import os import sys import json import argparse import logging import shutil from typing import List, Dict, Any, Tuple, Optional, Set # python scripts/regenerate_missing.py --run_dir /root/autodl-tmp/TravelContentCreator/result/2025-05-12_21-36-33 --config poster_gen_config.json # 添加项目根目录到系统路径 sys.path.append("/root/autodl-tmp/TravelContentCreator") sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) # 导入所需的模块 from utils.output_handler import FileSystemOutputHandler from utils.poster_notes_creator import select_additional_images from utils.tweet_generator import generate_posters_for_topic, generate_content_for_topic from core.topic_parser import TopicParser from core.ai_agent import AI_Agent from utils.prompt_manager import PromptManager def load_config(config_path="poster_gen_config.json"): """加载配置文件""" if not os.path.exists(config_path): logging.error(f"错误：配置文件 '{config_path}' 不存在") return None try: with open(config_path, 'r', encoding='utf-8') as f: config = json.load(f) return config except Exception as e: logging.error(f"加载配置文件时出错: {e}") return None def check_content_status(run_dir: str, topic_indices: List[int], variants_count: int) -> Dict: """ 检查所有主题和变体的内容状态 Args: run_dir: 运行目录路径 topic_indices: 所有主题索引列表 variants_count: 每个主题应有的变体数量 Returns: Dict: 包含所有主题变体内容状态的字典 """ status = {} for topic_index in topic_indices: status[topic_index] = {} for variant_index in range(1, variants_count + 1): variant_key = f"{topic_index}_{variant_index}" topic_dir = os.path.join(run_dir, variant_key) # 如果变体目录不存在，则标记为完全缺失 if not os.path.exists(topic_dir): status[topic_index][variant_index] = { "exists": False, "has_content": False, "has_poster": False, "has_additional": False } continue # 变体目录存在，检查内容 content_file = os.path.join(topic_dir, "tweet_content.json") poster_dir = os.path.join(topic_dir, "poster") # 检查海报图片和元数据 has_poster_image = False has_poster_metadata = False has_additional_images = False if os.path.exists(poster_dir): poster_files = [f for f in os.listdir(poster_dir) if f.endswith(".jpg") and not f.startswith("additional_")] has_poster_image = len(poster_files) > 0 metadata_files = [f for f in os.listdir(poster_dir) if f.endswith("_metadata.json")] has_poster_metadata = len(metadata_files) > 0 additional_files = [f for f in os.listdir(poster_dir) if f.startswith("additional_") and f.endswith(".jpg")] has_additional_images = len(additional_files) > 0 # 记录状态 status[topic_index][variant_index] = { "exists": True, "has_content": os.path.exists(content_file), "has_poster": has_poster_image and has_poster_metadata, "has_additional": has_additional_images } 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""" run_id = os.path.basename(run_dir) logging.info(f"处理运行ID: {run_id}") # 创建输出处理器 output_handler = FileSystemOutputHandler(config.get("output_dir", "result")) # 加载主题文件 topics_file = os.path.join(run_dir, f"tweet_topic_{run_id}.json") if not os.path.exists(topics_file): alternative_topics_file = os.path.join(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}") return 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") return # 获取所有主题索引和应有的变体数量 topic_indices = [topic.get('index') for topic in topics_list if topic.get('index')] variants_count = config.get("variants", 1) logging.info(f"找到 {len(topic_indices)} 个主题，每个主题应有 {variants_count} 个变体") # 检查所有主题和变体的内容状态 content_status = check_content_status(run_dir, topic_indices, variants_count) # 统计需要处理的内容 missing_variants = [] incomplete_variants = [] for topic_index in content_status: for variant_index in content_status[topic_index]: status = content_status[topic_index][variant_index] variant_key = f"{topic_index}_{variant_index}" if not status["exists"]: missing_variants.append((topic_index, variant_index)) logging.info(f"变体 {variant_key} 完全不存在，需要创建") 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']}") 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: # 创建PromptManager实例 try: prompt_manager = PromptManager( topic_system_prompt_path=config.get("topic_system_prompt"), topic_user_prompt_path=config.get("topic_user_prompt"), content_system_prompt_path=config.get("content_system_prompt"), prompts_config=config.get("prompts_config"), resource_dir_config=config.get("resource_dir", []), topic_gen_num=config.get("num", 1), topic_gen_date=config.get("date", ""), content_judger_system_prompt_path=config.get("content_judger_system_prompt") ) logging.info("PromptManager实例创建成功") except Exception as e: logging.error(f"创建PromptManager实例失败: {e}") return # 创建AI代理 try: 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") except Exception as e: logging.error(f"创建AI代理失败: {e}") return else: ai_agent = None prompt_manager = None # 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) # 检查关键配置 if not poster_assets_dir or not img_base_dir or not poster_content_system_prompt_path: logging.error("缺少关键配置参数") return # 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() # 构建主题索引到主题项的映射 topic_map = {topic.get('index'): topic for topic in topics_list if topic.get('index')} # 1. 