org.apache.beam.sdk.io.gcp.spanner

Class SpannerIO.Write

java.lang.Object

org.apache.beam.sdk.transforms.PTransform<PCollection<Mutation>,SpannerWriteResult>

org.apache.beam.sdk.io.gcp.spanner.SpannerIO.Write

All Implemented Interfaces:

java.io.Serializable, HasDisplayData

Enclosing class:

SpannerIO

public abstract static class SpannerIO.Write
extends PTransform<PCollection<Mutation>,SpannerWriteResult>

A PTransform that writes Mutation objects to Google Cloud Spanner.

See Also:

SpannerIO, Serialized Form

Field Summary

Fields inherited from class org.apache.beam.sdk.transforms.PTransform

name, resourceHints

Constructor Summary

Constructors

Constructor and Description
Write()

Method Summary

Modifier and Type	Method and Description
SpannerWriteResult	expand(PCollection<Mutation> input) Override this method to specify how this PTransform should be expanded on the given InputT.
SpannerIO.WriteGrouped	grouped() Same transform but can be applied to PCollection of MutationGroup.
void	populateDisplayData(DisplayData.Builder builder) Register display data for the given transform or component.
SpannerIO.Write	withBatchSizeBytes(long batchSizeBytes) Specifies the batch size limit (max number of bytes mutated per batch).
SpannerIO.Write	withCommitDeadline(Duration commitDeadline) Specifies the deadline for the Commit API call.
SpannerIO.Write	withDatabaseId(java.lang.String databaseId) Specifies the Cloud Spanner database.
SpannerIO.Write	withDatabaseId(ValueProvider<java.lang.String> databaseId) Specifies the Cloud Spanner database.
SpannerIO.Write	withDialectView(PCollectionView<Dialect> dialect)
SpannerIO.Write	withEmulatorHost(java.lang.String emulatorHost)
SpannerIO.Write	withEmulatorHost(ValueProvider<java.lang.String> emulatorHost) Specifies the Cloud Spanner emulator host.
SpannerIO.Write	withFailureMode(SpannerIO.FailureMode failureMode) Specifies failure mode.
SpannerIO.Write	withGroupingFactor(int groupingFactor) Specifies the multiple of max mutation (in terms of both bytes per batch and cells per batch) that is used to select a set of mutations to sort by key for batching.
SpannerIO.Write	withHighPriority()
SpannerIO.Write	withHost(java.lang.String host) Specifies the Cloud Spanner host.
SpannerIO.Write	withHost(ValueProvider<java.lang.String> host) Specifies the Cloud Spanner host.
SpannerIO.Write	withInstanceId(java.lang.String instanceId) Specifies the Cloud Spanner instance.
SpannerIO.Write	withInstanceId(ValueProvider<java.lang.String> instanceId) Specifies the Cloud Spanner instance.
SpannerIO.Write	withLowPriority()
SpannerIO.Write	withMaxCumulativeBackoff(Duration maxCumulativeBackoff) Specifies the maximum cumulative backoff time when retrying after DEADLINE_EXCEEDED errors.
SpannerIO.Write	withMaxNumMutations(long maxNumMutations) Specifies the cell mutation limit (maximum number of mutated cells per batch).
SpannerIO.Write	withMaxNumRows(long maxNumRows) Specifies the row mutation limit (maximum number of mutated rows per batch).
SpannerIO.Write	withProjectId(java.lang.String projectId) Specifies the Cloud Spanner project.
SpannerIO.Write	withProjectId(ValueProvider<java.lang.String> projectId) Specifies the Cloud Spanner project.
SpannerIO.Write	withSchemaReadySignal(PCollection<?> signal) Specifies an optional input PCollection that can be used as the signal for Wait.OnSignal to indicate when the database schema is ready to be read.
SpannerIO.Write	withSpannerConfig(SpannerConfig spannerConfig) Specifies the Cloud Spanner configuration.

Methods inherited from class org.apache.beam.sdk.transforms.PTransform

compose, compose, getAdditionalInputs, getDefaultOutputCoder, getDefaultOutputCoder, getDefaultOutputCoder, getKindString, getName, getResourceHints, setResourceHints, toString, validate

Methods inherited from class java.lang.Object

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

Constructor Detail

Write

public Write()

Method Detail

withSpannerConfig

public SpannerIO.Write withSpannerConfig(SpannerConfig spannerConfig)

Specifies the Cloud Spanner configuration.

withProjectId

public SpannerIO.Write withProjectId(java.lang.String projectId)

Specifies the Cloud Spanner project.

withProjectId

public SpannerIO.Write withProjectId(ValueProvider<java.lang.String> projectId)

Specifies the Cloud Spanner project.

withInstanceId

public SpannerIO.Write withInstanceId(java.lang.String instanceId)

Specifies the Cloud Spanner instance.

