gigl.src.data_preprocessor.lib.transform.TFValueEncoder

class gigl.src.data_preprocessor.lib.transform.tf_value_encoder.TFValueEncoder

Bases: object

Methods

__init__
encode_value_as_feature	Try to encode a given "raw value" as a tf.train.Feature of the intended type.
get_value_to_impute	Returns the default value to use for a missing field.

__weakref__

list of weak references to the object (if defined)

static encode_value_as_feature(value: Any, dtype: DType) → Feature

Try to encode a given “raw value” as a tf.train.Feature of the intended type. Imputes missing values according to defaults for their dtype.

Parameters:

• value –

• dtype –

Returns:

static get_value_to_impute(dtype: DType) → int | str | float

Returns the default value to use for a missing field. :param dtype: :return: