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@jakab922
Last active May 1, 2020 13:22
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Finding the smallest lower/upper balanced substring in a string consisting of a-z A-Z in linear time
def check(substr):
lower = [False for i in range(26)]
upper = [False for i in range(26)]
for c in substr:
o = ord(c)
if o > 90:
lower[o - 97] = True
else:
upper[o - 65] = True
for i in range(26):
if lower[i] != upper[i]:
return False
return True
s = input().strip()
n = len(s)
best = n + 1
for i in range(n):
for j in range(i, n):
if check(s[i:(j + 1)]):
if j - i + 1 < best:
best = j - i + 1
if best == n + 1:
print(-1)
else:
print(best)
from random import choice, randint
asize = 10
assert asize <= 26, "There are only 26 letters in the English alphabet"
lower = [chr(i) for i in range(97, 97 + asize)]
upper = [chr(i) for i in range(65, 65 + asize)]
def check(substr):
lower = [False for i in range(26)]
upper = [False for i in range(26)]
for c in substr:
o = ord(c)
if o > 90:
lower[o - 97] = True
else:
upper[o - 65] = True
for i in range(26):
if lower[i] != upper[i]:
return False
return True
n = 5000
min_length = 100
assert min_length < n, f"The minimal length({min_length}) should be smaller than n({n})"
letters = []
for _ in range(n):
if randint(0, 1) == 0:
letters.append(choice(lower))
else:
letters.append(choice(upper))
good = False
for l in range(1, min(min_length, len(letters)) + 1):
if check(letters[-l:]):
good = True
break
while good:
if randint(0, 1) == 0:
letters[-1] = choice(lower)
else:
letters[-1] = choice(upper)
good = False
for l in range(1, min(min_length, len(letters)) + 1):
if check(letters[-l:]):
good = True
break
print("".join(letters[1:]))
#include <bits/stdc++.h>
using namespace std;
using ll = long long;
using ull = unsigned long long;
#define FOR(i, j, k, in) for (int i = j; i < k; i += in)
#define RFOR(i, j, k, in) for (int i = j; i >= k; i -= in)
#define REP(i, j) FOR(i, 0, j, 1)
#define RREP(i, j) RFOR(i, j, 0, 1)
constexpr int ASIZE = 26;
int get_pair(int x) {
if (x < ASIZE)
return x + ASIZE;
else
return x - ASIZE;
}
void update(vector<vector<int>> &last, int index, int value) {
REP(i, 2 * ASIZE) {
if (value == i) {
last[index][i] = index;
} else {
if (index == 0)
last[index][i] = -1;
else {
last[index][i] = last[index - 1][i];
}
}
}
}
void diff_update(const vector<vector<int>> &last, vector<bool> &need, vector<bool> &have, int low, int high) {
REP(i, 2 * ASIZE) {
if (last[high][i] != last[low][i]) {
need[i] = true;
have[i] = true;
need[get_pair(i)] = true;
}
}
}
int rec_solve(const vector<vector<int>> &last, vector<bool> &need, vector<bool> &have, int index) {
bool good = true;
REP(i, 2 * ASIZE) {
if (need[i] != have[i]) {
good = false;
break;
}
}
if (good) return index;
REP(i, 2 * ASIZE) {
if (have[i] != need[i]) {
if (last[index][i] == -1) return INT_MAX;
int new_index = last[index][i];
have[i] = true;
diff_update(last, need, have, new_index, index);
return rec_solve(last, need, have, new_index);
}
}
return INT_MAX; // For the compiler warning. We should never get here
}
int main() {
string s;
cin >> s;
int n = s.size();
vector<int> vs(n);
REP(i, n) {
if (s[i] > 'Z')
vs[i] = (int)(s[i] - 97 + ASIZE);
else
vs[i] = vs[i] = (int)(s[i] - 65);
}
vector<vector<int>> last(n, vector<int>(2 * ASIZE));
update(last, 0, vs[0]);
int best = INT_MAX;
FOR(i, 1, n, 1) {
vector<bool> have(2 * ASIZE, false), need(2 * ASIZE, false);
have[vs[i]] = true;
need[vs[i]] = true;
need[get_pair(vs[i])] = true;
update(last, i, vs[i]);
int res = rec_solve(last, need, have, i);
if (res != INT_MAX) best = min(best, i - res + 1);
}
if (best == INT_MAX)
cout << -1 << endl;
else
cout << best << endl;
return 0;
}
@jakab922
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jakab922 commented Apr 30, 2020

One can test that this works with the following command:

while [ $? -eq 0 ]                                                                                                                                                                                    master 
do
python gen.py > random_input; time ./sol < random_input > log; python brute.py < random_input > log2; diff log log2
done

@jakab922
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The generator is garbage. I need a better one.

@jakab922
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jakab922 commented May 1, 2020

I've updated the test generator. Now it has better outputs. Before we had an ((asize - 1)/asize) ^ (n - 1) chance to have a length 2 good set. The new generator produces interesting inputs for short(say <100) inputs. It's an interesting problem in itself to write a test generator where the shortest good substring of the generated string is k.

@jakab922
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jakab922 commented May 1, 2020

Now one can force a minimal good substring length with the generator by changing the min_length parameter. It works sometimes produces strings where there is no solution. Also it's really slow.

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