diff --git a/scripts/reimage/regenerate_missing.py b/scripts/reimage/regenerate_missing.py index a5919ba..a1d2ed4 100644 --- a/scripts/reimage/regenerate_missing.py +++ b/scripts/reimage/regenerate_missing.py @@ -95,8 +95,14 @@ def check_content_status(run_dir: str, topic_indices: List[int], variants_count: return status -def regenerate_missing_content(run_dir: str, config: Dict): - """重新生成缺失的海报和配图，包括完全缺失的变体""" +def regenerate_missing_content(run_dir: str, config: Dict, force_regenerate: bool = False): + """重新生成缺失的海报和配图，包括完全缺失的变体 + + Args: + run_dir: 运行目录路径 + config: 配置字典 + force_regenerate: 是否强制重新生成所有海报 + """ run_id = os.path.basename(run_dir) logging.info(f"处理运行ID: {run_id}") @@ -130,6 +136,7 @@ def regenerate_missing_content(run_dir: str, config: Dict): # 统计需要处理的内容 missing_variants = [] incomplete_variants = [] + existing_variants = [] for topic_index in content_status: for variant_index in content_status[topic_index]: @@ -142,11 +149,19 @@ def regenerate_missing_content(run_dir: str, config: Dict): elif not (status["has_poster"] and status["has_additional"]): incomplete_variants.append((topic_index, variant_index)) logging.info(f"变体 {variant_key} 不完整：海报={status['has_poster']} 配图={status['has_additional']}") + else: + existing_variants.append((topic_index, variant_index)) + if force_regenerate: + logging.info(f"变体 {variant_key} 完整，但将强制重新生成海报") + + # 如果启用了强制重新生成，则添加所有已存在的变体到待处理列表 + if force_regenerate and existing_variants: + logging.info(f"将强制重新生成 {len(existing_variants)} 个已存在的完整海报") logging.info(f"需要创建 {len(missing_variants)} 个完全缺失的变体，补充 {len(incomplete_variants)} 个不完整的变体") # 如果需要创建内容，则初始化AI代理 - if missing_variants: + if missing_variants or incomplete_variants or (force_regenerate and existing_variants): # 创建PromptManager实例 try: prompt_manager = PromptManager( @@ -265,7 +280,6 @@ def regenerate_missing_content(run_dir: str, config: Dict): topic_index, output_handler, variants=1, - variant_start_index=variant_index, temperature=config.get("content_temperature", 0.3), top_p=config.get("content_top_p", 0.4), presence_penalty=config.get("content_presence_penalty", 1.5), @@ -292,7 +306,6 @@ def regenerate_missing_content(run_dir: str, config: Dict): base_url=config["api_url"], api_key=config["api_key"], variants=1, # 只生成一个变体 - variant_start_index=variant_index, # 从指定变体索引开始 title_possibility=title_possibility, poster_assets_base_dir=poster_assets_dir, image_base_dir=img_base_dir, @@ -393,7 +406,6 @@ def regenerate_missing_content(run_dir: str, config: Dict): base_url=config["api_url"], api_key=config["api_key"], variants=1, - variant_start_index=variant_index, title_possibility=title_possibility, poster_assets_base_dir=poster_assets_dir, image_base_dir=img_base_dir, @@ -466,6 +478,125 @@ def regenerate_missing_content(run_dir: str, config: Dict): except Exception as e: logging.warning(f"访问海报目录时出错: {e}") + # 3. 处理已存在且完整的变体（如果启用了强制重新生成） + if force_regenerate and existing_variants and ai_agent: + logging.info(f"开始强制重新生成 {len(existing_variants)} 个已存在的完整海报") + + for topic_index, variant_index in existing_variants: + variant_key = f"{topic_index}_{variant_index}" + topic_dir = os.path.join(run_dir, variant_key) + topic_item = topic_map.get(topic_index) + + if not topic_item: + logging.error(f"找不到主题 {topic_index} 的数据，跳过") + continue + + # 删除原有海报文件，不创建备份 + poster_dir = os.path.join(topic_dir, poster_subdir) + if os.path.exists(poster_dir): + try: + # 直接删除原有海报目录中的所有文件 + for file_name in os.listdir(poster_dir): + file_path = os.path.join(poster_dir, file_name) + if os.path.isfile(file_path): + os.remove(file_path) + logging.debug(f"已删除文件: {file_path}") + logging.info(f"已清空变体 {variant_key} 的海报目录，准备重新生成") + except Exception as e: + logging.error(f"删除原有海报文件时出错: {e}") + continue + else: + # 如果目录不存在，创建它 + os.makedirs(poster_dir, exist_ok=True) + logging.info(f"创建海报目录: {poster_dir}") + + # 重新生成海报 + logging.info(f"强制重新生成变体 {variant_key} 的海报...") + + try: + posters_attempted = generate_posters_for_topic( + topic_item=topic_item, + output_dir=config["output_dir"], + run_id=run_id, + topic_index=topic_index, + output_handler=output_handler, + model_name=config["model"], + base_url=config["api_url"], + api_key=config["api_key"], + variants=1, + title_possibility=title_possibility, + poster_assets_base_dir=poster_assets_dir, + image_base_dir=img_base_dir, + resource_dir_config=res_dir_config, + poster_target_size=poster_size, + text_possibility=txt_possibility, + img_frame_possibility=img_frame_possibility, + text_bg_possibility=text_bg_possibility, + output_collage_subdir=collage_subdir, + output_poster_subdir=poster_subdir, + output_poster_filename=poster_filename, + system_prompt=poster_content_system_prompt, + collage_style=collage_style, + timeout=request_timeout + ) + + if posters_attempted: + logging.info(f"变体 {variant_key} 海报强制重新生成完成") + else: + logging.warning(f"变体 {variant_key} 海报强制重新生成失败") + continue + + except Exception as e: + logging.exception(f"强制重新生成海报时出错: {e}") + continue + + # 重新生成额外配图 + if os.path.exists(poster_dir): + try: + metadata_files = [f for f in os.listdir(poster_dir) + if f.endswith("_metadata.json") and os.path.isfile(os.path.join(poster_dir, f))] + + if metadata_files: + poster_metadata_path = os.path.join(poster_dir, metadata_files[0]) + logging.info(f"为变体 {variant_key} 重新生成额外配图，使用新生成的元数据: {poster_metadata_path}") + + try: + object_name = topic_item.get("object", "").split(".")[0].replace("景点信息-", "").strip() + source_image_dir = os.path.join(img_base_dir, object_name) + + if os.path.exists(source_image_dir) and os.path.isdir(source_image_dir): + # 删除可能存在的额外配图文件 + for file_name in os.listdir(poster_dir): + if file_name.startswith("additional_") and file_name.endswith(".jpg"): + os.remove(os.path.join(poster_dir, file_name)) + logging.debug(f"已删除额外配图: {file_name}") + + additional_paths = select_additional_images( + run_id=run_id, + topic_index=topic_index, + variant_index=variant_index, + poster_metadata_path=poster_metadata_path, + source_image_dir=source_image_dir, + num_additional_images=additional_images_count, + output_handler=output_handler, + variation_strength=variation_strength, + extra_effects=extra_effects + ) + + if additional_paths: + logging.info(f"已为变体 {variant_key} 重新生成 {len(additional_paths)} 张额外配图") + else: + logging.warning(f"未能为变体 {variant_key} 重新生成任何额外配图") + else: + logging.warning(f"源图像目录不存在: {source_image_dir}") + except Exception as e: + logging.exception(f"重新生成额外配图时出错: {e}") + else: + logging.warning(f"未找到海报元数据文件，无法重新生成配图") + + except Exception as e: + logging.warning(f"访问海报目录时出错: {e}") + # 关闭AI代理 if ai_agent: ai_agent.close() @@ -476,8 +607,12 @@ def main(): parser.add_argument("--run_dir", required=True, help="之前运行结果的目录") parser.add_argument("--config", default="poster_gen_config.json", help="配置文件路径") parser.add_argument("--debug", action="store_true", help="启用调试日志") + parser.add_argument("--force", action="store_true", help="强制重新生成所有海报，不仅是缺失的") + parser.add_argument("--topic", type=int, help="指定要重新生成的主题ID") + parser.add_argument("--poster-config", help="指定海报配置文件路径，优先使用该配置") + parser.add_argument("--object", help="指定要使用的景点名称，例如'青青世界'") args = parser.parse_args() - + # 设置日志级别 log_level = logging.DEBUG if args.debug else logging.INFO logging.basicConfig( @@ -497,8 +632,455 @@ def main(): sys.exit(1) # 开始处理 - logging.info(f"开始为 {args.run_dir} 补充生成内容") - regenerate_missing_content(args.run_dir, config) + if