leaderboard / src /utils.py
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read datasets csv
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import pandas as pd
from huggingface_hub import snapshot_download
def my_snapshot_download(repo_id, revision, local_dir, repo_type, max_workers):
for i in range(10):
try:
snapshot_download(repo_id=repo_id, revision=revision, local_dir=local_dir, repo_type=repo_type, max_workers=max_workers)
return
except Exception:
import time
time.sleep(60)
return
def get_dataset_url(row):
dataset_name = row['Benchmark']
dataset_url = row['Dataset Link']
benchmark = f'<a target="_blank" href="{dataset_url}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{dataset_name}</a>'
return benchmark
def get_dataset_summary_table(file_path):
df = pd.read_csv(file_path)
df['Benchmark'] = df.apply(lambda x: get_dataset_url(x), axis=1)
df = df[['Category', 'Benchmark', 'Data Split', 'Data Size', 'Language']]
return df