Hello Programmers, In this post, you will know how to solve the HackerRank The Grid Search Solution. This problem is a part of the HackerRank Algorithms Series.HackerRank The Grid Search SolutionOne more thing to add, don’t directly look for the solutions, first try to solve the problems of Hackerrank by yourself. If you find any difficulty after trying several times, then you can look for solutions.HackerRank The Grid Search SolutionTaskGiven an array of strings of digits, try to find the occurrence of a given pattern of digits. In the grid and pattern arrays, each string represents a row in the grid. For example, consider the following grid:1234567890 0987654321 1111111111 1111111111 2222222222 The pattern array is:876543 111111 111111 The pattern begins at the second row and the third column of the grid and continues in the following two rows. The pattern is said to be present in the grid. The return value should be YES or NO, depending on whether the pattern is found. In this case, return YES.Function DescriptionComplete the gridSearch function in the editor below. It should return YES if the pattern exists in the grid, or NO otherwise.gridSearch has the following parameter(s):string G[R]: the grid to searchstring P[r]: the pattern to search forInput FormatThe first line contains an integer t, the number of test cases.Each of the t test cases is represented as follows:The first line contains two space–separated integers R and C, the number of rows in the search grid G and the length of each row string.This is followed by R lines, each with a string of C digits that represent the grid G.The following line contains two space-separated integers, r and c, the number of rows in the pattern grid P and the length of each pattern row string.This is followed by r lines, each with a string of c digits that represent the pattern grid P.Returnsstring: either YES or NOConstraints1 <= t <= 51 <= R, r, C, c <= 10001 <= r <= R1 <= c <= CSample Input210 1072834558646731158619898824264338305893242229505813563384537464735302937053106601083428295646079241373 495053845353015 154004535921265601142131330986924743860828796485223569511891698871094504874962528026333887825027714849667480759752076937805117997895628064040074542725045490438099160809624108095348114458935237334757687053032141746506292708871602 29999Sample OutputYESNOExplanationThe first test in the input file is:10 1072834558646731158619898824264338305893242229505813563384537464735302937053106601083428295646079241373 4950538453530The pattern is present in the larger grid as marked in bold below.7283455864 6731158619 8988242643 3830589324 2229505813 5633845374 6473530293 7053106601 0834282956 4607924137 The second test in the input file is:15 15 400453592126560 114213133098692 474386082879648 522356951189169 887109450487496 252802633388782 502771484966748 075975207693780 511799789562806 404007454272504 549043809916080 962410809534811 445893523733475 768705303214174 650629270887160 2 2 99 99 The search pattern is:99 99 This pattern is not found in the larger grid.HackerRank The Grid Search SolutionThe Grid Search Solution in C#include <stdio.h> #include <string.h> #include <math.h> #include <stdlib.h> static void print_grid(char **grid, int R, int C) { for (int i = 1; i <= R; ++i) { fprintf(stderr, "%s\n", grid[i]); } } static char **get_grid(int R, int C) { char **grid = malloc((R+1)*sizeof(*grid)); for (int i = 1; i <= R; ++i) { grid[i] = malloc((C+2)*sizeof(*grid[i])); scanf("%s", grid[i]); } return grid; } static void free_grid(char **grid, int R, int C) { for (int i = 1; i <= R; ++i) { free(grid[i]); } free(grid); } int main() { int num_tests = 0; scanf("%d", &num_tests); for (int i = 0; i < num_tests; ++i) { int R, C; scanf("%d %d", &R, &C); char **grid = get_grid(R, C); //print_grid(grid, R, C); int r, c; scanf("%d %d", &r, &c); char **pattern = get_grid(r, c); //print_grid(pattern, r, c); int found = 0; for (int i = 1; i <= R-r+1; ++i) { for (int j = 0; j <= C-c; ++j) { found = 1; int abort = 0; for (int a = 0; a < r; ++a) { if (abort) break; for (int b = 0; b < c; ++b) { if (grid[i+a][j+b] != pattern[a+1][b]) { abort = 1; found = 0; break; } } } if (found) break; } if (found) break; } printf("%s\n", found ? "YES" : "NO"); free_grid(grid, R, C); free_grid(pattern, r, c); } return 0; }The Grid Search Solution in Cpp#include <iostream> #include <cstdio> #include <cstring> #include <algorithm> #include <map> using namespace std; typedef unsigned int LL; struct MatHash { typedef unsigned int LL; #define MAXN 1001 #define MAXM 1001 #define TIME 2 static LL P[TIME], Q[TIME], MOD[TIME]; static LL powerP[TIME][MAXN], powerQ[TIME][MAXM]; int n, m; int mat[MAXN][MAXM]; LL h[TIME][MAXN][MAXM];//???hash? static void init(int id) { powerP[id][0] = 1; for (int i = 1; i < MAXN; i++) { powerP[id][i] = (powerP[id][i - 1] * P[id]); } powerQ[id][0] = 1; for (int i = 1; i < MAXM; i++) { powerQ[id][i] = (powerQ[id][i - 1] * Q[id]); } } void inithash(int id) { for (int i = 0; i < n; i++) { for (int j = 0; j < m; j++) { h[id][i][j] = (mat[i][j] + 3) * powerP[id][n - 1 - i] * powerQ[id][m - 1 - j]; if (i) h[id][i][j] = (h[id][i][j] + h[id][i - 1][j]); if (j) h[id][i][j] = (h[id][i][j] + h[id][i][j - 1]); if (i && j) h[id][i][j] = (h[id][i][j] - h[id][i - 1][j - 1]); } } } LL gethash(int x1, int y1, int x2, int y2, int id) { LL ret = h[id][x2][y2]; if (x1) ret = (ret - h[id][x1 - 1][y2]); if (y1) ret = (ret - h[id][x2][y1 - 1]); if (x1 && y1) ret = (ret + h[id][x1 - 1][y1 - 1]); ret = (ret * powerP[id][x1]); ret = (ret * powerQ[id][y1]); return ret; } LL resize(int x1, int y1, int x2, int y2, int id, int _n, int _m) { LL ret = gethash(x1, y1, x2, y2, id); ret = ret * powerP[id][_n - n] * powerQ[id][_m - m]; return ret; } void input() { for (int i = 0; i < n; i++) { getchar(); for (int j = 0; j < m; j++) { mat[i][j] = getchar() - '0'; } } } }A, B; LL MatHash::P[TIME], MatHash::Q[TIME], MatHash::MOD[TIME]; LL MatHash::powerP[TIME][MAXN], MatHash::powerQ[TIME][MAXM]; int main() { MatHash::P[0] = 393241, MatHash::Q[0] = 784633, MatHash::MOD[0] = 805306457; MatHash::P[1] = 784633, MatHash::Q[1] = 111117, MatHash::MOD[1] = 402653189; for (int i = 0; i < TIME; i++) { MatHash::init(i); } int cases; scanf("%d", &cases); for (int T = 0; T < cases; T++) { scanf("%d %d", &A.n, &A.m); A.input(); for (int i = 0; i < TIME; i++) { A.inithash(i); } scanf("%d %d", &B.n, &B.m); B.input(); for (int i = 0; i < TIME; i++) { B.inithash(i); } bool yes = false; for (int id = 0; id < TIME; id++) { B.inithash(id); LL val = B.resize(0, 0, B.n - 1, B.m - 1, id, A.n, A.m); for (int i = B.n - 1; i < A.n; i++) { for (int j = B.m - 1; j < A.m; j++) { if (A.gethash(i - B.n + 1, j - B.m + 1, i, j, id) == val) { yes = true; break; } } if (yes) break; } } puts(yes ? "YES" : "NO"); } }The Grid Search Solution in Javaimport java.util.*; public class Solution { public static void main(String[] args) { Scanner cin = new Scanner(System.in); int T = cin.nextInt(); for (int set = 0; set < T; set++) { int R = cin.nextInt(); int C = cin.nextInt(); cin.nextLine(); //Skip end-of-line character to get to the grid String[] grid = new String[R]; for (int i = 0; i < R; i++) grid[i] = cin.nextLine(); int r = cin.nextInt(); int c = cin.nextInt(); cin.nextLine(); String[] subgrid = new String[r]; for (int i = 0; i < r; i++) subgrid[i] = cin.nextLine(); boolean found = false; for (int i = 0; !found && i < R-r + 1; i++) { //iterates over "top rows" for the subgrid. for (int j = 0; !found && j < C-c + 1; j++) { //iterates over "left-cols" for the subgrid. // System.err.println("Now checking "+ grid[i].substring(j, j+c)); if (subgrid[0].equals(grid[i].substring(j, j+c))) { //We've found a first row! so, let's check all the rows below System.err.println("We found a substring at row=" + i + ", col=" + j); found = true; for (int k = i+1; found && k < r + i; k++) { System.err.println(" The substring = " + grid[k].substring(j, j+c)); found &= subgrid[k-i].equals(grid[k].substring(j, j+c)); } } } } System.out.println(found ? "YES" : "NO"); } } }The Grid Search Solution in Pythondef find_all(string, substring): index = [] L = len(string) l = len(substring) for i in xrange(L-l+1): if