Initial Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

LLM Generation

Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

Output

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts an RLE encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE encoded string.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array representing the Game of Life pattern.
  """

  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    char = string[i]
    if char.isdigit():
      count = int(char)
      while i + 1 < len(string) and string[i + 1].isdigit():
        i += 1
        count = count * 10 + int(string[i])
      if string[i + 1] == 'b':
        x += count
      elif string[i + 1] == 'o':
        for j in range(count):
          arr[y, x] = 1
          x += 1
      else:
        y += count
        x = 0
      i += 1
    else:
      if char == 'b':
        x += 1
      elif char == 'o':
        arr[y, x] = 1
        x += 1
      elif char == '$':
        y += 1
        x = 0
      i += 1
  return arr

# Example usage with your provided string:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80
game_of_life_array = rle_to_arr(rle_string, height, width)

# Now you can use game_of_life_array, which is your desired numpy array
print(game_of_life_array)
This script defines the `rle_to_arr` function and then demonstrates how to use it with your provided RLE string. The function iterates through the string, interpreting the run-length encoded data, and populates a numpy array accordingly. The resulting `game_of_life_array` will contain the Game of Life pattern represented by the input string.

Extract Code

I extracted the following code from that output: 

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts an RLE encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE encoded string.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array representing the Game of Life pattern.
  """

  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    char = string[i]
    if char.isdigit():
      count = int(char)
      while i + 1 < len(string) and string[i + 1].isdigit():
        i += 1
        count = count * 10 + int(string[i])
      if string[i + 1] == 'b':
        x += count
      elif string[i + 1] == 'o':
        for j in range(count):
          arr[y, x] = 1
          x += 1
      else:
        y += count
        x = 0
      i += 1
    else:
      if char == 'b':
        x += 1
      elif char == 'o':
        arr[y, x] = 1
        x += 1
      elif char == '$':
        y += 1
        x = 0
      i += 1
  return arr

# Example usage with your provided string:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80
game_of_life_array = rle_to_arr(rle_string, height, width)

# Now you can use game_of_life_array, which is your desired numpy array
print(game_of_life_array)

Run Code Interpreter

Running the following program: 

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts an RLE encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE encoded string.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array representing the Game of Life pattern.
  """

  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    char = string[i]
    if char.isdigit():
      count = int(char)
      while i + 1 < len(string) and string[i + 1].isdigit():
        i += 1
        count = count * 10 + int(string[i])
      if string[i + 1] == 'b':
        x += count
      elif string[i + 1] == 'o':
        for j in range(count):
          arr[y, x] = 1
          x += 1
      else:
        y += count
        x = 0
      i += 1
    else:
      if char == 'b':
        x += 1
      elif char == 'o':
        arr[y, x] = 1
        x += 1
      elif char == '$':
        y += 1
        x = 0
      i += 1
  return arr

# Example usage with your provided string:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80
game_of_life_array = rle_to_arr(rle_string, height, width)

# Now you can use game_of_life_array, which is your desired numpy array
print(game_of_life_array)





answer = (np.array(rle_to_arr('''
16b2o3b2o$2o$2o$19b2o$17b5o$21bo$17b3o$o16bo$o17b2o$bo16b2o$b2o$3bo$o
17b2o3b2o$2b2o14bobobobo$11bobo5b5o$11b2o7b3o$2o10bo8bo$b2o$b2o2$2o$bo
2$6bobo$2o3bo$bo3bo$o4bo2bo7bo$5b3o7b2o7bo$15bobo5b3o$22b5o$21b2o3b2o$
22b5o$22b5o$14b2o6bo2bo$14bobo4bo3bo$11b2obobo4bo$11bobobo5bob2o$13bo
8bo$4bobo6b2o$7bo5b3o50bo$7bo5b3o3b2o3b2o40b4o$4bo2bo5b3o3bo5bo41b4o$
5b3o5b2o35bo16bo2bo$13bo6bo3bo24bobo15b4o4b2o$11bobobo5b3o15b2o7bob2o
14b4o5b2o$11b2obobo21bobo6b2ob2o14bo8b2o$14bobo20bo6b3obob2o$14b2o12b
2o7bo2bo2bo2bo2bobo$28b2o7bo6b2o4bo16bobo$38bobo26b2o$39b2o27bo4b2o$
21b2o49bo2bo$21b2o28bobo18b3o$52b2o21b2o$52bo21bo$74b2o$59bo$62bo$59bo
14bo$62bo$61bob3o8bo$59b4o2bo9b2o$64bo$52bo$51b2o$40b2o8b2o4b2o5bo$40b
2o7b3o4b2o3bobo$50b2o4b2o2bobo11b2o$4bobo44b2o6bo2bo11b2o$7bo44bo7bobo
$o6bo53bobo$o3bo2bo55bo$5b3o5$4b4o$3bo3bo$7bo$3bo2bo3$o2b3o2b2o$2b5o2b
o64b3o$9o67bo$9b3o63bo$o7bo2bo$9b2o3$4b2o$o3b3o$o5b2obo5b2o$bo4bo2bo5b
2o$2o4b2obo$o3b3o$4b2o2$59b3o12b2o$61bo12b2o!
''', 101, 77),dtype=np.uint32).flatten() * np.arange(77*101)).sum()
expected = 1563304
assert answer == expected, f'Wrong answer; got {answer} instead of {expected}'
print('All tests passed')
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 52, in <module> game_of_life_array = rle_to_arr(rle_string, height, width) File "/usr/src/app/main.py", line 30, in rle_to_arr arr[y, x] = 1 IndexError: index 61 is out of bounds for axis 0 with size 60

