Chapter 9. Deployment and Inference with MLflow

$ pip install mlflow
$ cd ~/tmp/Machine-Learning-Engineering-with-MLflow/Chapter09/gradflow/
$ export MLFLOW_TRACKING_URI=http://localhost:5000
$ mlflow db upgrade sqlite:///mlflow_db
$ make gradflow-light

$ cd ~/tmp/Machine-Learning-Engineering-with-MLflow/Chapter09/psystock-inference-batch/

Нужно заменить localhost на ip host

$ docker build . -t pystock-inference-batch
$ docker run -i pystock-inference-batch

$ cd ~/tmp/Machine-Learning-Engineering-with-MLflow/Chapter09/psystock-inference-api/
$ docker build . -t pystock-inference-api
$ docker run -i pystock-inference-api -p 6000:6000