TestPipeline (Apache Beam 2.62.0)

java.lang.Object
- org.apache.beam.sdk.Pipeline
- - org.apache.beam.sdk.testing.TestPipeline

All Implemented Interfaces:

TestRule
```
public class TestPipeline
extends Pipeline
implements TestRule
```
A creator of test pipelines that can be used inside of tests that can be configured to run locally or against a remote pipeline runner.
It is recommended to tag hand-selected tests for this purpose using the ValidatesRunner Category annotation, as each test run against a pipeline runner will utilize resources of that pipeline runner.
In order to run tests on a pipeline runner, the following conditions must be met:
- System property "beamTestPipelineOptions" must contain a JSON delimited list of pipeline options. For example:
```
 [
     "--runner=TestDataflowRunner",
     "--project=mygcpproject",
     "--stagingLocation=gs://mygcsbucket/path"
 ]
```
  Note that the set of pipeline options required is pipeline runner specific.
- Jars containing the SDK and test classes must be available on the classpath.
Use PAssert for tests, as it integrates with this test harness in both direct and remote execution modes. For example:
```
  @Rule
  public final transient TestPipeline p = TestPipeline.create();

  @Test
  @Category(NeedsRunner.class)
  public void myPipelineTest() throws Exception {
    final PCollection<String> pCollection = pipeline.apply(...)
    PAssert.that(pCollection).containsInAnyOrder(...);
    pipeline.run();
  }
 
```
For pipeline runners, it is required that they must throw an AssertionError containing the message from the PAssert that failed.
See also the Testing documentation section.

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`TestPipeline.AbandonedNodeException` An exception thrown in case an abandoned `PTransform` is detected, that is, a `PTransform` that has not been run.
`static class`	`TestPipeline.PipelineRunMissingException` An exception thrown in case a test finishes without invoking `Pipeline.run()`.
`static interface`	`TestPipeline.TestValueProviderOptions` Implementation detail of `newProvider(T)`, do not use.

Nested classes/interfaces inherited from class org.apache.beam.sdk.Pipeline
Pipeline.PipelineExecutionException, Pipeline.PipelineVisitor

Field Summary

Fields
Modifier and Type Field and Description

static java.lang.String PROPERTY_BEAM_TEST_PIPELINE_OPTIONS
System property used to set TestPipelineOptions.

Fields
Modifier and Type	Field and Description
`static java.lang.String`	`PROPERTY_BEAM_TEST_PIPELINE_OPTIONS` System property used to set `TestPipelineOptions`.

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`Statement`	`apply(Statement statement, Description description)`
`static TestPipeline`	`create()` Creates and returns a new test pipeline.
`TestPipeline`	`enableAbandonedNodeEnforcement(boolean enable)` Enables the abandoned node detection.
`TestPipeline`	`enableAutoRunIfMissing(boolean enable)` If enabled, a `pipeline.run()` statement will be added automatically in case it is missing in the test.
`static TestPipeline`	`fromOptions(PipelineOptions options)`
`PipelineOptions`	`getOptions()`
`<T> ValueProvider<T>`	`newProvider(T runtimeValue)` Returns a new `ValueProvider` that is inaccessible before `run()`, but will be accessible while the pipeline runs.
`PipelineResult`	`run()` Runs this `TestPipeline`, unwrapping any `AssertionError` that is raised during testing.
`PipelineResult`	`run(PipelineOptions options)` Like `run()` but with the given potentially modified options.
`PipelineResult`	`runWithAdditionalOptionArgs(java.util.List<java.lang.String> additionalArgs)` Runs this `TestPipeline` with additional cmd pipeline option args.
`static PipelineOptions`	`testingPipelineOptions()` Creates `PipelineOptions` for testing.
`java.lang.String`	`toString()`
`static void`	`verifyPAssertsSucceeded(Pipeline pipeline, PipelineResult pipelineResult)` Verifies all {`PAsserts`} in the pipeline have been executed and were successful.

