batch_deployments

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

Overview

Name	batch_deployments
Type	Resource
Id	azure.ml_services.batch_deployments

Fields

vw_batch_deployments

Name	Datatype	Description
description	text	field from the properties object
code_configuration	text	field from the properties object
compute	text	field from the properties object
deploymentName	text	field from the properties object
deployment_configuration	text	field from the properties object
endpointName	text	field from the properties object
environment_id	text	field from the properties object
environment_variables	text	field from the properties object
error_threshold	text	field from the properties object
identity	text	Managed service identity (system assigned and/or user assigned identities)
kind	text	Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location	text	The geo-location where the resource lives
logging_level	text	field from the properties object
max_concurrency_per_instance	text	field from the properties object
mini_batch_size	text	field from the properties object
model	text	field from the properties object
output_action	text	field from the properties object
output_file_name	text	field from the properties object
properties	text	Batch inference settings per deployment.
provisioning_state	text	field from the properties object
resourceGroupName	text	field from the properties object
resources	text	field from the properties object
retry_settings	text	field from the properties object
sku	text	The resource model definition representing SKU
subscriptionId	text	field from the properties object
tags	text	Resource tags.
workspaceName	text	field from the properties object

batch_deployments

Name	Datatype	Description
identity	object	Managed service identity (system assigned and/or user assigned identities)
kind	string	Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
location	string	The geo-location where the resource lives
properties	object	Batch inference settings per deployment.
sku	object	The resource model definition representing SKU
tags	object	Resource tags.

Methods

Name	Accessible by	Required Params	Description
get	SELECT	deploymentName, endpointName, resourceGroupName, subscriptionId, workspaceName
list	SELECT	endpointName, resourceGroupName, subscriptionId, workspaceName
create_or_update	INSERT	deploymentName, endpointName, resourceGroupName, subscriptionId, workspaceName, data__location, data__properties
delete	DELETE	deploymentName, endpointName, resourceGroupName, subscriptionId, workspaceName
update	UPDATE	deploymentName, endpointName, resourceGroupName, subscriptionId, workspaceName

SELECT examples

vw_batch_deployments

SELECT
description,
code_configuration,
compute,
deploymentName,
deployment_configuration,
endpointName,
environment_id,
environment_variables,
error_threshold,
identity,
kind,
location,
logging_level,
max_concurrency_per_instance,
mini_batch_size,
model,
output_action,
output_file_name,
properties,
provisioning_state,
resourceGroupName,
resources,
retry_settings,
sku,
subscriptionId,
tags,
workspaceName
FROM azure.ml_services.vw_batch_deployments
WHERE endpointName = '{{ endpointName }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

batch_deployments

SELECT
identity,
kind,
location,
properties,
sku,
tags
FROM azure.ml_services.batch_deployments
WHERE endpointName = '{{ endpointName }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

INSERT example

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

All Properties

/*+ create */
INSERT INTO azure.ml_services.batch_deployments (
deploymentName,
endpointName,
resourceGroupName,
subscriptionId,
workspaceName,
data__location,
data__properties,
tags,
location,
identity,
kind,
properties,
sku
)
SELECT 
'{{ deploymentName }}',
'{{ endpointName }}',
'{{ resourceGroupName }}',
'{{ subscriptionId }}',
'{{ workspaceName }}',
'{{ data__location }}',
'{{ data__properties }}',
'{{ tags }}',
'{{ location }}',
'{{ identity }}',
'{{ kind }}',
'{{ properties }}',
'{{ sku }}'
;

Manifest

- name: your_resource_model_name
  props:
    - name: tags
      value: object
    - name: location
      value: string
    - name: identity
      value:
        - name: principalId
          value: string
        - name: tenantId
          value: string
        - name: type
          value: []
        - name: userAssignedIdentities
          value: []
    - name: kind
      value: string
    - name: properties
      value:
        - name: codeConfiguration
          value:
            - name: codeId
              value: string
            - name: scoringScript
              value: string
        - name: description
          value: string
        - name: environmentId
          value: string
        - name: environmentVariables
          value: object
        - name: properties
          value: object
        - name: compute
          value: string
        - name: deploymentConfiguration
          value:
            - name: deploymentConfigurationType
              value: []
        - name: errorThreshold
          value: integer
        - name: loggingLevel
          value: []
        - name: maxConcurrencyPerInstance
          value: integer
        - name: miniBatchSize
          value: integer
        - name: model
          value:
            - name: referenceType
              value: []
        - name: outputAction
          value: []
        - name: outputFileName
          value: string
        - name: provisioningState
          value: []
        - name: resources
          value:
            - name: instanceCount
              value: integer
            - name: instanceType
              value: string
            - name: properties
              value: object
        - name: retrySettings
          value:
            - name: maxRetries
              value: integer
            - name: timeout
              value: string
    - name: sku
      value:
        - name: name
          value: string
        - name: tier
          value: []
        - name: size
          value: string
        - name: family
          value: string
        - name: capacity
          value: integer

UPDATE example

Updates a batch_deployments resource.

/*+ update */
UPDATE azure.ml_services.batch_deployments
SET 
properties = '{{ properties }}',
tags = '{{ tags }}'
WHERE 
deploymentName = '{{ deploymentName }}'
AND endpointName = '{{ endpointName }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';

DELETE example

Deletes the specified batch_deployments resource.

/*+ delete */
DELETE FROM azure.ml_services.batch_deployments
WHERE deploymentName = '{{ deploymentName }}'
AND endpointName = '{{ endpointName }}'
AND resourceGroupName = '{{ resourceGroupName }}'
AND subscriptionId = '{{ subscriptionId }}'
AND workspaceName = '{{ workspaceName }}';