ml-experiment
Manage ML experiments (data science)
Authentication scope: fabric
List ML experiments in a workspace
fabio ml-experiment list --workspace <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
Read-only · Returns list
Show details of an ML experiment
fabio ml-experiment show --workspace <value> --id <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--id |
string |
Yes | ML experiment ID |
Read-only · Returns object
create
Section titled “create”Create a new ML experiment
fabio ml-experiment create --workspace <value> --name <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--name |
string |
Yes | ML experiment display name |
--description |
string |
No | Optional description |
--sensitivity-label |
string |
No | Sensitivity label ID to apply on creation |
Mutates state · Returns object
update
Section titled “update”Update ML experiment properties (name and/or description)
fabio ml-experiment update --workspace <value> --id <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--id |
string |
Yes | ML experiment ID |
--name |
string |
No | New display name |
--description |
string |
No | New description |
Mutates state · Returns object
delete
Section titled “delete”Delete an ML experiment
fabio ml-experiment delete --workspace <value> --id <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--id |
string |
Yes | ML experiment ID |
--hard-delete |
bool |
No | Permanently delete (cannot be recovered) |
Mutates state · Destructive · Returns void
list-runs
Section titled “list-runs”List runs in an experiment (MLflow tracking: parameters, metrics, status)
fabio ml-experiment list-runs --workspace <value> --id <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--id |
string |
Yes | ML experiment ID |
--filter |
string |
No | MLflow filter expression (e.g. “metrics.accuracy > 0.9 and status = ‘FINISHED’”) |
--order-by |
string |
No | Order-by expression (e.g. start_time DESC, metrics.accuracy DESC) |
Read-only · Returns list
get-run
Section titled “get-run”Show details of a single run (info, parameters, metrics, tags)
fabio ml-experiment get-run --workspace <value> --run-id <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--run-id |
string |
Yes | MLflow run ID |
Read-only · Returns object
get-metric-history
Section titled “get-metric-history”Get the logged history of a single metric across a run’s steps
fabio ml-experiment get-metric-history --workspace <value> --run-id <value> --metric <value>| Flag | Type | Required | Description |
|---|---|---|---|
--workspace |
string |
Yes | Workspace ID |
--run-id |
string |
Yes | MLflow run ID |
--metric |
string |
Yes | Metric key (e.g. “accuracy”, “loss”) |
Read-only · Returns list