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 the Python code that uses the Pillow library to resize all images in a specified folder to 32x32 pixels and overwrite them. The default folder is set to `/tmp`. Please make sure you have the Pillow library installed. You can install it using pip: 

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pip install pillow
Here's the Python code: 
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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # List of image extensions to consider
    image_extensions = ('.png', '.jpg', '.jpeg', '.bmp', '.gif', '.tiff')

    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image based on its extension
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                # Open the image
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    img = img.resize((32, 32), Image.ANTIALIAS)
                    # Save the image, overwriting the original file
                    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__":
    resize_image()
To run this code, save it to a file named `code.py` and execute: 
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python code.py
This script will by default look in the `/tmp` directory, but you can modify the `resize_image` function call in the `if __name__ == "__main__":` block to pass a different folder path if needed.

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'):
    # List of image extensions to consider
    image_extensions = ('.png', '.jpg', '.jpeg', '.bmp', '.gif', '.tiff')

    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image based on its extension
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                # Open the image
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    img = img.resize((32, 32), Image.ANTIALIAS)
                    # Save the image, overwriting the original file
                    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__":
    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'):
    # List of image extensions to consider
    image_extensions = ('.png', '.jpg', '.jpeg', '.bmp', '.gif', '.tiff')

    # Iterate through all files in the folder
    for filename in os.listdir(folder_path):
        # Check if the file is an image based on its extension
        if filename.lower().endswith(image_extensions):
            file_path = os.path.join(folder_path, filename)
            try:
                # Open the image
                with Image.open(file_path) as img:
                    # Resize the image to 32x32
                    img = img.resize((32, 32), Image.ANTIALIAS)
                    # Save the image, overwriting the original file
                    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__":
    resize_image()
And got the output: Error processing /tmp/random_image_5.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_7.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_8.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_1.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_2.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_4.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_9.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_10.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_3.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error processing /tmp/random_image_6.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (649, 244) 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

Certainly! Below is the Python code for the `resize_image` function that resizes all image files in a given folder to 32x32 pixels using the Pillow library. The default folder path is set to `/tmp`. 

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import os
from PIL import Image

def resize_image(folder_path='/tmp'):
    # Check if the folder exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return

    # Iterate 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Save the image, overwriting the original file
                img.save(file_path)
                print(f"Resized and saved {filename}")
        except IOError:
            # If the file is not an image, continue to the next file
            print(f"Skipping non-image file: {filename}")

if __name__ == "__main__":
    resize_image()
Save this code in a file called `code.py`. You can run the script from the command line using: 
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python code.py
This script will resize all images in the `/tmp` directory to 32x32 pixels and overwrite the original files. If you want to specify a different folder, you can change the `folder_path` argument when calling the `resize_image` function.

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

    # Iterate 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Save the image, overwriting the original file
                img.save(file_path)
                print(f"Resized and saved {filename}")
        except IOError:
            # If the file is not an image, continue to the next file
            print(f"Skipping non-image file: {filename}")

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

    # Iterate 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Save the image, overwriting the original file
                img.save(file_path)
                print(f"Resized and saved {filename}")
        except IOError:
            # If the file is not an image, continue to the next file
            print(f"Skipping non-image file: {filename}")

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

Certainly! Below is a Python script that uses the Pillow library to resize all image files in a specified folder to 32x32 pixels and overwrite them. The default folder is set to `/tmp`. Before running the script, ensure you have the Pillow library installed. You can install it using pip: 

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

def resize_image(folder_path='/tmp'):
    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"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)
        
        # Check if it is a file and has an image extension
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif')):
            try:
                # Open an image file
                with Image.open(file_path) as img:
                    # Resize image to 32x32
                    img = img.resize((32, 32))
                    # Overwrite the existing image file
                    img.save(file_path)
                    print(f"Resized and overwritten: {file_path}")
            except Exception as e:
                print(f"Failed to process {file_path}: {e}")

if __name__ == "__main__":
    resize_image()
To run this script, save it as `code.py` and execute it using the following command: 
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python code.py
This script will: 1. Use the default folder (`/tmp`) or the folder path you provide. 2. Look for all image files (with extensions `.png`, `.jpg`, `.jpeg`, `.bmp`, `.gif`). 3. Resize each image to 32x32 pixels. 4. Overwrite the original image files with the resized versions. Feel free to change the default folder path or provide a different one when calling the `resize_image` function.

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'):
    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"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)
        
        # Check if it is a file and has an image extension
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif')):
            try:
                # Open an image file
                with Image.open(file_path) as img:
                    # Resize image to 32x32
                    img = img.resize((32, 32))
                    # Overwrite the existing image file
                    img.save(file_path)
                    print(f"Resized and overwritten: {file_path}")
            except Exception as e:
                print(f"Failed to process {file_path}: {e}")

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'):
    # Check if the folder exists
    if not os.path.isdir(folder_path):
        print(f"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)
        
