Notebook_Scripts / scripts /dmagic_swarm.py
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Update scripts/dmagic_swarm.py
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# dmagic_swarm.py
"""
Mágica %download para IPython / Jupyter / Colab.
Lee el token de CivitAI desde ~/.civitai_token.pkl (pickle)
Incluye barra de progreso interactiva, renombrado con -o y autogeneración de metadata .swarm.json
Uso:
import download_magic
%download https://civitai.com/api/download/models/..., https://huggingface.co/...
%download https://drive.google.com/file/d/123.../view -o MiModelo.safetensors
"""
from IPython import get_ipython
from IPython.core.magic import register_line_magic
from IPython.display import HTML, display, clear_output
import ipywidgets as widgets
import os
import subprocess
import re
import requests
import pickle
import json
import base64
from pathlib import Path
# ---------- leer token desde pickle ----------
TOKEN_FILE = Path.home() / ".civitai_token.pkl"
token = None
if TOKEN_FILE.exists():
try:
token = pickle.loads(TOKEN_FILE.read_bytes())
except Exception:
pass
# ---------------------------------------------
def ejecutar_con_progreso(cmd, is_gdown=False):
"""Ejecuta el comando leyendo la salida para animar la barra de progreso."""
progress_bar = widgets.IntProgress(
value=0, min=0, max=100,
description='Progreso:',
bar_style='info',
orientation='horizontal',
layout=widgets.Layout(width='80%')
)
status_label = widgets.Label(value="Iniciando descarga...")
display(widgets.VBox([progress_bar, status_label]))
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 generar_metadata_civitai(url, dest_path, pretty_name):
"""Descarga información del modelo desde la API de Civitai y crea el .swarm.json"""
match = re.search(r'models/(\d+)', url)
if not match:
match = re.search(r'modelVersionId=(\d+)', url)
if not match:
return
version_id = match.group(1)
try:
display(HTML(f"<p style='color:#4682B4;'>📄 Obteniendo metadata y preview desde Civitai para el ID <code>{version_id}</code>...</p>"))
# Obtener datos de la versión del modelo
v_resp = requests.get(f"https://civitai.com/api/v1/model-versions/{version_id}", timeout=10)
if v_resp.status_code != 200:
display(HTML(f"<p style='color:orange;'>⚠️ No se pudo obtener la metadata (Puede que el modelo esté oculto). Saltando .json...</p>"))
return
v_data = v_resp.json()
# Obtener datos generales del modelo (para autor y tags)
m_id = v_data.get("modelId")
m_data = {}
if m_id:
m_resp = requests.get(f"https://civitai.com/api/v1/models/{m_id}", timeout=10)
if m_resp.status_code == 200:
m_data = m_resp.json()
# Procesar imagen a base64
thumbnail_b64 = ""
images = v_data.get("images", [])
if images:
img_url = images[0].get("url")
if img_url:
try:
i_resp = requests.get(img_url, timeout=10)
if i_resp.status_code == 200:
content_type = i_resp.headers.get('content-type', 'image/jpeg')
b64_str = base64.b64encode(i_resp.content).decode('utf-8')
thumbnail_b64 = f"data:{content_type};base64,{b64_str}"
except Exception:
pass
# Construir diccionario de Swarm
tags = ", ".join(m_data.get("tags", []))
trigger_words = ", ".join(v_data.get("trainedWords", []))
model_name = m_data.get("name", v_data.get("name", "Modelo"))
version_name = v_data.get("name", "")
desc_html = f'<p>From <a href="https://civitai.com/models/{m_id}?modelVersionId={version_id}" target="_blank">Civitai</a></p><hr />'
desc_html += v_data.get("description", "") or m_data.get("description", "")
swarm_metadata = {
"modelspec.title": f"{model_name} - {version_name}",
"modelspec.description": desc_html,
"modelspec.date": v_data.get("createdAt", ""),
"modelspec.author": m_data.get("creator", {}).get("username", ""),
"modelspec.trigger_phrase": trigger_words,
"modelspec.tags": tags,
"modelspec.thumbnail": thumbnail_b64,
"modelspec.usage_hint": v_data.get("baseModel", "")
}
# Guardar el JSON
base_name = os.path.splitext(pretty_name)[0]
if base_name == "Desconocido":
return
json_filename = f"{base_name}.swarm.json"
json_path = os.path.join(dest_path, json_filename)
with open(json_path, "w", encoding="utf-8") as f:
json.dump(swarm_metadata, f, ensure_ascii=False, indent=2)
display(HTML(f"<p style='color:lightgreen;'>✅ Archivo de Swarm <code>{json_filename}</code> creado con éxito.</p>"))
except Exception as e:
display(HTML(f"<p style='color:orange;'>⚠️ Error construyendo metadata: {e}</p>"))
@register_line_magic
def download(line):
"""
%download url1 [-o nombre1.ext], url2, ...
