combine.py

import json
import multiprocessing

# Define the input files
input_files = [
    'OpenHermes-2.5-Uncensored.json',
    'code_bagel.json'
]

# Define the output file
output_file = 'code_bagel_hermes-2.5.json'

def process_file(file, output_data):
    with open(file, 'r', encoding='utf-8') as f:
        for line in f:
            data = json.loads(line)
            instruction = data['instruction']
            input_data = data['input']
            output = data['output']
            output_data.append({
                "instruction": instruction,
                "input": input_data,
                "output": output
            })

if __name__ == '__main__':
    with multiprocessing.Manager() as manager:
        output_data = manager.list()
        with multiprocessing.Pool(processes=12) as pool:
            pool.starmap(process_file, [(file, output_data) for file in input_files])

        with open(output_file, 'w') as f:
            for obj in output_data:
                json.dump(obj, f)
                f.write('\n')  # Write a newline character after each object