prompt: You will be provided with a partial code base and an issue statement explaining a problem to resolve.
  <issue>
  Four components should be three components?
  In the recently created example "writing_dense_rgb.py" there is this fragment:
  https://github.com/TileDB-Inc/TileDB-Py/blob/75ddcf56ed80ba5e1a1237b7e527ec4fbd87abb9/examples/writing_dense_rgb.py#L56-L57
  
  It says four int32 components where it seems like it should be three int32 components. After all the values of the attribute are RGB and not RGBA.
  
  </issue>
  <code>
  [start of examples/writing_dense_rgb.py]
  1 # writing_dense_rgb.py
  2 #
  3 # LICENSE
  4 #
  5 # The MIT License
  6 #
  7 # Copyright (c) 2021 TileDB, Inc.
  8 #
  9 # Permission is hereby granted, free of charge, to any person obtaining a copy
  10 # of this software and associated documentation files (the "Software"), to deal
  11 # in the Software without restriction, including without limitation the rights
  12 # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  13 # copies of the Software, and to permit persons to whom the Software is
  14 # furnished to do so, subject to the following conditions:
  15 #
  16 # The above copyright notice and this permission notice shall be included in
  17 # all copies or substantial portions of the Software.
  18 #
  19 # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  20 # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  21 # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  22 # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  23 # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  24 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  25 # THE SOFTWARE.
  26 #
  27 # DESCRIPTION
  28 #
  29 # Please see the TileDB documentation for more information:
  30 #   https://docs.tiledb.com/main/solutions/tiledb-embedded/api-usage/writing-arrays/writing-in-dense-subarrays
  31 #
  32 # When run, this program will create a 2D+1 multi-component (eg RGB) dense array, write some
  33 # data to it, and read the entire array data.
  34 
  35 import tiledb, numpy as np
  36 
  37 img_shape = (100, 224, 224)
  38 img_uri = "writing_dense_rgb"
  39 
  40 image_data = np.random.randint(low=0, high=100, size=(*img_shape, 3), dtype=np.int32)
  41 
  42 
  43 def create_array():
  44     domain = tiledb.Domain(
  45         tiledb.Dim(
  46             name="image_id", domain=(0, img_shape[0] - 1), tile=4, dtype=np.int32
  47         ),
  48         tiledb.Dim(
  49             name="x", domain=(0, img_shape[1] - 1), tile=img_shape[1], dtype=np.int32
  50         ),
  51         tiledb.Dim(
  52             name="y", domain=(0, img_shape[2] - 1), tile=img_shape[2], dtype=np.int32
  53         ),
  54     )
  55 
  56     # create multi-component attribute with four int32 components
  57     attr = tiledb.Attr(dtype=np.dtype("i4, i4, i4"))
  58 
  59     schema = tiledb.ArraySchema(domain=domain, sparse=False, attrs=[attr])
  60 
  61     tiledb.Array.create(img_uri, schema)
  62 
  63     image_data_rgb = image_data.view(np.dtype("i4, i4, i4"))
  64 
  65     with tiledb.open(img_uri, "w") as A:
  66         # write data to 1st image_id slot
  67         A[:] = image_data_rgb
  68 
  69 
  70 def read_array():
  71     with tiledb.open(img_uri) as A:
  72         print(A[:].shape)
  73 
  74 
  75 if __name__ == "__main__":
  76     create_array()
  77     read_array()
  78
  [end of examples/writing_dense_rgb.py]
  </code>
  
  I need you to solve this issue by generating a single patch file that I can apply directly to this repository using git apply. Please respond with a single patch file in the following format.
  <patch>
  diff --git a/file.py b/file.py
  --- a/file.py
  +++ b/file.py
  @@ -1,27 +1,35 @@
   def euclidean(a, b):
  -    while b:
  -        a, b = b, a % b
  -    return a
  +    if b == 0:
  +        return a
  +    return euclidean(b, a % b)
   
   
   def bresenham(x0, y0, x1, y1):
       points = []
       dx = abs(x1 - x0)
       dy = abs(y1 - y0)
  -    sx = 1 if x0 < x1 else -1
  -    sy = 1 if y0 < y1 else -1
  -    err = dx - dy
  +    x, y = x0, y0
  +    sx = -1 if x0 > x1 else 1
  +    sy = -1 if y0 > y1 else 1
   
