hipdf.Index.is_floating

21 min read time

Applies to Linux

Index.is_floating()

Check if the Index is a floating type.

The Index may consist of only floats, NaNs, or a mix of floats, integers, or NaNs.

Deprecated since version 23.04: Use cudf.api.types.is_float_dtype instead.

Returns

bool

Whether or not the Index only consists of only consists of floats, NaNs, or a mix of floats, integers, or NaNs.

See Also

is_boolean : Check if the Index only consists of booleans. is_integer : Check if the Index only consists of integers. is_numeric : Check if the Index only consists of numeric data. is_object : Check if the Index is of the object dtype. is_categorical : Check if the Index holds categorical data. is_interval : Check if the Index holds Interval objects.

Examples

>>> import cudf
>>> idx = cudf.Index([1.0, 2.0, 3.0, 4.0])
>>> idx.is_floating()
True
>>> idx = cudf.Index([1.0, 2.0, np.nan, 4.0])
>>> idx.is_floating()
True
>>> idx = cudf.Index([1, 2, 3, 4, np.nan], nan_as_null=False)
>>> idx.is_floating()
True
>>> idx = cudf.Index([1, 2, 3, 4])
>>> idx.is_floating()
False