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import asyncio
import base64
import datetime
import json
import logging
import os
import re
import shutil
import subprocess
import time
from typing import Optional
import requests
from bs4 import BeautifulSoup
from fake_useragent import UserAgent
from fastapi import FastAPI
from huggingface_hub import HfApi, create_repo, hf_hub_download, login
# ロギングの設定
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
class Config:
"""設定用のクラス"""
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",
"model_list": "ttttdiva/CivitAI_model_info_test",
"current": ""
}
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': 'civitai-crawler/1.0',
"Content-Type": "application/json"
}
# ===== rclone 用の追加設定 =====
RCLONE_CONF_BASE64 = os.environ.get("RCLONE_CONF_BASE64", "")
# 暗号化されたファイルが出力されるローカルディレクトリ(cryptLocal: の実体)
ENCRYPTED_DIR = "/home/user/app/encrypted"
class CivitAICrawler:
"""CivitAIからモデルをダウンロードし、Hugging Faceにアップロードするクラス"""
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
# rclone のセットアップ
self.setup_rclone_conf()
self.setup_routes()
def setup_routes(self):
"""FastAPIのルーティングを設定する。"""
@self.app.get("/")
def read_root():
now = str(datetime.datetime.now(self.jst))
description = f"""
CivitAIを定期的に周回し新規モデルを {self.repo_ids['current']} にバックアップするSpaceです。
model_list.log や civitai_backup.log は暗号化しないでアップロードします。
モデルのフォルダやファイルは暗号化してアップロードします。
Status: {now} + currently running :D
"""
return description
@self.app.on_event("startup")
async def startup_event():
asyncio.create_task(self.crawl())
# =============================================================================
# rclone の設定・暗号化アップロード処理
# =============================================================================
def setup_rclone_conf(self):
"""環境変数 RCLONE_CONF_BASE64 から rclone.conf を生成し、RCLONE_CONFIG 環境変数を設定"""
if not self.config.RCLONE_CONF_BASE64:
logger.warning("[WARN] RCLONE_CONF_BASE64 is empty. rclone may fail.")
return
os.makedirs(".rclone_config", exist_ok=True)
conf_path = os.path.join(".rclone_config", "rclone.conf")
with open(conf_path, "wb") as f:
f.write(base64.b64decode(self.config.RCLONE_CONF_BASE64))
os.environ["RCLONE_CONFIG"] = conf_path
logger.info(f"[INFO] rclone.conf created at: {conf_path}")
def encrypt_with_rclone(self, local_path: str):
"""
指定ファイル or ディレクトリを cryptLocal: にコピー。
フォルダ構造やファイル名を rclone の filename_encryption 設定に応じて暗号化する。
"""
if not os.path.exists(local_path):
raise FileNotFoundError(f"[ERROR] Local path not found: {local_path}")
# 事前に暗号先ディレクトリをクリーンアップ
if os.path.isdir(self.config.ENCRYPTED_DIR):
shutil.rmtree(self.config.ENCRYPTED_DIR, ignore_errors=True)
# コピー先: cryptLocal:{basename(local_path)}
top_level_name = os.path.basename(local_path.rstrip("/"))
if not top_level_name:
top_level_name = "unnamed"
cmd = ["rclone", "copy", local_path, f"cryptLocal:{top_level_name}", "-v"]
logger.info(f"[INFO] Running: {' '.join(cmd)}")
subprocess.run(cmd, check=True)
logger.info(f"[OK] rclone copy => cryptLocal:{top_level_name}")
if not os.path.isdir(self.config.ENCRYPTED_DIR):
raise FileNotFoundError(
f"[ERROR] {self.config.ENCRYPTED_DIR} not found. Check your rclone config."
