cf.Field.allclose

Field.allclose(y, atol=None, rtol=None)

Returns True if two broadcastable fields have equal array values to within numerical tolerance.

For numeric data arrays f.allclose(y, atol, rtol) is equivalent to (abs(f - y) <= atol + rtol*abs(y)).all(); for other data types it is equivalent to (f == y).all().

See also

equals

Examples 1:

>>> b = f.allclose(y)

Parameters:

y : data-like object

The object to be compared with the data array. y must be broadcastable to the data array and if y has units then they must be compatible.

A data-like object is any object containing array-like or scalar data which could be used to create a cf.Data object.

Example:

Instances, x, of following types are all examples of data-like objects (because cf.Data(x) creates a valid cf.Data object): int, float, str, tuple, list, numpy.ndarray, cf.Data, cf.Coordinate, cf.Field.

atol : float, optional

The absolute tolerance for all numerical comparisons, By default the value returned by the cf.ATOL function is used.

rtol : float, optional

The relative tolerance for all numerical comparisons, By default the value returned by the cf.RTOL function is used.

Returns:

out : bool

Whether or not the two data arrays are equivalent.

Examples 2: