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 os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    """
    Resize all image files in the specified folder to 32x32 pixels and overwrite them.

    :param folder_path: Path to the folder containing images. Defaults to '/tmp'.
    """
    # Define supported image file extensions
    image_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')

    # Check if the provided folder path exists and is a directory
    if not os.path.isdir(folder_path):
        print(f"Error: The folder path '{folder_path}' does not exist or is not a directory.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32 pixels using high-quality downsampling
                    resized_img = img.resize((32, 32), Image.LANCZOS)
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                print(f"Resized: {filename}")
            except Exception as e:
                print(f"Failed to resize '{filename}': {e}")

if __name__ == '__main__':
    # If a folder path is provided as a command-line argument, use it; otherwise, default to '/tmp'
    folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder)
**Usage:** 1. **Save the Code:** Save the above code to a file named `code.py`. 2. **Run the Script:** - **Using the Default Folder (`/tmp`):** 
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     python code.py
- **Specifying a Different Folder:** 
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     python code.py /path/to/your/folder
**Notes:** - **Dependencies:** Ensure that the Pillow library is installed. You can install it using pip: 
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  pip install Pillow
- **Supported Image Formats:** The script supports the following image formats based on their file extensions: - JPEG (`.jpg`, `.jpeg`) - PNG (`.png`) - BMP (`.bmp`) - GIF (`.gif`) - TIFF (`.tiff`) - **Error Handling:** The script includes basic error handling to notify you if an image cannot be processed. - **Overwriting Files:** The original images will be overwritten with their resized versions. If you want to keep the originals, consider modifying the script to save resized images to a different directory or with a different filename.

Extract Code

I extracted the following code from that output: 

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import os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    """
    Resize all image files in the specified folder to 32x32 pixels and overwrite them.

    :param folder_path: Path to the folder containing images. Defaults to '/tmp'.
    """
    # Define supported image file extensions
    image_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')

    # Check if the provided folder path exists and is a directory
    if not os.path.isdir(folder_path):
        print(f"Error: The folder path '{folder_path}' does not exist or is not a directory.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32 pixels using high-quality downsampling
                    resized_img = img.resize((32, 32), Image.LANCZOS)
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                print(f"Resized: {filename}")
            except Exception as e:
                print(f"Failed to resize '{filename}': {e}")

if __name__ == '__main__':
    # If a folder path is provided as a command-line argument, use it; otherwise, default to '/tmp'
    folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder)

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    """
    Resize all image files in the specified folder to 32x32 pixels and overwrite them.

    :param folder_path: Path to the folder containing images. Defaults to '/tmp'.
    """
    # Define supported image file extensions
    image_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')

    # Check if the provided folder path exists and is a directory
    if not os.path.isdir(folder_path):
        print(f"Error: The folder path '{folder_path}' does not exist or is not a directory.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                with Image.open(file_path) as img:
                    # Resize the image to 32x32 pixels using high-quality downsampling
                    resized_img = img.resize((32, 32), Image.LANCZOS)
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                print(f"Resized: {filename}")
            except Exception as e:
                print(f"Failed to resize '{filename}': {e}")

if __name__ == '__main__':
    # If a folder path is provided as a command-line argument, use it; otherwise, default to '/tmp'
    folder = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder)
And got the output: Resized: random_image_5.jpg Resized: random_image_7.jpeg Resized: random_image_9.jpg Resized: random_image_8.jpg Resized: random_image_1.jpg Resized: random_image_2.jpg Resized: random_image_10.jpg Resized: random_image_4.jpg Resized: random_image_3.jpeg Resized: random_image_6.jpeg

PyFunc

final: True Resulting in output: True

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

Sure! Below is a Python script named `code.py` that defines a `resize_image` function. This function takes a folder path as input, searches for all image files within that folder, resizes them to 32x32 pixels using the Pillow library, and overwrites the original images. If no folder path is provided when running the script, it defaults to `/tmp`. ### Prerequisites - **Python 3.x** installed on your system. - **Pillow** library installed. You can install it using pip: 

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  pip install Pillow
### Script (`code.py`) 
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import os
import sys
from PIL import Image

def resize_image(folder_path):
    """
    Resizes all image files in the specified folder to 32x32 pixels and overwrites them.

