def naive(string): z = [0 for _ in string] z[0] = len(string) for i in range(1, len(string)): for j in range(0, len(string)): if i+j == len(string) or string[i+j] != string[j]: z[i] = j break return z def naive2(string): z = [0 for _ in string] z[0] = len(string) for i in range(1, len(string)): z[i] = compare(string, i, len(string)) return z def compare(string, i, end): for j in range(end): if i+j == end or string[i+j] != string[j]: return j def gusfield(string): z = [0 for _ in string] z[0] = len(string) r = 0 l = 0 for i in range(1, len(string)): if i == 1: # base case z[1] = compare(string, i, len(string)) if z[1] > 0: r = z[1] + 1 l = 1 elif i > r: # Case 1 z[i] = compare(string, i, len(string)) if z[i] > 0: q = i + z[i] r = q - 1 l = i elif i <= r: # Case 2 if z[i-l] < r-i: # 2a print(f"{i} is a case 2a") z[i] = z[i-l] else: # 2b print(f"{i} is a case 2b") q = compare(string, i, len(string)) z[i] = q r = q l = i print(f"{l=}, {r=}") return z def main(): string = "ababacababa" print(naive2(string)) print("="*15) print(gusfield(string)) if __name__ == '__main__': main()