Python – Convert Flat dictionaries to Nested dictionary
Sometimes, while working with records, we can have problem in which we need to perform the task of conversion of multiple flat dictionaries to a single nested dictionary. This can have application in many domains in which data is used extensively. Lets discuss certain ways in which this task can be performed.
Method #1 : Using dict() + key access
This is one of the way in which this task can be performed. In this, we construct empty dictionary using dict and assign a new level to dictionary using manual brute key access.
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# Python3 code to demonstrate working of # Convert Flat dictionaries to Nested dictionary# Using key access + dict() # initializing dictionariestest_dict1 = {'gfg' : 1, 'best' : 2}test_dict2 = {'for' : 3, 'geeks' : 5} # printing original dictionariesprint("The original dictionary 1 is : " + str(test_dict1))print("The original dictionary 2 is : " + str(test_dict2)) # Convert Flat dictionaries to Nested dictionary# Using key access + dict()res = dict()res["level1"] = test_dict1res['level2'] = test_dict2 # printing result print("The nested dictionary is : " + str(res)) |
The original dictionary 1 is : {‘gfg’: 1, ‘best’: 2}
The original dictionary 2 is : {‘geeks’: 5, ‘for’: 3}
The nested dictionary is : {‘level2’: {‘geeks’: 5, ‘for’: 3}, ‘level1’: {‘gfg’: 1, ‘best’: 2}}
Method #2 : Using zip()
This is another way in which this task can be performed. In this we link inner keys to outer keys using zip().
# Python3 code to demonstrate working of # Convert Flat dictionaries to Nested dictionary# Using zip() # initializing dictionariestest_dict1 = {'gfg' : 1, 'best' : 2}test_dict2 = {'for' : 3, 'geeks' : 5} # printing original dictionariesprint("The original dictionary 1 is : " + str(test_dict1))print("The original dictionary 2 is : " + str(test_dict2)) # Convert Flat dictionaries to Nested dictionary# Using zip()key_dict = ['level1', 'level2']dict_list = [test_dict1, test_dict2]res = dict(zip(key_dict, dict_list)) # printing result print("The nested dictionary is : " + str(res)) |
The original dictionary 1 is : {‘gfg’: 1, ‘best’: 2}
The original dictionary 2 is : {‘geeks’: 5, ‘for’: 3}
The nested dictionary is : {‘level2’: {‘geeks’: 5, ‘for’: 3}, ‘level1’: {‘gfg’: 1, ‘best’: 2}}
