import subprocess
from PIL import Image
import gradio as gr

# First, running the inversion command to obtain the input noise that will reconstruct the image. 
# It will save the inversion as output/test_cat/inversion/image-name.pt 
# BLIP-generated caption prompt is saved as output/test_cat/prompt/image-name.txt - eg., a painting of a cat sitting on top of a ball
def inversion(image_in, progress=gr.Progress(track_tqdm=True)):
  progress(0, desc="Starting...")
  # saving the input image
  image_in.save("input_image.png")
  # Run the script file
  subprocess.run(["python", "src/inversion.py", "--input_image", "input_image.png", "--results_folder", "output/test_cat"])
  # Open the text file with blip caption
  with open("output/test_cat/prompt/input_image.txt", "r") as file:
      # Read the file 
      prompt = file.read()
  return "output/test_cat/inversion/input_image.pt", prompt


# Performing image editing with the editing directions 
# This will save the edited image as output/test_cat/edit/image-name.png
def image_edit(task_name, progress=gr.Progress(track_tqdm=True)):
  progress(0, desc="Starting...")
  # Run the script file
  subprocess.run(["python", "src/edit_real.py", "--inversion", "output/test_cat/inversion/input_image.pt", 
                  "--prompt", "output/test_cat/prompt/input_image.txt", "--task_name", task_name,
                  "--results_folder", "output/test_cat/"])
  return "output/test_cat/edit/input_image.png"
  
def set_visible_true():
    return gr.update(visible=True)

def set_visible_False():
    return gr.update(visible=False)

#Gradio Blocks API
with gr.Blocks() as demo:
  with gr.Row():
    image_in = gr.Image(type="pil", label="Upload the image of a cat or a dog you want to translate")
    with gr.Column():
      btn_inversion = gr.Button("Get input noise",visible=False )
      with gr.Row():
        blip_prompt = gr.Textbox(visible=False)
        inversion_file = gr.File(visible=False)
        #task_name = gr.Textbox()
  with gr.Row():
    image_out = gr.Image(visible=False)
    with gr.Column():
      task_name_radio  = gr.Radio(choices = ["cat2dog", "dog2cat",], type="value", visible=False, label="Select a task that you want to accomplish") #, value="cat2dog"),
      btn_imageedit = gr.Button(value="Edit the image!",visible=False)
    
    
    btn_inversion.click(inversion,[image_in],[inversion_file, blip_prompt])
    btn_inversion.click(set_visible_true, [], task_name_radio)  #inversion_file, blip_prompt,
    btn_inversion.click(set_visible_False, [], btn_inversion)

    task_name_radio.change(set_visible_true, [], btn_imageedit)
    task_name_radio.change(set_visible_true, [], image_out)

    btn_imageedit.click(image_edit,[task_name_radio],[image_out])
    
    image_in.clear(set_visible_true, [], btn_inversion)
    image_in.change(set_visible_true, [], btn_inversion)
    image_in.change(set_visible_true, [], blip_prompt)
    image_in.change(set_visible_true, [], inversion_file)

demo.queue(concurrency_count=3)
demo.launch(debug=True)