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011bd7a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | from __future__ import annotations
import os
from datasets import load_dataset
from huggingface_hub import create_repo, upload_file
repo_name = "amazon_polarity"
create_repo(repo_name, organization="mteb", repo_type="dataset")
id2label = {0: "negative", 1: "positive"}
raw_dset = load_dataset("amazon_polarity")
raw_dset = raw_dset.map(
lambda x: {"text": x["title"] + "\n\n" + x["content"]}, num_proc=4
)
raw_dset = raw_dset.map(lambda x: {"label_text": id2label[x["label"]]}, num_proc=4)
raw_dset = raw_dset.remove_columns(["title", "content"])
for split, dset in raw_dset.items():
save_path = f"{split}.jsonl"
dset.to_json(save_path)
upload_file(
path_or_fileobj=save_path,
path_in_repo=save_path,
repo_id="mteb/" + repo_name,
repo_type="dataset",
)
os.system(f"rm {save_path}")
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