  -    while True:
  -        points.append((x0, y0))
  -        if x0 == x1 and y0 == y1:
  -            break
  -        e2 = 2 * err
  -        if e2 > -dy:
  -            err -= dy
  -            x0 += sx
  -        if e2 < dx:
  -            err += dx
  -            y0 += sy
  +    if dx > dy:
  +        err = dx / 2.0
  +        while x != x1:
  +            points.append((x, y))
  +            err -= dy
  +            if err < 0:
  +                y += sy
  +                err += dx
  +            x += sx
  +    else:
  +        err = dy / 2.0
  +        while y != y1:
  +            points.append((x, y))
  +            err -= dx
  +            if err < 0:
  +                x += sx
  +                err += dy
  +            y += sy
  +
  +    points.append((x, y))
       return points
  
  </patch>
golden_diff: diff --git a/examples/writing_dense_rgb.py b/examples/writing_dense_rgb.py
  --- a/examples/writing_dense_rgb.py
  +++ b/examples/writing_dense_rgb.py
  @@ -53,7 +53,7 @@
           ),
       )
   
  -    # create multi-component attribute with four int32 components
  +    # create multi-component attribute with three int32 components
       attr = tiledb.Attr(dtype=np.dtype("i4, i4, i4"))
   
       schema = tiledb.ArraySchema(domain=domain, sparse=False, attrs=[attr])
  
verification_info: {"golden_diff": "diff --git a/examples/writing_dense_rgb.py b/examples/writing_dense_rgb.py\n--- a/examples/writing_dense_rgb.py\n+++ b/examples/writing_dense_rgb.py\n@@ -53,7 +53,7 @@\n         ),\n     )\n \n-    # create multi-component attribute with four int32 components\n+    # create multi-component attribute with three int32 components\n     attr = tiledb.Attr(dtype=np.dtype(\"i4, i4, i4\"))\n \n     schema = tiledb.ArraySchema(domain=domain, sparse=False, attrs=[attr])\n", "issue": "Four components should be three components?\nIn the recently created example \"writing_dense_rgb.py\" there is this fragment:\r\nhttps://github.com/TileDB-Inc/TileDB-Py/blob/75ddcf56ed80ba5e1a1237b7e527ec4fbd87abb9/examples/writing_dense_rgb.py#L56-L57\r\n\r\nIt says four int32 components where it seems like it should be three int32 components. After all the values of the attribute are RGB and not RGBA.\n", "before_files": [{"content": "# writing_dense_rgb.py\n#\n# LICENSE\n#\n# The MIT License\n#\n# Copyright (c) 2021 TileDB, Inc.\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n#\n# DESCRIPTION\n#\n# Please see the TileDB documentation for more information:\n#   https://docs.tiledb.com/main/solutions/tiledb-embedded/api-usage/writing-arrays/writing-in-dense-subarrays\n#\n# When run, this program will create a 2D+1 multi-component (eg RGB) dense array, write some\n# data to it, and read the entire array data.\n\nimport tiledb, numpy as np\n\nimg_shape = (100, 224, 224)\nimg_uri = \"writing_dense_rgb\"\n\nimage_data = np.random.randint(low=0, high=100, size=(*img_shape, 3), dtype=np.int32)\n\n\ndef create_array():\n    domain = tiledb.Domain(\n        tiledb.Dim(\n            name=\"image_id\", domain=(0, img_shape[0] - 1), tile=4, dtype=np.int32\n        ),\n        tiledb.Dim(\n            name=\"x\", domain=(0, img_shape[1] - 1), tile=img_shape[1], dtype=np.int32\n        ),\n        tiledb.Dim(\n            name=\"y\", domain=(0, img_shape[2] - 1), tile=img_shape[2], dtype=np.int32\n        ),\n    )\n\n    # create multi-component attribute with four int32 components\n    attr = tiledb.Attr(dtype=np.dtype(\"i4, i4, i4\"))\n\n    schema = tiledb.ArraySchema(domain=domain, sparse=False, attrs=[attr])\n\n    tiledb.Array.create(img_uri, schema)\n\n    image_data_rgb = image_data.view(np.dtype(\"i4, i4, i4\"))\n\n    with tiledb.open(img_uri, \"w\") as A:\n        # write data to 1st image_id slot\n        A[:] = image_data_rgb\n\n\ndef read_array():\n    with tiledb.open(img_uri) as A:\n        print(A[:].shape)\n\n\nif __name__ == \"__main__\":\n    create_array()\n    read_array()\n", "path": "examples/writing_dense_rgb.py"}]}