args.poster_config and args.topic: + logging.info(f"开始使用指定配置文件为主题 {args.topic} 重新生成海报") + + # 检查海报配置文件是否存在 + if not os.path.exists(args.poster_config): + logging.error(f"指定的海报配置文件不存在: {args.poster_config}") + sys.exit(1) + + # 读取海报配置文件 + try: + with open(args.poster_config, 'r', encoding='utf-8') as f: + poster_configs = json.load(f) + logging.info(f"已加载海报配置文件: {args.poster_config}") + + # 从配置文件中查找主题配置 + topic_config = None + for config_item in poster_configs: + if config_item.get('index') == args.topic: + topic_config = config_item + break + + if not topic_config: + logging.error(f"在配置文件中找不到主题 {args.topic}") + sys.exit(1) + + logging.info(f"找到主题 {args.topic} 配置: {json.dumps(topic_config, ensure_ascii=False)}") + + # 创建输出处理器 + output_handler = FileSystemOutputHandler(config.get("output_dir", "result")) + + # 加载主题文件以获取运行ID + run_id = os.path.basename(args.run_dir) + + # 直接从海报配置创建临时主题对象 + # 尝试找到一个有效的目标文件夹用于图片 + img_base_dir = config.get("image_base_dir") + target_object = None + + # 如果指定了object参数，优先使用 + if args.object: + target_object = f"景点信息-{args.object}.txt" + logging.info(f"使用指定的景点: {args.object}") + # 否则尝试自动查找合适的图片目录 + elif os.path.exists(img_base_dir): + # 寻找一个合适的图片目录作为对象 + subdirs = [d for d in os.listdir(img_base_dir) if os.path.isdir(os.path.join(img_base_dir, d))] + if subdirs: + # 优先使用青青世界的图片，因为海报主题是青青世界 + qingqing_dirs = [d for d in subdirs if "青青" in d] + if qingqing_dirs: + target_object = f"景点信息-{qingqing_dirs[0]}.txt" + else: + target_object = f"景点信息-{subdirs[0]}.txt" + logging.info(f"使用图片目录: {os.path.splitext(target_object)[0].replace('景点信息-', '')}") + + if not target_object: + target_object = "景点信息-青青世界.txt" # 默认假设有青青世界目录 + + temp_topic_item = { + "index": args.topic, + "title": topic_config.get("main_title", f"Topic {args.topic}"), + "object": target_object + } + + logging.info(f"已创建临时主题对象: {json.dumps(temp_topic_item, ensure_ascii=False)}") + + # 直接调用生成函数 + try: + # 创建AI代理 + request_timeout = config.get("request_timeout", 180) + max_retries = config.get("max_retries", 3) + stream_chunk_timeout = config.get("stream_chunk_timeout", 30) + + ai_agent = AI_Agent( + config.get("api_url"), + config.get("model"), + config.get("api_key"), + timeout=request_timeout, + max_retries=max_retries, + stream_chunk_timeout=stream_chunk_timeout, + ) + logging.info("AI代理创建成功") + + # 读取配置参数 + poster_assets_dir = config.get("poster_assets_base_dir") + img_base_dir = config.get("image_base_dir") + res_dir_config = config.get("resource_dir", []) + poster_size = tuple(config.get("poster_target_size", [900, 1200])) + txt_possibility = config.get("text_possibility", 0.3) + img_frame_possibility = config.get("img_frame_possibility", 0.7) + text_bg_possibility = config.get("text_bg_possibility", 0) + collage_subdir = config.get("output_collage_subdir", "collage_img") + poster_subdir = config.get("output_poster_subdir", "poster") + poster_filename = config.get("output_poster_filename", "poster.jpg") + poster_content_system_prompt_path = config.get("poster_content_system_prompt") + collage_style = config.get("collage_style") + title_possibility = config.get("title_possibility", 0.3) + request_timeout = config.get("request_timeout", 180) + additional_images_count = config.get("additional_images_count", 3) + + # 获取图像选择配置参数 + image_selection_config = config.get("image_selection", {}) + variation_strength = image_selection_config.get("variation_strength", "medium") + extra_effects = image_selection_config.get("extra_effects", True) + + # 读取海报内容系统提示词 + with open(poster_content_system_prompt_path, "r", encoding="utf-8") as f: + poster_content_system_prompt = f.read() + + # 处理主题的每个变体 + variants_count = config.get("variants", 1) + for