Forge_classic_Kaggle/gestor_kaggle.py

import ipywidgets as widgets
from IPython.display import display, clear_output, HTML
import os
import subprocess
import requests
import re
import pickle
from pathlib import Path

# --- Diccionarios de Modelos Predefinidos ---
PRESET_MODELS = {
    "WaiNSFW V16": "https://huggingface.co/Quiho/best-from-civitai/resolve/main/waiIllustriousSDXL_v160.safetensors",
    "WaiNSFW V15": "https://huggingface.co/WhiteAiZ/WAI-NSFW-illustrious-SDXL-V015/resolve/main/waiNSFWIllustrious_v150.safetensors",
    "waiNSFW V14": "https://huggingface.co/Ine007/waiNSFWIllustrious_v140/resolve/main/waiNSFWIllustrious_v140.safetensors",
    "waiSHUFFLENOOB_v20": "https://huggingface.co/WhiteAiZ/waiSHUFFLENOOB_v20/resolve/main/waiSHUFFLENOOB_v20.safetensors",
    "waiSHUFFLENOOB_vpred20": "https://huggingface.co/WhiteAiZ/waiSHUFFLENOOB_v20/resolve/main/waiSHUFFLENOOB_vPred20.safetensors",
    "ntrMIXIllustriousXL_XIII": "https://huggingface.co/misri/ntrMIXIllustriousXL_xiii/resolve/main/ntrMIXIllustriousXL_xiii.safetensors",
    "NoobaiCyberFix": "https://civitaiarchive.com/api/download/models/1122850",
    "NoobaiCyberFix vpred": "https://civitaiarchive.com/api/download/models/2371102",
    "konanMix Vpred": "https://huggingface.co/wsj1995/Checkpoint/resolve/main/1365468/1542670/konanmixnoobvPredNoob_v10.safetensors",
    "Nova Anime XL": "https://huggingface.co/Chattiori/ChattioriMixesXL/resolve/main/NovaAnimeILV8.safetensors",
    "Illustrious XL personal merge": "https://huggingface.co/nnnn1111/models/resolve/main/illustriousXLPersonalMerge_v30Noob10based.safetensors",
    "Illustrious XL personal merge vpred": "https://huggingface.co/datasets/John6666/model-mirror-14/resolve/main/illustriousXLPersonalMerge_vp05testLowsteps.safetensors",
    "Ikastrious": "https://civitaiarchive.com/api/download/models/2471934",
    "Ikastrious Noobai": "https://huggingface.co/minaiosu/giko/resolve/main/ikastrious_v95.safetensors",
    "RouWei": "https://civitaiarchive.com/api/download/models/1832460",
    "RouWei Vpred": "https://huggingface.co/WhiteAiZ/RouWei/resolve/main/rouwei_v080Vpred.safetensors",
    "PlantMint Walnut": "https://huggingface.co/wsj1995/Checkpoint/resolve/main/1162518/1714002/plantMilkModelSuite_walnut.safetensors"
}

PRESET_VAES = {
    "sdxl_vae": "https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors",
    "sdxl_vae_fix": "https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/resolve/main/sdxl_vae.safetensors",
    "sdxl_anime_vae": "https://huggingface.co/Anzhc/Anzhcs-VAEs/resolve/main/SDXL%20Anime%20VAE%20Dec-only%20B3.safetensors",
    "sdxl_neptunia_vae": "https://huggingface.co/JustAnotherCibrarian/vae/resolve/main/1290283/1455983/neptuniaXLILNAIVAE_contrastColors.safetensors",
    "sdxl_luna_vae": "https://huggingface.co/yuu062/tameshi/resolve/main/lunaXLVAE_luna.safetensors"
}

