Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

Write function resize_image in python that open get a folder path as in put and looks for all of the images files in that folder using only pillow and resize them to 32x32 and overwrite it. Just give me the python code that I can run by python code.py and the default folder is /tmp

LLM Generation

Query

Write function resize_image in python that open get a folder path as in put and looks for all of the images files in that folder using only pillow and resize them to 32x32 and overwrite it. Just give me the python code that I can run by python code.py and the default folder is /tmp

Output

#!/usr/bin/env python3 import os import sys from PIL import Image def resize_image(folder='/tmp'): """ Looks for image files in the specified folder, resizes them to 32x32 pixels, and overwrites the original files. """ for filename in os.listdir(folder): file_path = os.path.join(folder, filename) if os.path.isfile(file_path): try: with Image.open(file_path) as img: # Resize the image to 32x32 using a high-quality downsampling filter. img_resized = img.resize((32, 32), Image.ANTIALIAS) # Overwrite the original image. img_resized.save(file_path) print(f"Resized: {file_path}") except Exception as e: # If the file is not a valid image or an error occurs, skip it. print(f"Skipping {file_path}: {e}") if __name__ == '__main__': # Use the folder from the command line argument, if provided; otherwise, default to /tmp. folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp' resize_image(folder_path)

Extract Code

I extracted the following code from that output: 

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#!/usr/bin/env python3
import os
import sys
from PIL import Image

def resize_image(folder='/tmp'):
    """
    Looks for image files in the specified folder, resizes them to 32x32 pixels,
    and overwrites the original files.
    """
    for filename in os.listdir(folder):
        file_path = os.path.join(folder, filename)
        if os.path.isfile(file_path):
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32 using a high-quality downsampling filter.
                    img_resized = img.resize((32, 32), Image.ANTIALIAS)
                    # Overwrite the original image.
                    img_resized.save(file_path)
                    print(f"Resized: {file_path}")
            except Exception as e:
                # If the file is not a valid image or an error occurs, skip it.
                print(f"Skipping {file_path}: {e}")

if __name__ == '__main__':
    # Use the folder from the command line argument, if provided; otherwise, default to /tmp.
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder_path)

Run Code Interpreter

Running the following program: 

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#!/usr/bin/env python3
import os
import sys
from PIL import Image

def resize_image(folder='/tmp'):
    """
    Looks for image files in the specified folder, resizes them to 32x32 pixels,
    and overwrites the original files.
    """
    for filename in os.listdir(folder):
        file_path = os.path.join(folder, filename)
        if os.path.isfile(file_path):
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32 using a high-quality downsampling filter.
                    img_resized = img.resize((32, 32), Image.ANTIALIAS)
                    # Overwrite the original image.
                    img_resized.save(file_path)
                    print(f"Resized: {file_path}")
            except Exception as e:
                # If the file is not a valid image or an error occurs, skip it.
                print(f"Skipping {file_path}: {e}")

if __name__ == '__main__':
    # Use the folder from the command line argument, if provided; otherwise, default to /tmp.
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder_path)
And got the output: Skipping /tmp/random_image_5.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_1.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_9.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_8.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_7.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_4.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_2.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_3.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_10.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Skipping /tmp/random_image_6.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (294, 609) final: False Resulting in output: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

Write function resize_image in python that open get a folder path as in put and looks for all of the images files in that folder using only pillow and resize them to 32x32 and overwrite it. Just give me the python code that I can run by python code.py and the default folder is /tmp

LLM Generation

Query

Write function resize_image in python that open get a folder path as in put and looks for all of the images files in that folder using only pillow and resize them to 32x32 and overwrite it. Just give me the python code that I can run by python code.py and the default folder is /tmp

Output

#!/usr/bin/env python3 import os import sys from PIL import Image def resize_image(folder_path='/tmp'): # List of supported image file extensions valid_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff') # Loop over each file in the given folder for filename in os.listdir(folder_path): file_path = os.path.join(folder_path, filename) if os.path.isfile(file_path) and filename.lower().endswith(valid_extensions): try: with Image.open(file_path) as img: # Resize the image to 32x32 resized_img = img.resize((32, 32)) # Overwrite the original file with the resized image resized_img.save(file_path) print(f"Resized and overwritten: {file_path}") except Exception as e: print(f"Error processing {file_path}: {e}") if __name__ == '__main__': # Use folder path from command-line argument if provided, else use default '/tmp' folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp' resize_image(folder) # To run the script, use: # python code.py [folder_path] # If no folder_path is provided, it defaults to /tmp.

Extract Code

I extracted the following code from that output: 

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#!/usr/bin/env python3
import os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    # List of supported image file extensions
    valid_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')

    # Loop over each file in the given folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)
        if os.path.isfile(file_path) and filename.lower().endswith(valid_extensions):
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    # Overwrite the original file with the resized image
                    resized_img.save(file_path)
                    print(f"Resized and overwritten: {file_path}")
            except Exception as e:
                print(f"Error processing {file_path}: {e}")

if __name__ == '__main__':
    # Use folder path from command-line argument if provided, else use default '/tmp'
    folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder)
    
# To run the script, use:
# python code.py [folder_path]
# If no folder_path is provided, it defaults to /tmp.

Run Code Interpreter

Running the following program: 

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#!/usr/bin/env python3
import os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    # List of supported image file extensions
    valid_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')

    # Loop over each file in the given folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)
        if os.path.isfile(file_path) and filename.lower().endswith(valid_extensions):
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    # Overwrite the original file with the resized image
                    resized_img.save(file_path)
                    print(f"Resized and overwritten: {file_path}")
            except Exception as e:
                print(f"Error processing {file_path}: {e}")

if __name__ == '__main__':
    # Use folder path from command-line argument if provided, else use default '/tmp'
    folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder)
    
# To run the script, use:
# python code.py [folder_path]
# If no folder_path is provided, it defaults to /tmp.
And got the output: Resized and overwritten: /tmp/random_image_7.jpeg Resized and overwritten: /tmp/random_image_8.jpg Resized and overwritten: /tmp/random_image_6.jpg Resized and overwritten: /tmp/random_image_1.jpg Resized and overwritten: /tmp/random_image_2.jpg Resized and overwritten: /tmp/random_image_5.jpeg Resized and overwritten: /tmp/random_image_9.jpeg Resized and overwritten: /tmp/random_image_10.jpg Resized and overwritten: /tmp/random_image_4.jpg Resized and overwritten: /tmp/random_image_3.jpeg

PyFunc

final: True Resulting in output: True