import pyarrow.parquet as pq
import s3fs

dataset = pq.ParquetDataset('s3://', 
filesystem=s3fs.S3FileSystem(), filters=[('colA', '=', 'some_value'), ('colB', '>=', some_number)])
table = dataset.read()
df = table.to_pandas()