Over resource limits on Streamlit Cloud

pozapas / PEDAT

Pedestrian data visualization dashboard

https://pedatbeta.streamlit.app/

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Over resource limits on Streamlit Cloud #3

Open JoshRoll opened 1 year ago

JoshRoll commented 1 year ago

Hey there :wave: Just wanted to let you know that your app on Streamlit Cloud deployed from this repo has gone over its resource limits. Access to the app is temporarily limited. Visit the app to see more details and possible solutions.

ShawnStrasser commented 12 months ago

One minor optimization suggestion for future development is to avoid data aggregations with Pandas. Polars is similar to but much faster than Pandas, and DuckDB is also fast but uses SQL queries. However, one of the big advantages of Polars/DuckDB is they utilize parallel processing, which could make the app run faster bug use up its resource limits faster too.