sagemaker-compatible flask API
This example API attempts to estimate the amount of payroll costs ($) and number of shifts that would need to be scheduled for analysts to process documents in some queue of work.
We are going to rely on docker to serve this (there are some Linux assumptions in serve.py):
Start the server locally:
make localStart the server with docker:
make serveThen to test the API in a separate shell (or Ctrl-Z, bg and use the same shell):
make testsExtra fun: upload the resulting test.csv to hiplot to visualize the result of the calculation that was just performed.
This can be helpful for making edits while keeping flask running.
Flask will look for app.py and run it when flask run is called.
pip install -r requirements.txt
cd model
flask run --host 0.0.0.0 --port 1337