serve/gradio_web_t2i_anony.py

import json
from functools import partial

from .utils import *
from .vote_utils import (
    upvote_last_response_t2s as upvote_last_response,
    downvote_last_response_t2s as downvote_last_response,
    flag_last_response_t2s as flag_last_response,
    leftvote_last_response_t2s_multi as leftvote_last_response,
    rightvote_last_response_t2s_multi as rightvote_last_response,
    tievote_last_response_t2s_multi as tievote_last_response,
    bothbad_vote_last_response_t2s_multi as bothbad_vote_last_response,
    share_click_t2s_multi as share_click,
    share_js
)
from .inference import(
    sample_model,
    sample_prompt,
    generate_t2s,
    generate_t2s_multi,
    generate_t2s_multi_annoy
)
from constants import TEXT_PROMPT_PATH

with open(TEXT_PROMPT_PATH, 'r') as f:
    prompt_list = json.load(f)

def build_side_by_side_ui_anony(models):
    notice_markdown = """
# ⚔️  GenAI-Arena ⚔️ : Benchmarking Text-to-3D generative models 
## 📜 Rules
- Input prompt to two anonymous models in same area and vote for the better one!
- When the results are ready, click the button below to vote.
- Vote won't be counted if model identity is revealed during conversation.
- Click "Clear" to start a new round.

## 🏆 Arena Elo 
Find out who is the 🥇conditional image generation models! More models are going to be supported.

## 👇 Generating now!

"""
    model_list = models.get_t2s_models()
    gen_func = partial(generate_t2s_multi_annoy, models.inference_parallel_anony, models.render_parallel)

    state_0 = gr.State()
    state_1 = gr.State()

    gr.Markdown(notice_markdown, elem_id="notice_markdown")

    with gr.Group(elem_id="share-region-anony"):
        with gr.Accordion("🔍 Expand to see all Arena players", open=False):
            model_description_md = get_model_description_md(model_list)
            gr.Markdown(model_description_md, elem_id="model_description_markdown")
        with gr.Row():
            with gr.Column():
                normal_left = gr.Image(width=512, label = "Model A", show_copy_button=True)
                rgb_left = gr.Image(width=512, label = "Model A", show_copy_button=True)
            with gr.Column():
                normal_right = gr.Image(width=512, label = "Model B", show_copy_button=True,)
                rgb_right = gr.Image(width=512, label = "Model B", show_copy_button=True,)

        with gr.Row():
            with gr.Column():
                model_selector_left =gr.Markdown("", visible=False)
            with gr.Column():
                model_selector_right = gr.Markdown("", visible=False)
        with gr.Row():
            slow_warning = gr.Markdown("", elem_id="notice_markdown")

        with gr.Row(elem_id="Geometry Quality"):
            geo_leftvote_btn = gr.Button(
                value="👈  A is better", visible=False, interactive=False
            )
            geo_rightvote_btn = gr.Button(
                value="👉  B is better", visible=False, interactive=False
            )
            geo_tie_btn = gr.Button(value="🤝  Tie", visible=False, interactive=False)
            geo_bothbad_btn = gr.Button(
                value="👎  Both are bad", visible=False, interactive=False
            )

        with gr.Row(elem_id="Texture Quality"):
            text_leftvote_btn = gr.Button(
                value="👈  A is better", visible=False, interactive=False
            )
            text_rightvote_btn = gr.Button(
                value="👉  B is better", visible=False, interactive=False
            )
            text_tie_btn = gr.Button(value="🤝  Tie", visible=False, interactive=False)
            text_bothbad_btn = gr.Button(
                value="👎  Both are bad", visible=False, interactive=False
            )
        
        with gr.Row(elem_id="Alignment Quality"):
            align_leftvote_btn = gr.Button(
                value="👈  A is better", visible=False, interactive=False
            )
            align_rightvote_btn = gr.Button(
                value="👉  B is better", visible=False, interactive=False
            )
            align_tie_btn = gr.Button(value="🤝  Tie", visible=False, interactive=False)
            align_bothbad_btn = gr.Button(
                value="👎  Both are bad", visible=False, interactive=False
            )

