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import gradio as gr | |
from pathlib import Path | |
from PIL import Image | |
def get_supported_formats(): | |
""" | |
A function that retrieves the supported formats of images. | |
Returns: | |
The supported image formats as a list. | |
""" | |
supported_formats = Image.registered_extensions() # Get all registered image extensions and their formats | |
print("Supported formats retrieved:", supported_formats) | |
return supported_formats | |
SUPPORTED_FORMATS = get_supported_formats() | |
def convert_format( | |
input_image: str = None, ext: str = ".webp", quality: int = 80 | |
): | |
""" | |
A function that converts an input image to a specified format with a given quality. | |
Parameters: | |
input_image (str): The path to the input image file. | |
ext (str, optional): The extension for the output format. Defaults to ".webp". | |
quality (int, optional): The quality of the output image. Defaults to 80. | |
Returns: | |
tuple: A tuple containing the reopened image in RGBA format and the path to the saved image file. | |
""" | |
print("Converting image:", input_image, "to format:", ext, "with quality:", quality) | |
file_path = Path("caches") / "{}{}".format(Path(input_image).stem, ext) # Generate output file path | |
print("Output file path generated:", file_path) | |
file_path.parent.mkdir(parents=True, exist_ok=True) # Create directories if they don't exist | |
img = Image.open(input_image) # Open the input image | |
print("Image opened successfully.") | |
format = None | |
print("Checking if extension is supported:", ext) # Log the extension being checked | |
if ext in SUPPORTED_FORMATS: # Check if the specified extension is supported | |
format = SUPPORTED_FORMATS[ext] | |
if format is None: # If format is not supported, raise an error | |
error_message = "Unsupported image format. Supported formats: {}".format( | |
", ".join(SUPPORTED_FORMATS) | |
) | |
print(error_message) | |
gr.Error(error_message) | |
img.save(file_path, format, quality=quality) # Save the image in the specified format and quality | |
print("Image saved to:", file_path) | |
# Reopen the saved image to verify its integrity | |
img_reopen = Image.open(file_path) | |
img_reopen = img_reopen.convert("RGBA") # Ensure the image is in RGBA format | |
print("Image reopened and converted to RGBA format.") | |
return img_reopen, str(file_path) | |
def process(input_list: list[tuple], ext: str = ".webp", quality: int = 80): | |
""" | |
A function that processes a list of images by converting them to a specified format with a given quality. | |
Parameters: | |
input_list (list[tuple]): A list of tuples containing the paths to the input image files. | |
ext (str, optional): The extension for the output format. Defaults to ".webp". | |
quality (int, optional): The quality of the output images. Defaults to 80. | |
Returns: | |
tuple: A tuple containing lists of file paths and reopened images in RGBA format. | |
""" | |
print("Processing images with extension:", ext, "and quality:", quality) | |
out_files = [] # List to store paths of converted images | |
out_images = [] # List to store reopened images | |
for index, path in enumerate(input_list): | |
print(f"Processing image {index + 1}/{len(input_list)}: {path[0]}") # Include index for debugging batches | |
img_reopen, file_path = convert_format(path[0], ext, quality) # Convert each image | |
out_files.append(file_path) # Append the file path to the output list | |
out_images.append(img_reopen) # Append the reopened image to the output list | |
print("Image processed successfully.") | |
print("All images processed. Output files:", out_files) | |
return out_files, out_images | |
def swap_to_gallery(images: list): | |
""" | |
A function that swaps to a gallery, taking a list of images as input. | |
Parameters: | |
images (list): List of images to display in the gallery. | |
Returns: | |
Updated gallery state. | |
""" | |
print("Swapping to gallery with images:", images) | |
return ( | |
gr.update(value=images, visible=True), # Update the gallery with new images | |
gr.update(visible=True), # Make the gallery visible | |
gr.update(visible=False), # Hide the file upload button | |
) | |
def run(server_name: str = "127.0.0.1", server_port: int = 7860): | |
""" | |
A function that runs the WebP Converter app, allowing users to upload images, set quality, and convert them to WebP format. | |
Parameters: | |
server_name (str, optional): The server name where the app is hosted. Defaults to "127.0.0.1". | |
server_port (int, optional): The port number for the server. Defaults to 7860. | |
Returns: | |
None | |
""" | |
print("Starting the WebP Converter app on {}:{}".format(server_name, server_port)) | |
with gr.Blocks(theme="Nymbo/Nymbo_Theme") as app: # Define the Gradio app layout | |
gr.Markdown( | |
""" | |
<div style="text-align: center;"> | |
<h1>Image Format Converter</h1> | |
<p>Upload one or more image files and convert it to specified format with adjustable quality.</p> | |
<img src='F:/gradio-apps/image_to_webp/caches/1.webp' alt='Example Image' /> | |
</div> | |
""" | |
) | |
with gr.Row(equal_height=False): # Define a row layout with unequal column heights | |
with gr.Column(): # First column for user inputs | |
files = gr.Files( | |
label="Drag 1 or more images", # Upload button for images | |
file_types=["image"], # Restrict file types to images | |
) | |
uploaded_files = gr.Gallery( | |
label="Your images", visible=False, columns=4, height="auto" | |
) # Gallery to display uploaded images | |
with gr.Row(): # Row for quality slider and format dropdown | |
quality_slider = gr.Slider( | |
minimum=1, | |
maximum=100, | |
value=80, # Default quality | |
step=1, | |
label="Image Quality", | |
) | |
extension_dropdown = gr.Dropdown( | |
label="Output Format", | |
choices=[ | |
".webp", | |
".png", | |
".jpg", | |
".jpeg", | |
".gif", | |
".bmp", | |
".tiff", | |
".tif", | |
], | |
value=".webp", # Default format | |
) | |
with gr.Row(): # Row for buttons | |
reset_btn = gr.Button("Clear Images", variant="secondary") # Clear button | |
proc_btn = gr.Button("Run Convert", variant="primary") # Convert button | |
with gr.Column(): # Second column for outputs | |
output_file = gr.File(label="Converted WebP") # Downloadable converted file | |
output_gallery = gr.Gallery( | |
label="Re-check converted images", | |
show_label=False, | |
elem_id="gallery", | |
object_fit="contain", | |
height="auto", | |
columns=4, | |
) # Gallery to display converted images | |
# Collect inputs and outputs for processing | |
inputs = [ | |
uploaded_files, | |
extension_dropdown, | |
quality_slider, | |
] | |
outputs = [ | |
output_file, | |
output_gallery, | |
] | |
# Define actions for user interactions | |
files.upload( | |
fn=swap_to_gallery, # Action when files are uploaded | |
inputs=files, | |
outputs=[uploaded_files, proc_btn, files], | |
) | |
proc_btn.click(process, inputs=inputs, outputs=outputs) # Action when convert button is clicked | |
reset_btn.click(lambda: None, None, uploaded_files, queue=False) # Action when clear button is clicked | |
app.queue().launch( # Launch the app | |
server_name=server_name, server_port=server_port, share=False | |
) | |
if __name__ == "__main__": | |
run(server_name="0.0.0.0", server_port=7860) |