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, here's a Python script that achieves what you're looking for using the Pillow library. This script will resize all image files found in a specified directory (defaulting to `/tmp`) to 32x32 pixels. Please ensure you have the Pillow library installed in your environment. You can install it via pip if you haven't done so: 

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pip install Pillow
Here's the script: 
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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Construct full file path
        file_path = os.path.join(folder_path, filename)
        try:
            # Attempt to open an image file
            with Image.open(file_path) as img:
                # Resize the image
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the existing image
                img.save(file_path)
                print(f"Resized {filename}")
        except IOError:
            # If file is not an image or cannot be opened, skip to the next one
            print(f"Skipping {filename}, not an image or cannot be opened.")

if __name__ == "__main__":
    import sys
    # Check if a folder path is provided as a command line argument
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder_path)
Save the above script as `code.py` and run it from your terminal or command prompt. You can specify a folder path as an argument, or it will default to `/tmp` if no argument is provided. For example, to run the script on the default `/tmp` folder, simply execute: 
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python code.py
Or, to run it on a different folder, provide the path as an argument: 
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python code.py /path/to/your/folder
**Note:** This script will overwrite the original images with the resized versions. It's recommended to back up your images or test the script on a copy of your data to prevent accidental data loss.

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'):
    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Construct full file path
        file_path = os.path.join(folder_path, filename)
        try:
            # Attempt to open an image file
            with Image.open(file_path) as img:
                # Resize the image
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the existing image
                img.save(file_path)
                print(f"Resized {filename}")
        except IOError:
            # If file is not an image or cannot be opened, skip to the next one
            print(f"Skipping {filename}, not an image or cannot be opened.")

if __name__ == "__main__":
    # Check if a folder path is provided as a command line argument
    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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import os
import sys
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Construct full file path
        file_path = os.path.join(folder_path, filename)
        try:
            # Attempt to open an image file
            with Image.open(file_path) as img:
                # Resize the image
                img = img.resize((32, 32), Image.ANTIALIAS)
                # Overwrite the existing image
                img.save(file_path)
                print(f"Resized {filename}")
        except IOError:
            # If file is not an image or cannot be opened, skip to the next one
            print(f"Skipping {filename}, not an image or cannot be opened.")

if __name__ == "__main__":
    # Check if a folder path is provided as a command line argument
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_image(folder_path)
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 26, in <module> resize_image(folder_path) File "/usr/src/app/main.py", line 15, in resize_image img = img.resize((32, 32), Image.ANTIALIAS) ^^^^^^^^^^^^^^^ AttributeError: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (444, 337) 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

To perform the task you've outlined, you'll need to have the Pillow library installed in your Python environment. If you haven't installed it yet, you can do so by running `pip install Pillow` from your command line. The following Python script does what you've requested. It searches for image files in the specified folder (defaulting to `/tmp`), resizes them to 32x32 pixels, and overwrites the original files with the resized images. Note that this script assumes that the image files it finds are compatible with Pillow's image handling capabilities (common formats like JPG, PNG, etc., should be fine). Please replace the contents of `code.py` with the following code: 

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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == '__main__':
    resize_images_in_folder()  # You can pass a different folder path here
This script walks through the directory specified by `folder_path` and its subdirectories, looking for files with extensions listed in `supported_formats`. It then resizes each image it finds to 32x32 pixels and saves the resized image back to its original location, effectively overwriting the original file. **Important:** - This script overwrites the original images. If those images are important, make sure you have backups before running the script. - The `resize_images_in_folder` function defaults to the `/tmp` directory, but you can pass any valid path to the function when calling it from the `if __name__ == '__main__':` block. - The script assumes that all files with the specified extensions are valid images that Pillow can handle. If there are any files with these extensions that are not valid images, the script may raise an exception when attempting to open them.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == '__main__':
    resize_images_in_folder()  # You can pass a different folder path here

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == '__main__':
    resize_images_in_folder()  # You can pass a different folder path here
And got the output:

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

Certainly! Below is a Python script that uses the Pillow library (PIL) to resize all image files in a specified folder to 32x32 pixels. If you haven't already installed Pillow, you can do so by running `pip install Pillow` in your terminal or command prompt. This script assumes the default folder is `/tmp`, but you can specify a different folder path when running the script by providing it as an argument. For example: `python code.py /path/to/your/folder`. Here's the Python code: 

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import os
import sys
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    """
    Resize an image to the specified size.