)
def upload_encrypted_files(self, repo_id: str, base_path_in_repo: str = ""):
"""
self.config.ENCRYPTED_DIR 以下に生成された暗号化後のファイル・フォルダ構造を再帰的に
Hugging Face にアップロードする。フォルダ名・ファイル名は rclone により暗号化済み。
"""
max_retries = 5
for root, dirs, files in os.walk(self.config.ENCRYPTED_DIR):
for fn in files:
encrypted_file_path = os.path.join(root, fn)
if not os.path.isfile(encrypted_file_path):
continue
relative_path = os.path.relpath(encrypted_file_path, self.config.ENCRYPTED_DIR)
upload_path_in_repo = os.path.join(base_path_in_repo, relative_path)
attempt = 0
while attempt < max_retries:
try:
self.api.upload_file(
path_or_fileobj=encrypted_file_path,
repo_id=repo_id,
path_in_repo=upload_path_in_repo
)
logger.info(f"[OK] Uploaded => {repo_id}/{upload_path_in_repo}")
break
except Exception as e:
attempt += 1
error_message = str(e)
if "over the limit of 100000 files" in error_message:
logger.warning("Repository file limit exceeded. Creating a new repository...")
self.repo_ids['current'] = self.increment_repo_name(self.repo_ids['current'])
self.api.create_repo(repo_id=self.repo_ids['current'], private=True)
# リポジトリが変わったので attempt をリセット
attempt = 0
repo_id = self.repo_ids['current']
continue
elif "you can retry this action in about 1 hour" in error_message:
logger.warning("Encountered 'retry in 1 hour' error. Waiting 1 hour before retrying...")
time.sleep(3600)
attempt -= 1
else:
if attempt < max_retries:
logger.warning(
f"Failed to upload {encrypted_file_path}, retry {attempt}/{max_retries}..."
)
else:
logger.error(
f"Failed to upload after {max_retries} attempts: {encrypted_file_path}"
)
raise
# =============================
# ここから既存処理
# =============================
@staticmethod
def get_filename_from_cd(content_disposition: Optional[str], default_name: str) -> str:
"""Content-Dispositionヘッダーからファイル名を取得する。"""
if content_disposition:
parts = content_disposition.split(';')
for part in parts:
if "filename=" in part:
return part.split("=")[1].strip().strip('"')
return default_name
def download_file(self, url: str, destination_folder: str, default_name: str):
"""指定されたURLからファイルをダウンロードし、指定されたフォルダに保存する。"""
try:
response = requests.get(url, headers=self.config.HEADERS, stream=True)
response.raise_for_status()
except requests.RequestException as e:
logger.error(f"Failed to download file from {url}: {e}")
return
filename = self.get_filename_from_cd(response.headers.get('content-disposition'), default_name)
file_path = os.path.join(destination_folder, filename)
with open(file_path, 'wb') as file:
for chunk in response.iter_content(chunk_size=8192):
file.write(chunk)
logger.info(f"Download completed: {file_path}")
def get_model_info(self, model_id: str) -> dict:
"""モデルの情報を取得する。"""
try:
response = requests.get(self.config.URLS["modelId"] + str(model_id), headers=self.config.HEADERS)
response.raise_for_status()
return response.json()
except requests.RequestException as e:
logger.error(f"Failed to retrieve model info for ID {model_id}: {e}")
def download_model(self, model_versions: list, folder: str, existing_old_version_files: list = []):
"""モデルのバージョンをダウンロードする。"""
latest_version = model_versions[0]
latest_files = latest_version["files"]
for file_info in latest_files:
download_url = file_info["downloadUrl"]
file_name = file_info["name"]
login_detected_count = 0
while login_detected_count < 5:
try:
self.download_file(download_url, folder, file_name)
except Exception as e:
logger.error(f"Exception occurred while downloading {file_name}: {e}")
login_detected_count += 1
continue
if "login" in os.listdir(folder):
login_detected_count += 1
logger.warning(f"'login' file found. Will try again. ({login_detected_count}/5)")
os.remove(os.path.join(folder, "login"))
else:
logger.info(f"Successfully downloaded {file_name}")
break
if login_detected_count >= 5:
dummy_file_name = f"{file_name}.download_failed"
dummy_file_path = os.path.join(folder, dummy_file_name)
try:
with open(dummy_file_path, "w") as f:
f.write("Download failed after 5 attempts.")