    with gr.Row():
        textbox = gr.Textbox(
            show_label=False,
            placeholder="👉 Enter your prompt or Sample a random prompt, and press ENTER",
            container=True,
            elem_id="input_box",
        )
        sample_btn = gr.Button(value="🎲 Sample", variant="primary", scale=0)
        send_btn = gr.Button(value="📤 Send", variant="primary", scale=0)

    with gr.Row():
        clear_btn = gr.Button(value="🗑️ Clear", interactive=False)
        regenerate_btn = gr.Button(value="🔄  Regenerate", interactive=False)
        share_btn = gr.Button(value="📷  Share")

    gr.Markdown(acknowledgment_md, elem_id="ack_markdown")


    geo_btn_list = [geo_leftvote_btn, geo_rightvote_btn, geo_tie_btn, geo_bothbad_btn]
    text_btn_list = [text_leftvote_btn, text_rightvote_btn, text_tie_btn, text_bothbad_btn]
    align_btn_list = [align_leftvote_btn, align_rightvote_btn, align_tie_btn, align_bothbad_btn]
    states = [state_0, state_1]
    model_selectors = [model_selector_left, model_selector_right]
    results = [normal_left, rgb_left, normal_right, rgb_right]

    for btn_list in [geo_btn_list, text_btn_list, align_btn_list]:
        leftvote_btn, rightvote_btn, tie_btn, bothbad_btn = btn_list

        leftvote_btn.click(
            leftvote_last_response,
            states + model_selectors,
            [textbox] + btn_list + model_selectors
        )
        rightvote_btn.click(
            rightvote_last_response,
            states + model_selectors,
            [textbox] + btn_list + model_selectors
        )
        tie_btn.click(
            tievote_last_response,
            states + model_selectors,
            [textbox] + btn_list + model_selectors
        )
        bothbad_btn.click(
            bothbad_vote_last_response,
            states + model_selectors,
            [textbox] + btn_list + model_selectors
        )

    sample_btn.click(
        sample_prompt,
        states + model_selectors + [prompt_list],
        states + [textbox],
        api_name="sample_btn_anony"
    )

    textbox.submit(
        sample_model,
        states + [model_list, False],
        states + model_selectors
    ).then(
        gen_func,
        states + [textbox] + model_selectors + [prompt_list],
        states + results + model_selectors,
        api_name="submit_btn_anony"
    ).then(
        enable_buttons_side_by_side,
        None,
        geo_btn_list + text_btn_list + align_btn_list + [regenerate_btn, clear_btn]
    )

    send_btn.click(
        sample_model,
        states + [model_list, False],
        states + model_selectors
    ).then(
        gen_func,
        states + [textbox] + model_selectors + [prompt_list],
        states + results + model_selectors,
        api_name="send_btn_anony"
    ).then(
        enable_buttons_side_by_side,
        None,
        geo_btn_list + text_btn_list + align_btn_list + [regenerate_btn, clear_btn]
    )

    clear_btn.click(
        clear_history_side_by_side_anony, 
        None, 
        states + [textbox] + results + model_selectors,
        api_name="clear_btn_anony"
    ).then(
        disable_buttons_side_by_side,
        None,
        geo_btn_list + text_btn_list + align_btn_list + [regenerate_btn, clear_btn]
    )

    regenerate_btn.click(
        sample_model,
        states + [model_list, False],
        states + model_selectors
    ).then(
        gen_func,
        states + [textbox] + model_selectors + [prompt_list],
        states + results + model_selectors,
        api_name="regenerate_btn_anony"
    ).then(
        enable_buttons_side_by_side,
        None,
        geo_btn_list + text_btn_list + align_btn_list + [regenerate_btn, clear_btn]
    )

    share_btn.click(
        share_click,
        states + model_selectors,
        [],
        js=share_js
    )