ml-model

Manage ML models (data science)

Authentication scope: fabric

list

List ML models in a workspace

fabio ml-model list --workspace <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID

Read-only · Returns list

show

Show details of an ML model

fabio ml-model show --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID

Read-only · Returns object

create

Create a new ML model

fabio ml-model create --workspace <value> --name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--name	string	Yes	ML model display name
--description	string	No	Optional description
--sensitivity-label	string	No	Sensitivity label ID to apply on creation

Examples

fabio ml-model create --workspace $WS --name "ChurnPredictor"

Mutates state · Returns object

update

Update ML model properties (name and/or description)

fabio ml-model update --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--name	string	No	New display name
--description	string	No	New description

Mutates state · Returns object

delete

Delete an ML model

fabio ml-model delete --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--hard-delete	bool	No	Permanently delete (cannot be recovered)

Mutates state · Destructive · Returns void

get-endpoint

Get the ML model serving endpoint configuration

fabio ml-model get-endpoint --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID

Read-only · Returns object

update-endpoint

Update the ML model serving endpoint configuration

fabio ml-model update-endpoint --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--file	string	No	Path to JSON file with endpoint config
--content	string	No	Inline JSON content with endpoint config

Mutates state · Returns void

score

Score against the ML model endpoint

fabio ml-model score --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--file	string	No	Path to JSON file with input data
--content	string	No	Inline JSON input data

Read-only · Returns object

list-versions

List endpoint versions

fabio ml-model list-versions --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID

Read-only · Returns list

get-version

Get a specific endpoint version

fabio ml-model get-version --workspace <value> --id <value> --version-name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version-name	string	Yes	Version name

Read-only · Returns object

update-version

Update a specific endpoint version

fabio ml-model update-version --workspace <value> --id <value> --version-name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version-name	string	Yes	Version name
--file	string	No	Path to JSON file with version config
--content	string	No	Inline JSON content with version config

Mutates state · Returns void

activate-version

Activate a specific endpoint version

fabio ml-model activate-version --workspace <value> --id <value> --version-name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version-name	string	Yes	Version name

Mutates state · Returns object

deactivate-version

Deactivate a specific endpoint version

fabio ml-model deactivate-version --workspace <value> --id <value> --version-name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version-name	string	Yes	Version name

Mutates state · Returns object

score-version

Score against a specific endpoint version

fabio ml-model score-version --workspace <value> --id <value> --version-name <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version-name	string	Yes	Version name
--file	string	No	Path to JSON file with input data
--content	string	No	Inline JSON input data

Read-only · Returns object

deactivate-all-versions

Deactivate all endpoint versions

fabio ml-model deactivate-all-versions --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID

Mutates state · Returns object

list-registry-versions

List the MLflow model-registry versions of an ML model (the trained model versions)

fabio ml-model list-registry-versions --workspace <value> --id <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID

Read-only · Returns list

get-registry-version

Get a specific MLflow model-registry version (source run, stage, status)

fabio ml-model get-registry-version --workspace <value> --id <value> --version <value>

Flag	Type	Required	Description
--workspace	string	Yes	Workspace ID
--id	string	Yes	ML model ID
--version	string	Yes	MLflow model-registry version number (e.g. 1, 2, 3)

Read-only · Returns object