Substring Evaluation

Testing if the previous output contains the string All tests passed: False

Initial Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

LLM Generation

Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

Output

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run Length Encoded (RLE) string to a NumPy array.

    Args:
        string: The RLE string.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array of shape (h, w) representing the Game of Life pattern.
    """

    arr = np.zeros((h, w), int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            while string[i + 1].isdigit():
                count = count * 10 + int(string[i + 1])
                i += 1
            if string[i + 1] == 'b':
                x += count
            else:
                for j in range(count):
                    arr[y, x] = 1
                    x += 1
            i += 1
        elif string[i] == 'b':
            x += 1
        elif string[i] == 'o':
            arr[y, x] = 1
            x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

output_array = rle_to_arr(rle_string, height, width)
print(output_array)
This code defines a function `rle_to_arr` that takes the RLE string, height, and width as input and returns the corresponding NumPy array. The function works by iterating through the RLE string and interpreting each character to construct the array. Here's a breakdown: 1. **Initialization:** - Create a NumPy array `arr` of shape (h, w) filled with zeros. - Initialize `x` and `y` to 0, representing the current position in the array. - Initialize `i` to 0, representing the current position in the RLE string. 2. **Iterating through the string:** - Loop through each character in the string: - **Digit:** If the character is a digit, read the entire number. If the next character is 'b', increment `x` by the number. If the next character is 'o', fill the array with 1s for the given count and increment `x`. - **'b':** Increment `x` by 1 (representing a dead cell). - **'o':** Set the value at `(y, x)` to 1 (representing a live cell) and increment `x`. - **'$':** Move to the next row by incrementing `y` and reset `x` to 0. 3. **Return:** Return the constructed NumPy array `arr`. This code then calls the `rle_to_arr` function with the provided RLE string, height, and width to obtain the desired NumPy array representation of the Game of Life pattern.

Extract Code

I extracted the following code from that output: 

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run Length Encoded (RLE) string to a NumPy array.

    Args:
        string: The RLE string.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array of shape (h, w) representing the Game of Life pattern.
    """

    arr = np.zeros((h, w), int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            while string[i + 1].isdigit():
                count = count * 10 + int(string[i + 1])
                i += 1
            if string[i + 1] == 'b':
                x += count
            else:
                for j in range(count):
                    arr[y, x] = 1
                    x += 1
            i += 1
        elif string[i] == 'b':
            x += 1
        elif string[i] == 'o':
            arr[y, x] = 1
            x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

output_array = rle_to_arr(rle_string, height, width)
print(output_array)

Run Code Interpreter

Running the following program: 

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run Length Encoded (RLE) string to a NumPy array.