logger.error(f"Failed to download {file_name}. Created dummy file {dummy_file_name}. URL: {download_url}")
except Exception as e:
logger.error(f"Failed to create dummy file for {file_name}: {e}")
# 古いバージョンのダウンロード
if len(model_versions) > 1:
old_versions_folder = os.path.join(folder, "old_versions")
os.makedirs(old_versions_folder, exist_ok=True)
for version in model_versions[1:]:
for file_info in version["files"]:
file_name = file_info["name"]
if file_name in existing_old_version_files:
logger.info(f"Skipping download of existing old version file: {file_name}")
continue
download_url = file_info["downloadUrl"]
local_file_path = os.path.join(old_versions_folder, file_name)
login_detected_count = 0
while login_detected_count < 5:
try:
self.download_file(download_url, old_versions_folder, file_name)
except Exception as e:
logger.error(f"Exception occurred while downloading {file_name}: {e}")
login_detected_count += 1
continue
if "login" in os.listdir(old_versions_folder):
login_detected_count += 1
logger.warning(f"'login' file found while downloading {file_name}. Will try again. ({login_detected_count}/5)")
os.remove(os.path.join(old_versions_folder, "login"))
else:
logger.info(f"Successfully downloaded {file_name}")
break
if login_detected_count >= 5:
dummy_file_name = f"{file_name}.download_failed"
dummy_file_path = os.path.join(old_versions_folder, dummy_file_name)
try:
with open(dummy_file_path, "w") as f:
f.write("Download failed after 5 attempts.")
logger.error(f"Failed to download {file_name}. Created dummy file {dummy_file_name}. URL: {download_url}")
except Exception as e:
logger.error(f"Failed to create dummy file for {file_name}: {e}")
continue
# ===== 旧コード: 直接アップロードしていた箇所を削除して、rclone暗号化&アップロードに変更する場合は呼び出さない =====
# 旧来は self.upload_file(...) していたが、このタイミングでアップロードしたくない場合は消すかコメントアウト
# self.upload_file(local_file_path, path_in_repo=...)
# os.remove(local_file_path)
def download_images(self, model_versions: list, folder: str):
"""モデルの画像をダウンロードし、指定されたフォルダに保存する。"""
images_folder = os.path.join(folder, "images")
os.makedirs(images_folder, exist_ok=True)
images = []
for version in model_versions:
for img in version.get("images", []):
image_url = img["url"]
images.append(image_url)
for image_url in images:
image_name = image_url.split("/")[-1]
try:
response = requests.get(image_url)
response.raise_for_status()
with open(os.path.join(images_folder, f"{image_name}.png"), "wb") as file:
file.write(response.content)
except requests.RequestException as e:
logger.error(f"Error downloading image {image_url}: {e}")
# 画像フォルダをパスワード付きZIP
try:
original_cwd = os.getcwd()
os.chdir(folder)
subprocess.run(['zip', '-e', '--password=osanpo', 'images.zip', '-r', 'images'], check=True)
logger.info(f"Images compressed and saved to {os.path.join(folder, 'images.zip')}")
except subprocess.CalledProcessError as e:
logger.error(f"Error creating zip file: {e}")
finally:
os.chdir(original_cwd)
if os.path.exists(images_folder):
shutil.rmtree(images_folder)
def save_html_content(self, url: str, folder: str):
"""指定されたURLからHTMLコンテンツを取得し、保存する。"""
try:
response = requests.get(url)
response.raise_for_status()
html_path = os.path.join(folder, f"{folder}.html")
with open(html_path, 'w', encoding='utf-8') as file:
file.write(response.text)
except Exception as e:
logger.error(f"Error saving HTML content for URL {url}: {e}")
@staticmethod
def save_model_info(model_info: dict, folder: str):
"""モデル情報(json)の保存"""
with open(os.path.join(folder, "model_info.json"), "w") as file:
json.dump(model_info, file, indent=2)
# =============================================================================
# 以下はダウンロードやモデル情報処理の部分(元コードと同等)
# =============================================================================
@staticmethod
def increment_repo_name(repo_id: str) -> str:
match = re.search(r'(\d+)$', repo_id)
if match:
number = int(match.group(1)) + 1
return re.sub(r'\d+$', str(number), repo_id)
else:
return f"{repo_id}1"
# =============================================================================
# ★ 暗号化しないアップロード(ログや model_list.log 用)
# =============================================================================
def upload_file_raw(
self,
file_path: str,
repo_id: Optional[str] = None,
path_in_repo: Optional[str] = None
):
"""
暗号化せず、そのまま Hugging Face にアップロードするメソッド。
civitai_backup.log や model_list.log などはこれを使う。
"""
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)
max_retries = 5
attempt = 0
while attempt < max_retries:
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_path} => {repo_id}/{path_in_repo}")
return
except Exception as e:
attempt += 1
error_message = str(e)
if "over the limit of 100000 files" in error_message:
logger.warning("Repository file limit exceeded, creating a new repository.")
