File size: 14,841 Bytes
0261398 7d21919 0261398 a890d5f 0261398 7d21919 0261398 7d21919 0261398 a890d5f 7d21919 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 4de47e3 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 4762059 0261398 d13d5c8 4762059 0261398 4762059 0261398 4762059 0261398 4762059 0261398 4762059 0261398 4762059 0261398 4762059 0261398 4762059 0261398 d13d5c8 0261398 4762059 0261398 4762059 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 aa38287 d13d5c8 aa38287 d13d5c8 aa38287 d13d5c8 aa38287 d5f4215 aa38287 d5f4215 aa38287 d5f4215 aa38287 d5f4215 aa38287 d5f4215 aa38287 d5f4215 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 d13d5c8 0261398 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 |
import asyncio
import datetime
import json
import logging
import os
import re
import shutil
import subprocess
import time
import uuid
from typing import Optional
import requests
from bs4 import BeautifulSoup
from fake_useragent import UserAgent
from fastapi import FastAPI
from huggingface_hub import HfApi, hf_hub_download, login
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
class Config:
HUGGINGFACE_API_KEY = os.environ["HUGGINGFACE_API_KEY"]
CIVITAI_API_TOKEN = os.environ["CIVITAI_API_TOKEN"]
LOG_FILE = "civitai_backup.log"
LIST_FILE = "model_list.log"
REPO_IDS = {
"log": "ttttdiva/CivitAI_log_test", # ←ログ用リポジトリ
"model_list": "ttttdiva/CivitAI_model_info_test", # ←モデル一覧用リポジトリ
"current": "" # ←実際のアップ先
}
URLS = {
"latest": "https://civitai.com/api/v1/models?sort=Newest",
"modelPage": "https://civitai.com/models/",
"modelId": "https://civitai.com/api/v1/models/",
"modelVersionId": "https://civitai.com/api/v1/model-versions/",
"hash": "https://civitai.com/api/v1/model-versions/by-hash/"
}
JST = datetime.timezone(datetime.timedelta(hours=9))
UA = UserAgent()
HEADERS = {
'Authorization': f'Bearer {CIVITAI_API_TOKEN}',
'User-Agent': UA.random,
"Content-Type": "application/json"
}
class CivitAICrawler:
def __init__(self, config: Config):
self.config = config
self.api = HfApi()
self.app = FastAPI()
self.repo_ids = self.config.REPO_IDS.copy()
self.jst = self.config.JST
self.setup_rclone_conf()
self.setup_routes()
def setup_rclone_conf(self):
import base64
rclone_b64 = os.environ.get("RCLONE_CONF_BASE64", "")
if rclone_b64:
conf_dir = ".rclone_config"
os.makedirs(conf_dir, exist_ok=True)
conf_path = os.path.join(conf_dir, "rclone.conf")
with open(conf_path, "wb") as f:
f.write(base64.b64decode(rclone_b64))
os.environ["RCLONE_CONFIG"] = conf_path
logger.info(f"[OK] Created rclone.conf => {conf_path}")
else:
logger.warning("[WARN] RCLONE_CONF_BASE64 is empty. rclone may fail.")
def setup_routes(self):
@self.app.get("/")
def read_root():
now = str(datetime.datetime.now(self.jst))
return {
"description": f"CivitAI crawler. Time: {now}",
"repo_current": self.repo_ids["current"]
}
@self.app.on_event("startup")
async def startup_event():
asyncio.create_task(self.crawl())
# ここで「download_file」や「encrypt_and_upload_folder」等のサポート関数を定義
def download_file(self, url: str, dest_folder: str, filename: str) -> Optional[str]:
"""実際にファイルをダウンロードし、dest_folder/filename に保存。"""
os.makedirs(dest_folder, exist_ok=True)
try:
r = requests.get(url, headers=self.config.HEADERS, stream=True)
r.raise_for_status()
except requests.RequestException as e:
logger.error(f"[ERR] download_file: {e}")
return None
file_path = os.path.join(dest_folder, filename)
with open(file_path, 'wb') as f:
for chunk in r.iter_content(chunk_size=8192):
f.write(chunk)
logger.info(f"[OK] Downloaded => {file_path}")
return file_path
def upload_file(self, file_path: str, repo_id: Optional[str]=None, path_in_repo: Optional[str]=None):
"""単一ファイルアップロード用メソッド"""
if repo_id is None:
repo_id = self.repo_ids["current"]
if path_in_repo is None:
path_in_repo = os.path.basename(file_path)
try:
self.api.upload_file(
path_or_fileobj=file_path,
repo_id=repo_id,
path_in_repo=path_in_repo
)
logger.info(f"[OK] Uploaded file => {repo_id}:{path_in_repo}")
except Exception as e:
logger.error(f"[ERR] upload_file: {e}")
def upload_folder(self, folder_path: str, path_in_repo: Optional[str] = None):
"""フォルダ丸ごとアップロード"""
if path_in_repo is None:
path_in_repo = os.path.basename(folder_path)
try:
self.api.upload_folder(
folder_path=folder_path,
repo_id=self.repo_ids["current"],
path_in_repo=path_in_repo
)
logger.info(f"[OK] uploaded folder => {folder_path} => {self.repo_ids['current']}:{path_in_repo}")
except Exception as e:
logger.error(f"[ERR] upload_folder: {e}")
def encrypt_and_upload_folder(self, local_folder: str) -> Optional[str]:
"""
1) subfolder_label = モデルフォルダ名 (local_folderのベース名)
2) rclone mkdir cryptLocal:subfolder_label
3) rclone copy local_folder => cryptLocal:subfolder_label
4) rclone copy cryptLocal:subfolder_label => encrypted/subfolder_label (差分検知やめる)
5) upload_folder(encrypted/subfolder_label, path_in_repo=subfolder_label)
6) cleanup
"""
if not os.path.isdir(local_folder):
logger.error(f"[ERR] {local_folder} is not a directory.")
