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 is a Python script that uses the Pillow library to resize all images in a directory to 32x32. The script will use '/tmp' as the default directory if none is provided. 

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import os
import sys
from PIL import Image

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

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Failed to resize image: {img_path} due to {e}")

if __name__ == "__main__":
    if len(sys.argv) > 1:
        resize_image(sys.argv[1])
    else:
        resize_image()
You can run this script with `python code.py` to resize all images in '/tmp', or `python code.py /path/to/your/folder` to resize all images in your specified folder. Please make sure to install the Pillow library if you haven't done so already. You can install it using pip: 
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pip install pillow

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

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Failed to resize image: {img_path} due to {e}")

if __name__ == "__main__":
    if len(sys.argv) > 1:
        resize_image(sys.argv[1])
    else:
        resize_image()

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

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Failed to resize image: {img_path} due to {e}")

if __name__ == "__main__":
    if len(sys.argv) > 1:
        resize_image(sys.argv[1])
    else:
        resize_image()
And got the output: Failed to resize image: /tmp/random_image_5.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_8.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_1.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_2.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_7.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_9.jpeg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_10.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_4.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_3.jpg due to module 'PIL.Image' has no attribute 'ANTIALIAS' Failed to resize image: /tmp/random_image_6.jpeg due to module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (646, 235) 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

Sure, I can help you with that. Here's a simple Python script that uses the Pillow library to resize images. This script will look for images in the specified directory, resize them to 32x32, and overwrite the original files. 

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import os
from PIL import Image

def resize_image(folder_path="/tmp"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Error: {str(e)}")

if __name__ == "__main__":
    resize_image()
This script will resize all .jpg and .png files in the specified directory. If you want to include other image formats, you can add them to the if condition. Please ensure that you have the necessary permissions to read and write files in the specified directory. Remember to install the Pillow library if you haven't already done so. You can install it using pip: 
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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="/tmp"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Error: {str(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"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Error: {str(e)}")

if __name__ == "__main__":
    resize_image()
And got the output: Unable to resize image: /tmp/random_image_5.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_9.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_8.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_6.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_1.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_2.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_7.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_10.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_3.jpg. Error: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (702, 756) 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

Sure, here is a simple Python script that uses the Pillow library to resize images in a given directory. The default directory is set to '/tmp'. 

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import os
from PIL import Image

def resize_image(folder_path="/tmp"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Reason: {str(e)}")

if __name__ == "__main__":
    resize_image()
This script will resize all .jpg and .png images in the specified directory to 32x32 pixels. Please ensure that you have the necessary permissions to read and write files in the specified directory. To run the script, save it to a file (for example, resize_images.py), then run it with the command `python resize_images.py`. If you want to specify a different directory, you can modify the `folder_path` argument in the `resize_image()` function call.

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"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Reason: {str(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"):
    for filename in os.listdir(folder_path):
        if filename.endswith(".jpg") or filename.endswith(".png"):
            img_path = os.path.join(folder_path, filename)
            try:
                img = Image.open(img_path)
                img = img.resize((32, 32), Image.ANTIALIAS)
                img.save(img_path)
                print(f"Resized image: {img_path}")
            except Exception as e:
                print(f"Unable to resize image: {img_path}. Reason: {str(e)}")

if __name__ == "__main__":
    resize_image()
And got the output: Unable to resize image: /tmp/random_image_5.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_8.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_6.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_1.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_7.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image: /tmp/random_image_10.jpg. Reason: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (265, 501) 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

Here's a Python script that uses the Pillow library to resize images in a given folder to 32x32 pixels. If you run this script without any arguments, it will use '/tmp' as the default folder. 

