Articles
Aug 9, 2023
How to Use pandas read_sql
In this article, we discuss the structure of pandas read_sql, its history, how it relates to SQLAlchemy, and how to use it....
Blog
Articles
Aug 8, 2023
HuggingFace Transformers with Ponder
In this article we show how the HuggingFace Transformers library works with Ponder, a tool that uses your data warehouse (Snowflake, BigQuery, DuckDB) as an engine to run your pandas and NumPy code...
Articles
Aug 3, 2023
Ponder 0.2.0 Release: BigQuery in Public Beta!
We are thrilled to announce Ponder's public beta of BigQuery support. You can now harness the capabilities of BigQuery directly within your pandas workflows, eliminating the need for data movement, so that you can enjoy the scalability and governance provided by an enterprise-grade data warehouse. B...
Articles
Jul 20, 2023
pandas apply in your database
Learn how you can use pandas's apply to perform custom functions on your DataFrame directly on your database!...
Articles
Jul 14, 2023
Pandas in Production with VertexAI and BigQuery
With Ponder, you can use lightweight Vertex AI Notebooks to run pandas on large datasets, all by letting BigQuery do the heavy lifting....
Events
Jul 7, 2023
Professional Pandas Meetup No. 12: Orchestrating Pandas Code with Prefect
George Coyne, Director of Sales Engineering at Prefect, will present a demo of Prefect with pandas / Ponder....
Articles
Jun 23, 2023
Ponder at Snowflake Summit
Come meet with our experts at the Snowflake Summit for a free 1:1 consulting, personalized demo, and some awesome Ponder swag!...
Events
Jun 22, 2023
Effective Pandas E-Book Giveaway! Try Ponder Today
Effective Pandas giveaway for all who share a screenshot of their pandas code running on Ponder! Ends June 30th...
Articles
Jun 9, 2023
The New DuckDB Pivot Operator
DuckDB recently introduced support for a DuckDB PIVOT operator. In this post, we compare the syntax for DuckDB Pivot, Snowflake Pivot, and Ponder Pivot (using the pandas API)....