return None
subfolder_label = os.path.basename(local_folder) # ★ モデル名 or ファイル名を取得
if not subfolder_label:
logger.error(f"[ERR] local_folder has empty basename: {local_folder}")
return None
# === 1) rclone mkdir
mkdir_cmd = ["rclone", "mkdir", f"cryptLocal:{subfolder_label}"]
logger.info(f"[CMD] {' '.join(mkdir_cmd)}")
try:
subprocess.run(mkdir_cmd, check=True)
logger.info(f"[OK] rclone mkdir cryptLocal:{subfolder_label}")
except subprocess.CalledProcessError as e:
logger.error(f"[ERR] rclone mkdir => {e}")
return None
# === 2) rclone copy local_folder => cryptLocal:subfolder_label
copy_cmd = ["rclone", "copy", local_folder, f"cryptLocal:{subfolder_label}", "--create-empty-src-dirs"]
logger.info(f"[CMD] {' '.join(copy_cmd)}")
try:
subprocess.run(copy_cmd, check=True)
logger.info(f"[OK] rclone copy => cryptLocal:{subfolder_label}")
except subprocess.CalledProcessError as e:
logger.error(f"[ERR] rclone copy => {e}")
return None
# === 3) ローカル "encrypted/subfolder_label" に復号ファイル(?) を落とすかどうか
# → HFへのフォルダアップには「ローカルに暗号ファイル群」が必要
# → しかし "directory_name_encryption=true" ならリモート名だけで復号されず、ランダム名かも
# 今回は「物理的に local へ落として upload_folder()」する想定にする
encrypted_base = os.path.join(os.getcwd(), "encrypted")
os.makedirs(encrypted_base, exist_ok=True)
# remove old if exist
local_enc_path = os.path.join(encrypted_base, subfolder_label)
if os.path.exists(local_enc_path):
shutil.rmtree(local_enc_path)
# rclone copy cryptLocal:subfolder_label => encrypted/subfolder_label
pull_cmd = ["rclone", "copy", f"cryptLocal:{subfolder_label}", local_enc_path, "--create-empty-src-dirs"]
logger.info(f"[CMD] {' '.join(pull_cmd)}")
try:
subprocess.run(pull_cmd, check=True)
logger.info(f"[OK] rclone copy => {local_enc_path}")
except subprocess.CalledProcessError as e:
logger.error(f"[ERR] rclone copy back => {e}")
return None
# === 4) upload_folder(local_enc_path, path_in_repo=subfolder_label)
try:
self.upload_folder(local_enc_path, path_in_repo=subfolder_label)
except Exception as e:
logger.error(f"[ERR] encrypt_and_upload_folder => upload_folder: {e}")
# === 5) cleanup
# remove local_folder & local_enc_path
shutil.rmtree(local_folder, ignore_errors=True)
shutil.rmtree(local_enc_path, ignore_errors=True)
logger.info(f"[CLEANUP] removed {local_folder} & {local_enc_path}")
return subfolder_label
# ここで「download_and_process_versions」(=古いバージョン含めまとめてダウンロード) 定義
# => 今回は名前を合わせ「download_and_process_versions」に合わせる
def download_and_process_versions(self, model_versions: list, folder: str):
"""
例: 最新バージョン => folder
古いバージョン => folder/old_versions
"""
if not model_versions:
return
# 最新
latest = model_versions[0]
for f_info in latest.get("files", []):
url = f_info["downloadUrl"]
fname = f_info["name"]
self.download_file(url, folder, fname)
# 古い
if len(model_versions) > 1:
ov_folder = os.path.join(folder, "old_versions")
os.makedirs(ov_folder, exist_ok=True)
for v in model_versions[1:]:
for f_info in v.get("files", []):
url = f_info["downloadUrl"]
fname = f_info["name"]
self.download_file(url, ov_folder, fname)
def get_model_info(self, model_id: str) -> dict:
"""モデルIDからCivitAIの情報を取得"""
try:
url = f"{self.config.URLS['modelId']}{model_id}"
resp = requests.get(url, headers=self.config.HEADERS)
resp.raise_for_status()
return resp.json()
except Exception as e:
logger.error(f"[ERR] get_model_info({model_id}): {e}")