string[i:i+l] == substring: index.append(i) return index def find_pattern(grid, pattern): R, C = len(grid), len(grid[0]) r, c = len(pattern), len(pattern[0]) for i in xrange(R-r+1): indeces = find_all(grid[i], pattern[0]) if indeces: for idx in indeces: for j in xrange(i+1, i+r): if pattern[j-i] != grid[j][idx:idx+c]: break else: print 'YES' return print 'NO' return def main(): T = input() for i in xrange(T): R, C = map(int, raw_input().strip().split()) N = R * C grid = [] for k in xrange(R): grid.append(raw_input().strip()) r, c = map(int, raw_input().strip().split()) pattern = [] for k in xrange(r): pattern.append(raw_input().strip()) find_pattern(grid, pattern) if __name__ == '__main__': main()The Grid Search Solution using JavaScriptfunction cint (str) { return parseInt(str); } function processData(input) { var cases = [], lines = input.trim().split('\n'), lineNo = 1, dims, haystack, needle; for (var i = 0; i < parseInt(lines[0]); i++) { dims = lines[lineNo++].split(' ').map(cint); haystack = []; needle = []; for (var j = 0; j < dims[0]; j++) { haystack.push(lines[lineNo++].split('').map(cint)); } dims = lines[lineNo++].split(' ').map(cint); for (var j = 0; j < dims[0]; j++) { needle.push(lines[lineNo++].split('').map(cint)); } cases.push({haystack: haystack, needle: needle}); } process.stdout.write(cases.map(processCase).join('\n')); } function processCase(c) { var jumpAmt = { 0: [1, 1], 1: [1, 1], 2: [1, 1], 3: [1, 1], 4: [1, 1], 5: [1, 1], 6: [1, 1], 7: [1, 1], 8: [1, 1], 9: [1, 1]}, H = c.haystack.length, W = c.haystack[0].length, h = c.needle.length, w = c.needle[0].length, searchElem = c.needle[h - 1][w - 1], minVertJump, jump, i, j, k, l, m, n; for (i = 0; i < h; i++) { for (j = 0; j < w; j++) { jump = jumpAmt[c.needle[i][j]]; jumpAmt[c.needle[i][j]] = [Math.min(jump[0], h - i), Math.min(jump[1], w - j)]; } } for (i = H - 1; i >= h - 1; i -= minVertJump) { minVertJump = 1; cell: for (j = W - 1; j >= w - 1; j -= jump[1]) { if (c.haystack[i][j] === searchElem) { for (k = 0, m = i - h + 1; m <= i; k++, m++) { for (l = 0, n = j - w + 1; n <= j; l++, n++) { // console.dir({i: i, j: j, k: k, l: l, m: m, n: n}); if (c.haystack[m][n] !== c.needle[k][l]) { continue cell; } } } return 'YES'; } jump = jumpAmt[c.haystack[i][j]]; minVertJump = Math.min(minVertJump, jump[0]); } } return 'NO'; } process.stdin.resume(); process.stdin.setEncoding("ascii"); _input = ""; process.stdin.on("data", function (input) { _input += input; }); process.stdin.on("end", function () { processData(_input); });The Grid Search Solution in Scalaobject Solution { def main(args: Array[String]) { val t = readInt() for (_ <- 0 until t) { val Array(r, c) = readLine().split(" ").map(_.toInt) val big = (0 until r).map(_ => readLine()) val Array(rr, cc) = readLine().split(" ").map(_.toInt) val small = (0 until rr).map(_ => readLine()) val isOk = (0 to r - rr).exists(i => { val j = big(i).indexOf(small(0)) if (j < 0) { false } else { val end = j + cc (1 until rr).forall(k => big(i + k).substring(j, end) == small(k)) } }) println(if (isOk) "YES" else "NO") } } }The Grid Search Solution in Pascalvar t, rr, cc, r, c: word; p, s: array [1..1000, 1..1000] of char; i, j, i0, j0: word; ok, br: boolean; begin readln(t); while (t>0) do begin readln(rr, cc); for i:= 1 to rr do begin for j:= 1 to cc do begin read(p[i, j]); end; readln; end; readln(r, c); for i:= 1 to r do begin for j:= 1 to c do begin read(s[i, j]); end; readln; end; ok:= false; for i0:= 1 to rr-r+1 do begin for j0:= 1 to cc-c+1 do begin br:= false; for i:= 1 to r do begin for j:= 1 to c do begin if s[i, j]<>p[i0+i-1,j0+j-1] then begin br:= true; break; end; end; if br then break; end; if not br then begin ok:= true; break; end; end; if ok then break; end; if ok then writeln('YES') else writeln('NO'); dec(t); end; end.Disclaimer: This problem (The Grid Search) is generated by HackerRank but the Solution is Provided by BrokenProgrammers. This tutorial is only for Educational and Learning purposes.Next: HackerRank Encryption Solution Post navigationHackerRank Jumping on the Clouds Solution HackerRank Encryption Solution