| import glob | |
| import json | |
| import os | |
| import multiprocessing | |
| jsonl_files = glob.glob("/gpfswork/rech/six/commun/bigscience-training/jsonls/xp3capped/*/*/*.jsonl") | |
| print(jsonl_files) | |
| #for path in jsonl_files: | |
| def update_jsonl(path): | |
| print(path) | |
| with open(path, "r") as jsonl_file, open(path.replace(".jsonl", "tmp.jsonl"), "w") as jsonl_file_out: | |
| for line in jsonl_file: | |
| data = json.loads(line) | |
| data["targets"] = data["targets"][0] | |
| jsonl_file_out.write(json.dumps(data) + "\n") | |
| os.rename(path.replace(".jsonl", "tmp.jsonl"), path) | |
| with multiprocessing.Pool(processes=multiprocessing.cpu_count()-5) as pool: | |
| pool.map(update_jsonl, jsonl_files) | |