return {}
def process_model(self, model_id: str):
info = self.get_model_info(model_id)
if not info or "modelVersions" not in info:
logger.error(f"[ERR] No modelVersions for {model_id}")
return
versions = info["modelVersions"]
base_dir = "local_models"
os.makedirs(base_dir, exist_ok=True)
# フォルダ名はモデル名にする場合:
# name = info.get("name","UnknownModel")
# folder_name = re.sub(r'[\\/*?:"<>|]', '_', name)
# ただし今はIDが使われているので:
folder_name = str(model_id)
folder_path = os.path.join(base_dir, folder_name)
if os.path.exists(folder_path):
shutil.rmtree(folder_path)
os.makedirs(folder_path, exist_ok=True)
logger.info(f"[OK] Created local folder => {folder_path}")
# ダウンロード
for v in versions:
for f_info in v.get("files", []):
dl_url = f_info["downloadUrl"]
fname = f_info["name"]
self.download_file(dl_url, folder_path, fname)
# 画像
self.download_images(versions, folder_path)
# OPTIONAL: save model_info.json or HTML
# self.save_model_info(info, folder_path)
# === 暗号化&アップロード ===
logger.info(f"[DEBUG] Calling encrypt_and_upload_folder => {folder_path}")
enc_folder = self.encrypt_and_upload_folder(folder_path)
if enc_folder is None:
logger.warning("[WARN] Encryption/Upload returned None.")
else:
logger.info(f"[OK] Encrypted & uploaded folder => {enc_folder}")
async def crawl(self):
while True:
try:
login(token=self.config.HUGGINGFACE_API_KEY, add_to_git_credential=True)
# model_list, log_file のダウンロード
mlist_path = hf_hub_download(repo_id=self.repo_ids["model_list"], filename=self.config.LIST_FILE)
shutil.copyfile(mlist_path, f"./{self.config.LIST_FILE}")
lfile_path = hf_hub_download(repo_id=self.repo_ids["log"], filename=self.config.LOG_FILE)
shutil.copyfile(lfile_path, f"./{self.config.LOG_FILE}")
# read logs
with open(self.config.LOG_FILE, 'r', encoding='utf-8') as f:
lines = f.read().splitlines()
old_models = json.loads(lines[0]) if len(lines)>0 else []
self.repo_ids["current"] = lines[1] if len(lines)>1 else ""
# get newest
r = requests.get(self.config.URLS["latest"], headers=self.config.HEADERS)
r.raise_for_status()
items = r.json().get("items", [])
new_ids = [it["id"] for it in items if "id" in it]
# diff
diff_ids = list(set(new_ids) - set(old_models))
if diff_ids:
mid = diff_ids[0]
for attempt in range(1,6):
try:
self.process_model(str(mid)) # モデルIDはstrにして渡す
break
except Exception as e:
logger.error(f"[ERR] process_model {mid} (attempt {attempt}): {e}")
if attempt==5:
logger.error(f"[SKIP] model {mid} after 5 fails")
else:
await asyncio.sleep(2)
old_models.append(mid)
with open(self.config.LOG_FILE,'w',encoding='utf-8') as f:
f.write(json.dumps(old_models)+"\n")
f.write(self.repo_ids["current"]+"\n")
# アップロードログ
self.upload_file(self.config.LOG_FILE, self.repo_ids["log"], self.config.LOG_FILE)
self.upload_file(self.config.LIST_FILE, self.repo_ids["model_list"], self.config.LIST_FILE)
else:
with open(self.config.LOG_FILE,'w',encoding='utf-8') as f:
f.write(json.dumps(new_ids)+"\n")
f.write(self.repo_ids["current"]+"\n")
self.upload_file(self.config.LOG_FILE, self.repo_ids["log"], self.config.LOG_FILE)
logger.info("[INFO] no new models => sleep(60)")
await asyncio.sleep(60)
continue
except Exception as e:
logger.error(f"[ERR] crawl => {e}")
await asyncio.sleep(300)
# FastAPI
config = Config()
crawler = CivitAICrawler(config)
app = crawler.app
|