505 lines
23 KiB
Python
505 lines
23 KiB
Python
import os
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import sys
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import json
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import argparse
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import logging
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import shutil
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from typing import List, Dict, Any, Tuple, Optional, Set
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# python scripts/regenerate_missing.py --run_dir /root/autodl-tmp/TravelContentCreator/result/2025-05-12_21-36-33 --config poster_gen_config.json
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# 添加项目根目录到系统路径
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sys.path.append("/root/autodl-tmp/TravelContentCreator")
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sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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# 导入所需的模块
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from utils.output_handler import FileSystemOutputHandler
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from utils.poster_notes_creator import select_additional_images
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from utils.tweet_generator import generate_posters_for_topic, generate_content_for_topic
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from core.topic_parser import TopicParser
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from core.ai_agent import AI_Agent
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from utils.prompt_manager import PromptManager
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def load_config(config_path="poster_gen_config.json"):
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"""加载配置文件"""
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if not os.path.exists(config_path):
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logging.error(f"错误：配置文件 '{config_path}' 不存在")
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return None
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try:
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with open(config_path, 'r', encoding='utf-8') as f:
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config = json.load(f)
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return config
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except Exception as e:
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logging.error(f"加载配置文件时出错: {e}")
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return None
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def check_content_status(run_dir: str, topic_indices: List[int], variants_count: int) -> Dict:
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"""
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检查所有主题和变体的内容状态
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Args:
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run_dir: 运行目录路径
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topic_indices: 所有主题索引列表
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variants_count: 每个主题应有的变体数量
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Returns:
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Dict: 包含所有主题变体内容状态的字典
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"""
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status = {}
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for topic_index in topic_indices:
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status[topic_index] = {}
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for variant_index in range(1, variants_count + 1):
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variant_key = f"{topic_index}_{variant_index}"
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topic_dir = os.path.join(run_dir, variant_key)
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# 如果变体目录不存在，则标记为完全缺失
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if not os.path.exists(topic_dir):
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status[topic_index][variant_index] = {
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"exists": False,
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"has_content": False,
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"has_poster": False,
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"has_additional": False
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}
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continue
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# 变体目录存在，检查内容
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content_file = os.path.join(topic_dir, "tweet_content.json")
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poster_dir = os.path.join(topic_dir, "poster")
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# 检查海报图片和元数据
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has_poster_image = False
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has_poster_metadata = False
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has_additional_images = False
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if os.path.exists(poster_dir):
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poster_files = [f for f in os.listdir(poster_dir)
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if f.endswith(".jpg") and not f.startswith("additional_")]
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has_poster_image = len(poster_files) > 0
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metadata_files = [f for f in os.listdir(poster_dir)
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if f.endswith("_metadata.json")]
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has_poster_metadata = len(metadata_files) > 0
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additional_files = [f for f in os.listdir(poster_dir)
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if f.startswith("additional_") and f.endswith(".jpg")]
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has_additional_images = len(additional_files) > 0
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# 记录状态
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status[topic_index][variant_index] = {
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"exists": True,
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"has_content": os.path.exists(content_file),
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"has_poster": has_poster_image and has_poster_metadata,
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"has_additional": has_additional_images
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}
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return status
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def regenerate_missing_content(run_dir: str, config: Dict):
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"""重新生成缺失的海报和配图，包括完全缺失的变体"""
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run_id = os.path.basename(run_dir)
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logging.info(f"处理运行ID: {run_id}")
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# 创建输出处理器
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output_handler = FileSystemOutputHandler(config.get("output_dir", "result"))
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# 加载主题文件
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topics_file = os.path.join(run_dir, f"tweet_topic_{run_id}.json")
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if not os.path.exists(topics_file):
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alternative_topics_file = os.path.join(run_dir, "tweet_topic.json")
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if not os.path.exists(alternative_topics_file):
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logging.error(f"主题文件不存在: {topics_file} 或 {alternative_topics_file}")
