DuckLake in Python: The DuckDB Lakehouse Format (2026)
DuckLake 1.0 keeps table metadata in a real SQL database and data as Parquet on S3. A practical Python guide covering pyducklake, time travel, deployment, and where it beats Iceberg.
DuckDB Articles
Ibis in Python: Portable Analytics for DuckDB, BigQuery, and Snowflake (2026)
Ibis 12 compiles one Python DataFrame API to DuckDB, BigQuery, Snowflake, and 20+ other backends. A data engineer's practical 2026 walkthrough with trade-offs.
dlt in Python: A Practical Guide to the Data Load Tool (2026)
dlt 1.x turns Python generators into typed tables in DuckDB, BigQuery, Snowflake, or Iceberg. Practical guide with incremental loads, schema contracts, and Dagster deployment.
Geospatial Analysis with GeoPandas 1.0 in Python: A Practical 2026 Guide
A practical 2026 walkthrough of GeoPandas 1.0 for Python geospatial analysis: installing the stack, handling CRS gotchas, running spatial joins, plotting interactive maps, and scaling beyond memory with DuckDB Spatial and GeoParquet.