    Parameters:
        image_path (str): The path to the image file.
        output_size (tuple): The desired output size in pixels, as (width, height).
    """
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path, extensions=['.jpg', '.jpeg', '.png', '.gif']):
    """
    Resize all images found in the specified folder to 32x32 pixels.

    Parameters:
        folder_path (str): The path to the folder containing images.
        extensions (list): A list of image file extensions to include.
    """
    for filename in os.listdir(folder_path):
        if any(filename.lower().endswith(ext) for ext in extensions):
            image_path = os.path.join(folder_path, filename)
            resize_image(image_path)
            print(f"Resized {filename}")

if __name__ == "__main__":
    # Default folder path
    default_folder = "/tmp"
    
    # Get folder path from command line argument if provided, else use default
    folder_path = sys.argv[1] if len(sys.argv) > 1 else default_folder
    
    resize_images_in_folder(folder_path)
    print("Image resizing complete.")
Make sure you replace `/tmp` with your desired default directory if necessary. This script checks each file in the specified folder; if the file ends with a common image file extension (`.jpg`, `.jpeg`, `.png`, `.gif`), it resizes the image to 32x32 pixels and overwrites the original file. Remember, this script overwrites the original images. If you need to keep the originals, you should modify the script to save the resized images to a different directory or with different filenames.

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(image_path, output_size=(32, 32)):
    """
    Resize an image to the specified size.

    Parameters:
        image_path (str): The path to the image file.
        output_size (tuple): The desired output size in pixels, as (width, height).
    """
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path, extensions=['.jpg', '.jpeg', '.png', '.gif']):
    """
    Resize all images found in the specified folder to 32x32 pixels.

    Parameters:
        folder_path (str): The path to the folder containing images.
        extensions (list): A list of image file extensions to include.
    """
    for filename in os.listdir(folder_path):
        if any(filename.lower().endswith(ext) for ext in extensions):
            image_path = os.path.join(folder_path, filename)
            resize_image(image_path)
            print(f"Resized {filename}")

if __name__ == "__main__":
    # Default folder path
    default_folder = "/tmp"
    
    # Get folder path from command line argument if provided, else use default
    folder_path = sys.argv[1] if len(sys.argv) > 1 else default_folder
    
    resize_images_in_folder(folder_path)
    print("Image resizing complete.")

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    """
    Resize an image to the specified size.

    Parameters:
        image_path (str): The path to the image file.
        output_size (tuple): The desired output size in pixels, as (width, height).
    """
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path, extensions=['.jpg', '.jpeg', '.png', '.gif']):
    """
    Resize all images found in the specified folder to 32x32 pixels.

    Parameters:
        folder_path (str): The path to the folder containing images.
        extensions (list): A list of image file extensions to include.
    """
    for filename in os.listdir(folder_path):
        if any(filename.lower().endswith(ext) for ext in extensions):
            image_path = os.path.join(folder_path, filename)
            resize_image(image_path)
            print(f"Resized {filename}")

if __name__ == "__main__":
    # Default folder path
    default_folder = "/tmp"
    
    # Get folder path from command line argument if provided, else use default
    folder_path = sys.argv[1] if len(sys.argv) > 1 else default_folder
    
    resize_images_in_folder(folder_path)
    print("Image resizing complete.")
And got the output: Resized random_image_5.jpg Resized random_image_1.jpeg Resized random_image_9.jpg Resized random_image_8.jpg Resized random_image_7.jpg Resized random_image_4.jpeg Resized random_image_2.jpeg Resized random_image_3.jpg Resized random_image_10.jpeg Resized random_image_6.jpeg Image resizing complete.

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

Certainly! Below is a Python script that accomplishes what you've described. This script uses Pillow, a fork of the Python Imaging Library (PIL), to resize image files found in a specified folder to 32x32 pixels. It overwrites the original images with the resized versions. By default, it operates on the `/tmp` directory but can be easily modified to target a different location. Before running the script, ensure that you have Pillow installed in your environment. If you haven't installed Pillow yet, you can do so by running: 

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pip install Pillow
Here's the Python script: 
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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove file formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    resize_images_in_folder()
Instructions: 1. Save this script to a file, for instance, `code.py`. 2. Open your terminal or command prompt. 3. Navigate to the directory where you saved `code.py`. 4. Execute the script by running `python code.py`. The script will automatically resize all images in the `/tmp` directory (and its subdirectories) to 32x32 pixels, overwriting the original files. Be cautious as this will permanently alter the images in the specified directory. It's highly recommended to back up your images or work on copies if the originals are irreplaceable.

