Datasets:
File size: 830 Bytes
cef9cff | 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 29 30 31 32 33 34 35 36 37 | """
Data loader for graph-topology-benchmark
"""
import pandas as pd
from pathlib import Path
def load_data(split: str = "train") -> pd.DataFrame:
"""
Load the dataset.
Args:
split: Data split ("train" by default)
Returns:
DataFrame with the loaded data
"""
data_dir = Path(__file__).parent / "data"
parquet_path = data_dir / f"{split}.parquet"
if not parquet_path.exists():
raise FileNotFoundError(f"Data file not found: {parquet_path}")
return pd.read_parquet(parquet_path)
def get_columns() -> list:
"""Return list of column names."""
return ['path_redundancy', 'clustering_coefficient', 'capacity_margin', 'robustness_score']
if __name__ == "__main__":
df = load_data()
print(f"Loaded {len(df)} rows")
print(df.head())
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