Cli commands
init
kedro mlflow init
: this command is needed to initalize your project. You cannot run any other commands before you run this one once. It performs 2 actions:
- creates a mlflow.yml
configuration file in your conf/local
folder
- replace the src/PYTHON_PACKAGE/run.py
file by an updated version of the template. If your template has been modified since project creation, a warning will be raised. You can either run kedro mlflow init --force
to ignore this warning (but this will erase your run.py
) or set hooks manually.
init
has two arguments:
--env
which enable to specifiy another environment where the mlflow.yml should be created (e.g,base
)--force
which overrides themlflow.yml
if it already exists and replaces it with the default one. Use it with caution!
ui
kedro mlflow ui
: this command opens the mlflow UI (basically launches the mlflow ui
command )
ui
accepts the port and host arguments of mlflow ui
command. The default values used will be the ones defined in the mlflow.yml
configuration file under the ui
.
If you provide the arguments at runtime, they wil take priority over the mlflow.yml
, e.g. if you have:
# mlflow.yml
ui:
localhost: "0.0.0.0"
port: "5001"
then
kedro mlflow ui --port=5002
will open the ui on port 5002.