处理完全缺失的变体 if missing_variants and ai_agent and prompt_manager: for topic_index, variant_index in missing_variants: variant_key = f"{topic_index}_{variant_index}" logging.info(f"创建完全缺失的变体: {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 # 1.1 复制已有变体的内容文件（如果存在） content_copied = False for existing_variant in range(1, variants_count + 1): if existing_variant == variant_index: continue existing_dir = os.path.join(run_dir, f"{topic_index}_{existing_variant}") existing_content = os.path.join(existing_dir, "tweet_content.json") if os.path.exists(existing_content): # 创建变体目录 new_variant_dir = os.path.join(run_dir, variant_key) os.makedirs(new_variant_dir, exist_ok=True) # 复制内容文件 new_content_file = os.path.join(new_variant_dir, "tweet_content.json") shutil.copy2(existing_content, new_content_file) logging.info(f"已从变体 {topic_index}_{existing_variant} 复制内容文件到 {variant_key}") content_copied = True break # 1.2 如果没有可复制的内容，则生成新内容 if not content_copied: logging.info(f"为变体 {variant_key} 生成新内容...") # 只为当前变体生成内容 content_success = generate_content_for_topic( ai_agent, prompt_manager, topic_item, run_id, 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), enable_content_judge=config.get("enable_content_judge", False) ) if not content_success: logging.error(f"为变体 {variant_key} 生成内容失败，跳过后续处理") continue logging.info(f"已为变体 {variant_key} 生成内容") # 1.3 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=topic_index, output_handler=output_handler, model_name=config["model"], 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, 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") else: logging.warning(f"变体 {variant_key} 海报生成失败") continue except Exception as e: logging.exception(f"生成海报时出错: {e}") continue # 1.4 生成额外配图 topic_dir = os.path.join(run_dir, variant_key) poster_dir = os.path.join(topic_dir, poster_subdir) if not os.path.exists(poster_dir): logging.warning(f"海报目录不存在: {poster_dir}，无法生成配图") continue 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} 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): 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} 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，无法生成额外配图") except Exception as e: logging.warning(f"访问海报目录时出错: {e}") # 2. 处理已存在但不完整的变体 for topic_index, variant_index in incomplete_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 status = content_status[topic_index][variant_index] # 2.1 如果缺少海报，生成海报 if not status["has_poster"]: logging.info(f"为变体 {variant_key} 补充生成海报...") try: posters_attempted = generate_posters_for_topic( topic_item=topic_item, output_dir=config["output_dir"], run_id=run_id, topic_index=topic_index, output_handler=output_handler, model_name=config["model"], 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, 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") # 更新状态 status["has_poster"] = True 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}") # 2.2 如果有海报但缺少额外配图，生成配图 if status["has_poster"] and not status["has_additional"]: poster_dir = os.path.join(topic_dir, poster_subdir) if not os.path.exists(poster_dir): logging.warning(f"海报目录不存在: {poster_dir}，无法生成配图") continue 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} 补充生成额外配图，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): 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} 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，无法生成额外配图") 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() logging.info("AI代理已关闭") def main(): parser = argparse.ArgumentParser(description="补充生成丢失的海报和配图") 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") args = parser.parse_args() # 设置日志级别 log_level = logging.DEBUG if args.debug else logging.INFO logging.basicConfig( level=log_level, format='%(asctime)s - %(levelname)s - [%(filename)s:%(lineno)d] - %(message)s', datefmt='%Y-%m-%d %H:%M:%S' ) # 加载配置 config = load_config(args.config) if not config: sys.exit(1) # 检查目录是否存在 if not os.path.exists(args.run_dir): logging.error(f"指定的运行目录不存在: {args.run_dir}") 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) logging.info("处理完成") if __name__ == "__main__": main()