    Parameters:
    folder_path (str): The path to the folder containing image files.
    """
    # Define supported image extensions
    image_extensions = {'.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff'}

    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"Error: The folder '{folder_path}' does not exist.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)

        # Skip directories
        if os.path.isdir(file_path):
            continue

        # Check if the file has a supported image extension
        _, ext = os.path.splitext(filename)
        if ext.lower() not in image_extensions:
            continue

        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32 pixels
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and saved: {file_path}")
        except Exception as e:
            print(f"Failed to process {file_path}: {e}")

if __name__ == '__main__':
    # Set default folder to /tmp
    default_folder = '/tmp'

    # Check if a folder path is provided as a command-line argument
    if len(sys.argv) > 1:
        folder = sys.argv[1]
    else:
        folder = default_folder

    resize_image(folder)
### How to Use 1. **Save the Script**: Save the above code to a file named `code.py`. 2. **Run the Script**: - **Using the Default Folder (`/tmp`)**: 
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     python code.py
- **Specifying a Different Folder**: 
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     python code.py /path/to/your/folder
Replace `/path/to/your/folder` with the actual path to the folder containing your images. 3. **Output**: - The script will process each image file in the specified folder, resize it to 32x32 pixels, overwrite the original file, and print a confirmation message. - If it encounters any issues while processing a file (e.g., corrupted image), it will print an error message for that specific file. ### Notes - **Supported Image Formats**: The script currently supports `.jpg`, `.jpeg`, `.png`, `.bmp`, `.gif`, and `.tiff` files. You can add more extensions to the `image_extensions` set if needed. - **Error Handling**: The script includes basic error handling to skip non-image files and handle exceptions that may occur during the image processing. - **Overwrite Warning**: This script overwrites the original images. Make sure to back up your images if you need to retain the original sizes. Feel free to customize the script further based on your requirements!

Extract Code

I extracted the following code from that output: 

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import os
import sys
from PIL import Image

def resize_image(folder_path):
    """
    Resizes all image files in the specified folder to 32x32 pixels and overwrites them.

    Parameters:
    folder_path (str): The path to the folder containing image files.
    """
    # Define supported image extensions
    image_extensions = {'.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff'}

    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"Error: The folder '{folder_path}' does not exist.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)

        # Skip directories
        if os.path.isdir(file_path):
            continue

        # Check if the file has a supported image extension
        _, ext = os.path.splitext(filename)
        if ext.lower() not in image_extensions:
            continue

        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32 pixels
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and saved: {file_path}")
        except Exception as e:
            print(f"Failed to process {file_path}: {e}")

if __name__ == '__main__':
    # Set default folder to /tmp
    default_folder = '/tmp'

    # Check if a folder path is provided as a command-line argument
    if len(sys.argv) > 1:
        folder = sys.argv[1]
    else:
        folder = default_folder

    resize_image(folder)

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(folder_path):
    """
    Resizes all image files in the specified folder to 32x32 pixels and overwrites them.

    Parameters:
    folder_path (str): The path to the folder containing image files.
    """
    # Define supported image extensions
    image_extensions = {'.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff'}

    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"Error: The folder '{folder_path}' does not exist.")
        return

    # Iterate over all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)

        # Skip directories
        if os.path.isdir(file_path):
            continue

        # Check if the file has a supported image extension
        _, ext = os.path.splitext(filename)
        if ext.lower() not in image_extensions:
            continue

        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32 pixels
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and saved: {file_path}")
        except Exception as e:
            print(f"Failed to process {file_path}: {e}")

if __name__ == '__main__':
    # Set default folder to /tmp
    default_folder = '/tmp'

    # Check if a folder path is provided as a command-line argument
    if len(sys.argv) > 1:
        folder = sys.argv[1]
    else:
        folder = default_folder

    resize_image(folder)
And got the output: Failed to process /tmp/random_image_5.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_1.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_7.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_6.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_4.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_9.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_2.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_3.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_8.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to process /tmp/random_image_10.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (106, 479) final: False Resulting in output: False