Python | Type conversion in dictionary values

The problem of conventional type conversion is quite common and can be easily done using the built-in converters of python libraries. But sometimes, we may require the same functionality in a more complex scenario vis. for keys of list of dictionaries. Let’s discuss certain ways in which this can be achieved.
Method #1 : Naive Method 
In the naive method, we employ 2 loops, nested. One for all the dictionaries in the list and the second one for the dictionary key-value pairs in a specific dictionary.

Python3

# Python3 code to demonstrate
# Type conversion in list of dicts.
# using naive method

# initializing list of dictionary
test_list = [{'a' : '1', 'b' : '2'}, { 'c' : '3', 'd' : '4'}]

# printing original list
print ("The original list is : " + str(test_list))

# using naive method
# type conversation in list of dicts.
for dicts in test_list:
    for keys in dicts:
        dicts[keys] = int(dicts[keys])

# printing result
print ("The modified converted list is : " +  str(test_list))

Output :

The original list is : [{'a': '1', 'b': '2'}, {'c': '3', 'd': '4'}]
The modified converted list is : [{'a': 1, 'b': 2}, {'c': 3, 'd': 4}]

Method #2 : Using items() + list comprehension
This can easily performed using just a one line with the help of list comprehension. The items function can be exploited to extract the list values as when required and list comprehension part handles the iteration part.

Python3

# Python3 code to demonstrate
# Type conversion in list of dicts.
# using items() + list comprehension

# initializing list of dictionary
test_list = [{'a' : '1', 'b' : '2'}, { 'c' : '3', 'd' : '4'}]

# printing original list
print ("The original list is : " + str(test_list))

# using items() + list comprehension
# type conversation in list of dicts.
res = [dict([key, int(value)]
       for key, value in dicts.items())
       for dicts in test_list]

# printing result
print ("The modified converted list is : " +  str(res))

Output :

The original list is : [{'b': '2', 'a': '1'}, {'c': '3', 'd': '4'}]
The modified converted list is : [{'a': 1, 'b': 2}, {'c': 3, 'd': 4}]