Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[-1] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    move2 = [
        [-2, -2], [-2, -1], [-2, 0], [-2, 1], [-2, 2], [-1, -2], [-1, -1],
        [-1, 1], [-1, 2], [0, -2], [0, 2], [1, -2], [1, -1], [1, 1],
        [1, 2], [2, -2], [2, -1], [2, 0], [2, 1], [2, 2]
    ]
    wark = collections.deque([[Ch - 1, Cw - 1]])
    warp = collections.deque([])

    visited[Ch - 1][Cw - 1] = 0
    while wark:
        h, w = wark.popleft()
        warp.append((h, w))
        for mh, mw in move:
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                visited[ch][cw] = visited[h][w]
                wark.append([ch, cw])
        if len(wark) == 0:
            while warp:
                h, w = warp.popleft()
                for wh, ww in move2:  # 移動B: ワープ魔法
                    ch, cw = h + wh, w + ww
                    if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                        visited[ch][cw] = visited[h][w] + 1
                        wark.append([ch, cw])

    ret = visited[Dh - 1][Dw - 1]
    print(ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[-1] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    wark = collections.deque([[Ch - 1, Cw - 1]])
    warp = collections.deque([])

    visited[Ch - 1][Cw - 1] = 0
    while wark:
        h, w = wark.popleft()
        warp.append((h, w))
        for mh, mw in move:
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                visited[ch][cw] = visited[h][w]
                wark.append([ch, cw])
        if len(wark) == 0:
            while warp:
                h, w = warp.popleft()
                for wh in range(-2, 3):  # 移動B: ワープ魔法
                    for ww in range(-2, 3):
                        ch, cw = h + wh, w + ww
                        if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                            visited[ch][cw] = visited[h][w] + 1
                            wark.append([ch, cw])

    ret = visited[Dh - 1][Dw - 1]
    print(ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[-1] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    wark = collections.deque()
    warp = collections.deque()

    wark.appendleft((Ch - 1, Cw - 1))
    visited[Ch - 1][Cw - 1] = 0
    while wark:
        h, w = wark.pop()
        warp.append((h, w))
        for mh, mw in move:
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                visited[ch][cw] = visited[h][w]
                wark.append((ch, cw))
        if len(wark) == 0:
            while warp:
                h, w = warp.pop()
                for wh in range(-2, 3):  # 移動B: ワープ魔法
                    for ww in range(-2, 3):
                        ch, cw = h + wh, w + ww
                        if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == -1:
                            visited[ch][cw] = visited[h][w] + 1
                            wark.append((ch, cw))

    ret = visited[Dh - 1][Dw - 1]
    print(ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        if c != 0:
            visited[h][w] = min(visited[h][w], c)
        for mh, mw in move: # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3): # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                    que.append((ch, cw, c+1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        if c != 0:
            visited[h][w] = min(visited[h][w], c)
        for mh, mw in move: # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3): # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                    que.append((ch, cw, c+1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    warp = [[-2, -2], [-2, -1], [-2, 0], [-2, 1], [-2, 2], [-1, -2], [-1, -1], [-1, 0], [-1, 1], [-1, 2], [0, -2],
            [0, -1], [0, 1], [0, 2], [1, -2], [1, -1], [1, 0], [1, 1], [1, 2], [2, -2], [2, -1], [2, 0], [2, 1], [2, 2]]
    fifoque = queue.Queue()
    fifoque.put((Ch - 1, Cw - 1))
    warpque = queue.Queue()

    visited[Ch - 1][Cw - 1] = 0
    cost = 1
    while not fifoque.empty():
        while not fifoque.empty():
            h, w = fifoque.get()
            for mh, mw in move:
                ch, cw = h + mh, w + mw
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                    visited[ch][cw] = visited[h][w]
                    fifoque.put((ch, cw))
            for wh, ww in warp:
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#':
                    warpque.put((ch, cw))
        else:
            while not warpque.empty():
                h, w = warpque.get()
                if 0 <= h < H and 0 <= w < W and grid[h][w] != '#' and visited[h][w] == INF:
                    visited[h][w] = cost
                    fifoque.put((h, w))
        cost += 1
    else:
        if visited[Dh - 1][Dw - 1] == INF:
            print(-1)
        else:
            print(visited[Dh - 1][Dw - 1])


