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 3 with AvroRowConsumer

use of com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method ReadAllRows.

/**
 * Reads all the rows from the specified table reference and returns a list as generic Avro
 * records.
 *
 * @param tableReference
 * @param filter Optional. If specified, it will be used to restrict returned data.
 * @return
 */
List<GenericData.Record> ReadAllRows(TableReference tableReference, String filter) throws IOException {
    final List<GenericData.Record> rows = new ArrayList<>();
    ProcessRowsAtSnapshot(/* tableReference = */
    tableReference, /* snapshotInMillis = */
    null, /* filter = */
    filter, new AvroRowConsumer() {

        @Override
        public void accept(GenericData.Record record) {
            // clone the record since that reference will be reused by the reader.
            rows.add(new GenericRecordBuilder(record).build());
        }
    });
    return rows;
}

Example 4 with AvroRowConsumer

use of com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method testColumnSelection.

@Test
public void testColumnSelection() throws IOException {
    String table = BigQueryResource.FormatTableResource(/* projectId = */
    "bigquery-public-data", /* datasetId = */
    "samples", /* tableId = */
    "shakespeare");
    TableReadOptions options = TableReadOptions.newBuilder().addSelectedFields("word").addSelectedFields("word_count").setRowRestriction("word_count > 100").build();
    CreateReadSessionRequest request = CreateReadSessionRequest.newBuilder().setParent(parentProjectId).setMaxStreamCount(1).setReadSession(ReadSession.newBuilder().setTable(table).setReadOptions(options).setDataFormat(DataFormat.AVRO).build()).build();
    ReadSession session = client.createReadSession(request);
    assertEquals(String.format("Did not receive expected number of streams for table '%s' CreateReadSession response:%n%s", table, session.toString()), 1, session.getStreamsCount());
    ReadRowsRequest readRowsRequest = ReadRowsRequest.newBuilder().setReadStream(session.getStreams(0).getName()).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 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 5 with AvroRowConsumer

use of com.google.cloud.bigquery.storage.v1beta1.it.SimpleRowReader.AvroRowConsumer in project java-bigquerystorage by googleapis.

the class ITBigQueryStorageTest method testFilter.

@Test
public void testFilter() throws IOException {
    String table = BigQueryResource.FormatTableResource(/* projectId = */
    "bigquery-public-data", /* datasetId = */
    "samples", /* tableId = */
    "shakespeare");
    TableReadOptions options = TableReadOptions.newBuilder().setRowRestriction("word_count > 100").build();
    CreateReadSessionRequest request = CreateReadSessionRequest.newBuilder().setParent(parentProjectId).setMaxStreamCount(1).setReadSession(ReadSession.newBuilder().setTable(table).setReadOptions(options).setDataFormat(DataFormat.AVRO).build()).build();
    ReadSession session = client.createReadSession(request);
    assertEquals(String.format("Did not receive expected number of streams for table '%s' CreateReadSession response:%n%s", table, session.toString()), 1, session.getStreamsCount());
    ReadRowsRequest readRowsRequest = ReadRowsRequest.newBuilder().setReadStream(session.getStreams(0).getName()).build();
    SimpleRowReader reader = new SimpleRowReader(new Schema.Parser().parse(session.getAvroSchema().getSchema()));
    long rowCount = 0;
    ServerStream<ReadRowsResponse> stream = client.readRowsCallable().call(readRowsRequest);
    for (ReadRowsResponse response : stream) {
        rowCount += response.getRowCount();
        reader.processRows(response.getAvroRows(), new AvroRowConsumer() {

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