def delete_deployment(target, name):
"""
Delete the deployment with name given at `--name` from the specified target.
"""
client = interface.get_deploy_client(target)
client.delete_deployment(name)
click.echo("Deployment {} is deleted".format(name))
def list_deployment(target):
"""
List the names of all model deployments in the specified target. These names can be used with
the `delete`, `update`, and `get` commands.
"""
client = interface.get_deploy_client(target)
ids = client.list_deployments()
click.echo("List of all deployments:\n{}".format(ids))
def get_deployment(target, name):
"""
Print a detailed description of the deployment with name given at ``--name`` in the specified
target.
"""
client = interface.get_deploy_client(target)
desc = client.get_deployment(name)
for key, val in desc.items():
click.echo("{}: {}".format(key, val))
click.echo('\n')
def create_deployment(flavor, model_uri, target, name, config):
"""
Deploy the model at ``model_uri`` to the specified target.
Additional plugin-specific arguments may also be passed to this command, via `-C key=value`
"""
config_dict = _user_args_to_dict(config)
client = interface.get_deploy_client(target)
deployment = client.create_deployment(name,
model_uri,
flavor,
config=config_dict)
click.echo("\n{} deployment {} is created".format(deployment['flavor'],
deployment['name']))
def update_deployment(flavor, model_uri, target, name, config):
"""
Update the deployment with ID `deployment_id` in the specified target.
You can update the URI of the model and/or the flavor of the deployed model (in which case the
model URI must also be specified).
Additional plugin-specific arguments may also be passed to this command, via `-C key=value`.
"""
config_dict = _user_args_to_dict(config)
client = interface.get_deploy_client(target)
ret = client.update_deployment(name,
model_uri=model_uri,
flavor=flavor,
config=config_dict)
click.echo("Deployment {} is updated (with flavor {})".format(
name, ret['flavor']))