Follow

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use
Contact

Find common features between values of a dictionary two by two and store the result in another dictionary

I have a dictionary with values as type of list, I wrote the code as follows to find common features in all lists. I dont know how to find the common features two by two, comparing only two lists ? so if we have 3 in a dictionary, how to compare first and second values and then first and third and lastly second and third? and store the result in a dictionary and generate the proper name for it as the key.

dic = {"df1":[1,2,3,4,5,555],"df2":[2,3,4,5,6,6,77,8,9,555],"df3":[1,2,2,3,4,5,6,76,7,555,5,4,3,2]}

from functools import reduce
dataframe_list = list(dic.values())
common = reduce(lambda a, b: set(a) & set(b), dataframe_list)
common

>Solution :

MEDevel.com: Open-source for Healthcare and Education

Collecting and validating open-source software for healthcare, education, enterprise, development, medical imaging, medical records, and digital pathology.

Visit Medevel

Use itertools.combinations:

from itertools import combinations

out = {(a, b): set(dic[a])&set(dic[b]) for a,b in combinations(dic, r=2)}

Or as a more generic code (useful if you need combinations of more than 2):

from itertools import combinations
from operator import itemgetter

out = {x: set.intersection(*map(set, itemgetter(*x)(dic)))
       for x in combinations(dic, r=2)}

# or

from itertools import combinations

out = {x: set.intersection(*(set(dic[k]) for k in x))
       for x in combinations(dic, r=3)}

Output:

{('df1', 'df2'): {2, 3, 4, 5, 555},
 ('df1', 'df3'): {1, 2, 3, 4, 5, 555},
 ('df2', 'df3'): {2, 3, 4, 5, 6, 555}}

You can also simplify your original code to find the intersection of all values:

common = set.intersection(*map(set, dic.values()))

Output: {2, 3, 4, 5, 555}

Add a comment

Leave a Reply

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use

Discover more from Dev solutions

Subscribe now to keep reading and get access to the full archive.

Continue reading