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 @xueyetianya/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