Compare Dictionaries for close enough match

Question

I am looking for a good way to compare two dictionaries which contain the information of a matrix. So the structure of my dictionaries are the following, both dictionaries have identical keys:

dict_1 = {("a","a"):0.01, ("a","b"): 0.02, ("a","c"): 0.00015, ...
dict_2 = {("a","a"):0.01, ("a","b"): 0.018, ("a","c"): 0.00014, ...

If I have to matrices, i.e. lists of list, I can use numpy.allclose. Is there something similar for dictionaries or is there a nice way to transform my dictionaries into such matrices?

Thanks for your help.

Answer 1

Easiest way I could think of:

keylist = dict_1.keys()
array_1 = numpy.array([dict_1[key] for key in keylist])
array_2 = numpy.array([dict_2[key] for key in keylist])

if numpy.allclose(array_1, array_2):
    print('Equal')
else:
    print('Not equal')