PRESET_UPSCALERS = {
    "AnimeSharp": "https://huggingface.co/Kim2091/AnimeSharp/resolve/main/4x-AnimeSharp.pth",
    "UltraSharp": "https://huggingface.co/lokCX/4x-Ultrasharp/resolve/main/4x-UltraSharp.pth",
    "Remacri": "https://huggingface.co/LyliaEngine/remacri_original/resolve/main/remacri_original.pt",
    "RealESRGAN_x4plus_anime": "https://huggingface.co/gemasai/RealESRGAN_x4plus_anime_6B/resolve/main/RealESRGAN_x4plus_anime_6B.pth",
    "JaNai": "https://huggingface.co/halllooo/4x_illustrationJaNaiV1/resolve/main/4x_IllustrationJaNai_V1_ESRGAN_135k.pth",
    "YandereNeoXL": "https://huggingface.co/kaeru-shigure/mlx-4x_NMKD-YandereNeoXL_200k/resolve/main/4x_NMKD-YandereNeoXL_200k.safetensors"
}

PRESET_CONTROLNETS = {
    "Controlnet Union Pro Max": "https://huggingface.co/xinsir/controlnet-union-sdxl-1.0/resolve/main/diffusion_pytorch_model_promax.safetensors",
    "Controlnet Lite (Todos)": "https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_sketch.safetensors, https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_softedge.safetensors, https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_dw_openpose.safetensors, https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_canny.safetensors, https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_depth_V2.safetensors, https://huggingface.co/bdsqlsz/qinglong_controlnet-lllite/resolve/main/bdsqlsz_controlllite_xl_lineart_anime_denoise.safetensors"
}

def iniciar():
    # --- Configuración de Rutas para Forge Classic en Kaggle ---
    BASE_MODELS_DIR = "/tmp/models"
    LORA_DIR = "/tmp/lora"
    VAE_DIR = "/kaggle/working/sd-webui-forge-classic/models/VAE"
    UPSCALER_DIR = "/kaggle/working/sd-webui-forge-classic/models/ESRGAN"
    CONTROLNET_DIR = "/kaggle/working/sd-webui-forge-classic/models/ControlNet"

    os.makedirs(BASE_MODELS_DIR, exist_ok=True)
    os.makedirs(LORA_DIR, exist_ok=True)
    os.makedirs(VAE_DIR, exist_ok=True)
    os.makedirs(UPSCALER_DIR, exist_ok=True)
    os.makedirs(CONTROLNET_DIR, exist_ok=True)

    # --- Leer token desde pickle en Kaggle ---
    TOKEN_FILE = Path.home() / ".civitai_token.pkl"
    token_guardado = ""
    if TOKEN_FILE.exists():
        try:
            token_guardado = pickle.loads(TOKEN_FILE.read_bytes())
        except Exception:
            pass

    # --- Elementos de la Interfaz ---
    out_console = widgets.Output(layout={'border': '1px solid #ccc', 'padding': '10px', 'margin': '10px 0', 'height': '250px', 'overflow': 'auto'})

    token_input = widgets.Password(
        value=token_guardado,
        placeholder='Ingresa tu API Token (Opcional pero recomendado)',
        description='Civitai Token:',
        style={'description_width': 'initial'},
        layout=widgets.Layout(width='500px')
    )

    # Widgets de Progreso
    progress_bar = widgets.IntProgress(
        value=0, min=0, max=100,
        description='Progreso:',
        bar_style='info',
        orientation='horizontal',
        layout=widgets.Layout(width='80%', display='none')
    )
    status_label = widgets.Label(value="", layout=widgets.Layout(display='none'))
    progress_container = widgets.VBox([progress_bar, status_label])

    def ejecutar_con_progreso(cmd, is_gdown=False):
        progress_bar.value = 0
        progress_bar.layout.display = 'flex'
        status_label.layout.display = 'flex'
        status_label.value = "Iniciando descarga..."

        process = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True, bufsize=1, universal_newlines=True)

        for line in process.stdout:
            if not is_gdown:
                match_pct = re.search(r'\((\d+)%\)', line)
                if match_pct:
                    progress_bar.value = int(match_pct.group(1))

                match_speed = re.search(r'DL:([^\s]+)', line)
                if match_speed:
                    status_label.value = f"Descargando... Velocidad: {match_speed.group(1)}"
            else:
                match_pct = re.search(r'(\d{1,3})%', line)
                if match_pct:
                    progress_bar.value = int(match_pct.group(1))
                    status_label.value = "Descargando con gdown..."

