tf.data.DatasetSpec

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Type specification for tf.data.Dataset.

View aliases

Main aliases

`tf.data.experimental.DatasetStructure`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.data.DatasetSpec, tf.compat.v1.data.experimental.DatasetStructure, `tf.compat.v2.data.DatasetSpec`

tf.data.DatasetSpec(
    element_spec, dataset_shape=()
)

Attributes
value_type	The Python type for values that are compatible with this TypeSpec.

Methods

from_value

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@staticmethod
from_value(
    value
)

is_compatible_with

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is_compatible_with(
    spec_or_value
)

Returns true if spec_or_value is compatible with this TypeSpec.

most_specific_compatible_type

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most_specific_compatible_type(
    other
)

Returns the most specific TypeSpec compatible with self and other.

Args
other	A TypeSpec.

Raises
ValueError	If there is no TypeSpec that is compatible with both self and other.

__eq__

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__eq__(
    other
)

Return self==value.

__ne__

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__ne__(
    other
)

Return self!=value.