tf.raw_ops.FlatMapDataset

Creates a dataset that applies f to the outputs of input_dataset.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.FlatMapDataset

tf.raw_ops.FlatMapDataset(
    input_dataset, other_arguments, f, output_types, output_shapes, name=None
)

Unlike MapDataset, the f in FlatMapDataset is expected to return a Dataset variant, and FlatMapDataset will flatten successive results into a single Dataset.

Args
input_dataset	A Tensor of type variant.
other_arguments	A list of Tensor objects.
f	A function decorated with @Defun. A function mapping elements of input_dataset, concatenated with other_arguments, to a Dataset variant that contains elements matching output_types and output_shapes.
output_types	A list of tf.DTypes that has length >= 1.
output_shapes	A list of shapes (each a tf.TensorShape or list of ints) that has length >= 1.
name	A name for the operation (optional).

Returns
A Tensor of type variant.