A dictionary is below
my = [{'Name':'Super', 'Gender':'Male', 'UNNO':111234},
{'Name':'Spider', 'Gender':'Male', 'UNNO':11123},
{'Name':'Bat', 'Gender':'Female', 'UNNO':113456},
{'Name':'pand', 'Gender':'Female', 'UNNO':13456}]
The unique number is the value for key "UNNO" for each dictionary.
All UNNO numbers must contain 6 digits.
UNNO number start from 11 is only valid
Expected Out
my_dict_list = {'Male':['Super'], 'Female':['Bat']}
Original Code with out regex
d = {}
for i in my:
if str(i['UNNO']).startswith('11') and len(str(i['UNNO'])) == 6:
# To get {'Male':['Super'], 'Female':['Bat']}
d[i['Gender']] = [i['Name']]
How to write with help of regex, wrote regular expression, how to complete with help of defaultdict
import re
from collections import defaultdict
# regular expression
rx = re.compile(r'^(?=\d{6}$)(?P<Male>11\d+)|(?P<Female>11\d+)')
# output dict
output = defaultdict(list)
To engage regex matching in solving your issue - use the following approach:
import re
from collections import defaultdict
my_list = [{'Name': 'Super', 'Gender': 'Male', 'UNNO': 111234},
{'Name': 'Spider', 'Gender': 'Male', 'UNNO': 11123},
{'Name': 'Bat', 'Gender': 'Female', 'UNNO': 113456},
{'Name': 'pand', 'Gender': 'Female', 'UNNO': 13456}]
genders = defaultdict(list)
pat = re.compile(r'^11\d{4}$') # crucial pattern to validate `UNNO` number
for d in my_list:
if pat.search(str(d['UNNO'])):
genders[d['Gender']].append(d['Name'])
print(dict(genders)) # {'Male': ['Super'], 'Female': ['Bat']}