CLI#

Setup#

Install with

pip install efemarai

then run

$ efemarai init

and follow the instructions.

You can check the status of the system with:

$ efemarai status

Usage#

Managing Projects#

Creating project with datasets, models and domains with one configuration.

$ efemarai project create aircraft_project.yaml
$ efemarai project list
$ efemarai project delete <project id or name>

Project Config#

Project config file example: project.yaml

Managing Models#

$ efemarai model list
$ efemarai model create model.yaml
$ efemarai model delete <model id or name>
$ efemarai model push
$ efemarai model log

Model Config#

Project config file example: model.yaml

Managing Domains#

$ efemarai domain list
$ efemarai domain create domain.yaml
$ efemarai domain delete <domain id or name>
$ efemarai domain download <domain id or name>
$ efemarai domain apply <domain id or name> <image>

Domain Config#

Domain config file example: domain.yaml

Managing Datasets#

$ efemarai dataset list
$ efemarai dataset create dataset.yaml
$ efemarai dataset delete <dataset id or name>
$ efemarai dataset download <dataset id or name>
$ efemarai dataset enhance <dataset id or name> <domain id or name>

Dataset Config#

Dataset config file example: dataset.yaml

Managing Baseline Evaluations#

$ efemarai baseline list
$ efemarai baseline delete <baseline id or name>
$ efemarai baseline run

Managing Stress Tests#

$ efemarai test list
$ efemarai test run run.yaml
$ efemarai test delete <test id or name>
$ efemarai test export <test id or name>
$ efemarai test reports <test id or name>

Stress Test Config#

Stress test config file example: test.yaml