Python – Sort dictionaries list by Key’s Value list index
Given list of dictionaries, sort dictionaries on basis of Key’s index value.
Input : [{“Gfg” : [6, 7, 8], “is” : 9, “best” : 10},
{“Gfg” : [2, 0, 3], “is” : 11, “best” : 19},
{“Gfg” : [4, 6, 9], “is” : 16, “best” : 1}], K = “Gfg”, idx = 0
Output : [{‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}, {‘Gfg’: [6, 7, 8], ‘is’: 9, ‘best’: 10}]
Explanation : 2<4<6, hence dictionary ordered in that way by 0th index of Key.Input : [{“Gfg” : [6, 7, 8], “is” : 9, “best” : 10},
{“Gfg” : [2, 0, 3], “is” : 11, “best” : 19},
{“Gfg” : [4, 6, 9], “is” : 16, “best” : 1}], K = “Gfg”, idx = 1
Output : [{‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}, {‘Gfg’: [6, 7, 8], ‘is’: 9, ‘best’: 10}]
Explanation : 0<6<7, hence dictionary ordered in that way by 1st index.
Method #1 : Using sorted() + lambda
The combination of above functions can be used to solve this problem. In this, we perform sort using sorted and logic based on list index is provided in lambda function.
Python3
# Python3 code to demonstrate working of # Sort dictionaries list by Key's Value list index# Using sorted() + lambda # initializing liststest_list = [{"Gfg" : [6, 7, 8], "is" : 9, "best" : 10}, {"Gfg" : [2, 0, 3], "is" : 11, "best" : 19}, {"Gfg" : [4, 6, 9], "is" : 16, "best" : 1}] # printing original listprint("The original list : " + str(test_list)) # initializing K K = "Gfg" # initializing idx idx = 2 # using sorted() to perform sort in basis of 1 parameter key and # indexres = sorted(test_list, key = lambda ele: ele[K][idx]) # printing result print("The required sort order : " + str(res)) |
The original list : [{‘Gfg’: [6, 7, 8], ‘is’: 9, ‘best’: 10}, {‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}]
The required sort order : [{‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [6, 7, 8], ‘is’: 9, ‘best’: 10}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}]
Method #2 : Using sorted() + lambda (Additional parameter in case of tie)
This is modification in sorting of values, adding another parameter in case of tie of values among list.
Python3
# Python3 code to demonstrate working of # Sort dictionaries list by Key's Value list index# Using sorted() + lambda (Additional parameter in case of tie) # initializing liststest_list = [{"Gfg" : [6, 7, 9], "is" : 9, "best" : 10}, {"Gfg" : [2, 0, 3], "is" : 11, "best" : 19}, {"Gfg" : [4, 6, 9], "is" : 16, "best" : 1}] # printing original listprint("The original list : " + str(test_list)) # initializing K K = "Gfg" # initializing idx idx = 2 # initializing K2 K2 = "best" # using sorted() to perform sort in basis of 2 parameter key# inner is evaluated after the outer key in lambda orderres = sorted(sorted(test_list, key = lambda ele: ele[K2]), key = lambda ele: ele[K][idx]) # printing result print("The required sort order : " + str(res)) |
The original list : [{‘Gfg’: [6, 7, 9], ‘is’: 9, ‘best’: 10}, {‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}]
The required sort order : [{‘Gfg’: [2, 0, 3], ‘is’: 11, ‘best’: 19}, {‘Gfg’: [4, 6, 9], ‘is’: 16, ‘best’: 1}, {‘Gfg’: [6, 7, 9], ‘is’: 9, ‘best’: 10}]
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