self.repo_ids['current'] = self.increment_repo_name(self.repo_ids['current'])
self.api.create_repo(repo_id=self.repo_ids['current'], private=True)
# リポジトリ変更で attempt リセット
attempt = 0
repo_id = self.repo_ids['current']
continue
elif "you can retry this action in about 1 hour" in error_message:
logger.warning("Encountered 'retry in 1 hour' error. Waiting 1 hour before retrying...")
time.sleep(3600)
attempt -= 1
else:
if attempt < max_retries:
logger.warning(f"Failed to upload raw file {file_path}, retry {attempt}/{max_retries}...")
else:
logger.error(f"Failed to upload raw file after {max_retries} attempts: {file_path}")
raise
# =============================================================================
# ★ 暗号化してアップロード (単ファイル)
# =============================================================================
def upload_file_encrypted(
self,
file_path: str,
repo_id: Optional[str] = None,
path_in_repo: Optional[str] = None
):
"""
単一ファイルを rclone で暗号化し、そのままHFへアップロード。
"""
if repo_id is None:
repo_id = self.repo_ids['current']
base_path = path_in_repo or "" # HF上のベースパス
# 1) rclone で暗号化
self.encrypt_with_rclone(file_path)
# 2) アップロード
self.upload_encrypted_files(repo_id=repo_id, base_path_in_repo=base_path)
# 3) 後始末
if os.path.isdir(self.config.ENCRYPTED_DIR):
shutil.rmtree(self.config.ENCRYPTED_DIR, ignore_errors=True)
# =============================================================================
# ★ 暗号化してアップロード (フォルダ)
# =============================================================================
def upload_folder_encrypted(
self,
folder_path: str,
repo_id: Optional[str] = None,
path_in_repo: Optional[str] = None
):
"""
フォルダを rclone で暗号化し、暗号化されたフォルダ構造ごとアップロード。
"""
if repo_id is None:
repo_id = self.repo_ids['current']
base_path = path_in_repo or ""
self.encrypt_with_rclone(folder_path)
self.upload_encrypted_files(repo_id=repo_id, base_path_in_repo=base_path)
if os.path.isdir(self.config.ENCRYPTED_DIR):
shutil.rmtree(self.config.ENCRYPTED_DIR, ignore_errors=True)
def read_model_list(self):
"""モデルリストを読み込む。"""
model_list = {}
try:
with open(self.config.LIST_FILE, "r", encoding="utf-8") as f:
for line in f:
line = line.strip()
if line:
parts = line.split(": ", 1)
if len(parts) == 2:
modelpage_name, model_hf_url = parts
model_list[model_hf_url] = modelpage_name
return model_list
except Exception as e:
logger.error(f"Failed to read model list: {e}")
return {}
def get_repo_info(self, repo_id):
"""リポジトリの情報を取得する。"""
try:
repo_info = self.api.repo_info(repo_id=repo_id, files_metadata=True)
file_paths = [sibling.rfilename for sibling in repo_info.siblings]
return file_paths
except Exception as e:
logger.error(f"Failed to get repo info for {repo_id}: {e}")
return []
def process_model(self, model_url: str):
"""指定されたモデルURLを処理する関数。"""
try:
model_id = model_url.rstrip("/").split("/")[-1]
model_info = self.get_model_info(model_id)
latest_version = model_info.get("modelVersions", [])[0]
model_file = next(
(file for file in latest_version["files"] if file.get('type') == 'Model'),
None
)
if model_file:
latest_filename = model_file['name']
folder = os.path.splitext(latest_filename)[0]
else:
first_file = latest_version["files"][0]
latest_filename = first_file['name']
folder = os.path.splitext(latest_filename)[0]
logger.warning(f"No 'Model' type file found for model ID {model_id}. Using first file's name.")