        process.wait()
        progress_bar.value = 100
        progress_bar.bar_style = 'success'
        status_label.value = "¡Descarga de este archivo completada! ✅"

    def procesar_descarga(b, url_widget, method_widget, dest_path):
        raw_urls = url_widget.value.strip()
        method = method_widget.value
        token = token_input.value.strip()

        urls = [u.strip() for u in raw_urls.split(",") if u.strip()]

        if not urls:
            with out_console:
                clear_output()
                display(HTML("<h4 style='color:red;'>⚠️ Por favor, ingresa al menos una URL válida.</h4>"))
            return

        with out_console:
            clear_output()
            display(HTML(f"<h2>🚀 Iniciando cola de descarga: {len(urls)} archivo(s)</h2>"))

        for i, url in enumerate(urls, 1):
            progress_bar.bar_style = 'info'
            progress_bar.value = 0
            status_label.value = f"Preparando archivo {i} de {len(urls)}..."

            download_url = url
            if ("civitai.com" in url or "civitaiarchive.com" in url) and token:
                download_url = f"{url}{'&' if '?' in url else '?'}token={token}"

            # --- 1. Extraer el nombre del modelo ANTES de descargar ---
            pretty_name = "Desconocido"

            # Regla especial para Controlnet Union Pro Max
            if url == "https://huggingface.co/xinsir/controlnet-union-sdxl-1.0/resolve/main/diffusion_pytorch_model_promax.safetensors":
                pretty_name = "Controlnet_Union_Pro_Max.safetensors"
            elif method == 'aria2':
                if "civitai.com" in url or "civitaiarchive.com" in url:
                    try:
                        with requests.get(download_url, stream=True, timeout=5) as r:
                            cd = r.headers.get('Content-Disposition', '')
                            match = re.findall(r'filename[*]?=(?:UTF-8\'\')?["\']?([^"\';]+)["\']?', cd)
                            if match:
                                pretty_name = match[0]
                            else:
                                pretty_name = url.split('/')[-1].split('?')[0]
                    except Exception:
                        pretty_name = url.split('/')[-1].split('?')[0]
                else:
                    pretty_name = url.split('/')[-1].split('?')[0]
            elif method == 'gdown':
                pretty_name = "Archivo de Google Drive (Gdown gestiona el nombre)"

            # --- 2. Mostrar la información en la consola usando HTML ---
            with out_console:
                display(HTML(f"<hr><h3 style='color:#D4AF37;'>📥 [{i}/{len(urls)}] Descargando: <code>{pretty_name}</code></h3>"))
                display(HTML(f"<h4 style='color:#4682B4;'>📁 Destino: <code>{dest_path}</code></h4>"))

                if ("civitai.com" in url or "civitaiarchive.com" in url) and token:
                    print("🔑 Token detectado y aplicado desde el gestor.")
                elif ("civitai.com" in url or "civitaiarchive.com" in url) and not token:
                    print("⚠️ Descargando sin token (algunos modelos pueden requerirlo).")

            # --- 3. Ejecutar la descarga ---
            if method == 'aria2':
                cmd = [
                    "aria2c", "--content-disposition",
                    "-c", "-x", "16", "-s", "16", "-k", "1M",
                    "--summary-interval=1", "-d", dest_path
                ]

                # Forzamos el nombre si existe y no es de civitai
                if pretty_name and pretty_name != "Desconocido" and "civitai.com" not in url and "civitaiarchive.com" not in url:
                    cmd.extend(["-o", pretty_name, url])
                else:
                    cmd.append(download_url)

                ejecutar_con_progreso(cmd, is_gdown=False)

                if "huggingface.co" in url and pretty_name:
                    for f in os.listdir(dest_path):
                        if re.fullmatch(r'[0-9a-f]{64}', f):
                            os.rename(os.path.join(dest_path, f), os.path.join(dest_path, pretty_name))
                            break

            elif method == 'gdown':
                cmd = ["gdown", "--fuzzy", url, "-O", f"{dest_path}/"]
                ejecutar_con_progreso(cmd, is_gdown=True)

        with out_console:
            display(HTML("<hr><h2 style='color:lightgreen;'>✅ ¡Todas las descargas han finalizado!</h2>"))

