File size: 29,360 Bytes
0261398
a63143e
0261398
 
 
7d21919
0261398
a890d5f
0261398
 
 
7d21919
0261398
2e985f4
 
0261398
2e985f4
a890d5f
2e985f4
7d21919
 
 
2e985f4
0261398
a63143e
0261398
 
 
 
 
a63143e
e811dd4
a63143e
0261398
 
 
 
 
 
 
 
 
2e985f4
0261398
 
cc284f2
0261398
 
 
a63143e
 
 
 
 
2dd9bb2
e17e2d6
2e985f4
e17e2d6
 
 
 
 
 
 
 
2dd9bb2
e17e2d6
 
 
 
 
2e985f4
e17e2d6
 
 
 
 
2e985f4
 
e17e2d6
 
 
 
 
 
 
a63143e
cc284f2
2e985f4
cc284f2
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
cc284f2
a63143e
2e985f4
 
a63143e
 
 
 
cc284f2
a63143e
 
 
2e985f4
2dd9bb2
 
2e985f4
2dd9bb2
 
a63143e
 
2dd9bb2
a63143e
 
 
 
 
 
cc284f2
a63143e
2e985f4
 
a63143e
 
 
 
 
 
 
 
 
cc284f2
a63143e
 
 
 
 
 
 
 
 
cc284f2
 
a63143e
 
 
 
cc284f2
a63143e
 
cc284f2
a63143e
 
 
 
 
 
2dd9bb2
a63143e
 
cc284f2
 
 
a63143e
cc284f2
 
 
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0261398
a63143e
 
0261398
a63143e
 
0261398
a63143e
 
0261398
a63143e
 
 
 
0261398
a63143e
 
0261398
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d13d5c8
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d13d5c8
a63143e
 
 
 
 
 
 
 
 
 
0261398
a63143e
 
 
 
d13d5c8
a63143e
 
 
 
0261398
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0261398
a63143e
 
 
 
0261398
a63143e
 
 
 
 
 
 
 
 
0261398
a63143e
 
 
 
 
0261398
a63143e
 
 
 
 
 
 
 
2dd9bb2
 
 
a63143e
 
 
 
 
2dd9bb2
a63143e
2dd9bb2
0261398
2e985f4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
cc284f2
2e985f4
cc284f2
2e985f4
 
 
 
 
 
a63143e
2e985f4
a63143e
2e985f4
 
 
 
 
 
 
 
 
 
 
a63143e
 
0261398
2e985f4
 
 
 
 
 
 
 
 
a63143e
2e985f4
a63143e
2e985f4
 
 
 
cc284f2
2e985f4
 
a63143e
 
 
 
 
 
d13d5c8
a63143e
 
 
 
 
 
 
 
 
d13d5c8
a63143e
aa38287
d13d5c8
a63143e
 
 
 
 
 
 
 
 
e811dd4
a63143e
 
e811dd4
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2e985f4
a63143e
 
 
 
e811dd4
a63143e
e811dd4
a63143e
 
 
 
 
 
0261398
 
a63143e
0261398
 
 
 
a63143e
 
e811dd4
 
a63143e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0261398
a63143e
0261398
 
a63143e
 
 
0261398
 
 
a63143e
 
 
 
 
 
 
2e985f4
a63143e
 
 
 
2e985f4
a63143e
 
0261398
 
a63143e
 
 
 
 
 
 
 
 
 
2e985f4
 
a63143e
 
 
 
2e985f4
a63143e
 
 
 
 
0261398
a63143e
0261398
 
e811dd4
a63143e
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
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
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