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()

Buggy python submission (verdict: Time Limit Exceeded):
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    warp = [[-2, -2], [-2, -1], [-2, 0], [-2, 1], [-2, 2], [-1, -2], [-1, -1], [-1, 0], [-1, 1], [-1, 2], [0, -2],
            [0, -1], [0, 1], [0, 2], [1, -2], [1, -1], [1, 0], [1, 1], [1, 2], [2, -2], [2, -1], [2, 0], [2, 1], [2, 2]]
    fifoque = queue.Queue()
    fifoque.put((Ch - 1, Cw - 1))
    warpque = queue.Queue()

    visited[Ch - 1][Cw - 1] = 0
    cost = 1
    while not fifoque.empty():
        while not fifoque.empty():
            h, w = fifoque.get()
            for mh, mw in move:
                ch, cw = h + mh, w + mw
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] == INF:
                    visited[ch][cw] = visited[h][w]
                    fifoque.put((ch, cw))
            for wh, ww in warp:
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#':
                    warpque.put((ch, cw))
        else:
            while not warpque.empty():
                h, w = warpque.get()
                if 0 <= h < H and 0 <= w < W and grid[h][w] != '#' and visited[h][w] == INF:
                    visited[h][w] = cost
                    fifoque.put((h, w))
        cost += 1
    else:
        if visited[Dh - 1][Dw - 1] == INF:
            print(-1)
        else:
            print(visited[Dh - 1][Dw - 1])


if __name__ == '__main__':
    main()


Fixed submission:
import sys, os, math, bisect, itertools, collections, heapq, queue, copy, array

# from scipy.sparse.csgraph import csgraph_from_dense, floyd_warshall
# from decimal import Decimal
# from collections import defaultdict, deque

sys.setrecursionlimit(10000000)

ii = lambda: int(sys.stdin.buffer.readline().rstrip())
il = lambda: list(map(int, sys.stdin.buffer.readline().split()))
fl = lambda: list(map(float, sys.stdin.buffer.readline().split()))
iln = lambda n: [int(sys.stdin.buffer.readline().rstrip()) for _ in range(n)]

iss = lambda: sys.stdin.buffer.readline().decode().rstrip()
sl = lambda: list(map(str, sys.stdin.buffer.readline().decode().split()))
isn = lambda n: [sys.stdin.buffer.readline().decode().rstrip() for _ in range(n)]

lcm = lambda x, y: (x * y) // math.gcd(x, y)

MOD = 10 ** 9 + 7
INF = float('inf')


def main():
    if os.getenv("LOCAL"):
        sys.stdin = open("input.txt", "r")

    H, W = il()
    Ch, Cw = il()
    Dh, Dw = il()
    grid = [iss() for _ in range(H)]
    visited = [[INF] * W for _ in range(H)]
    move = [[-1, 0], [1, 0], [0, -1], [0, 1]]
    que = collections.deque()

    que.appendleft((Ch - 1, Cw - 1, 0))
    visited[Ch - 1][Cw - 1] = 0
    while que:
        h, w, c = que.popleft()
        for mh, mw in move:  # 移動A: 歩いて移動
            ch, cw = h + mh, w + mw
            if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c:
                visited[ch][cw] = c
                que.appendleft((ch, cw, c))
        for wh in range(-2, 3):  # 移動B: ワープ魔法
            for ww in range(-2, 3):
                ch, cw = h + wh, w + ww
                if 0 <= ch < H and 0 <= cw < W and grid[ch][cw] != '#' and visited[ch][cw] > c + 1:
                    visited[ch][cw] = c + 1
                    que.append((ch, cw, c + 1))

    ret = visited[Dh - 1][Dw - 1]
    print(-1 if ret == INF else ret)


if __name__ == '__main__':
    main()