    Args:
        string: The RLE string.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array of shape (h, w) representing the Game of Life pattern.
    """

    arr = np.zeros((h, w), int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            while string[i + 1].isdigit():
                count = count * 10 + int(string[i + 1])
                i += 1
            if string[i + 1] == 'b':
                x += count
            else:
                for j in range(count):
                    arr[y, x] = 1
                    x += 1
            i += 1
        elif string[i] == 'b':
            x += 1
        elif string[i] == 'o':
            arr[y, x] = 1
            x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

output_array = rle_to_arr(rle_string, height, width)
print(output_array)





answer = (np.array(rle_to_arr('''
16b2o3b2o$2o$2o$19b2o$17b5o$21bo$17b3o$o16bo$o17b2o$bo16b2o$b2o$3bo$o
17b2o3b2o$2b2o14bobobobo$11bobo5b5o$11b2o7b3o$2o10bo8bo$b2o$b2o2$2o$bo
2$6bobo$2o3bo$bo3bo$o4bo2bo7bo$5b3o7b2o7bo$15bobo5b3o$22b5o$21b2o3b2o$
22b5o$22b5o$14b2o6bo2bo$14bobo4bo3bo$11b2obobo4bo$11bobobo5bob2o$13bo
8bo$4bobo6b2o$7bo5b3o50bo$7bo5b3o3b2o3b2o40b4o$4bo2bo5b3o3bo5bo41b4o$
5b3o5b2o35bo16bo2bo$13bo6bo3bo24bobo15b4o4b2o$11bobobo5b3o15b2o7bob2o
14b4o5b2o$11b2obobo21bobo6b2ob2o14bo8b2o$14bobo20bo6b3obob2o$14b2o12b
2o7bo2bo2bo2bo2bobo$28b2o7bo6b2o4bo16bobo$38bobo26b2o$39b2o27bo4b2o$
21b2o49bo2bo$21b2o28bobo18b3o$52b2o21b2o$52bo21bo$74b2o$59bo$62bo$59bo
14bo$62bo$61bob3o8bo$59b4o2bo9b2o$64bo$52bo$51b2o$40b2o8b2o4b2o5bo$40b
2o7b3o4b2o3bobo$50b2o4b2o2bobo11b2o$4bobo44b2o6bo2bo11b2o$7bo44bo7bobo
$o6bo53bobo$o3bo2bo55bo$5b3o5$4b4o$3bo3bo$7bo$3bo2bo3$o2b3o2b2o$2b5o2b
o64b3o$9o67bo$9b3o63bo$o7bo2bo$9b2o3$4b2o$o3b3o$o5b2obo5b2o$bo4bo2bo5b
2o$2o4b2obo$o3b3o$4b2o2$59b3o12b2o$61bo12b2o!
''', 101, 77),dtype=np.uint32).flatten() * np.arange(77*101)).sum()
expected = 1563304
assert answer == expected, f'Wrong answer; got {answer} instead of {expected}'
print('All tests passed')
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 47, in <module> output_array = rle_to_arr(rle_string, height, width) File "/usr/src/app/main.py", line 29, in rle_to_arr arr[y, x] = 1 IndexError: index 92 is out of bounds for axis 1 with size 80

Substring Evaluation

Testing if the previous output contains the string All tests passed: False

Initial Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

LLM Generation

Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

Output

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import numpy as np

def rle_to_arr(string, h, w):
    """
    Converts a Run Length Encoded (RLE) string to a numpy array representing
    a Game of Life pattern.

    Args:
        string (str): The RLE string representing the pattern.
        h (int): The height of the output array.
        w (int): The width of the output array.

    Returns:
        np.array: A numpy array of shape (h, w) representing the pattern,
                  where 1s represent live cells and 0s represent dead cells.
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        count = 1
        if string[i].isdigit():
            while string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

# Example usage:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

game_of_life_array = rle_to_arr(rle_string, height, width)
print(game_of_life_array)
**Explanation:** 1. **Initialization:** - Create a numpy array `arr` of shape `(h, w)` filled with zeros using `np.zeros((h, w), dtype=int)`. - Initialize variables `x` and `y` to 0, representing the current position in the array. - Initialize `i` to 0, representing the current position in the RLE string. 2. **Iterating through the RLE String:** - Loop through the RLE string character by character using a `while i < len(string)` loop. 3. **Handling Numbers:** - If the current character is a digit (`string[i].isdigit()`): - Initialize a `count` variable to 1. - While the characters are digits, multiply `count` by 10 and add the digit's numerical value. - Increment `i` to move to the next character. 4. **Handling Characters:** - If the current character is 'b': - Increment the `x` position by `count` (representing empty cells). - If the current character is 'o': - Set the values in the array from `(y, x)` to `(y, x + count - 1)` to 1 (representing live cells). - Increment `x` by `count`. - If the current character is '$': - Move to the next row by incrementing `y`. - Reset `x` to 0 to start from the beginning of the row. 5. **Returning the Array:** - After processing the entire RLE string, return the generated numpy array `arr`. **Example Usage:** The provided code includes an example usage with the given RLE string, height, and width. It calls the `rle_to_arr` function and prints the resulting numpy array, which will represent the Game of Life pattern.

