Are you a data scientist or data engineer looking to improve your data operations and workflows? Look no further than Snowpark! Our team at Keboola has conducted comprehensive benchmark tests pitting Snowpark against Spark, a traditional data processing engine. Our findings? Snowpark outperforms Spark in both speed and cost for most data engineering and machine learning tasks.

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Inside, you’ll find:

• Our benchmarking methodology
• Performance analysis for various use cases and data sizes
• Cost comparison to help you make informed decisions
• A quick overview of Keboola + Snowpark + Streamlit integration to accelerate the creation of interactive data apps

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Unlock the full potential of your data. Our whitepaper, "Benchmarking Snowpark for Python in Keboola," provides all the knowledge you need to make an informed decision.