ui/shared/outpaint_ui.py

import gradio as gr
from core.settings import MODEL_MAP_CHECKPOINT, MODEL_DEFAULTS_CONFIG
from comfy_integration.nodes import SAMPLER_CHOICES, SCHEDULER_CHOICES
from .ui_components import (
    create_lora_settings_ui,
    create_controlnet_ui, create_anima_controlnet_lllite_ui, create_diffsynth_controlnet_ui, create_ipadapter_ui, create_embedding_ui,
    create_conditioning_ui, create_vae_override_ui,
    create_model_architecture_filter_ui, create_category_filter_ui,
    create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
    create_reference_latent_ui, create_hidream_o1_reference_ui
)

default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
DEFAULT_STEPS = default_vals.get('steps', 20)
DEFAULT_CFG = default_vals.get('cfg', 5.0)
DEFAULT_SAMPLER = default_vals.get('sampler_name', 'euler')
DEFAULT_SCHEDULER = default_vals.get('scheduler', 'simple')
DEFAULT_POS_PROMPT = default_vals.get('positive_prompt', '')
DEFAULT_NEG_PROMPT = default_vals.get('negative_prompt', '')

def create_ui():
    prefix = "outpaint"
    components = {}
    
    with gr.Column():
        components.update(create_model_architecture_filter_ui(prefix))
        
        with gr.Row():
            components.update(create_category_filter_ui(prefix))
            components[f'base_model_{prefix}'] = gr.Dropdown(
                label="Base Model", 
                choices=list(MODEL_MAP_CHECKPOINT.keys()), 
                value=list(MODEL_MAP_CHECKPOINT.keys())[0], 
                scale=3,
                allow_custom_value=True
            )
            with gr.Column(scale=1): 
                components[f'run_{prefix}'] = gr.Button("Run Outpaint", variant="primary")

        with gr.Row():
            with gr.Column(scale=1):
                components[f'input_image_{prefix}'] = gr.Image(type="pil", label="Input Image", height=255)
            with gr.Column(scale=2):
                components[f'prompt_{prefix}'] = gr.Text(label="Prompt", lines=3, value=DEFAULT_POS_PROMPT)
                components[f'neg_prompt_{prefix}'] = gr.Text(label="Negative prompt", lines=3, value=DEFAULT_NEG_PROMPT)

        with gr.Row():
            with gr.Column(scale=1):
                with gr.Row():
                    components[f'left_{prefix}'] = gr.Slider(label="Pad Left", minimum=0, maximum=512, step=64, value=64)
                    components[f'right_{prefix}'] = gr.Slider(label="Pad Right", minimum=0, maximum=512, step=64, value=64)
                with gr.Row():
                    components[f'top_{prefix}'] = gr.Slider(label="Pad Top", minimum=0, maximum=512, step=64, value=64)
                    components[f'bottom_{prefix}'] = gr.Slider(label="Pad Bottom", minimum=0, maximum=512, step=64, value=64)
                
                components[f'feathering_{prefix}'] = gr.Slider(label="Feathering / Grow Mask", minimum=0, maximum=100, step=1, value=10)
                
                with gr.Row():
                    components[f'sampler_{prefix}'] = gr.Dropdown(
                        label="Sampler", 
                        choices=SAMPLER_CHOICES, 
                        value=DEFAULT_SAMPLER if DEFAULT_SAMPLER in SAMPLER_CHOICES else (SAMPLER_CHOICES[0] if SAMPLER_CHOICES else 'euler')
                    )
                    components[f'scheduler_{prefix}'] = gr.Dropdown(
                        label="Scheduler", 
                        choices=SCHEDULER_CHOICES, 
                        value=DEFAULT_SCHEDULER if DEFAULT_SCHEDULER in SCHEDULER_CHOICES else (SCHEDULER_CHOICES[0] if SCHEDULER_CHOICES else 'simple')
                    )
                with gr.Row():
                    components[f'steps_{prefix}'] = gr.Slider(label="Steps", minimum=1, maximum=100, step=1, value=DEFAULT_STEPS)
                    components[f'cfg_{prefix}'] = gr.Slider(label="CFG Scale", minimum=1.0, maximum=20.0, step=0.1, value=DEFAULT_CFG)
                with gr.Row():
                    components[f'seed_{prefix}'] = gr.Number(label="Seed (-1 for random)", value=-1, precision=0)
                    components[f'batch_size_{prefix}'] = gr.Slider(label="Batch Size", minimum=1, maximum=16, step=1, value=1)
                with gr.Row():
                    components[f'clip_skip_{prefix}'] = gr.Slider(label="Clip Skip", minimum=1, maximum=2, step=1, value=1, visible=False, interactive=True)
                    components[f'guidance_{prefix}'] = gr.Slider(label="Guidance (FLUX)", minimum=1.0, maximum=10.0, step=0.1, value=3.5, visible=False, interactive=True)
                    components[f'zero_gpu_{prefix}'] = gr.Number(label="ZeroGPU Duration (s)", value=None, placeholder="Default: 60s, Max: 120s", info="Optional: Set how long to reserve the GPU.")

                components[f'width_{prefix}'] = gr.State(value=512)
                components[f'height_{prefix}'] = gr.State(value=512)

            with gr.Column(scale=1):
                components[f'result_{prefix}'] = gr.Gallery(label="Result", show_label=False, columns=1, object_fit="contain", height=685)
        

        components.update(create_lora_settings_ui(prefix))
        components.update(create_controlnet_ui(prefix))
        components.update(create_anima_controlnet_lllite_ui(prefix))
        components.update(create_diffsynth_controlnet_ui(prefix))
        components.update(create_ipadapter_ui(prefix))
        components.update(create_flux1_ipadapter_ui(prefix))
        components.update(create_sd3_ipadapter_ui(prefix))
        components.update(create_style_ui(prefix))
        components.update(create_embedding_ui(prefix))
        components.update(create_conditioning_ui(prefix))
        components.update(create_reference_latent_ui(prefix))
        components.update(create_hidream_o1_reference_ui(prefix))
        components.update(create_vae_override_ui(prefix))
            
    return components