web_services

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

Overview

Name	web_services
Type	Resource
Id	azure.machine_learning.web_services

Fields

vw_web_services

Name	Datatype	Description
id	text	Specifies the resource ID.
name	text	Specifies the name of the resource.
description	text	field from the properties object
assets	text	field from the properties object
commitment_plan	text	field from the properties object
created_on	text	field from the properties object
diagnostics	text	field from the properties object
example_request	text	field from the properties object
expose_sample_data	text	field from the properties object
input	text	field from the properties object
keys	text	field from the properties object
location	text	Specifies the location of the resource.
machine_learning_workspace	text	field from the properties object
modified_on	text	field from the properties object
output	text	field from the properties object
package_type	text	field from the properties object
parameters	text	field from the properties object
payloads_in_blob_storage	text	field from the properties object
payloads_location	text	field from the properties object
provisioning_state	text	field from the properties object
read_only	text	field from the properties object
realtime_configuration	text	field from the properties object
resourceGroupName	text	field from the properties object
storage_account	text	field from the properties object
subscriptionId	text	field from the properties object
swagger_location	text	field from the properties object
tags	text	Contains resource tags defined as key/value pairs.
title	text	field from the properties object
type	text	Specifies the type of the resource.
webServiceName	text	field from the properties object

web_services

Name	Datatype	Description
id	string	Specifies the resource ID.
name	string	Specifies the name of the resource.
location	string	Specifies the location of the resource.
properties	object	The set of properties specific to the Azure ML web service resource.
tags	object	Contains resource tags defined as key/value pairs.
type	string	Specifies the type of the resource.

Methods

Name	Accessible by	Required Params	Description
get	SELECT	resourceGroupName, subscriptionId, webServiceName	Gets the Web Service Definition as specified by a subscription, resource group, and name. Note that the storage credentials and web service keys are not returned by this call. To get the web service access keys, call List Keys.
list_by_resource_group	SELECT	resourceGroupName, subscriptionId	Gets the web services in the specified resource group.
list_by_subscription_id	SELECT	subscriptionId	Gets the web services in the specified subscription.
create_or_update	INSERT	resourceGroupName, subscriptionId, webServiceName, data__properties	Create or update a web service. This call will overwrite an existing web service. Note that there is no warning or confirmation. This is a nonrecoverable operation. If your intent is to create a new web service, call the Get operation first to verify that it does not exist.
patch	UPDATE	resourceGroupName, subscriptionId, webServiceName	Modifies an existing web service resource. The PATCH API call is an asynchronous operation. To determine whether it has completed successfully, you must perform a Get operation.
remove	EXEC	resourceGroupName, subscriptionId, webServiceName	Deletes the specified web service.

SELECT examples

Gets the web services in the specified subscription.

vw_web_services

SELECT
id,
name,
description,
assets,
commitment_plan,
created_on,
diagnostics,
example_request,
expose_sample_data,
input,
keys,
location,
machine_learning_workspace,
modified_on,
output,
package_type,
parameters,
payloads_in_blob_storage,
payloads_location,
provisioning_state,
read_only,
realtime_configuration,
resourceGroupName,
storage_account,
subscriptionId,
swagger_location,
tags,
title,
type,
webServiceName
FROM azure.machine_learning.vw_web_services
WHERE subscriptionId = '{{ subscriptionId }}';

web_services

SELECT
id,
name,
location,
properties,
tags,
type
FROM azure.machine_learning.web_services
WHERE subscriptionId = '{{ subscriptionId }}';

INSERT example

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

All Properties

/*+ create */
INSERT INTO azure.machine_learning.web_services (
resourceGroupName,
subscriptionId,
webServiceName,
data__properties,
location,
tags,
properties
)
SELECT 
'{{ resourceGroupName }}',
'{{ subscriptionId }}',
'{{ webServiceName }}',
'{{ data__properties }}',
'{{ location }}',
'{{ tags }}',
'{{ properties }}'
;

Manifest

- name: your_resource_model_name
  props:
    - name: id
      value: string
    - name: name
      value: string
    - name: location
      value: string
    - name: type
      value: string
    - name: tags
      value: object
    - name: properties
      value:
        - name: title
          value: string
        - name: description
          value: string
        - name: createdOn
          value: string
        - name: modifiedOn
          value: string
        - name: provisioningState
          value: string
        - name: keys
          value:
            - name: primary
              value: string
            - name: secondary
              value: string
        - name: readOnly
          value: boolean
        - name: swaggerLocation
          value: string
        - name: exposeSampleData
          value: boolean
        - name: realtimeConfiguration
          value:
            - name: maxConcurrentCalls
              value: integer
        - name: diagnostics
          value:
            - name: level
              value: string
            - name: expiry
              value: string
        - name: storageAccount
          value:
            - name: name
              value: string
            - name: key
              value: string
        - name: machineLearningWorkspace
          value:
            - name: id
              value: string
        - name: commitmentPlan
          value:
            - name: id
              value: string
        - name: input
          value:
            - name: title
              value: string
            - name: description
              value: string
            - name: type
              value: string
            - name: properties
              value: object
        - name: exampleRequest
          value:
            - name: inputs
              value: object
            - name: globalParameters
              value: object
        - name: assets
          value: object
        - name: parameters
          value: object
        - name: packageType
          value: string
        - name: payloadsInBlobStorage
          value: boolean
        - name: payloadsLocation
          value:
            - name: uri
              value: string
            - name: credentials
              value: string

UPDATE example

Updates a web_services resource.

/*+ update */
UPDATE azure.machine_learning.web_services
SET 
tags = '{{ tags }}',
properties = '{{ properties }}'
WHERE 
resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND webServiceName = '{{ webServiceName }}';