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return
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topics_file = alternative_topics_file
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logging.info(f"使用主题文件: {topics_file}")
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topics_list = TopicParser.load_topics_from_json(topics_file)
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if not topics_list:
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logging.error("无法加载主题列表")
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return
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# 获取所有主题索引和应有的变体数量
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topic_indices = [topic.get('index') for topic in topics_list if topic.get('index')]
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variants_count = config.get("variants", 1)
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logging.info(f"找到 {len(topic_indices)} 个主题，每个主题应有 {variants_count} 个变体")
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# 检查所有主题和变体的内容状态
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content_status = check_content_status(run_dir, topic_indices, variants_count)
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# 统计需要处理的内容
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missing_variants = []
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incomplete_variants = []
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for topic_index in content_status:
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for variant_index in content_status[topic_index]:
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status = content_status[topic_index][variant_index]
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variant_key = f"{topic_index}_{variant_index}"
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if not status["exists"]:
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missing_variants.append((topic_index, variant_index))
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logging.info(f"变体 {variant_key} 完全不存在，需要创建")
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elif not (status["has_poster"] and status["has_additional"]):
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incomplete_variants.append((topic_index, variant_index))
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logging.info(f"变体 {variant_key} 不完整：海报={status['has_poster']} 配图={status['has_additional']}")
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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")
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# 如果需要创建内容，则初始化AI代理
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if missing_variants:
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# 创建PromptManager实例
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try:
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prompt_manager = PromptManager(
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topic_system_prompt_path=config.get("topic_system_prompt"),
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topic_user_prompt_path=config.get("topic_user_prompt"),
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content_system_prompt_path=config.get("content_system_prompt"),
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prompts_config=config.get("prompts_config"),
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resource_dir_config=config.get("resource_dir", []),
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topic_gen_num=config.get("num", 1),
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topic_gen_date=config.get("date", ""),
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content_judger_system_prompt_path=config.get("content_judger_system_prompt")
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)
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logging.info("PromptManager实例创建成功")
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except Exception as e:
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logging.error(f"创建PromptManager实例失败: {e}")
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return
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# 创建AI代理
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try:
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request_timeout = config.get("request_timeout", 180)
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max_retries = config.get("max_retries", 3)
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stream_chunk_timeout = config.get("stream_chunk_timeout", 30)
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ai_agent = AI_Agent(
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config.get("api_url"),
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config.get("model"),
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config.get("api_key"),
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timeout=request_timeout,
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max_retries=max_retries,
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stream_chunk_timeout=stream_chunk_timeout,
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)
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logging.info("AI代理创建成功")
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except Exception as e:
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logging.error(f"创建AI代理失败: {e}")
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return
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else:
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ai_agent = None
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prompt_manager = None
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# 读取配置参数
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poster_assets_dir = config.get("poster_assets_base_dir")
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img_base_dir = config.get("image_base_dir")
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res_dir_config = config.get("resource_dir", [])
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poster_size = tuple(config.get("poster_target_size", [900, 1200]))
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txt_possibility = config.get("text_possibility", 0.3)
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img_frame_possibility = config.get("img_frame_possibility", 0.7)
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text_bg_possibility = config.get("text_bg_possibility", 0)
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collage_subdir = config.get("output_collage_subdir", "collage_img")
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poster_subdir = config.get("output_poster_subdir", "poster")
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poster_filename = config.get("output_poster_filename", "poster.jpg")
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poster_content_system_prompt_path = config.get("poster_content_system_prompt")
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collage_style = config.get("collage_style")
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title_possibility = config.get("title_possibility", 0.3)
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request_timeout = config.get("request_timeout", 180)
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additional_images_count = config.get("additional_images_count", 3)
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# 获取图像选择配置参数
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image_selection_config = config.get("image_selection", {})
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variation_strength = image_selection_config.get("variation_strength", "medium")
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extra_effects = image_selection_config.get("extra_effects", True)
