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9fb460d..904f946 100644 --- a/main.py +++ b/main.py @@ -1,9 +1,9 @@ # -*- coding: utf-8 -*- from course_content_parser import get_course from course_list_info_parser import insert_data -from markdown_transcribe_hugo import get_content +from markdown_transcribe_hugo import get_content as get_hugo_content if __name__ == '__main__': insert_data() get_course() - get_content() + get_hugo_content() diff --git a/markdown_transcribe_rag.py b/markdown_transcribe_rag.py new file mode 100644 index 0000000..1f7cbb6 --- /dev/null +++ b/markdown_transcribe_rag.py @@ -0,0 +1,233 @@ +# -*- coding: utf-8 -*- +import configparser +import os +import shutil +import sqlite3 +from concurrent.futures import ThreadPoolExecutor +from os import makedirs + +import requests + +import json +from course_content_parser import max_download_threads +from logging_config import setup_logging +from transcribe_media import convert_media +from pathlib import Path + +# 读取配置文件 +config = configparser.ConfigParser() +config.read('config.ini') +# max_download_threads = int(config['DEFAULT']['max_download_threads']) +max_download_threads = 10 + +logger = setup_logging() + +# 定义创建表的SQL语句 +CREATE_TABLE_SQL = """ +CREATE TABLE IF NOT EXISTS audio_transcriptions ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + course_id INTEGER NOT NULL, + filename TEXT NOT NULL, + text TEXT, + UNIQUE(course_id, filename) +); +""" + + +def create_audio_transcriptions_table(db_path): + """ + 创建audio_transcriptions表的函数。 + + 参数: + db_path -- SQLite数据库文件的路径 + """ + # 连接到SQLite数据库 + conn = sqlite3.connect(db_path) + cursor = conn.cursor() + + try: + # 执行创建表的SQL语句 + cursor.execute(CREATE_TABLE_SQL) + logger.info("表audio_transcriptions创建成功。") + except sqlite3.Error as e: + logger.error(f"创建表时出错: {e}") + finally: + # 关闭数据库连接 + conn.close() + + +# 调用函数创建表 +db_path = 'courses.db' # 数据库文件路径 + + +# 下载音频文件 +def download_file(url, local_path): + logger.info("download voice file: " + url + " to " + local_path) + try: + with requests.get(url, stream=True) as r: + r.raise_for_status() + with open(local_path, 'wb') as f: + for chunk in r.iter_content(chunk_size=8192): + f.write(chunk) + if not os.path.exists(local_path): + raise FileNotFoundError(f"文件下载后未找到：{local_path}") + return local_path + except Exception as e: + logger.error(f"下载文件时出错：{e}") + return None + + +# 调用api将语音转换为文本 +def voice2txt(voice_path): + text = convert_media(voice_path, True, False) + return text + + +# 保存文本到数据库 +def save_to_db(course_id, filename, text_value): + conn = sqlite3.connect('courses.db') + cursor = conn.cursor() + cursor.execute("INSERT INTO audio_transcriptions (course_id, filename, text) VALUES (?, ?, ?)", + (course_id, filename, text_value)) + conn.commit() + conn.close() + + +# 检查数据库中是否已存在转换后的文本 +def check_db_for_text(course_id, filename): + conn = sqlite3.connect('courses.db') + cursor = conn.cursor() + cursor.execute("SELECT text FROM audio_transcriptions WHERE course_id=? AND filename=?", (course_id, filename)) + result = cursor.fetchone() + conn.close() + return result[0] if result else None + + +def audio_to_text(audio_url, filename, course_id): + # 检查数据库中是否已存在转换后的文本 + db_text = check_db_for_text(course_id, filename) + if db_text: + logger.info(f"文本已存在，无需重复转换：{filename}") + return db_text # 返回已存在的文本 + + try: + logger.info(f"Downloading audio file: {audio_url}") + download_path = os.path.join('course', filename) + local_audio_path = download_file(audio_url, download_path) + if local_audio_path is None: + logger.error("音频文件下载失败") + return "音频文件下载失败" + text_value = voice2txt(local_audio_path) + if text_value: # 只有当转换成功时才保存到数据库 + save_to_db(course_id, filename, text_value) + os.remove(local_audio_path) + return text_value + except Exception as e: + logger.error(f"转换音频到文本时出错：{e}") + return f"音频转文本失败: {e}" + + +def process_item(item): + if item['category'] == 'text': + return