I deploy my first app on streamlit and it was working perfectly fine but now it is shoing error and app is not opening here is my code
Hi @MuhammadAmmar26627, welcome to the forum!
I have forked the repo and tried to deploy it and it also failed. A check on the log would indicate the source of the problem, which appears to be due to Git LFS as it seems to exceed the storage/bandwidth quota.
An excerpt of the error message from the log is appended below:
[06:51:36] 🐙 Cloning into '/app/san-fransisco-crime-classification'... Downloading App/artifacts/bag_model56.pkl (703 MB) Error downloading object: App/artifacts/bag_model56.pkl (5c8c271): Smudge error: Error downloading App/artifacts/bag_model56.pkl (5c8c2719e82d214ea763bd523ec2cf53e924d2dcd7e94c685522ad237f15d6ec): batch response: This repository is over its data quota. Account responsible for LFS bandwidth should purchase more data packs to restore access. Errors logged to /app/san-fransisco-crime-classification/.git/lfs/logs/20220806T065136.442493586.log Use `git lfs logs last` to view the log. error: external filter 'git-lfs filter-process' failed fatal: App/artifacts/bag_model56.pkl: smudge filter lfs failed warning: Clone succeeded, but checkout failed. You can inspect what was checked out with 'git status' and retry with 'git restore --source=HEAD :/'
More info here:
Similar error from earlier posts:
Hope this helps
Thank you so much for indicating error. Can you suggest me some solution.
how can i upload large model files on github
Hi @MuhammadAmmar26627, the error message suggests how to solve the situation:
This repository is over its data quota. Account responsible for LFS bandwidth should purchase more data packs to restore access.
As pointed out in the GitHub documentation it provides only 1 GB of free storage and 1 GB of free bandwidth. Since your PKL file size is 700 MB it could be used only once and would already exceed the free tier.
Thus, some possible solutions could be:
- Purchase more storage with GitHub ← Could get quite expensive.
- Host your Streamlit app on a dedicated VPS (e.g. DigitalOcean that costs $5/month and you can call your PKL file locally from the server). ← Most economical
Hope this helps
Thank you I got it. Its really helpful for me
This topic was automatically closed 365 days after the last reply. New replies are no longer allowed.