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

Here's the Python code for the `resize_image` function that resizes all the image files in a specified folder (default: `/tmp`) to 32x32 using the Pillow library: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full file path
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if os.path.isfile(file_path) and file_path.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                print(f"Resized: {file_path}")
            except Exception as e:
                print(f"Error resizing {file_path}: {str(e)}")

# Call the resize_image function with the default folder path
resize_image()
To run this code, save it as a Python file (e.g., `code.py`) and execute it using the command `python code.py` in your terminal or command prompt. Here's how the code works: 1. The necessary modules, `os` and `PIL` (Pillow), are imported. 2. The `resize_image` function is defined, which takes an optional `folder_path` parameter with a default value of `'/tmp'`. 3. Inside the function, `os.listdir()` is used to get a list of all files in the specified folder. 4. The code iterates over each file in the folder using a `for` loop. 5. For each file, the full file path is constructed using `os.path.join()`. 6. It checks if the file is an image by verifying if it is a file and if its extension is one of the supported image formats (`.png`, `.jpg`, `.jpeg`, `.gif`) using `os.path.isfile()` and the `endswith()` method. 7. If the file is an image, the code attempts to open it using `Image.open()` from the Pillow library. 8. The image is resized to 32x32 using the `resize()` method of the image object. 9. The resized image is saved back to the original file path using the `save()` method, effectively overwriting the original image. 10. If the resizing is successful, a success message is printed; otherwise, an error message is printed if an exception occurs. 11. Finally, the `resize_image` function is called with the default folder path (`/tmp`). This code will resize all the image files found in the specified folder (default: `/tmp`) to 32x32 and overwrite the original files with the resized versions. Note: Make sure you have the Pillow library installed (`pip install pillow`) before running the code.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full file path
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if os.path.isfile(file_path) and file_path.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                print(f"Resized: {file_path}")
            except Exception as e:
                print(f"Error resizing {file_path}: {str(e)}")

# Call the resize_image function with the default folder path
resize_image()

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full file path
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if os.path.isfile(file_path) and file_path.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                print(f"Resized: {file_path}")
            except Exception as e:
                print(f"Error resizing {file_path}: {str(e)}")

# Call the resize_image function with the default folder path
resize_image()
And got the output: Resized: /tmp/random_image_5.jpg Resized: /tmp/random_image_1.jpeg Resized: /tmp/random_image_7.jpg Resized: /tmp/random_image_4.jpeg Resized: /tmp/random_image_9.jpeg Resized: /tmp/random_image_10.jpg Resized: /tmp/random_image_2.jpeg Resized: /tmp/random_image_3.jpg Resized: /tmp/random_image_8.jpeg Resized: /tmp/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

Here's the Python code for the `resize_image` function that resizes all the image files in a specified folder (default is `/tmp`) to 32x32 using the Pillow library: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full path of the file
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Call the resize_image function with the default folder path
resize_image()
To run this code, save it as a Python file (e.g., `resize_images.py`) and run it using the command `python resize_images.py` in the terminal or command prompt. The `resize_image` function does the following: 1. It takes an optional `folder_path` parameter, which defaults to `/tmp` if not provided. 2. It uses `os.listdir()` to get a list of all files in the specified folder. 3. It iterates over each file in the folder. 4. For each file, it checks if the file extension is one of the supported image formats (PNG, JPG, JPEG, GIF) using a case-insensitive comparison. 5. If the file is an image, it opens the image using `Image.open()` from the Pillow library. 6. It resizes the image to 32x32 using the `resize()` method. 7. It overwrites the original image with the resized image using the `save()` method. 8. If any error occurs during the resizing process, it prints an error message with the file name and the exception details. 9. Finally, it calls the `resize_image` function with the default folder path (`/tmp`). Make sure you have the Pillow library installed before running the code. You can install it using the following command: 
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pip install pillow
Note: Be cautious when running this code, as it will overwrite the original image files in the specified folder with the resized versions.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full path of the file
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Call the resize_image function with the default folder path
if __name__ == '__main__':
    resize_image()

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Get the full path of the file
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Call the resize_image function with the default folder path
if __name__ == '__main__':
    resize_image()
And got the output: Resized random_image_1.jpeg to 32x32 Resized random_image_7.jpeg to 32x32 Resized random_image_9.jpg to 32x32 Resized random_image_5.jpeg to 32x32 Resized random_image_4.jpg to 32x32 Resized random_image_2.jpeg to 32x32 Resized random_image_3.jpeg to 32x32 Resized random_image_8.jpeg to 32x32 Resized random_image_10.jpeg to 32x32 Resized random_image_6.jpeg to 32x32

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

Here's the Python code for the `resize_image` function that resizes all the image files in a specified folder to 32x32 and overwrites them using the Pillow library: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Get a list of all files in the folder
    files = os.listdir(folder_path)

    # Loop through each file
    for file in files:
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Set the default folder path
default_folder = "/tmp"

# Call the resize_image function with the default folder
resize_image(default_folder)
To run this code, save it as a Python file (e.g., `resize_images.py`) and run it using the command `python resize_images.py`. Here's how the code works: 1. We import the necessary modules: `os` for file and folder operations, and `PIL` (Pillow) for image processing. 2. We define the `resize_image` function that takes a `folder_path` as input. 3. Inside the function, we use `os.listdir()` to get a list of all files in the specified folder. 4. We loop through each file in the folder. 5. For each file, we construct the full file path by joining the folder path and the file name using `os.path.join()`. 6. We check if the file is an image by checking its extension using the `endswith()` method. We consider common image extensions like PNG, JPG, JPEG, GIF, and BMP. 7. If the file is an image, we use a `try-except` block to handle any potential errors during image processing. 8. Inside the `try` block, we open the image using `Image.open()` from the Pillow library. 9. We resize the image to 32x32 using the `resize()` method and store the resized image in the `resized_img` variable. 10. We overwrite the original image with the resized image using the `save()` method. 11. We print a message indicating that the image has been resized. 12. If an exception occurs during image processing, we catch it in the `except` block and print an error message. 13. Outside the function, we set the default folder path to `/tmp`. 14. Finally, we call the `resize_image` function with the default folder path. This code will resize all the image files in the `/tmp` folder to 32x32 and overwrite the original images. You can modify the `default_folder` variable to specify a different folder path if needed.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Get a list of all files in the folder
    files = os.listdir(folder_path)

    # Loop through each file
    for file in files:
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Set the default folder path
default_folder = "/tmp"

# Call the resize_image function with the default folder
resize_image(default_folder)

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Get a list of all files in the folder
    files = os.listdir(folder_path)

    # Loop through each file
    for file in files:
        file_path = os.path.join(folder_path, file)

        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.bmp')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))

                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)

                    print(f"Resized {file} to 32x32")
            except Exception as e:
                print(f"Error resizing {file}: {str(e)}")

# Set the default folder path
default_folder = "/tmp"

# Call the resize_image function with the default folder
resize_image(default_folder)
And got the output: Resized random_image_5.jpg to 32x32 Resized random_image_8.jpg to 32x32 Resized random_image_1.jpg to 32x32 Resized random_image_7.jpg to 32x32 Resized random_image_4.jpeg to 32x32 Resized random_image_9.jpeg to 32x32 Resized random_image_2.jpeg to 32x32 Resized random_image_3.jpg to 32x32 Resized random_image_10.jpeg to 32x32 Resized random_image_6.jpeg to 32x32

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

Here's the Python code for the `resize_image` function that resizes all the image files in a specified folder (default is `/tmp`) to 32x32 and overwrites them using the Pillow library: 

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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            # Open the image using Pillow
            image_path = os.path.join(folder_path, file)
            with Image.open(image_path) as image:
                # Resize the image to 32x32
                resized_image = image.resize((32, 32))

                # Overwrite the original image with the resized image
                resized_image.save(image_path)
                print(f"Resized {file} to 32x32")

# Call the resize_image function with the default folder path
resize_image()
To run this code, save it as a Python file (e.g., `resize_images.py`) and execute it using the command `python resize_images.py` in the terminal or command prompt. Here's a breakdown of the code: 1. The necessary libraries, `PIL` (Pillow) and `os`, are imported. 2. The `resize_image` function is defined, which takes an optional `folder_path` parameter (default is `/tmp`). 3. `os.listdir(folder_path)` is used to get a list of all files in the specified folder. 4. The code iterates over each file in the folder using a `for` loop. 5. For each file, it checks if the file extension is one of the common image formats (PNG, JPG, JPEG, GIF) using the `str.lower()` and `str.endswith()` methods. 6. If the file is an image, it constructs the full image path by joining the `folder_path` and the `file` name using `os.path.join()`. 7. The image is opened using `Image.open()` from the Pillow library. 8. The image is resized to 32x32 using the `resize()` method of the image object, specifying the desired size as a tuple `(32, 32)`. 9. The resized image is saved back to the same file path using the `save()` method, overwriting the original image. 10. A message is printed to indicate that the image has been resized. 11. Finally, the `resize_image` function is called with the default folder path (`/tmp`). Make sure you have the Pillow library installed (`pip install pillow`) before running the code. Note: This code assumes that you have write permissions for the specified folder and the image files within it. Also, be cautious when running this code, as it will overwrite the original image files with the resized versions.

