az ml schedule

Note

This reference is part of the ml extension for the Azure CLI (version 2.15.0 or higher). The extension will automatically install the first time you run an az ml schedule command. Learn more about extensions.

Manage Azure ML schedule resources.

Azure ML schedule defines how to trigger jobs on a regular basis to keep training models up-to-date, to run and download inference results on a periodic basis and many other scenarios, you can use cron expression and recurrence to define the trigger pattern.

Commands

Name	Description	Type	Status
az ml schedule create	Create a schedule.	Extension	GA
az ml schedule delete	Delete a schedule. The previous triggered jobs will NOT be deleted.	Extension	GA
az ml schedule disable	Disable a schedule so that it will stop triggering jobs.	Extension	GA
az ml schedule enable	Enable a schedule so that it will continue triggering jobs.	Extension	GA
az ml schedule list	List the schedules in a workspace.	Extension	GA
az ml schedule show	Show details of a schedule.	Extension	GA
az ml schedule trigger	Trigger a schedule once.	Extension	GA
az ml schedule update	Update a schedule.	Extension	GA

az ml schedule create

Create a schedule.

az ml schedule create --file
                      --resource-group
                      [--name]
                      [--no-wait]
                      [--set]
                      [--workspace-name]

Examples

Create a schedule from a YAML specification file

az ml schedule create --file schedule.yml --resource-group my-resource-group --workspace-name my-workspace

Required Parameters

--file -f

Local path to the YAML file containing the Azure ML schedule specification. The YAML reference docs for schedule can be found at: https://aka.ms/ml-cli-v2-schedule-yaml-reference.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

Optional Parameters

--name -n

Name of the schedule.

--no-wait

Do not wait for the long-running operation to finish.

Default value: False

--set

Update an object by specifying a property path and value to set. Example: --set property1.property2=.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule delete

Delete a schedule. The previous triggered jobs will NOT be deleted.

az ml schedule delete --name
                      --resource-group
                      --workspace-name
                      [--no-wait]

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Optional Parameters

--no-wait

Do not wait for the long-running operation to finish.

Default value: False

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule disable

Disable a schedule so that it will stop triggering jobs.

az ml schedule disable --name
                       --resource-group
                       --workspace-name
                       [--no-wait]

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Optional Parameters

--no-wait

Do not wait for the long-running operation to finish.

Default value: False

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule enable

Enable a schedule so that it will continue triggering jobs.

az ml schedule enable --name
                      --resource-group
                      --workspace-name
                      [--no-wait]

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Optional Parameters

--no-wait

Do not wait for the long-running operation to finish.

Default value: False

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule list

List the schedules in a workspace.

az ml schedule list --resource-group
                    [--disabled-only]
                    [--include-disabled]
                    [--max-results]
                    [--workspace-name]

Examples

List all the schedules in a workspace using --query argument to execute a JMESPath query on the results of commands.

az ml schedule list --query "[].{Name:name}"  --output table --resource-group my-resource-group --workspace-name my-workspace

Required Parameters

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

Optional Parameters

--disabled-only

List disabled schedules only.

Default value: False

--include-disabled

List disabled schedules and enabled schedules.

Default value: False

--max-results -r

Max number of results to return.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule show

Show details of a schedule.

az ml schedule show --name
                    --resource-group
                    [--workspace-name]

Examples

Show details of a schedule

az ml schedule show --name my-schedule --resource-group my-resource-group --workspace-name my-workspace

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

Optional Parameters

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule trigger

Trigger a schedule once.

az ml schedule trigger --name
                       --resource-group
                       --workspace-name

Examples

Trigger a schedule once.

az ml schedule trigger --name my-schedule --resource-group my-resource-group --workspace-name my-workspace

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.

az ml schedule update

Update a schedule.

az ml schedule update --name
                      --resource-group
                      --workspace-name
                      [--add]
                      [--force-string]
                      [--no-wait]
                      [--remove]
                      [--set]

Examples

Update existing tags or add new tags for a schedule

az ml schedule update --name my-schedule --set tags.key1=value1 tags.key2=value2 --resource-group my-resource-group --workspace-name my-workspace

Required Parameters

--name -n

Name of the schedule.

--resource-group -g

Name of resource group. You can configure the default group using az configure --defaults group=<name>.

--workspace-name -w

Name of the Azure ML workspace. You can configure the default workspace using az configure --defaults workspace=<name>.

Optional Parameters

--add

Add an object to a list of objects by specifying a path and key value pairs. Example: --add property.listProperty <key=value, string or JSON string>.

Default value: []

--force-string

When using 'set' or 'add', preserve string literals instead of attempting to convert to JSON.

Default value: False

--no-wait

Do not wait for the long-running operation to finish.

Default value: False

--remove

Remove a property or an element from a list. Example: --remove property.list <indexToRemove> OR --remove propertyToRemove.

Default value: []

--set

Update an object by specifying a property path and value to set. Example: --set property1.property2=<value>.

Default value: []

Global Parameters

--debug

Increase logging verbosity to show all debug logs.

--help -h

Show this help message and exit.

--only-show-errors

Only show errors, suppressing warnings.

--output -o

Output format.

Accepted values: json, jsonc, none, table, tsv, yaml, yamlc

Default value: json

--query

JMESPath query string. See http://jmespath.org/ for more information and examples.

--subscription

Name or ID of subscription. You can configure the default subscription using az account set -s NAME_OR_ID.

--verbose

Increase logging verbosity. Use --debug for full debug logs.