| """Module to generate a JSON Lines file from intro.txt and qa.txt files in a given directory.""" |
|
|
| import logging |
| import os |
| import json |
|
|
|
|
| OUTPUT_DIR = os.path.join('.', 'output') |
|
|
| def generate_jsonlines(directory, output_filename): |
| """ |
| Generate a JSON Lines file from intro.txt and qa.txt files in the given directory. |
| |
| Args: |
| directory (str): The directory path containing the intro.txt and qa.txt files. |
| output_filename (str): The name of the output JSON Lines file to be generated. |
| |
| Raises: |
| FileNotFoundError: If intro.txt or qa.txt is not found in the given directory. |
| ValueError: If qa.txt is not in the correct format. |
| |
| """ |
|
|
| if not os.path.exists(os.path.join(directory, 'intro.txt')) or not os.path.exists(os.path.join(directory, 'qa.txt')): |
| logging.info("Ignoring %s", directory) |
| return |
|
|
| if not verify_file(os.path.join(directory, 'qa.txt')): |
| raise ValueError('qa.txt is not in the correct format') |
|
|
| logging.info("Processing %s", directory) |
|
|
| with open(os.path.join(directory, 'intro.txt'), 'r', encoding='utf-8') as intro_file: |
| intro_content = intro_file.read().strip() |
|
|
| messages = [] |
|
|
| with open(os.path.join(directory, 'qa.txt'), 'r', encoding='utf-8') as qa_file: |
| lines = qa_file.readlines() |
|
|
| for line in lines: |
| line = line.strip() |
| if line.startswith('Q:'): |
| question = line[2:].strip() |
| elif line.startswith('A:'): |
| messages.append([ |
| {'role': 'system', 'content': intro_content}, |
| {'role': 'user', 'content': question}, |
| {'role': 'assistant', 'content': line[2:].strip()} |
| ]) |
|
|
| with open(output_filename, 'w', encoding='utf-8') as jsonl_file: |
| for message in messages: |
| jsonl_file.write(json.dumps({'messages': message}) + '\n') |
|
|
| def verify_file(file_path): |
| """ |
| Verify if the lines in a file have the correct prefix. |
| |
| Args: |
| file_path (str): The path to the file to be verified. |
| |
| Returns: |
| bool: True if all lines have the correct prefix, False otherwise. |
| """ |
|
|
| with open(file_path, 'r', encoding='utf-8') as file: |
| lines = file.readlines() |
|
|
| for i, line in enumerate(lines): |
| if i % 2 == 0: |
| if not line.startswith('Q:'): |
| return False |
| else: |
| if not line.startswith('A:'): |
| return False |
|
|
| return True |
|
|
| def main(): |
| """ |
| Main function to generate JSON Lines files from intro.txt and qa.txt files in the current directory. |
| |
| It creates an output directory if it doesn't exist and processes each subdirectory in the current directory. |
| For each subdirectory, it generates a JSON Lines file with the same name as the subdirectory. |
| |
| """ |
|
|
| os.makedirs(OUTPUT_DIR, exist_ok=True) |
|
|
| for directory_name in os.listdir('.'): |
| directory_path = os.path.join('.', directory_name) |
| if os.path.isdir(directory_path) and directory_path != OUTPUT_DIR: |
| if os.path.isdir(directory_path): |
| output_filename = f"{directory_name}.txt" |
| generate_jsonlines(directory_path, os.path.join(OUTPUT_DIR, output_filename)) |
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|
|
| if __name__ == '__main__': |
| logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s') |
| main() |
