It depends on the specifics, but I converted a couple of scripts recently that would take minutes to run with Pandas that only took seconds to run with Polars. I was pretty impressed.
That was probably about what I got when I migrated some heavy number crunching code from Pandas to Polars a few years ago. Maybe even better than that.
It depends on the specifics, but I converted a couple of scripts recently that would take minutes to run with Pandas that only took seconds to run with Polars. I was pretty impressed.
That was probably about what I got when I migrated some heavy number crunching code from Pandas to Polars a few years ago. Maybe even better than that.