hipdf.Index.is_numeric

hipdf.Index.is_numeric#

21 min read time

Applies to Linux

Index.is_numeric()#

Check if the Index only consists of numeric data.

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

Returns#

bool

Whether or not the Index only consists of numeric data.

See Also#

is_boolean : Check if the Index only consists of booleans. is_integer : Check if the Index only consists of integers. is_floating : Check if the Index is a floating type. 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_numeric()
True
>>> idx = cudf.Index([1, 2, 3, 4.0])
>>> idx.is_numeric()
True
>>> idx = cudf.Index([1, 2, 3, 4])
>>> idx.is_numeric()
True
>>> idx = cudf.Index([1, 2, 3, 4.0, np.nan])
>>> idx.is_numeric()
True
>>> idx = cudf.Index(["Apple", "cold"])
>>> idx.is_numeric()
False
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