tft_beam.WriteTransformFn

Writes a TransformFn to disk.

The internal structure is a directory containing two subdirectories. The first is 'transformed_metadata' and contains metadata of the transformed data. The second is 'transform_fn' and contains a SavedModel representing the transformed data.

label

Methods

default_label

default_type_hints

display_data

Returns the display data associated to a pipeline component.

It should be reimplemented in pipeline components that wish to have static display data.

Returns
Dict[str, Any]: A dictionary containing key:value pairs. The value might be an integer, float or string value; a :class:DisplayDataItem for values that have more data (e.g. short value, label, url); or a :class:HasDisplayData instance that has more display data that should be picked up. For example::

{ 'key1': 'string_value', 'key2': 1234, 'key3': 3.14159265, 'key4': DisplayDataItem('apache.org', url='http://apache.org'), 'key5': subComponent }

expand

View source

from_runner_api

get_type_hints

Gets and/or initializes type hints for this object.

If type hints have not been set, attempts to initialize type hints in this order:

  • Using self.default_type_hints().
  • Using self.class type hints.

get_windowing

Returns the window function to be associated with transform's output.

By default most transforms just return the windowing function associated with the input PCollection (or the first input if several).

infer_output_type

register_urn

runner_api_requires_keyed_input

to_runner_api

to_runner_api_parameter

to_runner_api_pickled

type_check_inputs

type_check_inputs_or_outputs

type_check_outputs

with_input_types

Annotates the input type of a :class:PTransform with a type-hint.

Args
input_type_hint (type): An instance of an allowed built-in type, a custom class, or an instance of a :class:~apache_beam.typehints.typehints.TypeConstraint.

Raises
TypeError If input_type_hint is not a valid type-hint. See :obj:apache_beam.typehints.typehints.validate_composite_type_param() for further details.

Returns
PTransform A reference to the instance of this particular :class:PTransform object. This allows chaining type-hinting related methods.

with_output_types

Annotates the output type of a :class:PTransform with a type-hint.

Args
type_hint (type): An instance of an allowed built-in type, a custom class, or a :class:~apache_beam.typehints.typehints.TypeConstraint.

Raises
TypeError If type_hint is not a valid type-hint. See :obj:~apache_beam.typehints.typehints.validate_composite_type_param() for further details.

Returns
PTransform A reference to the instance of this particular :class:PTransform object. This allows chaining type-hinting related methods.

__or__

Used to compose PTransforms, e.g., ptransform1 | ptransform2.

__ror__

Used to apply this PTransform to non-PValues, e.g., a tuple.

Class Variables

  • pipeline = None
  • side_inputs = ()