Terality removes the scalability issues of Pandas, the complexity of Spark, and the limits of Dask or Modin, with a full serverless, scalable and fast data processing engine, replicating the Pandas’ syntax.
Fully Serverless
Terality handles all the infrastructure in terms of storage and compute, so you can focus on your code, analysis and models, rather than worrying about it.
Scalable to 100 GBs in one line of code
Terality does all the provision and scaling behind the scenes up to 100’s of GBs. You’ll virtually get unlimited memory and bandwidth to process all your data.
Up to 100x faster than pandas
With Terality, your code is parallelized to run at light speed, even on 100's of GBs. Our ultimate goal is to be able to process 1 terabyte of data in less than 5 seconds.
pandas API compatible
We’ve parallelized the Pandas API with the exact same syntax, so that you don’t have to learn a new language. Terality can work on existing code just by changing the import line.
How Terality Works
Install Terality, get started within 60 seconds
1
Install terality
From a terminal, pip install terality, and create your Terality account.
2
Import your data into Terality
You can start using terality just as you would use Pandas, by importing terality. Then, load your dataset in Terality’s secured storage just as you’d do it with Pandas. It will be way faster!
3
Process your data
Execute any function or method with the exact same syntax as Pandas. Terality will handle all the processing, scaling and parallelization behind the scenes.
4
Export your data back
When you are done with your data transformations, you can get your dataframe back in your preferred format, and save it to your storage service.
Data Scientists, Engineers and Analysts love Terality
Maxim Bever, CEO of Palandir
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Maxim Bever, CEO of Palandir
“Lorem ipsum dolor sit amet, consectetur adipiscing elit.”
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Molestie non adipiscing pellentesque non varius lobortis aliquet leo. Nulla orci sed ultrices sed vulputate posuere commodo, eget gravida. Sollicitudin volutpat arcu nunc nam.
Maxim Bever, CEO of Palandir
“Lorem ipsum dolor sit amet, consectetur adipiscing elit.”
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Molestie non adipiscing pellentesque non varius lobortis aliquet leo. Nulla orci sed ultrices sed vulputate posuere commodo, eget gravida. Sollicitudin volutpat arcu nunc nam.
David, Data Scientist in a retail company
I save more than 5 hours of waiting time per week with Terality.”
Terality runs my pandas code in a few seconds, instead of minutes on my cloud infrastructure. I save more than 5 hours of waiting time per week, can stay focused on my workflow without interruptions, and go deeper in my data preparation process.
John, Data Scientist in a gaming startup
"I don't have to handle anything but my data. Memory is virtually unlimited.”
Working with dataset above 10GB, I always have to check if I have enough memory to run my pandas code. With Terality, I don't have to handle anything but my data. Memory is virtually unlimited and the infrastructure is fully managed.
Maria, Data Scientist at a banking company
“I don't have to leverage the engineering team anymore. I'm fully autonomous.”
Our datasets are so big that I have to leverage our Data Engineers to execute my pandas code on Spark. Not only I take over their precious time, but the process takes hours. With Terality it's instant, and I have nothing else to do but to change my import line.
Security
Your data is safe with us.
The security of your data is our top priority.
Transparent business model
You’re not the product and neither is your data. You always know where your data is and what it is processed for.
Security & Privacy by design
Strong isolation between users, encryption at rest and in transit, tight access controls. All features undergo a strong security review before the implementation even begins.
Your data is... yours!
By default, we delete all data in our clusters once your script or notebook exits. Of course, we never look at it.
Any question about security? Please email security@terality.com
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