Terality and Pandas
Because Pandas doesn't scale well, we have built Terality to enable data scientists and engineers to scale Pandas just by changing the import line in their notebook or IDE.
Terality enables to run Pandas code 10x faster, even on 100 of GBs of data, in a full serverless way. No infrastructure setup is needed.

Differences between Terality and Pandas

Pandas (locally)
Terality
Syntax
Pandas
Pandas
Ideal dataset's size
Less than 1GB
1GB to 100GBs
Parallelization on multiple cores for lightning speed
No
Yes (10-100x faster than Pandas)
Memory available
Local Memory
Virtually unlimited, fully managed
Last modified 9d ago