tf.strings.bytes_split
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Split string elements of input into bytes.
tf.strings.bytes_split(
input, name=None
)
Used in the notebooks
| Used in the guide |
Used in the tutorials |
|
|
|
Examples:
tf.strings.bytes_split('hello').numpy()
array([b'h', b'e', b'l', b'l', b'o'], dtype=object)
tf.strings.bytes_split(['hello', '123'])
<tf.RaggedTensor [[b'h', b'e', b'l', b'l', b'o'], [b'1', b'2', b'3']]>
Note that this op splits strings into bytes, not unicode characters. To
split strings into unicode characters, use tf.strings.unicode_split.
See also: tf.io.decode_raw, tf.strings.split, tf.strings.unicode_split.
Args |
|---|
input
|
A string Tensor or RaggedTensor: the strings to split. Must
have a statically known rank (N).
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A RaggedTensor of rank N+1: the bytes that make up the source strings.
|
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf.strings.bytes_split\n\n\u003cbr /\u003e\n\n|------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/ops/ragged/ragged_string_ops.py#L40-L84) |\n\nSplit string elements of `input` into bytes.\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.strings.bytes_split`](https://www.tensorflow.org/api_docs/python/tf/strings/bytes_split)\n\n\u003cbr /\u003e\n\n tf.strings.bytes_split(\n input, name=None\n )\n\n### Used in the notebooks\n\n| Used in the guide | Used in the tutorials |\n|----------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------|\n| - [Introduction to Tensors](https://www.tensorflow.org/guide/tensor) | - [Federated Learning for Text Generation](https://www.tensorflow.org/federated/tutorials/federated_learning_for_text_generation) |\n\n#### Examples:\n\n tf.strings.bytes_split('hello').numpy()\n array([b'h', b'e', b'l', b'l', b'o'], dtype=object)\n tf.strings.bytes_split(['hello', '123'])\n \u003ctf.RaggedTensor [[b'h', b'e', b'l', b'l', b'o'], [b'1', b'2', b'3']]\u003e\n\nNote that this op splits strings into bytes, not unicode characters. To\nsplit strings into unicode characters, use [`tf.strings.unicode_split`](../../tf/strings/unicode_split).\n\nSee also: [`tf.io.decode_raw`](../../tf/io/decode_raw), [`tf.strings.split`](../../tf/strings/split), [`tf.strings.unicode_split`](../../tf/strings/unicode_split).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------|-----------------------------------------------------------------------------------------------------|\n| `input` | A string `Tensor` or `RaggedTensor`: the strings to split. Must have a statically known rank (`N`). |\n| `name` | A name for the operation (optional). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A `RaggedTensor` of rank `N+1`: the bytes that make up the source strings. ||\n\n\u003cbr /\u003e"]]
View source on GitHub