Tag:Parquet

Articles tagged "Parquet".

• 32 MIN READ•Aug 25, 2026

  Parquet-Only Manifests in Iceberg v4: Why the Metadata Layer Is Going Columnar

  Iceberg v4 is moving manifests from Avro to Parquet so planners can read only the stats they need. Why the metadata layer is going columnar.

  Apache IcebergIceberg v4Parquet
• 31 MIN READ•Aug 24, 2026

  Variant Shredding Explained: How Iceberg Gets Columnar Performance From Messy JSON

  Variant shredding turns messy JSON into Parquet columns with statistics. How the layout works, how readers reassemble values, and why some queries prune.

  Apache IcebergVariantParquet
• 20 MIN READ•Aug 4, 2026

  A Migration Playbook for Moving Legacy Warehouses onto Apache Iceberg

  A dependency-first playbook for migrating legacy warehouses onto Apache Iceberg: snapshot vs migrate vs add_files, four-level parity validation.

  Apache IcebergMigrationData Warehouse
• 31 MIN READ•Jul 28, 2026

  The Parquet Versioning Problem, and Why Iceberg Cares About It

  Parquet files have a version field that doesn't reliably signal feature requirements. A new versioning discipline is coming, borrowing from Iceberg's.

  ParquetApache IcebergData Engineering
• 27 MIN READ•Jul 6, 2026

  A Deep Dive Into File Compression: How Data Gets Smaller, Why Codecs Differ, and What to Actually Use in the Lakehouse

  Somewhere in your data platform right now, a single configuration property is quietly deciding a meaningful percentage of your storage bill, your q...

  file compressioncodecsparquet
• 27 MIN READ•Jul 6, 2026

  The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage

  For a decade, the file format layer was the most settled real estate in data. Apache Parquet held the analytical world, ORC held the Hive legacy es...

  parquetlancevortex