StringSplit

public final class StringSplit

Split elements of `source` based on `sep` into a `SparseTensor`.

Let N be the size of source (typically N will be the batch size). Split each element of `source` based on `sep` and return a `SparseTensor` containing the split tokens. Empty tokens are ignored.

For example, N = 2, source[0] is 'hello world' and source[1] is 'a b c', then the output will be 

st.indices = [0, 0;
               0, 1;
               1, 0;
               1, 1;
               1, 2]
 st.shape = [2, 3]
 st.values = ['hello', 'world', 'a', 'b', 'c']
If `sep` is given, consecutive delimiters are not grouped together and are deemed to delimit empty strings. For example, source of `"1<>2<><>3"` and sep of `"<>"` returns `["1", "2", "", "3"]`. If `sep` is None or an empty string, consecutive whitespace are regarded as a single separator, and the result will contain no empty strings at the startor end if the string has leading or trailing whitespace.

Note that the above mentioned behavior matches python's str.split.

Nested Classes

class StringSplit.Options Optional attributes for StringSplit  

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static StringSplit
create(Scope scope, Operand<TString> input, Operand<TString> sep, Options... options)
Factory method to create a class wrapping a new StringSplit operation.
Output<TInt64>
indices()
static StringSplit.Options
maxsplit(Long maxsplit)
Output<TInt64>
shape()
Output<TString>
values()

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "StringSplitV2"

Public Methods

public static StringSplit create (Scope scope, Operand<TString> input, Operand<TString> sep, Options... options)

Factory method to create a class wrapping a new StringSplit operation.

Parameters
scope current scope
input `1-D` string `Tensor`, the strings to split.
sep `0-D` string `Tensor`, the delimiter character.
options carries optional attributes values
Returns
  • a new instance of StringSplit

public Output<TInt64> indices ()

public static StringSplit.Options maxsplit (Long maxsplit)

Parameters
maxsplit An `int`. If `maxsplit > 0`, limit of the split of the result.

public Output<TInt64> shape ()

public Output<TString> values ()