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08/06/2026, 12:08 PMgpfdist utility in Apache Cloudberry.
Key Insight: LZO is specifically designed for speed over compression ratio. It's ideal for scenarios where decompression throughput matters more than storage savings - such as large-scale data loading into MPP databases like Cloudberry.
Core Features
Read Support (.lzo → Cloudberry):
• ✅ Block-level decompression: Processes LZO data block by block, extracting uncompressed length and compressed length from each block header
• ✅ Checksum verification: Validates data integrity using Adler32 and CRC32 checksums embedded in LZO blocks
• ✅ Enhanced error reporting: Provides detailed, actionable error messages for various failure scenarios (truncated files, corrupt data, invalid format, checksum mismatches)
Write Support (Cloudberry → .lzo):
• ✅ Table data unloading: Exports table data to LZO-compressed external files
• ✅ Standard LZOP format output: Generates files compatible with standard lzop tool and Hadoop LZO readers
• ✅ Configurable compression level: Supports LZO compression levels (default: level 1, fastest; configurable up to level 9)
Future Potential - Hadoop Ecosystem Integration:
• 🔮 Direct query of Hive tables stored in LZO-compressed format on HDFS
• 🔮 Seamless integration with Spark LZO Parquet output
• 🔮 Accelerated data loading from Sqoop LZO imports
Use case/motivation
Scenario 1: High-Volume Data Loading
LZO is a lightweight compression algorithm optimized for decompression speed (~500MB/s), making it ideal for scenarios requiring rapid data ingestion. Compared to BZip2 (~10MB/s) and GZIP (~100MB/s), LZO provides the fastest decompression while maintaining a reasonable compression ratio.
Scenario 2: Hadoop Ecosystem Integration
Many Hadoop ecosystem tools natively support LZO compression:
1. Hive: Supports LZO-compressed text and sequence files
2. Spark: Can write LZO-compressed output (via hadoop-lzo library)
3. Sqoop: Commonly uses LZO for bulk imports from RDBMS to HDFS
References
Technical Documentation
• LZO Official Website
• LZOP File Format Specification
• Hadoop LZO Compression Guide
Cloudberry Documentation
• GPFDIST Official Docs
• External Tables Guide
Related Projects
• Apache Cloudberry GitHub
• Greenplum Database (upstream)
Related issues
No response
Are you willing to submit a PR?
• Yes I am willing to submit a PR!
apache/cloudberry