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

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# Import necessary libraries
from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    """
    This function resizes all image files in a given folder to 32x32 pixels and overwrites the original files.
    
    Args:
        folder_path (str): The path to the folder containing the image files. Defaults to '/tmp'.
    """
    
    # Check if the folder exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return
    
    # Get a list of all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image file
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp', '.tiff')):
            # Open the image file
            img_path = os.path.join(folder_path, filename)
            try:
                with Image.open(img_path) as img:
                    # Resize the image to 32x32 pixels
                    img = img.resize((32, 32))
                    # Save the resized image, overwriting the original file
                    img.save(img_path)
                    print(f"Resized {filename} to 32x32 pixels.")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

if __name__ == "__main__":
    resize_image()
To run this code, save it to a file named `code.py` and run it with Python: `python code.py`. The function will look for image files in the `/tmp` folder by default. If you want to specify a different folder, you can pass the folder path as an argument when calling the function, like this: `resize_image('/path/to/folder')`.

Extract Code

I extracted the following code from that output: 

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# Import necessary libraries
from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    """
    This function resizes all image files in a given folder to 32x32 pixels and overwrites the original files.
    
    Args:
        folder_path (str): The path to the folder containing the image files. Defaults to '/tmp'.
    """
    
    # Check if the folder exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return
    
    # Get a list of all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image file
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp', '.tiff')):
            # Open the image file
            img_path = os.path.join(folder_path, filename)
            try:
                with Image.open(img_path) as img:
                    # Resize the image to 32x32 pixels
                    img = img.resize((32, 32))
                    # Save the resized image, overwriting the original file
                    img.save(img_path)
                    print(f"Resized {filename} to 32x32 pixels.")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

if __name__ == "__main__":
    resize_image()

Run Code Interpreter

Running the following program: 

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# Import necessary libraries
from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    """
    This function resizes all image files in a given folder to 32x32 pixels and overwrites the original files.
    
    Args:
        folder_path (str): The path to the folder containing the image files. Defaults to '/tmp'.
    """
    
    # Check if the folder exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return
    
    # Get a list of all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image file
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp', '.tiff')):
            # Open the image file
            img_path = os.path.join(folder_path, filename)
            try:
                with Image.open(img_path) as img:
                    # Resize the image to 32x32 pixels
                    img = img.resize((32, 32))
                    # Save the resized image, overwriting the original file
                    img.save(img_path)
                    print(f"Resized {filename} to 32x32 pixels.")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

if __name__ == "__main__":
    resize_image()
And got the output: Resized random_image_7.jpeg to 32x32 pixels. Resized random_image_8.jpg to 32x32 pixels. Resized random_image_6.jpg to 32x32 pixels. Resized random_image_1.jpg to 32x32 pixels. Resized random_image_5.jpeg to 32x32 pixels. Resized random_image_9.jpeg to 32x32 pixels. Resized random_image_10.jpg to 32x32 pixels. Resized random_image_4.jpg to 32x32 pixels. Resized random_image_2.jpeg to 32x32 pixels. Resized random_image_3.jpg to 32x32 pixels.

PyFunc

final: True Resulting in output: True