Files
ComfyUI-Lora-Manager/services/civitai_client.py
2025-02-10 23:40:38 +08:00

180 lines
7.1 KiB
Python

import aiohttp
import os
import json
import logging
from typing import Optional, Dict
logger = logging.getLogger(__name__)
class CivitaiClient:
def __init__(self):
self.base_url = "https://civitai.com/api/v1"
self.headers = {
'User-Agent': 'ComfyUI-LoRA-Manager/1.0'
}
self._session = None
@property
async def session(self) -> aiohttp.ClientSession:
"""Lazy initialize the session"""
if self._session is None:
self._session = aiohttp.ClientSession()
return self._session
async def get_model_by_hash(self, model_hash: str) -> Optional[Dict]:
try:
session = await self.session
async with session.get(f"{self.base_url}/model-versions/by-hash/{model_hash}") as response:
if response.status == 200:
return await response.json()
return None
except Exception as e:
logger.error(f"API Error: {str(e)}")
return None
async def download_preview_image(self, image_url: str, save_path: str):
try:
session = await self.session
async with session.get(image_url) as response:
if response.status == 200:
content = await response.read()
with open(save_path, 'wb') as f:
f.write(content)
return True
return False
except Exception as e:
print(f"Download Error: {str(e)}")
return False
async def get_model_versions(self, model_id: str) -> Optional[Dict]:
"""Fetch all versions of a model"""
try:
session = await self.session
url = f"{self.base_url}/models/{model_id}"
async with session.get(url, headers=self.headers) as response:
if response.status == 200:
data = await response.json()
return data.get('modelVersions', [])
return None
except Exception as e:
logger.error(f"Error fetching model versions: {e}")
return None
async def download_model_version(self, version_id: str, save_dir: str) -> Dict:
"""Download a specific model version"""
try:
session = await self.session
# First get version info
url = f"{self.base_url}/model-versions/{version_id}"
async with session.get(url, headers=self.headers) as response:
if response.status != 200:
return {'success': False, 'error': 'Version not found'}
version_data = await response.json()
download_url = version_data.get('downloadUrl')
if not download_url:
return {'success': False, 'error': 'No download URL found'}
# Download the file
file_name = version_data.get('files', [{}])[0].get('name', f'lora_{version_id}.safetensors')
save_path = os.path.join(save_dir, file_name)
async with session.get(download_url, headers=self.headers) as response:
if response.status != 200:
return {'success': False, 'error': 'Download failed'}
with open(save_path, 'wb') as f:
while True:
chunk = await response.content.read(8192)
if not chunk:
break
f.write(chunk)
# Create metadata file
metadata_path = os.path.splitext(save_path)[0] + '.metadata.json'
metadata = {
'model_name': version_data.get('model', {}).get('name', file_name),
'civitai': version_data,
'preview_url': None,
'from_civitai': True
}
# Download preview image if available
images = version_data.get('images', [])
if images:
preview_ext = '.mp4' if images[0].get('type') == 'video' else '.png'
preview_path = os.path.splitext(save_path)[0] + '.preview' + preview_ext
await self.download_preview_image(images[0]['url'], preview_path)
metadata['preview_url'] = preview_path
# Save metadata
with open(metadata_path, 'w', encoding='utf-8') as f:
json.dump(metadata, f, indent=2, ensure_ascii=False)
return {
'success': True,
'file_path': save_path,
'metadata': metadata
}
except Exception as e:
logger.error(f"Error downloading model version: {e}")
return {'success': False, 'error': str(e)}
async def download_model_with_info(self, download_url: str, version_info: dict, save_dir: str) -> Dict:
"""Download model using provided version info and URL"""
try:
session = await self.session
# Use provided filename or generate one
file_name = version_info.get('files', [{}])[0].get('name', f'lora_{version_info["id"]}.safetensors')
save_path = os.path.join(save_dir, file_name)
# Download the file
async with session.get(download_url, headers=self.headers) as response:
if response.status != 200:
return {'success': False, 'error': 'Download failed'}
with open(save_path, 'wb') as f:
while True:
chunk = await response.content.read(8192)
if not chunk:
break
f.write(chunk)
# Create metadata file
metadata_path = os.path.splitext(save_path)[0] + '.metadata.json'
metadata = {
'model_name': version_info.get('model', {}).get('name', file_name),
'civitai': version_info,
'preview_url': None,
'from_civitai': True
}
# Download preview image if available
images = version_info.get('images', [])
if images:
preview_ext = '.mp4' if images[0].get('type') == 'video' else '.png'
preview_path = os.path.splitext(save_path)[0] + '.preview' + preview_ext
await self.download_preview_image(images[0]['url'], preview_path)
metadata['preview_url'] = preview_path
# Save metadata
with open(metadata_path, 'w', encoding='utf-8') as f:
json.dump(metadata, f, indent=2, ensure_ascii=False)
return {
'success': True,
'file_path': save_path,
'metadata': metadata
}
except Exception as e:
logger.error(f"Error downloading model version: {e}")
return {'success': False, 'error': str(e)}
async def close(self):
"""Close the session if it exists"""
if self._session is not None:
await self._session.close()
self._session = None