Python: Decode a run-length encoded given list

Last update on February 21 2025 11:31:15 (UTC/GMT +8 hours)

Decode Run-Length Encoded List

Run-length encoding (RLE) is a form of lossless data compression in which runs of data (sequences in which the same data value occurs in many consecutive data elements) are stored as a single data value and count, rather than as the original run.

Write a Python program to decode a run-length message.

Sample Solution:

Python Code:

# Define a function 'decode' that takes a list 'alist' as input
def decode(alist):
    # Define a nested function 'aux' that processes individual elements or sublists
    def aux(g):
        # Check if the element 'g' is a list
        if isinstance(g, list):
            # If it is a list, return a tuple with the element at index 1 and a range of length 'g[0]'
            return [(g[1], range(g[0]))]
        else:
            # If 'g' is not a list, return a tuple with 'g' and a range of length 1
            return [(g, [0])]
    
    # Use list comprehensions to decode the run-length encoded 'alist'
    return [x for g in alist for x, R in aux(g) for i in R]

# Create a list 'n_list' containing a run-length encoded representation
n_list = [[2, 1], 2, 3, [2, 4], 5, 1]

# Print a message indicating the original encoded list
print("Original encoded list:")
# Print the original encoded list
print(n_list)

# Print a message indicating the decoded list from the run-length encoded input
print("\nDecode a run-length encoded said list:")
# Call the 'decode' function with 'n_list' and print the result
print(decode(n_list)) 

Sample Output:

Original encoded list:
[[2, 1], 2, 3, [2, 4], 5, 1]

Decode a run-length encoded said list:
[1, 1, 2, 3, 4, 4, 5, 1]

Flowchart:

For more Practice: Solve these Related Problems:

• Write a Python program to decode a modified run-length encoded list.
• Write a Python program to decode a run-length encoded string and reconstruct the original sequence.
• Write a Python program to handle decoding of nested run-length encoded structures.
• Write a Python program to decode a run-length encoded list while skipping odd occurrences.

Python Code Editor:

Previous: Write a Python program to create a list reflecting the run-length encoding from a given list of integers or a given list of characters.
Next: Write a Python program to split a given list into two parts where the length of the first part of the list is given.