        # Check if it is a file and has an image extension
        if os.path.isfile(file_path) and filename.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif')):
            try:
                # Open an image file
                with Image.open(file_path) as img:
                    # Resize image to 32x32
                    img = img.resize((32, 32))
                    # Overwrite the existing image file
                    img.save(file_path)
                    print(f"Resized and overwritten: {file_path}")
            except Exception as e:
                print(f"Failed to process {file_path}: {e}")

if __name__ == "__main__":
    resize_image()
And got the output: Resized and overwritten: /tmp/random_image_5.jpg Resized and overwritten: /tmp/random_image_9.jpg Resized and overwritten: /tmp/random_image_8.jpg Resized and overwritten: /tmp/random_image_1.jpg Resized and overwritten: /tmp/random_image_7.jpg Resized and overwritten: /tmp/random_image_4.jpeg Resized and overwritten: /tmp/random_image_2.jpeg Resized and overwritten: /tmp/random_image_3.jpeg Resized and overwritten: /tmp/random_image_10.jpeg Resized and overwritten: /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

Certainly! Below is the Python code using the `Pillow` library to resize all images in the specified folder to 32x32 pixels and overwrite them with the resized versions. The default folder is set to `/tmp`: 

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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # List of supported image extensions
    supported_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')
    
    # Iterate over all files in the provided folder path
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(supported_extensions):
            file_path = os.path.join(folder_path, filename)
            
            # Open an image file
            with Image.open(file_path) as img:
                # Resize image to 32x32
                img_resized = img.resize((32, 32))
                
                # Overwrite the original image with the resized image
                img_resized.save(file_path)
                print(f"Resized and saved: {file_path}")

if __name__ == "__main__":
    resize_image()
To run this code, save it to a file, for example `code.py`, and then execute it with the command: 
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python code.py
This will resize all image files in the `/tmp` folder to 32x32 pixels and overwrite the original images with the resized versions. If you wish to specify a different folder, you can modify the `folder_path` parameter when calling the `resize_image` function.

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'):
    # List of supported image extensions
    supported_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')
    
    # Iterate over all files in the provided folder path
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(supported_extensions):
            file_path = os.path.join(folder_path, filename)
            
            # Open an image file
            with Image.open(file_path) as img:
                # Resize image to 32x32
                img_resized = img.resize((32, 32))
                
                # Overwrite the original image with the resized image
                img_resized.save(file_path)
                print(f"Resized and saved: {file_path}")

if __name__ == "__main__":
    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'):
    # List of supported image extensions
    supported_extensions = ('.jpg', '.jpeg', '.png', '.bmp', '.gif', '.tiff')
    
    # Iterate over all files in the provided folder path
    for filename in os.listdir(folder_path):
        if filename.lower().endswith(supported_extensions):
            file_path = os.path.join(folder_path, filename)
            
            # Open an image file
            with Image.open(file_path) as img:
                # Resize image to 32x32
                img_resized = img.resize((32, 32))
                
                # Overwrite the original image with the resized image
                img_resized.save(file_path)
                print(f"Resized and saved: {file_path}")

if __name__ == "__main__":
    resize_image()
And got the output: Resized and saved: /tmp/random_image_5.jpg Resized and saved: /tmp/random_image_7.jpeg Resized and saved: /tmp/random_image_9.jpg Resized and saved: /tmp/random_image_6.jpg Resized and saved: /tmp/random_image_1.jpg Resized and saved: /tmp/random_image_10.jpg Resized and saved: /tmp/random_image_4.jpg Resized and saved: /tmp/random_image_2.jpeg Resized and saved: /tmp/random_image_3.jpg Resized and saved: /tmp/random_image_8.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, here's a Python script that uses the Pillow library to resize all images in a specified folder to 32x32 pixels and overwrite them. The default folder path is set to `/tmp`. 

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from PIL import Image
import os

def resize_image(folder_path='/tmp'):
    # Checking if the provided path exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return

    # 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and overwritten: {file_path}")
        except IOError:
            # If the file is not an image, skip it
            continue

if __name__ == "__main__":
    resize_image()
Save this script to a file named `code.py`, and you can run it using the command: 
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python code.py
This script will resize all image files in the `/tmp` directory to 32x32 pixels and overwrite the original files. If you want to specify a different folder, you can modify the function call in the `if __name__ == "__main__"` block.

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

    # 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and overwritten: {file_path}")
        except IOError:
            # If the file is not an image, skip it
            continue

if __name__ == "__main__":
    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'):
    # Checking if the provided path exists
    if not os.path.exists(folder_path):
        print(f"The folder {folder_path} does not exist.")
        return

    # 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
        try:
            with Image.open(file_path) as img:
                # Resize the image to 32x32
                img = img.resize((32, 32))
                # Overwrite the original image
                img.save(file_path)
                print(f"Resized and overwritten: {file_path}")
        except IOError:
            # If the file is not an image, skip it
            continue

if __name__ == "__main__":
    resize_image()
And got the output: Resized and overwritten: /tmp/random_image_5.jpg Resized and overwritten: /tmp/random_image_7.jpeg Resized and overwritten: /tmp/random_image_1.jpg Resized and overwritten: /tmp/random_image_2.jpg Resized and overwritten: /tmp/random_image_9.jpeg Resized and overwritten: /tmp/random_image_4.jpg Resized and overwritten: /tmp/random_image_3.jpg Resized and overwritten: /tmp/random_image_8.jpeg Resized and overwritten: /tmp/random_image_10.jpeg Resized and overwritten: /tmp/random_image_6.jpeg

PyFunc

final: True Resulting in output: True