Please note, this is a STATIC archive of website www.w3resource.com from 19 Jul 2022, cach3.com does not collect or store any user information, there is no "phishing" involved.
w3resource

Python: Groups the elements of a given list based on the given function

Python dictionary: Exercise-69 with Solution

Write a Python program to group the elements of a given list based on the given function.

  • Use collections.defaultdict to initialize a dictionary.
  • Use fn in combination with a for loop and dict.append() to populate the dictionary.
  • Use dict() to convert it to a regular dictionary.

Sample Solution:

Python Code:

from collections import defaultdict
from math import floor
def test(lst, fn):
  d = defaultdict(list)
  for el in lst:
    d[fn(el)].append(el)
  return dict(d)
nums = [7,23, 3.2, 3.3, 8.4]
print("Original list & function:")
print(nums," Function name: floor:")
print("Group the elements of the said list based on the given function:")
print(test(nums, floor))
print("\n")
print("Original list & function:")
colors = ['Red', 'Green', 'Black', 'White', 'Pink']
print(colors," Function name: len:")
print("Group the elements of the said list based on the given function:")
print(test(colors, len))

Sample Output:

Original list & function:
[7, 23, 3.2, 3.3, 8.4]  Function name: floor:
Group the elements of the said list based on the given function:
{7: [7], 23: [23], 3: [3.2, 3.3], 8: [8.4]}


Original list & function:
['Red', 'Green', 'Black', 'White', 'Pink']  Function name: len:
Group the elements of the said list based on the given function:
{3: ['Red'], 5: ['Green', 'Black', 'White'], 4: ['Pink']}

Flowchart:

Flowchart: Groups the elements of a given list based on the given function.

Visualize Python code execution:

The following tool visualize what the computer is doing step-by-step as it executes the said program:


Python Code Editor:

Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Python program to combines two or more dictionaries, creating a list of values for each key.
Next: Write a Python program to map the values of a given list to a dictionary using a function, where the key-value pairs consist of the original value as the key and the result of the function as the value.

What is the difficulty level of this exercise?

Test your Programming skills with w3resource's quiz.



Python: Tips of the Day

Find current directory and file's directory:

To get the full path to the directory a Python file is contained in, write this in that file:

import os 
dir_path = os.path.dirname(os.path.realpath(__file__))

(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)

To get the current working directory use

import os
cwd = os.getcwd()

Documentation references for the modules, constants and functions used above:

  • The os and os.path modules.
  • The __file__ constant
  • os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
  • os.path.dirname(path) (returns "the directory name of pathname path")
  • os.getcwd() (returns "a string representing the current working directory")
  • os.chdir(path) ("change the current working directory to path")

Ref: https://bit.ly/3fy0R6m