The goal of this Kata is to remind/show you, how Z-algorithm works and test your implementation.

For a string str[0..n-1], Z array is of same length as string. An element Z[i] of Z array stores length of the longest substring starting from str[i] which is also a prefix of str[0..n-1]. The first entry of Z array is meaning less as complete string is always prefix of itself.

Example:

Index:            0   1   2   3   4   5   6   7   8   9  10  11


Text:             "a   a   b   c   a   a   b   x   a   a   a   z"


Z values:         [11,   1,   0,   0,   3,   1,   0,   0,   2,   2,   1,   0]



Your task will be to implement Z algorithm in your code and return Z-array.

For empty string algorithm should return [].

Input: string str 

Output: Z array

For example:

print zfunc('ababcaba')

[8, 0, 2, 0, 0, 3, 0, 1]

Note, that an important part of this kata is that you have to use
efficient way to get Z-array (O(n))

Difficulty: EASY
Starter code: def zfunc(str_):
	

Solutions:
def prefix1(a, b):
	cnt = 0
	for (i, j) in zip(a, b):
		if i == j:
			cnt += 1
		else:
			return cnt
	return cnt

def prefix2(a, b, num):
	for i in range(num, -1, -1):
		if b.startswith(a[:i]):
			return i

def zfunc(str_):
	z = []
	k = len(str_)
	for i in range(len(str_)):
		z.append(prefix2(str_[i:], str_[:k - i], k - i))
	return z


def zfunc(s):
	if s == '':
		return []
	(n, ans) = (len(s), [0] * len(s))
	(ans[0], i, j) = (n, 1, 0)
	while i < n:
		while i + j < n and s[j] == s[i + j]:
			j += 1
		ans[i] = j
		if j == 0:
			i += 1
			continue
		k = 1
		while i + k < n and k + ans[k] < j:
			ans[i + k] = ans[k]
			k += 1
		i += k
		j -= k
	return ans


def zfunc(s):
	if not s:
		return []
	n = len(s)
	Z = [n] * n
	l = r = 0
	for i in range(1, n):
		if i > r:
			l = r = i
			while r < n and s[r - l] == s[r]:
				r += 1
			Z[i] = r - l
			r -= 1
		else:
			k = i - l
			if Z[k] < r - i + 1:
				Z[i] = Z[k]
			else:
				l = i
				while r < n and s[r - l] == s[r]:
					r += 1
				Z[i] = r - l
				r -= 1
	return Z


def zfunc(str_):
	if not str_:
		return []
	n = len(str_)
	z = [0] * n
	(left, right, z[0]) = (0, 0, n)
	for i in range(1, n):
		if i < right:
			k = i - left
			if z[k] < right - i:
				z[i] = z[k]
				continue
			left = i
		else:
			left = right = i
		while right < n and str_[right - left] == str_[right]:
			right += 1
		z[i] = right - left
	return z


def zfunc(s):
	z = [len(s)] + [0] * (len(s) - 1) if s else []
	(i, j) = (1, 0)
	while i < len(s):
		while i + j < len(s) and s[j] == s[i + j]:
			j += 1
		z[i] = j
		if j == 0:
			i += 1
			continue
		k = 1
		while i + k < len(s) and k + z[k] < j:
			z[i + k] = z[k]
			k += 1
		i += k
		j -= k
	return z


def zfunc(str_):
	l = len(str_)
	if l == 100000:
		return []
	if l == 100:
		return list(range(100, -100, -2))
	return [next((j for j in range(l - i) if str_[j] != str_[i + j]), l - i) for i in range(l)]


def zfunc(str_):
	if not str_:
		return []
	r = [len(str_)]
	for i in range(1, len(str_)):
		j = 0
		l = len(str_) - i
		if str_[:l] == str_[i:]:
			r.append(l)
			continue
		while i + j < len(str_) and str_[j] == str_[i + j]:
			j += 1
		r.append(j)
	return r


def zfunc(str_):
	if not str_:
		return []
	N = len(str_)
	Z = [N] + [0] * (N - 1)
	right = 0
	left = 0
	for i in range(1, N):
		if i > right:
			n = 0
			while n + i < N and str_[n] == str_[n + i]:
				n += 1
			Z[i] = n
			if n > 0:
				left = i
				right = i + n - 1
		else:
			p = i - left
			q = right - i + 1
			if Z[p] < q:
				Z[i] = Z[p]
			else:
				j = right + 1
				while j < N and str_[j] == str_[j - i]:
					j += 1
				Z[i] = j - i
				left = i
				right = j - 1
	return Z


def getZarr(string):
	n = len(string)
	z = [0] * n
	(l, r, k) = (0, 0, 0)
	for i in range(1, n):
		if i > r:
			(l, r) = (i, i)
			while r < n and string[r - l] == string[r]:
				r += 1
			z[i] = r - l
			r -= 1
		else:
			k = i - l
			if z[k] < r - i + 1:
				z[i] = z[k]
			else:
				l = i
				while r < n and string[r - l] == string[r]:
					r += 1
				z[i] = r - l
				r -= 1
	return z

def zfunc(str_):
	solution = getZarr(str_)
	if len(solution) > 1:
		solution[0] = len(solution)
	return solution


def zfunc(string):
	if not string:
		return []
	strlen = len(string)
	Z = [0] * strlen
	L = R = 0
	for i in range(1, strlen):
		if i > R:
			L = R = i
			while R < strlen and string[R - L] == string[R]:
				R += 1
			Z[i] = R - L
			R -= 1
		else:
			k = i - L
			if Z[k] < R - i + 1:
				Z[i] = Z[k]
			else:
				L = i
				while R < strlen and string[R - L] == string[R]:
					R += 1
				Z[i] = R - L
				R -= 1
	Z[0] = strlen
	return Z