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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 |