Methods inherited from class org.apache.beam.sdk.Pipeline
apply, apply, applyTransform, applyTransform, begin, create, forTransformHierarchy, getCoderRegistry, getSchemaRegistry, registerBadRecordErrorHandler, replaceAll, setCoderRegistry, traverseTopologically

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

- Field Detail
  - PROPERTY_BEAM_TEST_PIPELINE_OPTIONS
```
public static final java.lang.String PROPERTY_BEAM_TEST_PIPELINE_OPTIONS
```
    System property used to set TestPipelineOptions.
    
    See Also:
    
    Constant Field Values
- Method Detail
  - create
```
public static TestPipeline create()
```
    Creates and returns a new test pipeline.
    Use PAssert to add tests, then call Pipeline.run() to execute the pipeline and check the tests.
  - fromOptions
```
public static TestPipeline fromOptions(PipelineOptions options)
```
  - getOptions
```
public PipelineOptions getOptions()
```
    Overrides:
    
    getOptions in class Pipeline
  - apply
```
public Statement apply(Statement statement,
                       Description description)
```
    Specified by:
    
    apply in interface TestRule
  - run
```
public PipelineResult run()
```
    Runs this TestPipeline, unwrapping any AssertionError that is raised during testing.
    
    Overrides:
    
    run in class Pipeline
  - runWithAdditionalOptionArgs
```
public PipelineResult runWithAdditionalOptionArgs(java.util.List<java.lang.String> additionalArgs)
```
    Runs this TestPipeline with additional cmd pipeline option args.
    This is useful when using PipelineOptions.as(Class) directly introduces circular dependency.
    Most of logic is similar to testingPipelineOptions().
  - run
```
public PipelineResult run(PipelineOptions options)
```
    Like run() but with the given potentially modified options.
    
    Overrides:
    
    run in class Pipeline
  - newProvider
```
public <T> ValueProvider<T> newProvider(T runtimeValue)
```
    Returns a new ValueProvider that is inaccessible before run(), but will be accessible while the pipeline runs.
  - enableAbandonedNodeEnforcement
```
public TestPipeline enableAbandonedNodeEnforcement(boolean enable)
```
    Enables the abandoned node detection. Abandoned nodes are PTransforms, PAsserts included, that were not executed by the pipeline runner. Abandoned nodes are most likely to occur due to the one of the following scenarios:
    - Lack of a pipeline.run() statement at the end of a test.
    - Addition of PTransforms after the pipeline has already run.
    Abandoned node detection is automatically enabled when a real pipeline runner (i.e. not a CrashingRunner) and/or a NeedsRunner or a ValidatesRunner annotation are detected.
  - enableAutoRunIfMissing
```
public TestPipeline enableAutoRunIfMissing(boolean enable)
```
    If enabled, a pipeline.run() statement will be added automatically in case it is missing in the test.
  - toString
```
public java.lang.String toString()
```
    Overrides:
    
    toString in class Pipeline
  - testingPipelineOptions
```
public static PipelineOptions testingPipelineOptions()
```
    Creates PipelineOptions for testing.
  - verifyPAssertsSucceeded
```
public static void verifyPAssertsSucceeded(Pipeline pipeline,
                                           PipelineResult pipelineResult)
```
    Verifies all {PAsserts} in the pipeline have been executed and were successful.
    Note this only runs for runners which support Metrics. Runners which do not should verify this in some other way. See: https://issues.apache.org/jira/browse/BEAM-2001

Class TestPipeline

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.beam.sdk.Pipeline

Field Summary

Method Summary

Methods inherited from class org.apache.beam.sdk.Pipeline

Methods inherited from class java.lang.Object

Field Detail

PROPERTY_BEAM_TEST_PIPELINE_OPTIONS

Method Detail

create

fromOptions

getOptions

apply

run

runWithAdditionalOptionArgs

run

newProvider

enableAbandonedNodeEnforcement

enableAutoRunIfMissing

toString

testingPipelineOptions

verifyPAssertsSucceeded