Extract Code

I extracted the following code from that output: 

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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            # Open the image using Pillow
            image_path = os.path.join(folder_path, file)
            with Image.open(image_path) as image:
                # Resize the image to 32x32
                resized_image = image.resize((32, 32))

                # Overwrite the original image with the resized image
                resized_image.save(image_path)
                print(f"Resized {file} to 32x32")

# Call the resize_image function with the default folder path
resize_image()

Run Code Interpreter

Running the following program: 

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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # Get a list of all files in the specified folder
    files = os.listdir(folder_path)

    # Iterate over each file
    for file in files:
        # Check if the file is an image
        if file.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            # Open the image using Pillow
            image_path = os.path.join(folder_path, file)
            with Image.open(image_path) as image:
                # Resize the image to 32x32
                resized_image = image.resize((32, 32))

                # Overwrite the original image with the resized image
                resized_image.save(image_path)
                print(f"Resized {file} to 32x32")

# Call the resize_image function with the default folder path
resize_image()
And got the output: Resized random_image_1.jpeg to 32x32 Resized random_image_7.jpeg to 32x32 Resized random_image_9.jpg to 32x32 Resized random_image_8.jpg to 32x32 Resized random_image_5.jpeg to 32x32 Resized random_image_4.jpeg to 32x32 Resized random_image_2.jpeg to 32x32 Resized random_image_3.jpg to 32x32 Resized random_image_10.jpeg to 32x32 Resized random_image_6.jpeg to 32x32

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

Here's the Python code for the `resize_image` function that resizes all the image files in a specified folder to 32x32 and overwrites them using the Pillow library: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Loop through all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)
        
        # Check if the file is an image
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {filename} to 32x32")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

# Set the default folder path
folder_path = '/tmp'

# Call the resize_image function with the folder path
resize_image(folder_path)
To run the code, save it as a Python file (e.g., `resize_images.py`) and execute it using the command `python resize_images.py` in your terminal or command prompt. Here's how the code works: 1. It imports the necessary modules: `os` for file and folder operations and `Image` from the Pillow library for image manipulation. 2. The `resize_image` function takes a `folder_path` as input, which is the path to the folder containing the image files. 3. It loops through all the files in the specified folder using `os.listdir(folder_path)`. 4. For each file, it checks if it is a file (not a directory) and if its extension is one of the supported image formats (PNG, JPG, JPEG, GIF) using `os.path.isfile(file_path)` and `filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif'))`. 5. If the file is an image, it opens the image using `Image.open(file_path)` from the Pillow library. 6. It resizes the image to 32x32 using `img.resize((32, 32))` and assigns the resized image to the variable `resized_img`. 7. It overwrites the original image with the resized image using `resized_img.save(file_path)`. 8. If any error occurs during the resizing process, it prints an error message with the filename and the error details. 9. The default folder path is set to `/tmp`, but you can modify it to any other folder path as needed. 10. Finally, the `resize_image` function is called with the specified folder path to resize all the image files in that folder. Note: Make sure you have the Pillow library installed before running the code. You can install it using `pip install pillow`.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Loop through all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)
        
        # Check if the file is an image
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {filename} to 32x32")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

# Set the default folder path
folder_path = '/tmp'

# Call the resize_image function with the folder path
resize_image(folder_path)

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(folder_path):
    # Loop through all files in the folder
    for filename in os.listdir(folder_path):
        file_path = os.path.join(folder_path, filename)
        
        # Check if the file is an image
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.gif')):
            try:
                # Open the image using Pillow
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    resized_img = img.resize((32, 32))
                    
                    # Overwrite the original image with the resized image
                    resized_img.save(file_path)
                    
                    print(f"Resized {filename} to 32x32")
            except Exception as e:
                print(f"Error resizing {filename}: {str(e)}")

# Set the default folder path
folder_path = '/tmp'

# Call the resize_image function with the folder path
resize_image(folder_path)
And got the output: Resized random_image_7.jpeg to 32x32 Resized random_image_8.jpg to 32x32 Resized random_image_1.jpg to 32x32 Resized random_image_5.jpeg to 32x32 Resized random_image_9.jpeg to 32x32 Resized random_image_10.jpg to 32x32 Resized random_image_4.jpg to 32x32 Resized random_image_2.jpeg to 32x32 Resized random_image_3.jpeg to 32x32 Resized random_image_6.jpeg to 32x32

PyFunc

final: True Resulting in output: True