featureset_versions

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

Overview

Name	featureset_versions
Type	Resource
Id	azure.ml_services.featureset_versions

Fields

vw_featureset_versions

Name	Datatype	Description
name	text	field from the properties object
entities	text	field from the properties object
is_anonymous	text	field from the properties object
is_archived	text	field from the properties object
materialization_settings	text	field from the properties object
provisioning_state	text	field from the properties object
resourceGroupName	text	field from the properties object
specification	text	field from the properties object
stage	text	field from the properties object
subscriptionId	text	field from the properties object
version	text	field from the properties object
workspaceName	text	field from the properties object

featureset_versions

Name	Datatype	Description
properties	object	DTO object representing feature set version

Methods

Name	Accessible by	Required Params	Description
get	SELECT	name, resourceGroupName, subscriptionId, version, workspaceName
list	SELECT	name, resourceGroupName, subscriptionId, workspaceName
create_or_update	INSERT	name, resourceGroupName, subscriptionId, version, workspaceName, data__properties
delete	DELETE	name, resourceGroupName, subscriptionId, version, workspaceName
backfill	EXEC	name, resourceGroupName, subscriptionId, version, workspaceName

SELECT examples

vw_featureset_versions

SELECT
name,
entities,
is_anonymous,
is_archived,
materialization_settings,
provisioning_state,
resourceGroupName,
specification,
stage,
subscriptionId,
version,
workspaceName
FROM azure.ml_services.vw_featureset_versions
WHERE name = '{{ name }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

featureset_versions

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

INSERT example

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

All Properties

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

Manifest

- name: your_resource_model_name
  props:
    - name: properties
      value:
        - name: isAnonymous
          value: boolean
        - name: isArchived
          value: boolean
        - name: entities
          value:
            - string
        - name: materializationSettings
          value:
            - name: notification
              value:
                - name: emailOn
                  value:
                    - []
                - name: emails
                  value:
                    - string
                - name: webhooks
                  value: object
            - name: resource
              value:
                - name: instanceType
                  value: string
            - name: schedule
              value:
                - name: endTime
                  value: string
                - name: startTime
                  value: string
                - name: timeZone
                  value: string
                - name: triggerType
                  value: []
                - name: frequency
                  value: []
                - name: interval
                  value: integer
                - name: schedule
                  value:
                    - name: hours
                      value:
                        - integer
                    - name: minutes
                      value:
                        - integer
                    - name: monthDays
                      value:
                        - integer
                    - name: weekDays
                      value:
                        - []
            - name: sparkConfiguration
              value: object
            - name: storeType
              value: []
        - name: provisioningState
          value: []
        - name: specification
          value:
            - name: path
              value: string
        - name: stage
          value: string

DELETE example

Deletes the specified featureset_versions resource.

/*+ delete */
DELETE FROM azure.ml_services.featureset_versions
WHERE name = '{{ name }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND version = '{{ version }}'
AND workspaceName = '{{ workspaceName }}';