This CL makes the following tf.data API-related changes: 1) `tf.data.Iterator` and `tf.data.IteratorSpec` are exposed in the v2 API 2) `tf.experimental.Optional` is exposed in the API (previously exposed as `tf.data.experimental.Optional`) 3) `tf.experimental.Optional.none_from_structure` and `tf.experimental.Optional.value_structure` is renamed to and `tf.experimental.Optional.empty` and `tf.experimental.Optional.element_spec` respectively 4) `tf.OptionalSpec.value_structure` is renamed to `tf.OptionalSpec.element_spec` 5) reflects these changes in documentation and code 6) adds testable docstring for newly exposed APIs PiperOrigin-RevId: 316003328 Change-Id: I7b7e79942308b3d2f94b988c31729980fb69d961
165 lines
5.8 KiB
Plaintext
165 lines
5.8 KiB
Plaintext
path: "tensorflow.data.experimental.RandomDataset"
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tf_class {
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is_instance: "<class \'tensorflow.python.data.experimental.ops.random_ops.RandomDatasetV1\'>"
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is_instance: "<class \'tensorflow.python.data.ops.dataset_ops.DatasetV1Adapter\'>"
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is_instance: "<class \'tensorflow.python.data.ops.dataset_ops.DatasetV1\'>"
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is_instance: "<class \'tensorflow.python.data.ops.dataset_ops.DatasetV2\'>"
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is_instance: "<class \'collections.abc.Iterable\'>"
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member {
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name: "element_spec"
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mtype: "<type \'property\'>"
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}
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member {
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name: "output_classes"
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mtype: "<type \'property\'>"
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}
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member {
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name: "output_shapes"
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mtype: "<type \'property\'>"
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}
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member {
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name: "output_types"
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mtype: "<type \'property\'>"
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}
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member_method {
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name: "__init__"
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argspec: "args=[\'self\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
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}
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member_method {
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name: "apply"
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argspec: "args=[\'self\', \'transformation_func\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "as_numpy_iterator"
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argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "batch"
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argspec: "args=[\'self\', \'batch_size\', \'drop_remainder\'], varargs=None, keywords=None, defaults=[\'False\'], "
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}
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member_method {
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name: "cache"
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argspec: "args=[\'self\', \'filename\'], varargs=None, keywords=None, defaults=[\'\'], "
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}
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member_method {
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name: "cardinality"
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argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "concatenate"
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argspec: "args=[\'self\', \'dataset\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "enumerate"
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argspec: "args=[\'self\', \'start\'], varargs=None, keywords=None, defaults=[\'0\'], "
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}
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member_method {
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name: "filter"
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argspec: "args=[\'self\', \'predicate\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "filter_with_legacy_function"
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argspec: "args=[\'self\', \'predicate\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "flat_map"
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argspec: "args=[\'self\', \'map_func\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "from_generator"
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argspec: "args=[\'generator\', \'output_types\', \'output_shapes\', \'args\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
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}
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member_method {
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name: "from_sparse_tensor_slices"
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argspec: "args=[\'sparse_tensor\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "from_tensor_slices"
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argspec: "args=[\'tensors\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "from_tensors"
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argspec: "args=[\'tensors\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "interleave"
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argspec: "args=[\'self\', \'map_func\', \'cycle_length\', \'block_length\', \'num_parallel_calls\', \'deterministic\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
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}
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member_method {
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name: "list_files"
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argspec: "args=[\'file_pattern\', \'shuffle\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
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}
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member_method {
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name: "make_initializable_iterator"
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argspec: "args=[\'self\', \'shared_name\'], varargs=None, keywords=None, defaults=[\'None\'], "
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}
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member_method {
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name: "make_one_shot_iterator"
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argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "map"
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argspec: "args=[\'self\', \'map_func\', \'num_parallel_calls\', \'deterministic\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
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}
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member_method {
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name: "map_with_legacy_function"
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argspec: "args=[\'self\', \'map_func\', \'num_parallel_calls\', \'deterministic\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
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}
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member_method {
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name: "options"
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argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "padded_batch"
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argspec: "args=[\'self\', \'batch_size\', \'padded_shapes\', \'padding_values\', \'drop_remainder\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'False\'], "
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}
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member_method {
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name: "prefetch"
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argspec: "args=[\'self\', \'buffer_size\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "range"
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argspec: "args=[], varargs=args, keywords=kwargs, defaults=None"
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}
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member_method {
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name: "reduce"
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argspec: "args=[\'self\', \'initial_state\', \'reduce_func\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "repeat"
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argspec: "args=[\'self\', \'count\'], varargs=None, keywords=None, defaults=[\'None\'], "
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}
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member_method {
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name: "shard"
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argspec: "args=[\'self\', \'num_shards\', \'index\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "shuffle"
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argspec: "args=[\'self\', \'buffer_size\', \'seed\', \'reshuffle_each_iteration\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
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}
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member_method {
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name: "skip"
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argspec: "args=[\'self\', \'count\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "take"
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argspec: "args=[\'self\', \'count\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "unbatch"
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argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "window"
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argspec: "args=[\'self\', \'size\', \'shift\', \'stride\', \'drop_remainder\'], varargs=None, keywords=None, defaults=[\'None\', \'1\', \'False\'], "
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}
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member_method {
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name: "with_options"
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argspec: "args=[\'self\', \'options\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "zip"
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argspec: "args=[\'datasets\'], varargs=None, keywords=None, defaults=None"
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}
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}
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