Extract Code

I extracted the following code from that output: 

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import numpy as np

def rle_to_arr(string, h, w):
    """
    Converts a Run Length Encoded (RLE) string to a numpy array representing
    a Game of Life pattern.

    Args:
        string (str): The RLE string representing the pattern.
        h (int): The height of the output array.
        w (int): The width of the output array.

    Returns:
        np.array: A numpy array of shape (h, w) representing the pattern,
                  where 1s represent live cells and 0s represent dead cells.
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        count = 1
        if string[i].isdigit():
            while string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

# Example usage:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

game_of_life_array = rle_to_arr(rle_string, height, width)
print(game_of_life_array)

Run Code Interpreter

Running the following program: 

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import numpy as np

def rle_to_arr(string, h, w):
    """
    Converts a Run Length Encoded (RLE) string to a numpy array representing
    a Game of Life pattern.

    Args:
        string (str): The RLE string representing the pattern.
        h (int): The height of the output array.
        w (int): The width of the output array.

    Returns:
        np.array: A numpy array of shape (h, w) representing the pattern,
                  where 1s represent live cells and 0s represent dead cells.
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        count = 1
        if string[i].isdigit():
            while string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1
    return arr

# Example usage:
rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

game_of_life_array = rle_to_arr(rle_string, height, width)
print(game_of_life_array)





answer = (np.array(rle_to_arr('''
16b2o3b2o$2o$2o$19b2o$17b5o$21bo$17b3o$o16bo$o17b2o$bo16b2o$b2o$3bo$o
17b2o3b2o$2b2o14bobobobo$11bobo5b5o$11b2o7b3o$2o10bo8bo$b2o$b2o2$2o$bo
2$6bobo$2o3bo$bo3bo$o4bo2bo7bo$5b3o7b2o7bo$15bobo5b3o$22b5o$21b2o3b2o$
22b5o$22b5o$14b2o6bo2bo$14bobo4bo3bo$11b2obobo4bo$11bobobo5bob2o$13bo
8bo$4bobo6b2o$7bo5b3o50bo$7bo5b3o3b2o3b2o40b4o$4bo2bo5b3o3bo5bo41b4o$
5b3o5b2o35bo16bo2bo$13bo6bo3bo24bobo15b4o4b2o$11bobobo5b3o15b2o7bob2o
14b4o5b2o$11b2obobo21bobo6b2ob2o14bo8b2o$14bobo20bo6b3obob2o$14b2o12b
2o7bo2bo2bo2bo2bobo$28b2o7bo6b2o4bo16bobo$38bobo26b2o$39b2o27bo4b2o$
21b2o49bo2bo$21b2o28bobo18b3o$52b2o21b2o$52bo21bo$74b2o$59bo$62bo$59bo
14bo$62bo$61bob3o8bo$59b4o2bo9b2o$64bo$52bo$51b2o$40b2o8b2o4b2o5bo$40b
2o7b3o4b2o3bobo$50b2o4b2o2bobo11b2o$4bobo44b2o6bo2bo11b2o$7bo44bo7bobo
$o6bo53bobo$o3bo2bo55bo$5b3o5$4b4o$3bo3bo$7bo$3bo2bo3$o2b3o2b2o$2b5o2b
o64b3o$9o67bo$9b3o63bo$o7bo2bo$9b2o3$4b2o$o3b3o$o5b2obo5b2o$bo4bo2bo5b
2o$2o4b2obo$o3b3o$4b2o2$59b3o12b2o$61bo12b2o!
''', 101, 77),dtype=np.uint32).flatten() * np.arange(77*101)).sum()
expected = 1563304
assert answer == expected, f'Wrong answer; got {answer} instead of {expected}'
print('All tests passed')
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 45, in <module> game_of_life_array = rle_to_arr(rle_string, height, width) File "/usr/src/app/main.py", line 32, in rle_to_arr arr[y, x] = 1 IndexError: index 113 is out of bounds for axis 1 with size 80

