import os import json import logging from abc import ABC, abstractmethod class OutputHandler(ABC): """Abstract base class for handling the output of the generation pipeline.""" @abstractmethod def handle_topic_results(self, run_id: str, topics_list: list, system_prompt: str, user_prompt: str): """Handles the results from the topic generation step.""" pass @abstractmethod def handle_content_variant(self, run_id: str, topic_index: int, variant_index: int, content_data: dict, prompt_data: str): """Handles the results for a single content variant.""" pass @abstractmethod def handle_poster_configs(self, run_id: str, topic_index: int, config_data: list | dict): """Handles the poster configuration generated for a topic.""" pass @abstractmethod def handle_generated_image(self, run_id: str, topic_index: int, variant_index: int, image_type: str, image_data, output_filename: str, metadata: dict = None): """Handles a generated image (collage or final poster). Args: image_type: Either 'collage' or 'poster'. image_data: The image data (e.g., PIL Image object or bytes). output_filename: The desired filename for the output (e.g., 'poster.jpg'). metadata: Optional dictionary with additional metadata about the image (e.g., used image files). """ pass @abstractmethod def finalize(self, run_id: str): """Perform any final actions for the run (e.g., close files, upload manifests).""" pass class FileSystemOutputHandler(OutputHandler): """Handles output by saving results to the local file system.""" def __init__(self, base_output_dir: str = "result"): self.base_output_dir = base_output_dir logging.info(f"FileSystemOutputHandler initialized. Base output directory: {self.base_output_dir}") def _get_run_dir(self, run_id: str) -> str: """Gets the specific directory for a run, creating it if necessary.""" run_dir = os.path.join(self.base_output_dir, run_id) os.makedirs(run_dir, exist_ok=True) return run_dir def _get_variant_dir(self, run_id: str, topic_index: int, variant_index: int, subdir: str | None = None) -> str: """Gets the specific directory for a variant, optionally within a subdirectory (e.g., 'poster'), creating it if necessary.""" run_dir = self._get_run_dir(run_id) variant_base_dir = os.path.join(run_dir, f"{topic_index}_{variant_index}") target_dir = variant_base_dir if subdir: target_dir = os.path.join(variant_base_dir, subdir) os.makedirs(target_dir, exist_ok=True) return target_dir def handle_topic_results(self, run_id: str, topics_list: list, system_prompt: str, user_prompt: str): run_dir = self._get_run_dir(run_id) # Save topics list topics_path = os.path.join(run_dir, f"tweet_topic_{run_id}.json") try: with open(topics_path, "w", encoding="utf-8") as f: json.dump(topics_list, f, ensure_ascii=False, indent=4) logging.info(f"Topics list saved successfully to: {topics_path}") except Exception as e: logging.exception(f"Error saving topic JSON file to {topics_path}:") # Save prompts prompt_path = os.path.join(run_dir, f"topic_prompt_{run_id}.txt") try: with open(prompt_path, "w", encoding="utf-8") as f: f.write("--- SYSTEM PROMPT ---\n") f.write(system_prompt + "\n\n") f.write("--- USER PROMPT ---\n") f.write(user_prompt + "\n") logging.info(f"Topic prompts saved successfully to: {prompt_path}") except Exception as e: logging.exception(f"Error saving topic prompts file to {prompt_path}:") def handle_content_variant(self, run_id: str, topic_index: int, variant_index: int, content_data: dict, prompt_data: str): """Saves content JSON and prompt for a specific variant.""" variant_dir = self._get_variant_dir(run_id, topic_index, variant_index) # Save content JSON content_path = os.path.join(variant_dir, "article.json") try: with open(content_path, "w", encoding="utf-8") as f: json.dump(content_data, f, ensure_ascii=False, indent=4) logging.info(f"Content JSON saved to: {content_path}") except Exception as e: logging.exception(f"Failed to save content JSON to {content_path}: {e}") # Save content prompt prompt_path = os.path.join(variant_dir, "tweet_prompt.txt") try: with open(prompt_path, "w", encoding="utf-8") as f: # Assuming prompt_data is the user prompt used for this variant f.write(prompt_data + "\n") logging.info(f"Content prompt saved to: {prompt_path}") except Exception as e: logging.exception(f"Failed to save content prompt to {prompt_path}: {e}") def handle_poster_configs(self, run_id: str, topic_index: int, config_data: list | dict): """Saves the complete poster configuration list/dict for a topic.""" run_dir = self._get_run_dir(run_id) config_path = os.path.join(run_dir, f"topic_{topic_index}_poster_configs.json") try: with open(config_path, 'w', encoding='utf-8') as f_cfg_topic: json.dump(config_data, f_cfg_topic, ensure_ascii=False, indent=4) logging.info(f"Saved complete poster configurations for topic {topic_index} to: {config_path}") except Exception as save_err: logging.error(f"Failed to save complete poster configurations for topic {topic_index} to {config_path}: {save_err}") def handle_generated_image(self, run_id: str, topic_index: int, variant_index: int, image_type: str, image_data, output_filename: str, metadata: dict = None): """Saves a generated image (PIL Image) to the appropriate variant subdirectory.""" subdir = None if image_type == 'collage': subdir = 'collage_img' # TODO: Make these subdir names configurable? elif image_type == 'poster': subdir = 'poster' else: logging.warning(f"Unknown image type '{image_type}'. Saving to variant root.") subdir = None # Save directly in variant dir if type is unknown target_dir = self._get_variant_dir(run_id, topic_index, variant_index, subdir=subdir) save_path = os.path.join(target_dir, output_filename) try: # 保存图片 # Assuming image_data is a PIL Image object based on posterGen/simple_collage image_data.save(save_path) logging.info(f"Saved {image_type} image to: {save_path}") # 保存元数据(如果有) if metadata: metadata_filename = os.path.splitext(output_filename)[0] + "_metadata.json" metadata_path = os.path.join(target_dir, metadata_filename) try: with open(metadata_path, 'w', encoding='utf-8') as f: json.dump(metadata, f, ensure_ascii=False, indent=4) logging.info(f"Saved {image_type} metadata to: {metadata_path}") except Exception as me: logging.error(f"Failed to save {image_type} metadata to {metadata_path}: {me}") except Exception as e: logging.exception(f"Failed to save {image_type} image to {save_path}: {e}") def finalize(self, run_id: str): logging.info(f"FileSystemOutputHandler finalizing run: {run_id}. No specific actions needed.") pass # Nothing specific to do for file system finalize