xarray.DataArray.reduce

DataArray.reduce(func, dim=None, axis=None, keep_attrs=None, **kwargs)

Reduce this array by applying func along some dimension(s).

Parameters
funcfunction

Function which can be called in the form f(x, axis=axis, **kwargs) to return the result of reducing an np.ndarray over an integer valued axis.

dimstr or sequence of str, optional

Dimension(s) over which to apply func.

axisint or sequence of int, optional

Axis(es) over which to repeatedly apply func. Only one of the ‘dim’ and ‘axis’ arguments can be supplied. If neither are supplied, then the reduction is calculated over the flattened array (by calling f(x) without an axis argument).

keep_attrsbool, optional

If True, the variable’s attributes (attrs) will be copied from the original object to the new one. If False (default), the new object will be returned without attributes.

**kwargsdict

Additional keyword arguments passed on to func.

Returns
reducedDataArray

DataArray with this object’s array replaced with an array with summarized data and the indicated dimension(s) removed.