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# 检查关键配置
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if not poster_assets_dir or not img_base_dir or not poster_content_system_prompt_path:
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logging.error("缺少关键配置参数")
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return
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# 读取海报内容系统提示词
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with open(poster_content_system_prompt_path, "r", encoding="utf-8") as f:
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poster_content_system_prompt = f.read()
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# 构建主题索引到主题项的映射
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topic_map = {topic.get('index'): topic for topic in topics_list if topic.get('index')}
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# 1. 处理完全缺失的变体
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if missing_variants and ai_agent and prompt_manager:
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for topic_index, variant_index in missing_variants:
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variant_key = f"{topic_index}_{variant_index}"
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logging.info(f"创建完全缺失的变体: {variant_key}")
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topic_item = topic_map.get(topic_index)
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if not topic_item:
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logging.error(f"找不到主题 {topic_index} 的数据，跳过")
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continue
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# 1.1 复制已有变体的内容文件（如果存在）
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content_copied = False
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for existing_variant in range(1, variants_count + 1):
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if existing_variant == variant_index:
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continue
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existing_dir = os.path.join(run_dir, f"{topic_index}_{existing_variant}")
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existing_content = os.path.join(existing_dir, "tweet_content.json")
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if os.path.exists(existing_content):
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# 创建变体目录
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new_variant_dir = os.path.join(run_dir, variant_key)
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os.makedirs(new_variant_dir, exist_ok=True)
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# 复制内容文件
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new_content_file = os.path.join(new_variant_dir, "tweet_content.json")
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shutil.copy2(existing_content, new_content_file)
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logging.info(f"已从变体 {topic_index}_{existing_variant} 复制内容文件到 {variant_key}")
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content_copied = True
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break
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# 1.2 如果没有可复制的内容，则生成新内容
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if not content_copied:
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logging.info(f"为变体 {variant_key} 生成新内容...")
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# 只为当前变体生成内容
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content_success = generate_content_for_topic(
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ai_agent,
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prompt_manager,
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topic_item,
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run_id,
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topic_index,
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output_handler,
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variants=1,
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variant_start_index=variant_index,
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temperature=config.get("content_temperature", 0.3),
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top_p=config.get("content_top_p", 0.4),
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presence_penalty=config.get("content_presence_penalty", 1.5),
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enable_content_judge=config.get("enable_content_judge", False)
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)
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if not content_success:
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logging.error(f"为变体 {variant_key} 生成内容失败，跳过后续处理")
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continue
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logging.info(f"已为变体 {variant_key} 生成内容")
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# 1.3 生成海报
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logging.info(f"为变体 {variant_key} 生成海报...")
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try:
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posters_attempted = generate_posters_for_topic(
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topic_item=topic_item,
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output_dir=config["output_dir"],
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run_id=run_id,
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topic_index=topic_index,
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output_handler=output_handler,
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model_name=config["model"],
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base_url=config["api_url"],
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api_key=config["api_key"],
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variants=1, # 只生成一个变体
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variant_start_index=variant_index, # 从指定变体索引开始
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title_possibility=title_possibility,
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poster_assets_base_dir=poster_assets_dir,
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image_base_dir=img_base_dir,
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resource_dir_config=res_dir_config,
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poster_target_size=poster_size,
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text_possibility=txt_possibility,
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img_frame_possibility=img_frame_possibility,
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text_bg_possibility=text_bg_possibility,
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output_collage_subdir=collage_subdir,
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output_poster_subdir=poster_subdir,
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output_poster_filename=poster_filename,
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system_prompt=poster_content_system_prompt,
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collage_style=collage_style,
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timeout=request_timeout
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)
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if posters_attempted:
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logging.info(f"变体 {variant_key} 海报生成完成")
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else:
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logging.warning(f"变体 {variant_key} 海报生成失败")
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continue
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except Exception as e:
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logging.exception(f"生成海报时出错: {e}")
