Posts

All the articles I've posted.

• 7 MIN READ•Apr 29, 2026

  Approaches to Streaming Data into Apache Iceberg Tables

  Stream data into Iceberg with Spark Structured Streaming, Flink, or Kafka Connect. Here is how each works and the trade-offs between latency and maintenance.

  streaming to Apache IcebergSpark Structured Streaming IcebergFlink Iceberg sink
• 7 MIN READ•Apr 29, 2026

  Using Apache Iceberg with Python and MPP Query Engines

  Access Iceberg tables from Python with PyIceberg, DuckDB, and Polars, or through MPP engines like Dremio, Spark, and Trino. Here is how each approach works.

  Python Apache IcebergPyIcebergDuckDB Iceberg
• 7 MIN READ•Apr 29, 2026

  Apache Iceberg Metadata Tables: Querying the Internals

  Iceberg metadata tables let you query snapshots, files, manifests, and partitions using SQL. Here is every metadata table and how to use them.

  Iceberg metadata tablestable snapshotstable files