    # --- Pestaña 1: Modelos Base ---
    opciones_presets_base = ['-- Personalizado / Manual --'] + list(PRESET_MODELS.keys())
    preset_base_dropdown = widgets.Dropdown(options=opciones_presets_base, value='-- Personalizado / Manual --', description='Favoritos:', layout=widgets.Layout(width='80%'))
    base_url = widgets.Text(placeholder='https://url1, https://url2, ...', description='URL:', layout=widgets.Layout(width='80%'))

    def actualizar_url_base(change):
        seleccion = change['new']
        if seleccion in PRESET_MODELS:
            base_url.value = PRESET_MODELS[seleccion]
        else:
            base_url.value = ""

    preset_base_dropdown.observe(actualizar_url_base, names='value')

    base_method = widgets.Dropdown(options=['aria2', 'gdown'], value='aria2', description='Método:')
    base_btn = widgets.Button(description='Descargar Modelos', button_style='primary', icon='download')
    base_btn.on_click(lambda b: procesar_descarga(b, base_url, base_method, BASE_MODELS_DIR))

    tab_base = widgets.VBox([
        widgets.HTML("<h4>Descargar Modelos (Checkpoints)</h4><p>Elige un modelo favorito o pega enlaces separados por comas (,)</p>"),
        preset_base_dropdown,
        widgets.HBox([base_url, base_method]),
        base_btn
    ])

    # --- Pestaña 2: LoRAs ---
    lora_url = widgets.Text(placeholder='https://url1, https://url2, ...', description='URLs:', layout=widgets.Layout(width='80%'))
    lora_method = widgets.Dropdown(options=['aria2', 'gdown'], value='aria2', description='Método:')
    lora_btn = widgets.Button(description='Descargar LoRAs', button_style='success', icon='download')
    lora_btn.on_click(lambda b: procesar_descarga(b, lora_url, lora_method, LORA_DIR))

    tab_lora = widgets.VBox([
        widgets.HTML("<h4>Descargar LoRAs</h4><p>Pega múltiples URLs separadas por comas (,)</p>"),
        widgets.HBox([lora_url, lora_method]),
        lora_btn
    ])

    # --- Pestaña 3: VAEs ---
    opciones_presets_vae = ['-- Personalizado / Manual --'] + list(PRESET_VAES.keys())
    preset_vae_dropdown = widgets.Dropdown(options=opciones_presets_vae, value='-- Personalizado / Manual --', description='Favoritos:', layout=widgets.Layout(width='80%'))
    vae_url = widgets.Text(placeholder='https://url1, https://url2, ...', description='URL:', layout=widgets.Layout(width='80%'))

    def actualizar_url_vae(change):
        seleccion = change['new']
        if seleccion in PRESET_VAES:
            vae_url.value = PRESET_VAES[seleccion]
        else:
            vae_url.value = ""

    preset_vae_dropdown.observe(actualizar_url_vae, names='value')

    vae_method = widgets.Dropdown(options=['aria2', 'gdown'], value='aria2', description='Método:')
    vae_btn = widgets.Button(description='Descargar VAEs', button_style='info', icon='download')
    vae_btn.on_click(lambda b: procesar_descarga(b, vae_url, vae_method, VAE_DIR))

    tab_vae = widgets.VBox([
        widgets.HTML("<h4>Descargar VAEs</h4><p>Elige un VAE favorito o pega enlaces separados por comas (,)</p>"),
        preset_vae_dropdown,
        widgets.HBox([vae_url, vae_method]),
        vae_btn
    ])

