In our first benchmarks, we are experiencing, on average, a 10x faster experience with Terality than Pandas on 1GB+ files.
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Our first users enjoy the full serverless experience and the fast lighting experience compared to before with Pandas. We are at the beginning of the beta, and our team will improve performance every day on more and more Pandas functions.
Making Pandas scale in no time and avoiding memory errors is our main priority those days. Please share your feedback and remarks to help us improve the product.
Follow our documentation to get started in less than 1 minute :)
As of today, you can use Terality in your favorite data science online notebook environment - Google Colab. A lot of Google Colab users have been experiencing the pain of getting memory errors and speed issues with Pandas. Indeed, Pandas doesn’t scale well when it comes to processing large datasets above 5 or 10GB.