curiousily / deploy-bert-for-sentiment-analysis-with-fastapi Goto Github PK

bin/download_model

Downloading...
From: https://drive.google.com/uc?id=1V8itWtowCYnb2Bc9KlK9SxGff9WwmogA
To: /home/koerner/work/test/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI/assets/model_state_dict.bin
Traceback (most recent call last):
  File "./bin/download_model", line 4, in <module>
    gdown.download(
  File "/home/koerner/work/test/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI/venv/lib/python3.8/site-packages/gdown/download.py", line 153, in download
    f = open(tmp_file, "wb")
FileNotFoundError: [Errno 2] No such file or directory: 'assets/model_state_dict.bin09kxowvvtmp'

Solution, add this to the script, to just create the folder if it does not exist:

from pathlib import Path

Path("assets").mkdir(exist_ok=True)

essentially i just git cloned the repository and ran "python3 bin/download_model".
then i just ran the "uvicorn sentiment_analyzer.api:app". I, however, installed all the dependencies individually as i was having issues to using the "pipenv install --dev" command as it was return errors

this is the entire error message.

this is whats in my assets

and this is the config.json that i did not change

How am i missing the keys from state_dict? is there a preferred enviorment where i deploy this tutorial api?

The http command, probably provided by httpie, is missing from the dev requirements.
Maybe just include it into the Pipfile to provide an out-of-the-box working example.