Alex Merced's Data, Dev and AI Blog

Topic

Parquet

7 posts tagged “Parquet”.

  1. 31 min read

    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.

  2. 30 min read

    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.

  3. 20 min read

    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.

  4. 30 min read

    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.

  5. 27 min read

    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...

  6. 27 min read

    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...

  7. 7 min read

    No Code - Convert XLS/CSV files into Parquet with Dremio

    Convert XLS/CSV Files without having to write python

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