Solution For Rotating The Box
Problem statement:
You are given an m x n matrix of characters box representing a side-view of a box. Each cell of the box is one of the following:
- A stone ‘#’ character
- A stationary obstacle ‘*’ character
- Empty ‘.’ character
The box is rotated 90 degrees clockwise, causing some of the stones to fall due to gravity. Each stone falls down until it lands on an obstacle, another stone, or the bottom of the box. Gravity does not affect the obstacles’ positions, and the inertia of the stones does not allow a stone to move left or right.
Example:
Input: box = [[“#”,”.”,”#”]]
Output: [[“.”],
[“#”],
[“#”]]
Solution:
1. Iterate through each row of the input box.
2. For each row, iterate through each column from right to left.
3. If a stone ‘#’ character is found, check if there is space below it in the current column.
4. If there is empty ‘.’, move the stone down to the empty space and set the original location to empty.
5. If there is an obstacle ‘*’ or another stone ‘#’, check if there is empty space to the left of the obstacle/stone.
6. If there is empty space to the left, move the stone to the empty space and set the original location to empty.
7. If there is no empty space to the left, the stone remains in its original position.
8. After iterating through all rows and columns, return the rotated box.
Sample code:
class Solution:
def rotateTheBox(self, box: List[List[str]]) -> List[List[str]]:
# Helper function to move stone to new location and set original location to empty
def move_stone(box: List[List[str]], row: int, col: int, new_row: int, new_col: int) -> None:
box[new_row][new_col] = '#'
box[row][col] = '.'
m, n = len(box), len(box[0])
# Iterate through each row
for i in range(m):
row = box[i]
j = n - 1
k = n - 1
# Iterate through each column from right to left
while j >= 0:
# If stone is found in current column, check if there is space below it
if row[j] == '#':
if j < k:
k = j
if j == 0 or row[j-1] != '#':
empty_row = i
# Move stone down to empty space
while empty_row < m and box[empty_row][j] == '.':
move_stone(box, empty_row, j, empty_row-1, j)
empty_row += 1
# Check if there is obstacle or stone to the left
if j > 0 and (box[empty_row-1][j-1] == '#' or box[empty_row-1][j-1] == '*'):
k = j - 1
# Move stone to empty space to the left
if k < j:
empty_row = i
while empty_row < m and box[empty_row][k] == '.':
move_stone(box, empty_row, j, empty_row, k)
empty_row += 1
k -= 1
j -= 1
# Rotate box 90 degrees clockwise
rotated_box = [[0] * m for _ in range(n)]
for i in range(n):
for j in range(m):
rotated_box[i][j] = box[m-j-1][i]
return rotated_box
Time Complexity:
The code iterates through each element in the input box once, so the time complexity is O(m*n), where m and n are the dimensions of the input box.
Space Complexity:
The code creates a new rotated_box with dimensions nm, so the space complexity is O(mn).
Step by Step Implementation For Rotating The Box
class Solution { public boolean rotateBox(int[][] box) { // check for empty box if (box == null || box.length == 0) { return false; } // get the number of rows and columns in the box int rows = box.length; int cols = box[0].length; // create a new box to store the rotated box int[][] rotatedBox = new int[rows][cols]; // rotate the box for (int i = 0; i < rows; i++) { for (int j = 0; j < cols; j++) { rotatedBox[i][j] = box[rows - j - 1][i]; } } // check if the new box is equal to the old box for (int i = 0; i < rows; i++) { for (int j = 0; j < cols; j++) { if (rotatedBox[i][j] != box[i][j]) { return false; } } } return true; } }
# Python3 program to rotate a box # around an arbitrary axis # A point in 3D space class Point: def __init__(self, x, y, z): self.x = x self.y = y self.z = z # A Vector in 3D space class Vector: def __init__(self, x, y, z): self.x = x self.y = y self.z = z # Function to add two vectors def __add__(self, rhs): return Vector(self.x + rhs.x, self.y + rhs.y, self.z + rhs.z) # Function to subtract two vectors def __sub__(self, rhs): return Vector(self.x - rhs.x, self.y - rhs.y, self.z - rhs.z) # Function to calculate cross product of # two vectors def cross(self, rhs): return Vector((self.y * rhs.z) - (self.z * rhs.y), (self.z * rhs.x) - (self.x * rhs.z), (self.x * rhs.y) - (self.y * rhs.x)) # Function to calculate dot product of # two vectors def dot(self, rhs): return self.x * rhs.x + self.y * rhs.y + self.z * rhs.z # Function to calculate magnitude of # a vector def magnitude(self): return (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5 # Function to normalize a vector def normalize(self): mag = self.magnitude() self.x /= mag self.y /= mag self.z /= mag # A Plane in 3D space class Plane: def __init__(self, point, normal): self.point = point self.normal = normal.normalize() # Function to calculate distance between # a point and a plane def distance(self, point): # D = ((P-A).B)/|B| return (self.normal.dot(point - self.point)) # A box aligned with axes class Box: def __init__(self, min_x, max_x, min_y, max_y, min_z, max_z): self.min_x = min_x self.max_x = max_x self.min_y = min_y self.max_y = max_y self.min_z = min_z self.max_z = max_z # Function to rotate a box around an arbitrary axis def rotate(self, point, axis, theta): # Rotation matrix for theta around arbitrary axis # https://en.wikipedia.org/wiki/Rotation_matrix # cos(theta) 0 -sin(theta) # 0 1 0 # sin(theta) 0 cos(theta) c, s = math.cos(theta), math.sin(theta) R = np.array(((c, 0, s), (0, 1, 0), (-s, 0, c))) # Translate point to origin # Make axis unit vector # Rotate box # Translate back O = np.array((0, 0, 0)) O[:] = point[:] axis = axis / np.linalg.norm(axis) rotated_points = np.dot(R, self.points - O) + O # Convert back to box self.min_x = min(rotated_points[:, 0]) self.max_x = max(rotated_points[:, 0]) self.min_y = min(rotated_points[:, 1]) self.max_y = max(rotated_points[:, 1]) self.min_z = min(rotated_points[:, 2]) self.max_z = max(rotated_points[:, 2]) # Function to check if two boxes intersect def intersect(self, other): # Check for intersection in x, y and z # directions if (self.max_x >= other.min_x and self.min_x <= other.max_x and self.max_y >= other.min_y and self.min_y <= other.max_y and self.max_z >= other.min_z and self.min_z <= other.max_z): return True else: return False # Driver code if __name__ == '__main__': # Points of a box points = np.array([[0, 0, 0], [1, 0, 0], [1, 1, 0], [0, 1, 0], [0, 0, 1], [1, 0, 1], [1, 1, 1], [0, 1, 1]]) # Create a box box = Box(0, 1, 0, 1, 0, 1) box.points = points # Arbitrary axis and angle axis = np.array([1, 1, 1]) theta = math.pi / 4 # Rotate the box box.rotate(np.array([0, 0, 0]), axis, theta) # Print rotated box print("Rotated Box:") print("[(%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f)]" %(box.min_x, box.min_y, box.min_z, box.max_x, box.min_y, box.min_z, box.max_x, box.max_y, box.min_z, box.min_x, box.max_y, box.min_z)) print("[(%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f), (%0.2f, %0.2f, %0.2f)]" %(box.min_x, box.min_y, box.max_z, box.max_x, box.min_y, box.max_z, box.max_x, box.max_y, box.max_z, box.min_x, box.max_y, box.max_z)) # Another box other = Box(0.5, 1.5, 0.5, 1.5, 0.5, 1.5) # Check intersection if (box.intersect(other)): print("Boxes Intersect") else: print("Boxes Do Not Intersect")
// Given a rectangular box represented as an array with four elements: [x1, y1, x2, y2], where (x1, y1) are the coordinates of the top left corner, and (x2, y2) are the coordinates of the bottom right corner of the box, find the minimum area of any rectangle formed from the four corners of the box. // If there is no possible rectangle, return 0. function rotatingTheBox(box) { // your code here }
There are many ways to solve this problem. One approach would be to use a two-dimensional array to represent the box. We would then rotate the box by changing the values in the array. Another approach would be to use a three-dimensional array to represent the box. We would then rotate the box by changing the values in the array. Yet another approach would be to use a four-dimensional array to represent the box. We would then rotate the box by changing the values in the array.
using System; public class Solution { // rotate the box by 90 degrees public void Rotate(int[][] box) { // check for null or empty if (box == null || box.Length == 0) { return; } int rows = box.Length; int cols = box.Length; // rotate the matrix by 90 degrees for (int i = 0; i < rows; i++) { for (int j = i; j < cols; j++) { int temp = box[i][j]; box[i][j] = box[j][i]; box[j][i] = temp; } } // reverse each row for (int i = 0; i < rows; i++) { int start = 0; int end = cols - 1; while (start < end) { int temp = box[i][start]; box[i][start] = box[i][end]; box[i][end] = temp; start++; end--; } } } }