Goku

Holographic displays

In that case you can iterate over the rows instead of using apply()

Test it out and see if it’s more efficient.

Also, you can improve performance by only passing the required columns to apply()

df['c'] = df[['a','b']].apply(function, axis=1)

Actually this seems like a better solution for you.

Here’s another approach, I like this one more because it is a closer match to the problem you described.

Check the result_type=expand argument for df.apply()

I sit it behind a traefik reverse proxy, I have a few other services running too, no issues.

Nextcloud AIO (all in one) is a docker compose nextcloud instance that handles all of the optimizations for you. That’s what I use. I host it on a VPS I lease from contabo. Nextcloud is fast enough for me. I don’t need lightning speeds.