Streamlit server consistently failed status checks during heavy computation

☁️ Community Cloud
1

Hello,

I’m intermittently getting “Streamlit server consistently failed status checks” errors. It seems the problem part of my app is when it enters into a cross-validation for loop so I’m guessing it gets too busy to respond to health checks and time out’s results (line 213 of protein_embeddings_app.py). Either that or possibly a memory leak, but I’m not getting resource-type errors. If I increase the number of folds it runs from 3 to 5, then I will get the error and it will fail to load. If I run it at 3 it will work most of the time.

Can I change the frequency of the status checks?

I would be much obliged if anyone could help me fix this without reducing the computation it performs.

The code is at:

And it’s deployed at:
https://share.streamlit.io/leonfrench/polyprotein_stats/main/protein_embeddings_app.py (3 folds).

Thanks again,
-Leon

2

I also get these errors too:
[manager] The service has encountered an error while checking the health of the Streamlit app: Get “http://localhost:8501/healthz”: dial tcp 127.0.0.1:8501: connect: connection refused

3

This topic was automatically closed 365 days after the last reply. New replies are no longer allowed.