withInstanceId

public SpannerIO.Write withInstanceId(ValueProvider<java.lang.String> instanceId)

Specifies the Cloud Spanner instance.

withDatabaseId

public SpannerIO.Write withDatabaseId(java.lang.String databaseId)

Specifies the Cloud Spanner database.

withDatabaseId

public SpannerIO.Write withDatabaseId(ValueProvider<java.lang.String> databaseId)

Specifies the Cloud Spanner database.

withHost

public SpannerIO.Write withHost(ValueProvider<java.lang.String> host)

Specifies the Cloud Spanner host.

withHost

public SpannerIO.Write withHost(java.lang.String host)

Specifies the Cloud Spanner host.

withEmulatorHost

public SpannerIO.Write withEmulatorHost(ValueProvider<java.lang.String> emulatorHost)

Specifies the Cloud Spanner emulator host.

withEmulatorHost

public SpannerIO.Write withEmulatorHost(java.lang.String emulatorHost)

withDialectView

public SpannerIO.Write withDialectView(PCollectionView<Dialect> dialect)

withCommitDeadline

public SpannerIO.Write withCommitDeadline(Duration commitDeadline)

Specifies the deadline for the Commit API call. Default is 15 secs. DEADLINE_EXCEEDED errors will prompt a backoff/retry until the value of withMaxCumulativeBackoff(Duration) is reached. DEADLINE_EXCEEDED errors are reported with logging and counters.

withMaxCumulativeBackoff

public SpannerIO.Write withMaxCumulativeBackoff(Duration maxCumulativeBackoff)

Specifies the maximum cumulative backoff time when retrying after DEADLINE_EXCEEDED errors. Default is 15 mins.

If the mutations still have not been written after this time, they are treated as a failure, and handled according to the setting of #withFailureMode(FailureMode).

grouped

public SpannerIO.WriteGrouped grouped()

Same transform but can be applied to PCollection of MutationGroup.

withBatchSizeBytes

public SpannerIO.Write withBatchSizeBytes(long batchSizeBytes)

Specifies the batch size limit (max number of bytes mutated per batch). Default value is 1MB

withFailureMode

public SpannerIO.Write withFailureMode(SpannerIO.FailureMode failureMode)

Specifies failure mode. SpannerIO.FailureMode.FAIL_FAST mode is selected by default.

withMaxNumMutations

public SpannerIO.Write withMaxNumMutations(long maxNumMutations)

Specifies the cell mutation limit (maximum number of mutated cells per batch). Default value is 5000

withMaxNumRows

public SpannerIO.Write withMaxNumRows(long maxNumRows)

Specifies the row mutation limit (maximum number of mutated rows per batch). Default value is 1000

withSchemaReadySignal

public SpannerIO.Write withSchemaReadySignal(PCollection<?> signal)

Specifies an optional input PCollection that can be used as the signal for Wait.OnSignal to indicate when the database schema is ready to be read.

To be used when the database schema is created by another section of the pipeline, this causes this transform to wait until the signal PCollection has been closed before reading the schema from the database.

See Also:

Wait.OnSignal

withGroupingFactor

public SpannerIO.Write withGroupingFactor(int groupingFactor)

Specifies the multiple of max mutation (in terms of both bytes per batch and cells per batch) that is used to select a set of mutations to sort by key for batching. This sort uses local memory on the workers, so using large values can cause out of memory errors. Default value is 1000.

withLowPriority

public SpannerIO.Write withLowPriority()

withHighPriority

public SpannerIO.Write withHighPriority()

expand

public SpannerWriteResult expand(PCollection<Mutation> input)

Description copied from class: PTransform

Override this method to specify how this PTransform should be expanded on the given InputT.

NOTE: This method should not be called directly. Instead apply the PTransform should be applied to the InputT using the apply method.

Composite transforms, which are defined in terms of other transforms, should return the output of one of the composed transforms. Non-composite transforms, which do not apply any transforms internally, should return a new unbound output and register evaluators (via backend-specific registration methods).

Specified by:

expand in class PTransform<PCollection<Mutation>,SpannerWriteResult>

populateDisplayData

public void populateDisplayData(DisplayData.Builder builder)

Description copied from class: PTransform

Register display data for the given transform or component.

populateDisplayData(DisplayData.Builder) is invoked by Pipeline runners to collect display data via DisplayData.from(HasDisplayData). Implementations may call super.populateDisplayData(builder) in order to register display data in the current namespace, but should otherwise use subcomponent.populateDisplayData(builder) to use the namespace of the subcomponent.

By default, does not register any display data. Implementors may override this method to provide their own display data.

Specified by:

populateDisplayData in interface HasDisplayData

Overrides:

populateDisplayData in class PTransform<PCollection<Mutation>,SpannerWriteResult>

Parameters:

builder - The builder to populate with display data.

See Also:

HasDisplayData