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How can I reduce the running time of my code? Here is my original code: def cardinalitySort(nums): c_list=[] #Create another list for storing cardinality count=0

image text in transcribedHow can I reduce the running time of my code? Here is my original code:

def cardinalitySort(nums):

c_list=[] #Create another list for storing cardinality

count=0 #Initialize count =0

n=len(nums)

# Finding cardinality and store in c_list

for num in nums:

count=0

while num!=0:

if num%2==1:

count=count+1

num=int(num/2)

c_list.append(count)

# Sorting based on cardinality

for j in range(len(c_list)):

for k in range(j+1,len(c_list)):

if c_list[j]>c_list[k]:

nums[j],nums[k]=nums[k],nums[j]

c_list[j],c_list[k]=c_list[k],c_list[j]

# Return sorted num list

return nums

# Read number of elements in the list

nums=[] #Create a list nums.

n=len(nums)

# Read elements in to the list

for i in range(0,n):

x=int(n)

nums.append(x)

result=[] #Create another list result

# Call cardinality sort function.

# Return list into result

result=cardinalitySort(nums)

# Display result

print(result)

1. Cardinality Sorting The binary cardinality of a number is the total number of 1 's it contains in its binary representation. For example, the decimal integer 2010 corresponds to the binary number 101002. There are 21 's in the binary representation so its binary cardinality is 2. Given an array of decimal integers, sort it ascending first by binary cardinality, then by decimal value. Return the resulting array. Example n=4 nums =[1,2,3,4] - 11012, so 1 's binary cardinality is 1 . - 210102, so 2 's binary cardinality is 1 . - 310112, so 3 's binary cardinality is 2 . - 4101002, so 4 's binary cardinality is 1 . The sorted elements with binary cardinality of 1 are [1,2,4]. The array to return is [1,2,4,3]. Function Description

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