Explores using DuckDB and Polars to query and write to Iceberg tables, covering new features, workflows, and practical patterns.
Explores modern single-node data engineering tools like DuckDB, DataFusion, Polars, and LakeSail built on Apache Arrow for high-performance analytics.
Introduces DremioFrame and IceFrame, two new Python libraries for simplifying work with Dremio and Apache Iceberg tables.
A guide to performing data operations using PySpark, Pandas, DuckDB, Polars, and DataFusion within a pre-configured Docker environment.
A guide on using the alexmerced/datanotebook Docker image for a quick data notebook environment with pre-installed libraries like pandas, Polars, and PySpark.
A comparison of Polars and Pandas for data analysis in Python, focusing on Polars' API, performance benefits, and use cases.
Announcement of an upcoming O'Reilly book titled 'Python Polars: The Definitive Guide', a comprehensive guide to the Polars DataFrame library.
