Scaling Up Your Pandas Workflows With The New Snowpark Pandas API

Опубликовано: 08 Ноябрь 2024
на канале: Snowflake Developers

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Struggling with out-of-memory errors with pandas? Scale up your pandas workflows with our new Snowpark Pandas API. Doris Lee, Product Manager at Snowflake, demonstrates how to use Snowpark Pandas for analyzing financial time-series data directly in Snowflake.

CHAPTERS
00:00 - What is Snowpark pandas?
00:26 - Benefits of using Snowpark Pandas
02:12 - Using Snowpark pandas in Snowflake Notebooks
03:36 - Reading Data from Snowflake: A Comparison
06:02 - How it works
06:17 - Data Transformation: Filtering
07:37 - Reshaping data
08:12 - Resampling time series
09:17 - Applying Python function using df.apply
11:22 - Summary

Demo Notebook:
https://github.com/Snowflake-Labs/sno...

Documentation:
https://docs.snowflake.com/developer-...

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