import gradio as gr
from PIL import Image, ImageEnhance, ImageFilter
import numpy as np

def edit_image(image, crop, resize_width, resize_height, rotate, flip, brightness, contrast, blur):
    img = Image.fromarray(image)

    # Cropping (crop box should be in left, top, right, bottom format)
    if crop != (0, 0, img.width, img.height):
        crop_values = [int(x) for x in crop.split(",")]
        img = img.crop(crop_values)

    # Resizing
    if resize_width and resize_height:
        img = img.resize((resize_width, resize_height))

    # Rotation
    if rotate:
        img = img.rotate(rotate)

    # Flipping
    if flip == "Horizontal":
        img = img.transpose(Image.FLIP_LEFT_RIGHT)
    elif flip == "Vertical":
        img = img.transpose(Image.FLIP_TOP_BOTTOM)

    # Brightness Adjustment
    if brightness != 1:
        enhancer = ImageEnhance.Brightness(img)
        img = enhancer.enhance(brightness)

    # Contrast Adjustment
    if contrast != 1:
        enhancer = ImageEnhance.Contrast(img)
        img = enhancer.enhance(contrast)

    # Blurring
    if blur > 0:
        img = img.filter(ImageFilter.GaussianBlur(blur))

    return np.array(img)

# Define the interface
iface = gr.Interface(
    fn=edit_image,
    inputs=[
        gr.Image(type="numpy"),  # Input image without the tool argument
        gr.Textbox(label="Crop (left, top, right, bottom)", value="0, 0, 500, 500"),
        gr.Slider(minimum=10, maximum=1000, label="Resize Width", value=500),
        gr.Slider(minimum=10, maximum=1000, label="Resize Height", value=500),
        gr.Slider(minimum=-360, maximum=360, label="Rotate (degrees)", value=0),
        gr.Radio(choices=["None", "Horizontal", "Vertical"], label="Flip", value="None"),
        gr.Slider(minimum=0.1, maximum=2.0, step=0.1, label="Brightness", value=1),
        gr.Slider(minimum=0.1, maximum=2.0, step=0.1, label="Contrast", value=1),
        gr.Slider(minimum=0, maximum=10, step=1, label="Blur", value=0)
    ],
    outputs="image",
    title="Image Editor with Cropping, Resizing, Rotation, Brightness, and More",
    description="Upload an image and apply various editing features such as cropping, resizing, rotation, flipping, brightness/contrast adjustments, and blurring."
)

iface.launch()