variant_index in range(1, variants_count + 1): + variant_key = f"{args.topic}_{variant_index}" + topic_dir = os.path.join(args.run_dir, variant_key) + + if not os.path.exists(topic_dir): + os.makedirs(topic_dir, exist_ok=True) + logging.info(f"创建变体目录: {topic_dir}") + + # 确保内容文件存在 + content_file = os.path.join(topic_dir, "tweet_content.json") + if not os.path.exists(content_file): + # 查找同主题的其他变体复制内容 + content_copied = False + for other_variant in range(1, variants_count + 1): + if other_variant == variant_index: + continue + + other_dir = os.path.join(args.run_dir, f"{args.topic}_{other_variant}") + other_content = os.path.join(other_dir, "tweet_content.json") + + if os.path.exists(other_content): + shutil.copy2(other_content, content_file) + logging.info(f"已从变体 {args.topic}_{other_variant} 复制内容文件到 {variant_key}") + content_copied = True + break + + # 删除现有海报文件 + poster_dir = os.path.join(topic_dir, poster_subdir) + if os.path.exists(poster_dir): + for file_name in os.listdir(poster_dir): + file_path = os.path.join(poster_dir, file_name) + if os.path.isfile(file_path): + os.remove(file_path) + logging.debug(f"已删除文件: {file_path}") + logging.info(f"已清空变体 {variant_key} 的海报目录") + else: + os.makedirs(poster_dir, exist_ok=True) + logging.info(f"创建海报目录: {poster_dir}") + + # 重新生成海报 + logging.info(f"为变体 {variant_key} 生成海报...") + + try: + # 使用更新后的主题项生成海报 + posters_attempted = generate_posters_for_topic( + topic_item=temp_topic_item, + output_dir=config["output_dir"], + run_id=run_id, + topic_index=args.topic, + output_handler=output_handler, + model_name=config["model"], + base_url=config["api_url"], + api_key=config["api_key"], + variants=1, + title_possibility=title_possibility, + poster_assets_base_dir=poster_assets_dir, + image_base_dir=img_base_dir, + resource_dir_config=res_dir_config, + poster_target_size=poster_size, + text_possibility=txt_possibility, + img_frame_possibility=img_frame_possibility, + text_bg_possibility=text_bg_possibility, + output_collage_subdir=collage_subdir, + output_poster_subdir=poster_subdir, + output_poster_filename=poster_filename, + system_prompt=poster_content_system_prompt, + collage_style=collage_style, + timeout=request_timeout + ) + + if posters_attempted: + logging.info(f"变体 {variant_key} 海报生成完成") + + # 检查是否生成了元数据文件 + metadata_files = [f for f in os.listdir(poster_dir) + if f.endswith("_metadata.json") and os.path.isfile(os.path.join(poster_dir, f))] + + if metadata_files: + poster_metadata_path = os.path.join(poster_dir, metadata_files[0]) + logging.info(f"为变体 {variant_key} 生成额外配图，使用元数据: {poster_metadata_path}") + + try: + object_name = temp_topic_item['object'].split(".")[0].replace("景点信息-", "").strip() + source_image_dir = os.path.join(img_base_dir, object_name) + + if os.path.exists(source_image_dir) and os.path.isdir(source_image_dir): + # 删除旧的配图 + for file_name in os.listdir(poster_dir): + if file_name.startswith("additional_") and file_name.endswith(".jpg"): + os.remove(os.path.join(poster_dir, file_name)) + + additional_paths = select_additional_images( + run_id=run_id, + topic_index=args.topic, + variant_index=variant_index, + poster_metadata_path=poster_metadata_path, + source_image_dir=source_image_dir, + num_additional_images=additional_images_count, + output_handler=output_handler, + variation_strength=variation_strength, + extra_effects=extra_effects + ) + + if additional_paths: + logging.info(f"已为变体 {variant_key} 生成 {len(additional_paths)} 张额外配图") + else: + logging.warning(f"未能为变体 {variant_key} 生成任何额外配图") + else: + logging.warning(f"源图像目录不存在: {source_image_dir}") + except Exception as e: + logging.exception(f"生成额外配图时出错: {e}") + else: + logging.warning(f"未找到海报元数据文件，无法生成配图") + else: + logging.warning(f"变体 {variant_key} 海报生成失败") + except Exception as e: + logging.exception(f"生成海报时出错: {e}") + + # 关闭AI代理 + ai_agent.close() + + except Exception as e: + logging.exception(f"处理主题 {args.topic} 时出错: {e}") + sys.exit(1) + + logging.info(f"使用指定配置文件为主题 {args.topic} 的海报和配图生成完成") + except Exception as e: + logging.exception(f"读取海报配置文件时出错: {e}") + sys.exit(1) + elif args.topic: + logging.info(f"开始为主题 {args.topic} 重新生成海报和配图") + # 创建输出处理器 + output_handler = FileSystemOutputHandler(config.get("output_dir", "result")) + + # 加载主题文件 + run_id = os.path.basename(args.run_dir) + topics_file = os.path.join(args.run_dir, f"tweet_topic_{run_id}.json") + if not os.path.exists(topics_file): + alternative_topics_file = os.path.join(args.run_dir, "tweet_topic.json") + if not os.path.exists(alternative_topics_file): + logging.error(f"主题文件不存在: {topics_file} 或 {alternative_topics_file}") + sys.exit(1) + topics_file = alternative_topics_file + + logging.info(f"使用主题文件: {topics_file}") + topics_list = TopicParser.load_topics_from_json(topics_file) + if not topics_list: + logging.error("无法加载主题列表") + sys.exit(1) + + # 寻找指定的主题 + topic_item = None + for topic in topics_list: + if topic.get('index') == args.topic: + topic_item = topic + break + + if not topic_item: + logging.error(f"找不到主题 {args.topic}") + sys.exit(1) + + # 直接调用生成函数 + try: + # 创建AI代理 + request_timeout = config.get("request_timeout", 180) + max_retries = config.get("max_retries", 3) + stream_chunk_timeout = config.get("stream_chunk_timeout", 30) + + ai_agent = AI_Agent( + config.get("api_url"), + config.get("model"), + config.get("api_key"), + timeout=request_timeout, + max_retries=max_retries, + stream_chunk_timeout=stream_chunk_timeout, + ) + logging.info("AI代理创建成功") + + # 读取配置参数 + poster_assets_dir = config.get("poster_assets_base_dir") + img_base_dir = config.get("image_base_dir") + res_dir_config = config.get("resource_dir", []) + poster_size = tuple(config.get("poster_target_size", [900, 1200])) + txt_possibility = config.get("text_possibility", 0.3) + img_frame_possibility = config.get("img_frame_possibility", 0.7) + text_bg_possibility = config.get("text_bg_possibility", 0) + collage_subdir = config.get("output_collage_subdir", "collage_img") + poster_subdir = config.get("output_poster_subdir", "poster") + poster_filename = config.get("output_poster_filename", "poster.jpg") + poster_content_system_prompt_path = config.get("poster_content_system_prompt") + collage_style = config.get("collage_style") + title_possibility = config.get("title_possibility", 0.3) + request_timeout = config.get("request_timeout", 180) + additional_images_count = config.get("additional_images_count", 3) + + # 获取图像选择配置参数 + image_selection_config = config.get("image_selection", {}) + variation_strength = image_selection_config.get("variation_strength", "medium") + extra_effects = image_selection_config.get("extra_effects", True) + + # 读取海报内容系统提示词 + with open(poster_content_system_prompt_path, "r", encoding="utf-8") as f: + poster_content_system_prompt = f.read() + + # 处理主题的每个变体 + variants_count = config.get("variants", 1) + for variant_index in range(1, variants_count + 1): + variant_key = f"{args.topic}_{variant_index}" + topic_dir = os.path.join(args.run_dir, variant_key) + + if not os.path.exists(topic_dir): + os.makedirs(topic_dir, exist_ok=True) + logging.info(f"创建变体目录: {topic_dir}") + + # 确保内容文件存在 + content_file = os.path.join(topic_dir, "tweet_content.json") + if not os.path.exists(content_file): + # 查找同主题的其他变体复制内容 + content_copied = False + for other_variant in range(1, variants_count + 1): + if other_variant == variant_index: + continue + + other_dir = os.path.join(args.run_dir, f"{args.topic}_{other_variant}") + other_content = os.path.join(other_dir, "tweet_content.json") + + if os.path.exists(other_content): + shutil.copy2(other_content, content_file) + logging.info(f"已从变体 {args.topic}_{other_variant} 复制内容文件到 {variant_key}") + content_copied = True + break + + # 删除现有海报文件 + poster_dir = os.path.join(topic_dir, poster_subdir) + if os.path.exists(poster_dir): + for file_name in os.listdir(poster_dir): + file_path = os.path.join(poster_dir, file_name) + if os.path.isfile(file_path): + os.remove(file_path) + logging.debug(f"已删除文件: {file_path}") + logging.info(f"已清空变体 {variant_key} 的海报目录") + else: + os.makedirs(poster_dir, exist_ok=True) + logging.info(f"创建海报目录: {poster_dir}") + + # 重新生成海报 + logging.info(f"为变体 {variant_key} 生成海报...") + + try: + posters_attempted = generate_posters_for_topic( + topic_item=topic_item, + output_dir=config["output_dir"], + run_id=run_id, + topic_index=args.topic, + output_handler=output_handler, + model_name=config["model"], + base_url=config["api_url"], + api_key=config["api_key"], + variants=1, + title_possibility=title_possibility, + poster_assets_base_dir=poster_assets_dir, + image_base_dir=img_base_dir, + resource_dir_config=res_dir_config, + poster_target_size=poster_size, + text_possibility=txt_possibility, + img_frame_possibility=img_frame_possibility, + text_bg_possibility=text_bg_possibility, + output_collage_subdir=collage_subdir, + output_poster_subdir=poster_subdir, + output_poster_filename=poster_filename, + system_prompt=poster_content_system_prompt, + collage_style=collage_style, + timeout=request_timeout + ) + + if posters_attempted: + logging.info(f"变体 {variant_key} 海报生成完成") + + # 检查是否生成了元数据文件 + metadata_files = [f for f in os.listdir(poster_dir) + if f.endswith("_metadata.json") and os.path.isfile(os.path.join(poster_dir, f))] + + if metadata_files: + poster_metadata_path = os.path.join(poster_dir, metadata_files[0]) + logging.info(f"为变体 {variant_key} 生成额外配图，使用元数据: {poster_metadata_path}") + + try: + object_name = topic_item.get("object", "").split(".")[0].replace("景点信息-", "").strip() + source_image_dir = os.path.join(img_base_dir, object_name) + + if os.path.exists(source_image_dir) and os.path.isdir(source_image_dir): + # 删除旧的配图 + for file_name in os.listdir(poster_dir): + if file_name.startswith("additional_") and file_name.endswith(".jpg"): + os.remove(os.path.join(poster_dir, file_name)) + + additional_paths = select_additional_images( + run_id=run_id, + topic_index=args.topic, + variant_index=variant_index, + poster_metadata_path=poster_metadata_path, + source_image_dir=source_image_dir, + num_additional_images=additional_images_count, + output_handler=output_handler, + variation_strength=variation_strength, + extra_effects=extra_effects + ) + + if additional_paths: + logging.info(f"已为变体 {variant_key} 生成 {len(additional_paths)} 张额外配图") + else: + logging.warning(f"未能为变体 {variant_key} 生成任何额外配图") + else: + logging.warning(f"源图像目录不存在: {source_image_dir}") + except Exception as e: + logging.exception(f"生成额外配图时出错: {e}") + else: + logging.warning(f"未找到海报元数据文件，无法生成配图") + else: + logging.warning(f"变体 {variant_key} 海报生成失败") + except Exception as e: + logging.exception(f"生成海报时出错: {e}") + + # 关闭AI代理 + ai_agent.close() + + except Exception as e: + logging.exception(f"处理主题 {args.topic} 时出错: {e}") + sys.exit(1) + + logging.info(f"主题 {args.topic} 的海报和配图生成完成") + elif args.force: + logging.info(f"开始为 {args.run_dir} 强制重新生成所有海报和配图") + regenerate_missing_content(args.run_dir, config, args.force) + else: + logging.info(f"开始为 {args.run_dir} 补充生成缺失的海报和配图") + regenerate_missing_content(args.run_dir, config, args.force) + logging.info("处理完成") if __name__ == "__main__":