apache_beam.testing.util module

Utilities for testing Beam pipelines.

class apache_beam.testing.util.TestWindowedValue(value, timestamp, windows)

Bases: tuple

Create new instance of TestWindowedValue(value, timestamp, windows)

timestamp

Alias for field number 1

value

Alias for field number 0

windows

Alias for field number 2

apache_beam.testing.util.equal_to(expected)

apache_beam.testing.util.is_empty()

apache_beam.testing.util.assert_that(actual, matcher, label='assert_that', reify_windows=False, use_global_window=True)

A PTransform that checks a PCollection has an expected value.

Note that assert_that should be used only for testing pipelines since the check relies on materializing the entire PCollection being checked.

Parameters:

• actual – A PCollection.
• matcher – A matcher function taking as argument the actual value of a materialized PCollection. The matcher validates this actual value against expectations and raises BeamAssertException if they are not met.
• label – Optional string label. This is needed in case several assert_that transforms are introduced in the same pipeline.
• reify_windows – If True, matcher is passed a list of TestWindowedValue.
• use_global_window – If False, matcher is passed a dictionary of (k, v) = (window, elements in the window).

Returns:

Ignored.

apache_beam.testing.util.open_shards(*args, **kwargs)

Returns a composite file of all shards matching the given glob pattern.