Substring Evaluation

Testing if the previous output contains the string All tests passed: False

Initial Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

LLM Generation

Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

Output

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts a Run Length Encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE string representing the Game of Life pattern.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array of shape (h, w) representing the Game of Life grid.
  """
  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    count = 1
    if string[i].isdigit():
      j = i + 1
      while j < len(string) and string[j].isdigit():
        j += 1
      count = int(string[i:j])
      i = j

    char = string[i]
    if char == 'b':
      x += count
    elif char == 'o':
      arr[y, x:x + count] = 1
      x += count
    elif char == '$':
      y += 1
      x = 0
    i += 1

  return arr


rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

array = rle_to_arr(rle_string, height, width)
print(array)
This code defines the `rle_to_arr` function and uses it to convert the given RLE string to a NumPy array. **Explanation:** 1. **Import numpy:** This line imports the NumPy library, which is essential for working with arrays in Python. 2. **Define `rle_to_arr` Function:** This function takes the RLE string, height, and width as input and returns the corresponding NumPy array. 3. **Initialize Array:** It creates a NumPy array filled with zeros with the specified height and width. 4. **Iterate through the RLE String:** It iterates through the RLE string, character by character. 5. **Handle Numbers:** If it encounters a digit, it extracts the entire number representing the run count. 6. **Handle Characters:** It handles the characters 'b', 'o', and '$' to update the array based on the RLE rules: - `b`: Move the current position to the right (blank cell). - `o`: Fill the array with ones from the current position for the run count (live cell). - `$`: Move to the beginning of the next row. 7. **Return Array:** Finally, the function returns the constructed NumPy array. 8. **Call the Function:** It calls the `rle_to_arr` function with the provided RLE string, height, and width to generate the array. 9. **Print the Array:** It prints the resulting NumPy array, which visually represents the Game of Life pattern. This code provides a clear and concise implementation for converting an RLE string to a NumPy array, making it easy to load and work with Game of Life patterns.

Extract Code

I extracted the following code from that output: 

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts a Run Length Encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE string representing the Game of Life pattern.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array of shape (h, w) representing the Game of Life grid.
  """
  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    count = 1
    if string[i].isdigit():
      j = i + 1
      while j < len(string) and string[j].isdigit():
        j += 1
      count = int(string[i:j])
      i = j

    char = string[i]
    if char == 'b':
      x += count
    elif char == 'o':
      arr[y, x:x + count] = 1
      x += count
    elif char == '$':
      y += 1
      x = 0
    i += 1

  return arr


rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

array = rle_to_arr(rle_string, height, width)
print(array)

Run Code Interpreter

Running the following program: 

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import numpy as np

def rle_to_arr(string, h, w):
  """Converts a Run Length Encoded string to a numpy array for Conway's Game of Life.

  Args:
    string: The RLE string representing the Game of Life pattern.
    h: The height of the output array.
    w: The width of the output array.

  Returns:
    A numpy array of shape (h, w) representing the Game of Life grid.
  """
  arr = np.zeros((h, w), dtype=int)
  x, y = 0, 0
  i = 0
  while i < len(string):
    count = 1
    if string[i].isdigit():
      j = i + 1
      while j < len(string) and string[j].isdigit():
        j += 1
      count = int(string[i:j])
      i = j

    char = string[i]
    if char == 'b':
      x += count
    elif char == 'o':
      arr[y, x:x + count] = 1
      x += count
    elif char == '$':
      y += 1
      x = 0
    i += 1

  return arr


rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

array = rle_to_arr(rle_string, height, width)
print(array)