    # --- Pestaña 4: Upscalers ---
    opciones_presets_upscalers = ['-- Personalizado / Manual --', '-- Descargar Todos --'] + list(PRESET_UPSCALERS.keys())
    preset_upscaler_dropdown = widgets.Dropdown(options=opciones_presets_upscalers, value='-- Personalizado / Manual --', description='Favoritos:', layout=widgets.Layout(width='80%'))
    upscaler_url = widgets.Text(placeholder='https://url1, https://url2, ...', description='URL:', layout=widgets.Layout(width='80%'))

    def actualizar_url_upscaler(change):
        seleccion = change['new']
        if seleccion == '-- Descargar Todos --':
            upscaler_url.value = ", ".join(PRESET_UPSCALERS.values())
        elif seleccion in PRESET_UPSCALERS:
            upscaler_url.value = PRESET_UPSCALERS[seleccion]
        else:
            upscaler_url.value = ""

    preset_upscaler_dropdown.observe(actualizar_url_upscaler, names='value')

    upscaler_method = widgets.Dropdown(options=['aria2', 'gdown'], value='aria2', description='Método:')
    upscaler_btn = widgets.Button(description='Descargar Upscalers', button_style='warning', icon='download')
    upscaler_btn.on_click(lambda b: procesar_descarga(b, upscaler_url, upscaler_method, UPSCALER_DIR))

    tab_upscaler = widgets.VBox([
        widgets.HTML("<h4>Descargar Upscalers (ESRGAN)</h4><p>Elige un upscaler, selecciona <b>'-- Descargar Todos --'</b>, o pega enlaces separados por comas (,)</p>"),
        preset_upscaler_dropdown,
        widgets.HBox([upscaler_url, upscaler_method]),
        upscaler_btn
    ])

    # --- Pestaña 5: ControlNet ---
    opciones_presets_controlnet = ['-- Personalizado / Manual --'] + list(PRESET_CONTROLNETS.keys())
    preset_controlnet_dropdown = widgets.Dropdown(options=opciones_presets_controlnet, value='-- Personalizado / Manual --', description='Favoritos:', layout=widgets.Layout(width='80%'))
    controlnet_url = widgets.Text(placeholder='https://url1, https://url2, ...', description='URL:', layout=widgets.Layout(width='80%'))

    def actualizar_url_controlnet(change):
        seleccion = change['new']
        if seleccion in PRESET_CONTROLNETS:
            controlnet_url.value = PRESET_CONTROLNETS[seleccion]
        else:
            controlnet_url.value = ""

    preset_controlnet_dropdown.observe(actualizar_url_controlnet, names='value')

    controlnet_method = widgets.Dropdown(options=['aria2', 'gdown'], value='aria2', description='Método:')
    controlnet_btn = widgets.Button(description='Descargar ControlNet', button_style='danger', icon='download')
    controlnet_btn.on_click(lambda b: procesar_descarga(b, controlnet_url, controlnet_method, CONTROLNET_DIR))

    tab_controlnet = widgets.VBox([
        widgets.HTML("<h4>Descargar Modelos ControlNet</h4><p>Elige el Pro Max, el paquete Lite, o pega enlaces separados por comas (,)</p>"),
        preset_controlnet_dropdown,
        widgets.HBox([controlnet_url, controlnet_method]),
        controlnet_btn
    ])

    # --- Ensamblar Interfaz ---
    tabs = widgets.Tab(children=[tab_base, tab_lora, tab_vae, tab_upscaler, tab_controlnet])
    tabs.set_title(0, '📦 Modelos Base')
    tabs.set_title(1, '✨ LoRAs')
    tabs.set_title(2, '🎨 VAEs')
    tabs.set_title(3, '🔍 Upscalers')
    tabs.set_title(4, '🕹️ ControlNet')

    if token_guardado:
        mensaje_token = "<i>(✅ Token cargado automáticamente desde la memoria persistente)</i>"
    else:
        mensaje_token = "<i>(⚠️ No se encontró token guardado, puedes ingresarlo manualmente)</i>"

    ui = widgets.VBox([
        widgets.HTML("<h2>Gestor de Descargas para SD Forge Classic (Kaggle)</h2>"),
        widgets.HBox([token_input, widgets.HTML(mensaje_token)]),
        tabs,
        widgets.HTML("<hr>"),
        progress_container,
        out_console
    ])

    display(ui)