CloudBigtableIO.Source (Apache Beam + Cloud Bigtable Connector 1.10.0 API)

com.google.cloud.bigtable.beam

Class CloudBigtableIO.Source

• java.lang.Object
• • org.apache.beam.sdk.io.Source<T>
  • • org.apache.beam.sdk.io.BoundedSource<Result>
    • • com.google.cloud.bigtable.beam.CloudBigtableIO.Source

• All Implemented Interfaces:

  Serializable, HasDisplayData

  Enclosing class:

  CloudBigtableIO

  ---

  
  

  public static class CloudBigtableIO.Source
  extends BoundedSource<Result>

  A BoundedSource for a Cloud Bigtable Table, which is potentially filtered by a Scan.

  See Also:

  Serialized Form

• • Nested Class Summary

    • Nested classes/interfaces inherited from class org.apache.beam.sdk.io.BoundedSource

      BoundedSource.BoundedReader<T>

    • Nested classes/interfaces inherited from class org.apache.beam.sdk.io.Source

      Source.Reader<T>

  • Field Summary

    Fields 

    Modifier and Type	Field and Description
    protected static long	SIZED_BASED_MAX_SPLIT_COUNT
    protected static org.slf4j.Logger	SOURCE_LOG

  • Method Summary

    All Methods Static Methods Instance Methods Concrete Methods 

    Modifier and Type	Method and Description
    BoundedSource.BoundedReader<Result>	createReader(PipelineOptions options) Creates a reader that will scan the entire table based on the Scan in the configuration.
    protected CloudBigtableScanConfiguration	getConfiguration()
    long	getEstimatedSizeBytes(PipelineOptions options) Gets an estimated size based on data returned from CloudBigtableServiceImpl.getSampleRowKeys(CloudBigtableTableConfiguration).
    Coder<Result>	getOutputCoder()
    List<com.google.bigtable.repackaged.com.google.cloud.bigtable.data.v2.models.KeyOffset>	getSampleRowKeys() Performs a call to get sample row keys from CloudBigtableServiceImpl.getSampleRowKeys(CloudBigtableTableConfiguration) if they are not yet cached.
    protected List<CloudBigtableIO.SourceWithKeys>	getSplits(long desiredBundleSizeBytes)
    protected static boolean	isWithinRange(byte[] scanStartKey, byte[] scanEndKey, byte[] startKey, byte[] endKey) Checks if the range of the region is within the range of the scan.
    void	populateDisplayData(DisplayData.Builder builder)
    protected List<CloudBigtableIO.SourceWithKeys>	split(long regionSize, long desiredBundleSizeBytes, byte[] startKey, byte[] stopKey) Splits the region based on the start and stop key.
    List<? extends BoundedSource<Result>>	split(long desiredBundleSizeBytes, PipelineOptions options) Splits the table based on keys that belong to tablets, known as "regions" in the HBase API.
    void	validate() Validates the existence of the table in the configuration.

    • Methods inherited from class org.apache.beam.sdk.io.Source

      getDefaultOutputCoder

    • Methods inherited from class java.lang.Object

      clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

• • Field Detail

    • SOURCE_LOG

      protected static final org.slf4j.Logger SOURCE_LOG

    • SIZED_BASED_MAX_SPLIT_COUNT

      protected static final long SIZED_BASED_MAX_SPLIT_COUNT

      See Also:

      Constant Field Values

  • Method Detail

    • split

      public List<? extends BoundedSource<Result>> split(long desiredBundleSizeBytes,
                                                         PipelineOptions options)
                                                  throws Exception

      Splits the table based on keys that belong to tablets, known as "regions" in the HBase API. The current implementation uses the HBase RegionLocator interface, which calls CloudBigtableServiceImpl.getSampleRowKeys(CloudBigtableTableConfiguration) under the covers. A CloudBigtableIO.SourceWithKeys may correspond to a single region or a portion of a region.

      If a split is smaller than a single region, the split is calculated based on the assumption that the data is distributed evenly between the region's startKey and stopKey. That assumption may not be correct for any specific start/stop key combination.

      This method is called internally by Beam. Do not call it directly.

      Specified by:

      split in class BoundedSource<Result>

      Parameters:

      desiredBundleSizeBytes - The desired size for each bundle, in bytes.

      options - The pipeline options.

      Returns:

      A list of sources split into groups.

      Throws:

      Exception

    • getEstimatedSizeBytes

      public long getEstimatedSizeBytes(PipelineOptions options)
                                 throws IOException

      Gets an estimated size based on data returned from CloudBigtableServiceImpl.getSampleRowKeys(CloudBigtableTableConfiguration). The estimate will be high if a Scan is set on the CloudBigtableScanConfiguration; in such cases, the estimate will not take the Scan into account, and will return a larger estimate than what the CloudBigtableIO.Reader will actually read.

      Parameters:

      options - The pipeline options.

      Returns:

      The estimated size of the data, in bytes.

      Throws:

      IOException

    • getOutputCoder

      public Coder<Result> getOutputCoder()

    • getSplits

      protected List<CloudBigtableIO.SourceWithKeys> getSplits(long desiredBundleSizeBytes)
                                                        throws Exception

      Throws:

      Exception

    • isWithinRange

      protected static boolean isWithinRange(byte[] scanStartKey,
                                             byte[] scanEndKey,
                                             byte[] startKey,
                                             byte[] endKey)

      Checks if the range of the region is within the range of the scan.

    • getSampleRowKeys

      public List<com.google.bigtable.repackaged.com.google.cloud.bigtable.data.v2.models.KeyOffset> getSampleRowKeys()
                                                                                                               throws IOException

      Performs a call to get sample row keys from CloudBigtableServiceImpl.getSampleRowKeys(CloudBigtableTableConfiguration) if they are not yet cached. The sample row keys give information about tablet key boundaries and estimated sizes.

      Throws:

      IOException

    • validate

      public void validate()

      Validates the existence of the table in the configuration.

      Overrides:

      validate in class Source<Result>

    • split

      protected List<CloudBigtableIO.SourceWithKeys> split(long regionSize,
                                                           long desiredBundleSizeBytes,
                                                           byte[] startKey,
                                                           byte[] stopKey)
                                                    throws IOException

      Splits the region based on the start and stop key. Uses Bytes.split(byte[], byte[], int) under the covers.

      Throws:

      IOException

    • createReader

      public BoundedSource.BoundedReader<Result> createReader(PipelineOptions options)

      Creates a reader that will scan the entire table based on the Scan in the configuration.

      Specified by:

      createReader in class BoundedSource<Result>

      Returns:

      A reader for the table.

    • getConfiguration

      protected CloudBigtableScanConfiguration getConfiguration()

      Returns:

      the configuration

    • populateDisplayData

      public void populateDisplayData(DisplayData.Builder builder)

      Specified by:

      populateDisplayData in interface HasDisplayData

      Overrides:

      populateDisplayData in class Source<Result>