answer = (np.array(rle_to_arr('''
16b2o3b2o$2o$2o$19b2o$17b5o$21bo$17b3o$o16bo$o17b2o$bo16b2o$b2o$3bo$o
17b2o3b2o$2b2o14bobobobo$11bobo5b5o$11b2o7b3o$2o10bo8bo$b2o$b2o2$2o$bo
2$6bobo$2o3bo$bo3bo$o4bo2bo7bo$5b3o7b2o7bo$15bobo5b3o$22b5o$21b2o3b2o$
22b5o$22b5o$14b2o6bo2bo$14bobo4bo3bo$11b2obobo4bo$11bobobo5bob2o$13bo
8bo$4bobo6b2o$7bo5b3o50bo$7bo5b3o3b2o3b2o40b4o$4bo2bo5b3o3bo5bo41b4o$
5b3o5b2o35bo16bo2bo$13bo6bo3bo24bobo15b4o4b2o$11bobobo5b3o15b2o7bob2o
14b4o5b2o$11b2obobo21bobo6b2ob2o14bo8b2o$14bobo20bo6b3obob2o$14b2o12b
2o7bo2bo2bo2bo2bobo$28b2o7bo6b2o4bo16bobo$38bobo26b2o$39b2o27bo4b2o$
21b2o49bo2bo$21b2o28bobo18b3o$52b2o21b2o$52bo21bo$74b2o$59bo$62bo$59bo
14bo$62bo$61bob3o8bo$59b4o2bo9b2o$64bo$52bo$51b2o$40b2o8b2o4b2o5bo$40b
2o7b3o4b2o3bobo$50b2o4b2o2bobo11b2o$4bobo44b2o6bo2bo11b2o$7bo44bo7bobo
$o6bo53bobo$o3bo2bo55bo$5b3o5$4b4o$3bo3bo$7bo$3bo2bo3$o2b3o2b2o$2b5o2b
o64b3o$9o67bo$9b3o63bo$o7bo2bo$9b2o3$4b2o$o3b3o$o5b2obo5b2o$bo4bo2bo5b
2o$2o4b2obo$o3b3o$4b2o2$59b3o12b2o$61bo12b2o!
''', 101, 77),dtype=np.uint32).flatten() * np.arange(77*101)).sum()
expected = 1563304
assert answer == expected, f'Wrong answer; got {answer} instead of {expected}'
print('All tests passed')
And got the output: [[0 0 0 ... 0 0 0] [0 0 0 ... 0 0 0] [0 0 0 ... 0 0 0] ... [0 0 0 ... 0 0 0] [0 0 0 ... 0 0 0] [0 0 0 ... 0 0 0]] Traceback (most recent call last): File "/usr/src/app/main.py", line 69, in <module> assert answer == expected, f'Wrong answer; got {answer} instead of {expected}' AssertionError: Wrong answer; got 1468671 instead of 1563304

Substring Evaluation

Testing if the previous output contains the string All tests passed: False

Initial Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

LLM Generation

Query

Convert this game of life pattern 26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b 2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$ 60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5b o15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2b o$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o 3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o! to a numpy array. Call the function `rle_to_arr(string, h, w)` which should return a numpy array with .shape (h,w). Fill the array with 1s, and empty with 0.

Output

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run-Length Encoded string to a NumPy array for Conway's Game of Life.

    Args:
        string: The RLE string representing the Game of Life pattern.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array representing the Game of Life pattern with shape (h, w).
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            i += 1
            while i < len(string) and string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        else:
            count = 1

        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1

    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

life_array = rle_to_arr(rle_string, height, width)
print(life_array)
**Explanation:** 1. **Initialization:** - `np.zeros((h, w), dtype=int)` creates a NumPy array of the given `height` and `width`, filled with zeros (representing dead cells). 2. **Iteration:** - The code iterates through the `rle_string` character by character. 3. **Parsing:** - **Digits:** If the current character is a digit, it extracts the entire number representing the run count. - **'b' (Blank):** Moves the `x` position forward (horizontally) by `count`. - **'o' (Alive):** Sets the next `count` cells to `1` (alive) starting from the current `(y, x)` position and increments `x`. - **'$' (Newline):** Moves to the next row by incrementing `y` and resetting `x` to 0. 4. **Return:** The function returns the populated NumPy array. Now, when you run this code, `life_array` will hold the Game of Life pattern represented by the RLE string as a 2D NumPy array.

Extract Code

I extracted the following code from that output: 

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run-Length Encoded string to a NumPy array for Conway's Game of Life.

    Args:
        string: The RLE string representing the Game of Life pattern.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array representing the Game of Life pattern with shape (h, w).
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            i += 1
            while i < len(string) and string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        else:
            count = 1

        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1

    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

life_array = rle_to_arr(rle_string, height, width)
print(life_array)

Run Code Interpreter

Running the following program: 

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import numpy as np

def rle_to_arr(string, h, w):
    """Converts a Run-Length Encoded string to a NumPy array for Conway's Game of Life.

