APLN590

• How to set up Conda environment:

mamba create -p ./myenv --file requirements.txt -y
./myenv/bin/pip install -e .

• How to run experiments:

export PATH=$PWD/myenv/bin:$PATH
run_cs_experiment --input_file_name Fruitfly.tsv --train_sample_size 0.8 --output_dir 2

• How to run a FastAPI application serving our model:

export PATH=$PWD/myenv/bin:$PATH
gunicorn firstmodel.app:app -k uvicorn.workers.UvicornWorker --bind 0.0.0.0:80

• How to make requests:

$ curl -X 'GET' '0.0.0.0:80/info' -H 'accept: application/json'
"0.1.0"

$ curl -X 'POST' '0.0.0.0:80/predict' -H 'accept: application/json' -H 'Content-Type: application/json' -d '{"text": ""}'
2.1073153083074065