This is great very easy to understand and do ETL using Polars
@bugbytes392312 күн бұрын
Thanks! It's awesome for ETL jobs, agreed.
@ringpolitietАй бұрын
Thanks for the video. A polars/pandas/duckdb video would be lovely. Would also be nice if you could then showcase the lazy evaluation/query optimizer in polars compared to pandas. And if you're talking about duckdb which is SQL adjacent, maybe also some words about the SQL interface in polars.
@bugbytes3923Ай бұрын
Great suggestions, thank you - I'll look into some follow-up videos, including the polars/pandas/duckdb comparison.
@RajaseelanGaneswaranАй бұрын
Love this video. great intro!
@bugbytes3923Ай бұрын
Thanks a lot!
@Pradeep_prasadАй бұрын
Thank you for introducing new library❤
@bugbytes3923Ай бұрын
@@Pradeep_prasad no problem thanks for watching!
@tmb8807Ай бұрын
Been using Polars for about a year, and I can't see myself using pandas again. Way faster at basically everything, and even though the code can end up looking quite verbose the syntax comes much more naturally to me. Lacking a built-in plot method was the only snag, but it has that now. And as you said, I'm sure there are some integrations with other libraries that might not work, but there's always the to_pandas method.
@bugbytes3923Ай бұрын
Exactly how I feel too! I'll probably not go back to Pandas much, unless required, although it's served me well for a long time.
@tmb8807Ай бұрын
@@bugbytes3923Indeed. Pandas is still very ingrained (understandably so) so it’ll probably take time for things to move generally. But I’m excited about the possibilities. I’ve even seen it demonstrated that, due to the streaming API allowing it to process larger-than-memory data, Polars is capable of replacing Spark on a single node for some workflows (not all, of course).
@knolljoАй бұрын
polars is super nice to work with, did some data analysis in the last few months. Combined with marimo notebooks it felt like super powers 😅
@bugbytes3923Ай бұрын
@@knolljo I’ll need to check out marimo notebooks!
@knolljoАй бұрын
@@bugbytes3923 Definitely worth it! The ability to have reactive and easy to use interactive elements makes it amazing to work with, plus the notebooks are saved as .py files and can even be exported as standalone scripts, I love that as a git user.
@MshiunwuАй бұрын
Thanks for your sharing. I've been a heavy R user for the last ten years. I think Polars is closer to dplyr than Pandas. Now I know a better way to migrate my previous code.
@bugbytes3923Ай бұрын
@@Mshiunwu thanks for the comment! Glad to hear that Polars is more similar to R - should be easier to pick up for anyone moving to Python!
@jamesinaz8042Ай бұрын
Awesome 💯 will try it out soon
@bugbytes3923Ай бұрын
Thanks a lot, and good luck!
@md.musfiqurrahaman8612Ай бұрын
Subscribed ! For amazing contents and consistency! Keep it up!♥
@bugbytes3923Ай бұрын
@@md.musfiqurrahaman8612 thanks a lot, much appreciated!
@suyashdahale4355Ай бұрын
Best polars tutorial so far 👍
@bugbytes3923Ай бұрын
@@suyashdahale4355 thanks a lot!
@smellypunksАй бұрын
I have been using pandas for years and was waiting to switch to polars which I started to do this year. Lots of pandas scripts to migrate!! I do enjoy Polars even small things like showing strings in “” helps. But some methods seem more verbose than needed and there are some conversations that seem to have been changed unnecessarily. On Nulls very happy to move always from Pandas hellish null handling.
@michaelmaguire6709Ай бұрын
Perfect!
@bugbytes3923Ай бұрын
@@michaelmaguire6709 thanks!
@serychristianrenaudАй бұрын
Thanks ...🎉
@bugbytes3923Ай бұрын
@@serychristianrenaud thanks for watching!
@ahmedbadal3795Ай бұрын
am at 15:00 enjoying it so far what a great tutorial thanks for it why does polars seem better then pandas
Can't use htmx and jquery together for a dropdown in django? I added a htmx get request to a dropdown. But when I use jquery select2 plugin for the dropdown, htmx get not working
@frameff9073Ай бұрын
🎉🎉🎉
@bugbytes3923Ай бұрын
Thanks a lot!!
@NoName-lq7ktАй бұрын
Looks really cool too bad I'll never get a tech job