❗️ Streamlit server consistently failed status checks

[PICNIC_Bros]

Summary

My application keeps running into this error while deploying:

 ❗️ Streamlit server consistently failed status checks
 ❗️ Please fix the errors, push an update to the git repo, or reboot the app.

I’m assuming the application used too much memory. It attempted to read a 2GB dataset from Google Cloud Storage. Any help is appreciated!

Links

Here is the repo: akialter/anime_recommendation_practice (github.com)
Deploy app: Streamlit

Requirements file

pandas
gcsfs
scikit-learn
google-cloud-storage
numpy
fuzzywuzzy

[Caroline]

Hey @PICNIC_Bros,

Here’s a graph of your app’s memory usage over the past 24 hours – looks like you’re hitting the memory limit.

[PICNIC_Bros]

Thank you for your reply. Do you have any suggestion for loading large dataset from cloud?

[Caroline]

If the dataset is 2GB, you’re likely better off hosting elsewhere where you can pay for increased resources. This article also has some helpful suggestions.