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| 1 | +# Created by susmith98 |
| 2 | + |
| 3 | +from collections import Counter |
| 4 | +from timeit import timeit |
| 5 | + |
| 6 | +# Problem Description: |
| 7 | +# Check if characters of the given string can be rearranged to form a palindrome. |
| 8 | +# Counter is faster for long strings and non-Counter is faster for short strings. |
| 9 | + |
| 10 | + |
| 11 | +def can_string_be_rearranged_as_palindrome_counter(input_str: str = "",) -> bool: |
| 12 | + """ |
| 13 | + A Palindrome is a String that reads the same forward as it does backwards. |
| 14 | + Examples of Palindromes mom, dad, malayalam |
| 15 | + >>> can_string_be_rearranged_as_palindrome_counter("Momo") |
| 16 | + True |
| 17 | + >>> can_string_be_rearranged_as_palindrome_counter("Mother") |
| 18 | + False |
| 19 | + >>> can_string_be_rearranged_as_palindrome_counter("Father") |
| 20 | + False |
| 21 | + >>> can_string_be_rearranged_as_palindrome_counter("A man a plan a canal Panama") |
| 22 | + True |
| 23 | + """ |
| 24 | + return sum(c % 2 for c in Counter(input_str.replace(" ", "").lower()).values()) < 2 |
| 25 | + |
| 26 | + |
| 27 | +def can_string_be_rearranged_as_palindrome(input_str: str = "") -> bool: |
| 28 | + """ |
| 29 | + A Palindrome is a String that reads the same forward as it does backwards. |
| 30 | + Examples of Palindromes mom, dad, malayalam |
| 31 | + >>> can_string_be_rearranged_as_palindrome("Momo") |
| 32 | + True |
| 33 | + >>> can_string_be_rearranged_as_palindrome("Mother") |
| 34 | + False |
| 35 | + >>> can_string_be_rearranged_as_palindrome("Father") |
| 36 | + False |
| 37 | + >>> can_string_be_rearranged_as_palindrome_counter("A man a plan a canal Panama") |
| 38 | + True |
| 39 | + """ |
| 40 | + if len(input_str) == 0: |
| 41 | + return True |
| 42 | + lower_case_input_str = input_str.replace(" ", "").lower() |
| 43 | + # character_freq_dict: Stores the frequency of every character in the input string |
| 44 | + character_freq_dict = {} |
| 45 | + |
| 46 | + for character in lower_case_input_str: |
| 47 | + character_freq_dict[character] = character_freq_dict.get(character, 0) + 1 |
| 48 | + """ |
| 49 | + Above line of code is equivalent to: |
| 50 | + 1) Getting the frequency of current character till previous index |
| 51 | + >>> character_freq = character_freq_dict.get(character, 0) |
| 52 | + 2) Incrementing the frequency of current character by 1 |
| 53 | + >>> character_freq = character_freq + 1 |
| 54 | + 3) Updating the frequency of current character |
| 55 | + >>> character_freq_dict[character] = character_freq |
| 56 | + """ |
| 57 | + """ |
| 58 | + OBSERVATIONS: |
| 59 | + Even length palindrome |
| 60 | + -> Every character appears even no.of times. |
| 61 | + Odd length palindrome |
| 62 | + -> Every character appears even no.of times except for one character. |
| 63 | + LOGIC: |
| 64 | + Step 1: We'll count number of characters that appear odd number of times i.e oddChar |
| 65 | + Step 2:If we find more than 1 character that appears odd number of times, |
| 66 | + It is not possible to rearrange as a palindrome |
| 67 | + """ |
| 68 | + oddChar = 0 |
| 69 | + |
| 70 | + for character_count in character_freq_dict.values(): |
| 71 | + if character_count % 2: |
| 72 | + oddChar += 1 |
| 73 | + if oddChar > 1: |
| 74 | + return False |
| 75 | + return True |
| 76 | + |
| 77 | + |
| 78 | +def benchmark(input_str: str = "") -> None: |
| 79 | + """ |
| 80 | + Benchmark code for comparing above 2 functions |
| 81 | + """ |
| 82 | + print("\nFor string = ", input_str, ":") |
| 83 | + print( |
| 84 | + "> can_string_be_rearranged_as_palindrome_counter()", |
| 85 | + "\tans =", |
| 86 | + can_string_be_rearranged_as_palindrome_counter(input_str), |
| 87 | + "\ttime =", |
| 88 | + timeit( |
| 89 | + "z.can_string_be_rearranged_as_palindrome_counter(z.check_str)", |
| 90 | + setup="import __main__ as z", |
| 91 | + ), |
| 92 | + "seconds", |
| 93 | + ) |
| 94 | + print( |
| 95 | + "> can_string_be_rearranged_as_palindrome()", |
| 96 | + "\tans =", |
| 97 | + can_string_be_rearranged_as_palindrome(input_str), |
| 98 | + "\ttime =", |
| 99 | + timeit( |
| 100 | + "z.can_string_be_rearranged_as_palindrome(z.check_str)", |
| 101 | + setup="import __main__ as z", |
| 102 | + ), |
| 103 | + "seconds", |
| 104 | + ) |
| 105 | + |
| 106 | + |
| 107 | +if __name__ == "__main__": |
| 108 | + check_str = input( |
| 109 | + "Enter string to determine if it can be rearranged as a palindrome or not: " |
| 110 | + ).strip() |
| 111 | + benchmark(check_str) |
| 112 | + status = can_string_be_rearranged_as_palindrome_counter(check_str) |
| 113 | + print(f"{check_str} can {'' if status else 'not '}be rearranged as a palindrome") |
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