Extract Code

I extracted the following code from that output: 

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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove file formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    resize_images_in_folder()

Run Code Interpreter

Running the following program: 

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import os
from PIL import Image

def resize_image(image_path, output_size=(32, 32)):
    with Image.open(image_path) as img:
        img = img.resize(output_size)
        img.save(image_path)

def resize_images_in_folder(folder_path='/tmp'):
    supported_formats = ('.jpg', '.jpeg', '.png', '.bmp', '.gif')  # Add or remove file formats as needed
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_formats):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    resize_images_in_folder()
And got the output:

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

To accomplish the task of resizing image files to 32x32 pixels within a specified folder using Pillow (PIL), you can use the following Python script. This script will search for image files in the provided folder path (defaulting to `/tmp` if no path is given) and resize any images it finds to 32x32 pixels, overwriting the original files. First, ensure you have Pillow installed in your Python environment. You can install it using pip if you haven't already: 

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pip install Pillow
Then, you can use the following Python code for the script: 
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import os
import sys
from PIL import Image

def resize_image(image_path):
    """
    Resizes an image to 32x32 pixels and overwrites the original image.
    """
    try:
        with Image.open(image_path) as img:
            img = img.resize((32, 32), Image.ANTIALIAS)
            img.save(image_path)
            print(f"Resized {image_path}")
    except Exception as e:
        print(f"Failed to resize {image_path}: {e}")

def resize_images_in_folder(folder_path='/tmp'):
    """
    Looks for all the image files in the specified folder and resizes them to 32x32.
    """
    supported_extensions = ('.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.webp')
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_extensions):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    # Default folder is /tmp, but you can specify a different path as an argument.
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_images_in_folder(folder_path)
To run this script, save it to a file (e.g., `code.py`) and execute it using Python. You can specify the folder path as an argument when running the script. If no argument is given, it will default to `/tmp`. 
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python code.py /path/to/your/folder
Replace `/path/to/your/folder` with the actual path to the folder containing the images you want to resize. If you want to use the default `/tmp` folder, you can simply run: 
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python code.py
This script will recursively search the specified folder for image files with the extensions defined in `supported_extensions` and resize them to 32x32 pixels.

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(image_path):
    """
    Resizes an image to 32x32 pixels and overwrites the original image.
    """
    try:
        with Image.open(image_path) as img:
            img = img.resize((32, 32), Image.ANTIALIAS)
            img.save(image_path)
            print(f"Resized {image_path}")
    except Exception as e:
        print(f"Failed to resize {image_path}: {e}")

def resize_images_in_folder(folder_path='/tmp'):
    """
    Looks for all the image files in the specified folder and resizes them to 32x32.
    """
    supported_extensions = ('.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.webp')
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_extensions):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    # Default folder is /tmp, but you can specify a different path as an argument.
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_images_in_folder(folder_path)

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(image_path):
    """
    Resizes an image to 32x32 pixels and overwrites the original image.
    """
    try:
        with Image.open(image_path) as img:
            img = img.resize((32, 32), Image.ANTIALIAS)
            img.save(image_path)
            print(f"Resized {image_path}")
    except Exception as e:
        print(f"Failed to resize {image_path}: {e}")

def resize_images_in_folder(folder_path='/tmp'):
    """
    Looks for all the image files in the specified folder and resizes them to 32x32.
    """
    supported_extensions = ('.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.webp')
    for root, dirs, files in os.walk(folder_path):
        for file in files:
            if file.lower().endswith(supported_extensions):
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    # Default folder is /tmp, but you can specify a different path as an argument.
    folder_path = sys.argv[1] if len(sys.argv) > 1 else '/tmp'
    resize_images_in_folder(folder_path)
And got the output: Failed to resize /tmp/random_image_8.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_6.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_1.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_2.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_5.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_7.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_4.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_9.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_3.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize /tmp/random_image_10.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (489, 703) final: False Resulting in output: False