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import os
import sys
from PIL import Image

def resize_image(image_path, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Resized image: {image_path}")
    except Exception as e:
        print(f"Error resizing image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.isdir(folder_path):
        print(f"{folder_path} is not a valid folder.")
        return

    valid_image_extensions = [".jpg", ".jpeg", ".png", ".bmp", ".gif"]

    for root, _, files in os.walk(folder_path):
        for file in files:
            if os.path.splitext(file)[1].lower() in valid_image_extensions:
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()
Save this code in a file named `code.py`. To resize images in the default '/tmp' folder, run: 
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python code.py
To resize images in a custom folder (e.g., '/custom/folder'), run: 
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python code.py /custom/folder
Make sure you have the Pillow library installed. If not, you can install it using pip: 
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pip install pillow

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, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Resized image: {image_path}")
    except Exception as e:
        print(f"Error resizing image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.isdir(folder_path):
        print(f"{folder_path} is not a valid folder.")
        return

    valid_image_extensions = [".jpg", ".jpeg", ".png", ".bmp", ".gif"]

    for root, _, files in os.walk(folder_path):
        for file in files:
            if os.path.splitext(file)[1].lower() in valid_image_extensions:
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(image_path, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Resized image: {image_path}")
    except Exception as e:
        print(f"Error resizing image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.isdir(folder_path):
        print(f"{folder_path} is not a valid folder.")
        return

    valid_image_extensions = [".jpg", ".jpeg", ".png", ".bmp", ".gif"]

    for root, _, files in os.walk(folder_path):
        for file in files:
            if os.path.splitext(file)[1].lower() in valid_image_extensions:
                image_path = os.path.join(root, file)
                resize_image(image_path)

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()
And got the output: Error resizing image /tmp/random_image_7.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_8.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_6.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_1.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_2.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_5.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_9.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_4.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_3.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Error resizing image /tmp/random_image_10.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (544, 492) 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

Sure, here is a Python script that uses the Pillow library to resize images. This script will look for images in the '/tmp' directory by default, but you can also provide a different path when running the script. 

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import os
import sys
from PIL import Image

def resize_image(image_path, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Image {image_path} has been resized.")
    except Exception as e:
        print(f"Unable to resize image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.exists(folder_path):
        print(f"The provided path does not exist: {folder_path}")
        return

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            resize_image(os.path.join(folder_path, filename))

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()
You can run this script with `python code.py` for the default '/tmp' directory, or provide a different path like `python code.py /path/to/your/folder`. Please make sure to replace '/path/to/your/folder' with your actual directory path. Also, ensure that you have the necessary permissions to read and write files in the specified directory. Please note that this script will overwrite the original images with the resized ones. If you'd like to keep the originals, you might want to modify the script to save the resized images under different names or in a different directory.

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, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Image {image_path} has been resized.")
    except Exception as e:
        print(f"Unable to resize image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.exists(folder_path):
        print(f"The provided path does not exist: {folder_path}")
        return

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            resize_image(os.path.join(folder_path, filename))

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()

Run Code Interpreter

Running the following program: 

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import os
import sys
from PIL import Image

def resize_image(image_path, size=(32, 32)):
    try:
        img = Image.open(image_path)
        img = img.resize(size, Image.ANTIALIAS)
        img.save(image_path)
        print(f"Image {image_path} has been resized.")
    except Exception as e:
        print(f"Unable to resize image {image_path}: {e}")

def main(folder_path="/tmp"):
    if not os.path.exists(folder_path):
        print(f"The provided path does not exist: {folder_path}")
        return

    for filename in os.listdir(folder_path):
        if filename.lower().endswith(('.png', '.jpg', '.jpeg', '.tiff', '.bmp', '.gif')):
            resize_image(os.path.join(folder_path, filename))

if __name__ == "__main__":
    if len(sys.argv) > 1:
        main(sys.argv[1])
    else:
        main()
And got the output: Unable to resize image /tmp/random_image_5.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_7.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_6.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_1.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_9.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_10.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_4.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_2.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_3.jpg: module 'PIL.Image' has no attribute 'ANTIALIAS' Unable to resize image /tmp/random_image_8.jpeg: module 'PIL.Image' has no attribute 'ANTIALIAS'

PyFunc

size is (218, 241) final: False Resulting in output: False