langchain/vectorstores/sklearn.py/ParquetSerializer/load
class ParquetSerializer:    def load(self) -> Any:
        table = self.pq.read_table(self.persist_path)
        df = table.to_pandas()
        return {col: series.tolist() for col, series in df.items()}