implementation

Implementing Pyvorin for Data Lakes

Parquet reading, partitioning, and transformation.

Published May 30, 2026

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.