Python – Convert Value list elements to List records

Sometimes, while working with Python dictionaries, we can have a problem in which we need to convert the nested list values to individual records to include another level of nesting to accommodate data. This kind of problem can have applications in data domains such as web development and Machine Learning. Let’s discuss certain ways in which this task can be performed.

Input : test_dict = {‘gfg’ : [4, 5], ‘best’ : [8, 10, 7, 9]}
Output : {‘best’: [{8: []}, {10: []}, {7: []}, {9: []}], ‘gfg’: [{4: []}, {5: []}]}

Input : test_dict = {‘gfg’ : [7]}
Output : {‘gfg’: [{7: []}]}

Method #1 : Using loop + enumerate()
The combination of above functions can be used to solve this problem. This is brute force approach to this in which we iterate for all list and create records list for each value.

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# Python3 code to demonstrate working of 
# Convert Value list elements to List records
# Using loop + enumerate()
  
# initializing dictionary
test_dict = {'gfg' : [4, 5], 'is' : [8], 'best' : [10]}
  
# printing original dictionary
print("The original dictionary : " + str(test_dict))
  
# Convert Value list elements to List records
# Using loop + enumerate()
for ele in test_dict.values():
    for idx, val in enumerate(ele):
        ele[idx] = {val: []}
  
# printing result 
print("The converted dictionary is : " + str(test_dict)) 

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Output :



The original dictionary : {‘best’: [10], ‘is’: [8], ‘gfg’: [4, 5]}
The converted dictionary is : {‘best’: [{10: []}], ‘is’: [{8: []}], ‘gfg’: [{4: []}, {5: []}]}

 

Method #2 : Using dictionary comprehension + items()
This is shorthand method to solve this problem. In this, the dictionary is created using dictionary comprehension and dictionary items are extracted using items().

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# Python3 code to demonstrate working of 
# Convert Value list elements to List records
# Using dictionary comprehension + items()
  
# initializing dictionary
test_dict = {'gfg' : [4, 5], 'is' : [8], 'best' : [10]}
  
# printing original dictionary
print("The original dictionary : " + str(test_dict))
  
# Convert Value list elements to List records
# Using dictionary comprehension + items()
res = {key: [{val: []} for val in sub] for key, sub in test_dict.items()}
  
# printing result 
print("The converted dictionary is : " + str(res)) 

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Output :

The original dictionary : {‘best’: [10], ‘is’: [8], ‘gfg’: [4, 5]}
The converted dictionary is : {‘best’: [{10: []}], ‘is’: [{8: []}], ‘gfg’: [{4: []}, {5: []}]}




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