f"{item['content']}\n" + # elif item['category'] == 'image': + # return f"![{item['content']}]({item['attachment']['url']})\n" + elif item['category'] == 'audio': + transcription = audio_to_text(item['attachment']['raw_url'], f"audio_{item['id']}.mp3", item['course_id']) + return f"{transcription}\n" + else: + return "" + # return f"[{item['content']}]({item['attachment']['url']})\n" + + +def process_hugo_item(item): + if item['category'] == 'text': + return f"{item['content']}\n\n" + elif item['category'] == 'image': + return f"![{item['content']}]({item['attachment']['url']})\n\n" + elif item['category'] == 'audio': + transcription = audio_to_text(item['attachment']['raw_url'], f"audio_{item['id']}.mp3", item['course_id']) + return f"![{item['content']}]({item['attachment']['url']})\n\n{transcription}\n\n" + else: + return f"[{item['content']}]({item['attachment']['url']})\n\n" + + +def json_to_markdown(json_file, markdown_file, logseq=False): + p = Path(markdown_file) + + curse_name = p.stem + + try: + logger.info(f"Reading JSON file: {json_file}") + with open(json_file, 'r', encoding='utf-8') as file: + data = json.load(file) + metadata = f'+++\ndate = \'{data['data'][0]['created_at']}\'\ndraft = false\ntitle = \'{curse_name}\'\n+++\n\n' + logger.info(f"Writing Markdown file: {markdown_file}") + with open(markdown_file, 'w', encoding='utf-8') as md_file: + # md_file.write(metadata) + with ThreadPoolExecutor(max_workers=max_download_threads) as executor: # Use a thread pool with 5 threads + futures = [executor.submit(process_hugo_item if logseq else process_item, item) for item in + data['data']] + for future in futures: + md_file.write(future.result()) # Write the result to the Markdown file + if os.path.exists(markdown_file) and os.path.getsize(markdown_file) == 0: + print(f"文件 '{markdown_file}' 是空的，将被删除。") + # 2. 删除文件 + os.remove(markdown_file) + + except Exception as e: + logger.error(f"处理JSON文件时出错：{e}") + + +def get_content(): + # 连接到SQLite数据库 + conn = sqlite3.connect('courses.db') + cursor = conn.cursor() + max_course_id = cursor.execute('SELECT id FROM courses ORDER BY id DESC LIMIT 1') # 获取数据库中最大的课程ID + if max_course_id: + max_course_id = max_course_id.fetchone()[0] + logger.info(f"The maximum course ID is {max_course_id}") + else: + logger.info("No courses found in the database.") + max_course_id = 11 + start_course_id = max_course_id - 5 + + # 查询courses表中的所有课程ID + # cursor.execute('SELECT id, title FROM courses where id >= ?', (1,)) + cursor.execute('SELECT id, title FROM courses where id >= ?', (start_course_id,)) + course_ids_data = cursor.fetchall() + course_ids = [row[0] for row in course_ids_data] + course_ids_dict = dict(course_ids_data) + logger.info(course_ids_dict) + + # 创建json文件夹 + if not os.path.exists('json'): + os.makedirs('json') + + # 先请求全部的链接获取数据，并将获取到的课程信息保存到数据库中 + for course_id in course_ids: + logger.info(f"Processing course ID: {course_id}") + + json_filename = os.path.join('json', f'{course_id}.json') + copy_json_file_name = os.path.join('course', f'{course_id}', 'json', + f'{course_ids_dict[course_id]}.json').replace('?', '？') + # md_file_name = os.path.join('markdown', f'{course_id}', f'{course_ids_dict[course_id]}.md') + # if os.path.exists(json_filename): + # logger.info(f"Course {course_id} JSON file already exists, using local file.") + # makedirs(f'course/{course_id}/json', exist_ok=True) + # shutil.copy2(json_filename, copy_json_file_name) + # json_to_markdown(copy_json_file_name, md_file_name) + # else: + # continue + + logseq_md_file_name = os.path.join('markdown', f'{course_id}-{course_ids_dict[course_id]}.md') + if os.path.exists(json_filename): + logger.info(f"Course {course_id} JSON file already exists, using local file.") + # shutil.copy2(json_filename, copy_json_file_name) + json_to_markdown(json_filename, logseq_md_file_name, logseq=False) + else: + continue + + +if __name__ == '__main__': + get_content()