tf.raw_ops.ExperimentalGroupByReducerDataset | TensorFlow v2.16.1 (original) (raw)

Creates a dataset that computes a group-by on input_dataset.

View aliases

Compat aliases for migration

tf.compat.v1.raw_ops.ExperimentalGroupByReducerDataset

tf.raw_ops.ExperimentalGroupByReducerDataset(
    input_dataset,
    key_func_other_arguments,
    init_func_other_arguments,
    reduce_func_other_arguments,
    finalize_func_other_arguments,
    key_func,
    init_func,
    reduce_func,
    finalize_func,
    output_types,
    output_shapes,
    name=None
)

Creates a dataset that computes a group-by on input_dataset.

Args
input_dataset	A Tensor of type variant. A variant tensor representing the input dataset.
key_func_other_arguments	A list of Tensor objects. A list of tensors, typically values that were captured when building a closure for key_func.
init_func_other_arguments	A list of Tensor objects. A list of tensors, typically values that were captured when building a closure for init_func.
reduce_func_other_arguments	A list of Tensor objects. A list of tensors, typically values that were captured when building a closure for reduce_func.
finalize_func_other_arguments	A list of Tensor objects. A list of tensors, typically values that were captured when building a closure for finalize_func.
key_func	A function decorated with @Defun. A function mapping an element of input_dataset, concatenated with key_func_other_arguments to a scalar value of type DT_INT64.
init_func	A function decorated with @Defun. A function mapping a key of type DT_INT64, concatenated withinit_func_other_arguments to the initial reducer state.
reduce_func	A function decorated with @Defun. A function mapping the current reducer state and an element of input_dataset, concatenated with reduce_func_other_arguments to a new reducer state.
finalize_func	A function decorated with @Defun. A function mapping the final reducer state to an output element.
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.