jobs

Creates, updates, deletes, gets or lists a jobs resource.

Overview

Name	jobs
Type	Resource
Id	azure.ml_services.jobs

Fields

vw_jobs

Name	Datatype	Description
id	text	field from the properties object
description	text	field from the properties object
component_id	text	field from the properties object
compute_id	text	field from the properties object
display_name	text	field from the properties object
experiment_name	text	field from the properties object
identity	text	field from the properties object
is_archived	text	field from the properties object
job_type	text	field from the properties object
notification_setting	text	field from the properties object
properties	text	Base definition for a job.
resourceGroupName	text	field from the properties object
services	text	field from the properties object
status	text	field from the properties object
subscriptionId	text	field from the properties object
tags	text	field from the properties object
workspaceName	text	field from the properties object

jobs

Name	Datatype	Description
properties	object	Base definition for a job.

Methods

Name	Accessible by	Required Params	Description
get	SELECT	id, resourceGroupName, subscriptionId, workspaceName
list	SELECT	resourceGroupName, subscriptionId, workspaceName
create_or_update	INSERT	id, resourceGroupName, subscriptionId, workspaceName, data__properties
delete	DELETE	id, resourceGroupName, subscriptionId, workspaceName
cancel	EXEC	id, resourceGroupName, subscriptionId, workspaceName

SELECT examples

vw_jobs

SELECT
id,
description,
component_id,
compute_id,
display_name,
experiment_name,
identity,
is_archived,
job_type,
notification_setting,
properties,
resourceGroupName,
services,
status,
subscriptionId,
tags,
workspaceName
FROM azure.ml_services.vw_jobs
WHERE resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

jobs

SELECT
properties
FROM azure.ml_services.jobs
WHERE resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

INSERT example

Use the following StackQL query and manifest file to create a new jobs resource.

All Properties

/*+ create */
INSERT INTO azure.ml_services.jobs (
id,
resourceGroupName,
subscriptionId,
workspaceName,
data__properties,
properties
)
SELECT 
'{{ id }}',
'{{ resourceGroupName }}',
'{{ subscriptionId }}',
'{{ workspaceName }}',
'{{ data__properties }}',
'{{ properties }}'
;

Manifest

- name: your_resource_model_name
  props:
    - name: properties
      value:
        - name: description
          value: string
        - name: properties
          value: object
        - name: tags
          value: object
        - name: componentId
          value: string
        - name: computeId
          value: string
        - name: displayName
          value: string
        - name: experimentName
          value: string
        - name: identity
          value:
            - name: identityType
              value: []
        - name: isArchived
          value: boolean
        - name: jobType
          value: []
        - name: notificationSetting
          value:
            - name: emailOn
              value:
                - []
            - name: emails
              value:
                - string
            - name: webhooks
              value: object
        - name: services
          value: object
        - name: status
          value: []

DELETE example

Deletes the specified jobs resource.

/*+ delete */
DELETE FROM azure.ml_services.jobs
WHERE id = '{{ id }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';