cudf.Series.memory_usage

Series.memory_usage(index: bool = True, deep: bool = False) → int

Return the memory usage of the Series.

Parameters:

indexbool, default True

Specifies whether to include the memory usage of the index.

deepbool, default False

The deep parameter is ignored and is only included for pandas compatibility.

Returns:

int

The total memory usage in bytes.

Examples

>>> import cudf
>>> s = cudf.Series(range(3), index=['a','b','c'])
>>> s.memory_usage()
43

Not including the index gives the size of the rest of the data, which is necessarily smaller:

>>> s.memory_usage(index=False)
24