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continue
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# 1.4 生成额外配图
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topic_dir = os.path.join(run_dir, variant_key)
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poster_dir = os.path.join(topic_dir, poster_subdir)
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if not os.path.exists(poster_dir):
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logging.warning(f"海报目录不存在: {poster_dir}，无法生成配图")
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continue
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try:
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metadata_files = [f for f in os.listdir(poster_dir)
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if f.endswith("_metadata.json") and os.path.isfile(os.path.join(poster_dir, f))]
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if metadata_files:
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poster_metadata_path = os.path.join(poster_dir, metadata_files[0])
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logging.info(f"为变体 {variant_key} 生成额外配图，使用元数据: {poster_metadata_path}")
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try:
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object_name = topic_item.get("object", "").split(".")[0].replace("景点信息-", "").strip()
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source_image_dir = os.path.join(img_base_dir, object_name)
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if os.path.exists(source_image_dir) and os.path.isdir(source_image_dir):
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additional_paths = select_additional_images(
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run_id=run_id,
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topic_index=topic_index,
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variant_index=variant_index,
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poster_metadata_path=poster_metadata_path,
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source_image_dir=source_image_dir,
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num_additional_images=additional_images_count,
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output_handler=output_handler,
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variation_strength=variation_strength,
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extra_effects=extra_effects
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)
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if additional_paths:
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logging.info(f"已为变体 {variant_key} 生成 {len(additional_paths)} 张额外配图")
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else:
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logging.warning(f"未能为变体 {variant_key} 生成任何额外配图")
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else:
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logging.warning(f"源图像目录不存在: {source_image_dir}")
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except Exception as e:
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logging.exception(f"生成额外配图时出错: {e}")
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else:
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logging.warning(f"未找到海报元数据文件，无法生成额外配图")
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except Exception as e:
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logging.warning(f"访问海报目录时出错: {e}")
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# 2. 处理已存在但不完整的变体
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for topic_index, variant_index in incomplete_variants:
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variant_key = f"{topic_index}_{variant_index}"
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topic_dir = os.path.join(run_dir, variant_key)
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topic_item = topic_map.get(topic_index)
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if not topic_item:
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logging.error(f"找不到主题 {topic_index} 的数据，跳过")
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continue
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status = content_status[topic_index][variant_index]
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# 2.1 如果缺少海报，生成海报
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if not status["has_poster"]:
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logging.info(f"为变体 {variant_key} 补充生成海报...")
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try:
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posters_attempted = generate_posters_for_topic(
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topic_item=topic_item,
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output_dir=config["output_dir"],
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run_id=run_id,
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topic_index=topic_index,
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output_handler=output_handler,
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model_name=config["model"],
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base_url=config["api_url"],
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api_key=config["api_key"],
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variants=1,
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variant_start_index=variant_index,
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title_possibility=title_possibility,
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poster_assets_base_dir=poster_assets_dir,
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image_base_dir=img_base_dir,
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resource_dir_config=res_dir_config,
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poster_target_size=poster_size,
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text_possibility=txt_possibility,
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img_frame_possibility=img_frame_possibility,
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text_bg_possibility=text_bg_possibility,
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output_collage_subdir=collage_subdir,
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output_poster_subdir=poster_subdir,
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output_poster_filename=poster_filename,
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system_prompt=poster_content_system_prompt,
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collage_style=collage_style,
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timeout=request_timeout
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)
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if posters_attempted:
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logging.info(f"变体 {variant_key} 海报生成完成")
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# 更新状态
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status["has_poster"] = True
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else:
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logging.warning(f"变体 {variant_key} 海报生成失败")
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except Exception as e:
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logging.exception(f"生成海报时出错: {e}")
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# 2.2 如果有海报但缺少额外配图，生成配图
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if status["has_poster"] and not status["has_additional"]:
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poster_dir = os.path.join(topic_dir, poster_subdir)
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if not os.path.exists(poster_dir):
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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() |