import gradio as gr
import os
import sys
from pathlib import Path

models = [
    {"name": "Protogen X 5.8", "url": "darkstorm2150/Protogen_x5.8_Official_Release"},
    {"name": "Protogen 2.2", "url": "darkstorm2150/Protogen_v2.2_Official_Release"},
    {"name": "Protogen X 3.4", "url": "darkstorm2150/Protogen_x3.4_Official_Release"},
    {"name": "Seek Art Mega", "url": "coreco/seek.art_MEGA"},
    {"name": "Stable Diffusion 1.4","url": "CompVis/stable-diffusion-v1-4"},
    {"name": "Stable Diffusion 1.5","url": "runwayml/stable-diffusion-v1-5"},
    {"name": "Stable Diffusion 2.1","url": "stabilityai/stable-diffusion-2-1"},
    {"name": "Stable Diffusion 2.1 Base","url": "stabilityai/stable-diffusion-2-1-base"},
    {"name": "Stable Diffusion 2.1 Unclip","url": "stabilityai/stable-diffusion-2-1-unclip"},
]

current_model = models[0]

text_gen = gr.Interface.load("spaces/daspartho/prompt-extend") 

models2 = []
for model in models:
    model_url = f"models/{model['url']}"
    loaded_model = gr.Interface.load(model_url, live=True, preprocess=True)
    models2.append(loaded_model)


def text_it(inputs, text_gen=text_gen):
    return text_gen(inputs)


def set_model(current_model_index):
    global current_model
    current_model = models[current_model_index]
    return gr.update(value=f"{current_model['name']}")


def send_it(inputs, model_choice):
    proc = models2[model_choice]
    return proc(inputs)


with gr.Blocks() as myface:
    gr.HTML(

    )

    with gr.Row():
        with gr.Row():
            input_text = gr.Textbox(label="Prompt idea",  placeholder="", lines=1)
            # Model selection dropdown
            model_name1 = gr.Dropdown(
                label="Choose Model",
                choices=[m["name"] for m in models],
                type="index",
                value=current_model["name"],
                interactive=True,
            )
        with gr.Row():
            see_prompts = gr.Button("Generate Prompts")
            run = gr.Button("Generate Images", variant="primary")
    
    with gr.Row():
        output1 = gr.Image(label="")
        output2 = gr.Image(label="")
        output3 = gr.Image(label="")
    with gr.Row():
        magic1 = gr.Textbox(label="Generated Prompt", lines=2)
        magic2 = gr.Textbox(label="Generated Prompt", lines=2)
        magic3 = gr.Textbox(label="Generated Prompt", lines=2)
    with gr.Row():
        output4 = gr.Image(label="")
        output5 = gr.Image(label="")
        output6 = gr.Image(label="")
    with gr.Row():
        magic4 = gr.Textbox(label="Generated Prompt", lines=2)
        magic5 = gr.Textbox(label="Generated Prompt", lines=2)
        magic6 = gr.Textbox(label="Generated Prompt", lines=2)

    model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6])

    run.click(send_it, inputs=[magic1, model_name1], outputs=[output1])
    run.click(send_it, inputs=[magic2, model_name1], outputs=[output2])
    run.click(send_it, inputs=[magic3, model_name1], outputs=[output3])
    run.click(send_it, inputs=[magic4, model_name1], outputs=[output4])
    run.click(send_it, inputs=[magic5, model_name1], outputs=[output5])
    run.click(send_it, inputs=[magic6, model_name1], outputs=[output6])

    see_prompts.click(text_it, inputs=[input_text], outputs=[magic1])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic2])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic3])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic4])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic5])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic6])

myface.queue(concurrency_count=200)
myface.launch(inline=True, show_api=False, max_threads=400)