os.makedirs(folder, exist_ok=True)
model_hf_url = f"https://huggingface.co/{self.repo_ids['current']}/tree/main/{folder}"
model_list = self.read_model_list()
if model_hf_url in model_list:
repo_id = self.repo_ids['current']
repo_files = self.get_repo_info(repo_id)
old_versions_files = [f for f in repo_files if f.startswith(f"{folder}/old_versions/")]
existing_old_version_files = [os.path.basename(f) for f in old_versions_files]
else:
existing_old_version_files = []
self.download_model(model_info["modelVersions"], folder, existing_old_version_files)
self.download_images(model_info["modelVersions"], folder)
self.save_html_content(model_url, folder)
self.save_model_info(model_info, folder)
# ====== rclone でフォルダ暗号化 → HFへアップロード ======
self.upload_folder_encrypted(folder)
# モデルリスト更新
modelpage_name = model_info.get("name", "Unnamed Model")
model_hf_url = f"https://huggingface.co/{self.repo_ids['current']}/tree/main/{folder}"
with open(self.config.LIST_FILE, "a", encoding="utf-8") as f:
f.write(f"{modelpage_name}: {model_hf_url}\n")
# ローカルフォルダを削除
if os.path.exists(folder):
shutil.rmtree(folder)
except Exception as e:
logger.error(f"Unexpected error processing model ({model_url}): {e}")
async def crawl(self):
"""モデルを定期的にチェックし、更新を行う。"""
while True:
try:
login(token=self.config.HUGGINGFACE_API_KEY, add_to_git_credential=True)
# model_list.logのダウンロード
model_list_path = hf_hub_download(repo_id=self.repo_ids['model_list'], filename=self.config.LIST_FILE)
shutil.copyfile(model_list_path, f"./{self.config.LIST_FILE}")
# ログファイルのダウンロード
local_file_path = hf_hub_download(repo_id=self.repo_ids["log"], filename=self.config.LOG_FILE)
shutil.copyfile(local_file_path, f"./{self.config.LOG_FILE}")
# ログ読み込み
with open(self.config.LOG_FILE, "r", encoding="utf-8") as file:
lines = file.read().splitlines()
old_models = json.loads(lines[0]) if len(lines) > 0 else []
self.repo_ids["current"] = lines[1] if len(lines) > 1 else ""
# 新着モデルの取得
response = requests.get(self.config.URLS["latest"], headers=self.config.HEADERS)
response.raise_for_status()
latest_models = response.json().get("items", [])
latest_model_ids = [item.get("id") for item in latest_models if "id" in item]
# 増分の確認
new_models = list(set(latest_model_ids) - set(old_models))
if new_models:
logger.info(f"New models found: {new_models}")
model_id = new_models[0]
for attempt in range(1, 6):
try:
self.process_model(f"{self.config.URLS['modelId']}{model_id}")
break
except Exception as e:
logger.error(f"Failed to process model ID {model_id} (Attempt {attempt}/5): {e}")
if attempt == 5:
logger.error(f"Skipping model ID {model_id} after 5 failed attempts.")
else:
await asyncio.sleep(2)
else:
# ログファイルを最新のモデルIDで上書き
with open(self.config.LOG_FILE, "w", encoding="utf-8") as f:
f.write(json.dumps(latest_model_ids) + "\n")
f.write(f"{self.repo_ids['current']}\n")
logger.info(f"Updated log file: {self.config.LOG_FILE}")
# ログファイルをリポジトリにアップロード
self.upload_file_raw(
file_path=self.config.LOG_FILE,
repo_id=self.repo_ids["log"],
path_in_repo=self.config.LOG_FILE
)
logger.info("Uploaded log file to repository (unencrypted).")
logger.info("No new models found.")
await asyncio.sleep(60)
continue
# 古いモデルリストに追加
old_models.append(model_id)
# ログファイルの更新
with open(self.config.LOG_FILE, "w", encoding="utf-8") as f:
f.write(json.dumps(old_models) + "\n")
f.write(f"{self.repo_ids['current']}\n")
logger.info(f"Updated log file with new model ID: {model_id}")
# ログとモデルリストのアップロード
self.upload_file_raw(
file_path=self.config.LOG_FILE,
repo_id=self.repo_ids["log"],
path_in_repo=self.config.LOG_FILE
)
self.upload_file_raw(
file_path=self.config.LIST_FILE,
repo_id=self.repo_ids["model_list"],
path_in_repo=self.config.LIST_FILE
)
except Exception as e:
logger.error(f"Error during crawling: {e}")
await asyncio.sleep(300)
# モジュールレベルでFastAPIのアプリケーションを公開
config = Config()
crawler = CivitAICrawler(config)
app = crawler.app