Apache ORC columnar storage format reference. File structure with stripes and indexes, schema types with evolution rules, compression codecs (ZLIB/SNAPPY/ZSTD), orc-tools CLI, Python/Java writer APIs, Hive ACID transactions, Spark integration, and performance tuning with bloom filters.

Install

openclaw skills install orc

Apache ORC

Apache ORC columnar storage format reference.

Commands

CommandDescription
introORC overview, file structure, vs Parquet
schemaTypes, complex types, schema evolution
compressionZLIB/SNAPPY/LZO/ZSTD codecs, ratios
readorc-tools CLI, Python/Java read APIs
writeWriter APIs, stripe/buffer sizing
hiveHive integration, ACID transactions
sparkSpark ORC read/write, pushdown
performanceBloom filters, indexes, vectorized reads