Muestra solo el nombre real y respeta la carpeta actual (%cd).
Auto-detecta enlaces de Drive para usar gdown y permite renombrado.
"""
dest = os.getcwd()
# Separar por comas para soportar múltiples descargas en la misma línea
items = [item.strip() for item in line.split(",") if item.strip()]
for item in items:
# Extraer URL y el posible nombre personalizado usando regex para atrapar " -o "
parts = re.split(r'\s+-o\s+', item, maxsplit=1)
url = parts[0].strip()
custom_name = parts[1].strip() if len(parts) > 1 else None
# ---------- Google Drive (gdown) ----------
if "drive.google.com" in url:
pretty = custom_name if custom_name else "Archivo de Google Drive (Gdown gestiona el nombre)"
display(HTML(f"<hr><h3 style='color:yellow;'>🛸 Descargando (gdown): <code>{pretty}</code></h3>"
f"<h4 style='color:cyan;'>📁 Destino: <code>{dest}</code></h4>"))
cmd = ["gdown", "--fuzzy", url]
# Si hay nombre custom, le damos la ruta exacta, si no, el directorio
if custom_name:
cmd.extend(["-O", os.path.join(dest, custom_name)])
else:
cmd.extend(["-O", f"{dest}/"])
ejecutar_con_progreso(cmd, is_gdown=True)
# ---------- CivitAI y CivitaiArchive (aria2) ----------
elif "civitai.com" in url or "civitaiarchive.com" in url:
if not token and "civitai.com" in url:
display(HTML("<h4 style='color:red;'>⚠️ Token de CivitAI no encontrado (algunos modelos pueden fallar).</h4>"))
url_token = url
if token and ("civitai.com" in url or "civitaiarchive.com" in url):
url_token = f"{url}{'&' if '?' in url else '?'}token={token}"
# Si el usuario mandó nombre manual, lo usamos. Si no, consultamos la API para saberlo.
if custom_name:
pretty = custom_name
else:
try:
with requests.get(url_token, stream=True, timeout=5) as r:
cd = r.headers.get('Content-Disposition', '')
match = re.findall(r'filename[*]?=(?:UTF-8\'\')?["\']?([^"\';]+)["\']?', cd)
pretty = match[0] if match else url.split('/')[-1].split('?')[0]
except Exception:
pretty = url.split('/')[-1].split('?')[0]
display(HTML(f"<hr><h3 style='color:yellow;'>📥 Descargando (aria2): <code>{pretty}</code></h3>"
f"<h4 style='color:cyan;'>📁 Destino: <code>{dest}</code></h4>"))
cmd = [
"aria2c", "--summary-interval=1",
"-c", "-x", "16", "-s", "16", "-k", "1M",
"-d", dest
]
# Si hay nombre personalizado, usamos -o. Si no, usamos content-disposition
if custom_name:
cmd.extend(["-o", custom_name])
else:
cmd.append("--content-disposition")
cmd.append(url_token)
ejecutar_con_progreso(cmd, is_gdown=False)
# Generar metadata de Civitai al finalizar
if pretty and pretty != "Desconocido":
generar_metadata_civitai(url, dest, pretty)
# ---------- HuggingFace / Otros (aria2) ----------
else:
pretty = custom_name if custom_name else url.split('/')[-1].split('?')[0]
display(HTML(f"<hr><h3 style='color:yellow;'>📥 Descargando (aria2): <code>{pretty}</code></h3>"
f"<h4 style='color:cyan;'>📁 Destino: <code>{dest}</code></h4>"))
cmd = [
"aria2c", "--summary-interval=1",
"-c", "-x", "16", "-s", "16", "-k", "1M",
"-d", dest
]
if custom_name:
cmd.extend(["-o", custom_name])
else:
cmd.extend(["-o", pretty])
cmd.append(url)
ejecutar_con_progreso(cmd, is_gdown=False)
# Limpiar hashes de 64 caracteres típicos de HuggingFace si quedó suelto y no hay nombre custom
if not custom_name and ("huggingface.co" in url):
for f in os.listdir(dest):
if re.fullmatch(r'[0-9a-f]{64}', f):
os.rename(os.path.join(dest, f), os.path.join(dest, pretty))
break
display(HTML("<br><h3 style='color:lightgreen;'>✅ ¡Todas las descargas solicitadas han finalizado!</h3>"))
# Registramos la línea mágica al importar el módulo
get_ipython().register_magic_function(download, magic_kind='line')