    Args:
        string: The RLE string representing the Game of Life pattern.
        h: The height of the output array.
        w: The width of the output array.

    Returns:
        A NumPy array representing the Game of Life pattern with shape (h, w).
    """

    arr = np.zeros((h, w), dtype=int)
    x, y = 0, 0
    i = 0
    while i < len(string):
        if string[i].isdigit():
            count = int(string[i])
            i += 1
            while i < len(string) and string[i].isdigit():
                count = count * 10 + int(string[i])
                i += 1
        else:
            count = 1

        if string[i] == 'b':
            x += count
        elif string[i] == 'o':
            for j in range(count):
                arr[y, x] = 1
                x += 1
        elif string[i] == '$':
            y += 1
            x = 0
        i += 1

    return arr

rle_string = "26$13b2o$14bo$14bobo$15b2o14$31b2o$30b2o$32bo13$46b2o$45b2o$47bo13$61b2o$60b2o$62bo4$52b2o$52b2o$71bo$66b2ob3o$66bobobo$68bo$67b2o3$76b2o$60b3o12b2o10bobo$52b3o7bo14bo8bo2bo4bo$51bo3bo5bo10b2o11b2o5b2o$50bo5bo15bobo8b2o3bo8b2o$51bo3bo11b2o6bo9b2o10b2o$52b3o8b2obo2bo2bo2bo10bo2bo$52bo2bo7b2o2b2o6bo11bobo$53b3o16bobo$53b2obo15b2o$54bobo$55bo3$52b2o3b2o$52bobobobo$53b5o$54b3o$55bo7$54b2o$54b2o!"
height = 60
width = 80

life_array = rle_to_arr(rle_string, height, width)
print(life_array) 





answer = (np.array(rle_to_arr('''
16b2o3b2o$2o$2o$19b2o$17b5o$21bo$17b3o$o16bo$o17b2o$bo16b2o$b2o$3bo$o
17b2o3b2o$2b2o14bobobobo$11bobo5b5o$11b2o7b3o$2o10bo8bo$b2o$b2o2$2o$bo
2$6bobo$2o3bo$bo3bo$o4bo2bo7bo$5b3o7b2o7bo$15bobo5b3o$22b5o$21b2o3b2o$
22b5o$22b5o$14b2o6bo2bo$14bobo4bo3bo$11b2obobo4bo$11bobobo5bob2o$13bo
8bo$4bobo6b2o$7bo5b3o50bo$7bo5b3o3b2o3b2o40b4o$4bo2bo5b3o3bo5bo41b4o$
5b3o5b2o35bo16bo2bo$13bo6bo3bo24bobo15b4o4b2o$11bobobo5b3o15b2o7bob2o
14b4o5b2o$11b2obobo21bobo6b2ob2o14bo8b2o$14bobo20bo6b3obob2o$14b2o12b
2o7bo2bo2bo2bo2bobo$28b2o7bo6b2o4bo16bobo$38bobo26b2o$39b2o27bo4b2o$
21b2o49bo2bo$21b2o28bobo18b3o$52b2o21b2o$52bo21bo$74b2o$59bo$62bo$59bo
14bo$62bo$61bob3o8bo$59b4o2bo9b2o$64bo$52bo$51b2o$40b2o8b2o4b2o5bo$40b
2o7b3o4b2o3bobo$50b2o4b2o2bobo11b2o$4bobo44b2o6bo2bo11b2o$7bo44bo7bobo
$o6bo53bobo$o3bo2bo55bo$5b3o5$4b4o$3bo3bo$7bo$3bo2bo3$o2b3o2b2o$2b5o2b
o64b3o$9o67bo$9b3o63bo$o7bo2bo$9b2o3$4b2o$o3b3o$o5b2obo5b2o$bo4bo2bo5b
2o$2o4b2obo$o3b3o$4b2o2$59b3o12b2o$61bo12b2o!
''', 101, 77),dtype=np.uint32).flatten() * np.arange(77*101)).sum()
expected = 1563304
assert answer == expected, f'Wrong answer; got {answer} instead of {expected}'
print('All tests passed')
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 46, in <module> life_array = rle_to_arr(rle_string, height, width) File "/usr/src/app/main.py", line 33, in rle_to_arr arr[y, x] = 1 IndexError: index 87 is out of bounds for axis 1 with size 80

Substring Evaluation

Testing if the previous output contains the string All tests passed: False