Implementing Pyvorin for Data Lakes

May 30, 2026 | 5 min read

Parquet Reading

Compile post-processing after pyarrow reads Parquet files.

def process_parquet_batch(batch):
    return [compiled_transform(row) for row in batch.to_pylist()]

Partitioning

Compile partition key extraction and hive-style path generation.

Schema Evolution

Compile schema migration and compatibility checks.