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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)
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