Microsoft.MachineLearningServices registries/environments/versions

Article
11/21/2024

Bicep resource definition

The registries/environments/versions resource type can be deployed with operations that target:

Resource groups - See resource group deployment commands

For a list of changed properties in each API version, see change log.

Resource format

To create a Microsoft.MachineLearningServices/registries/environments/versions resource, add the following Bicep to your template.

resource symbolicname 'Microsoft.MachineLearningServices/registries/environments/versions@2024-10-01' = {
  name: 'string'
  properties: {
    autoRebuild: 'string'
    build: {
      contextUri: 'string'
      dockerfilePath: 'string'
    }
    condaFile: 'string'
    description: 'string'
    image: 'string'
    inferenceConfig: {
      livenessRoute: {
        path: 'string'
        port: int
      }
      readinessRoute: {
        path: 'string'
        port: int
      }
      scoringRoute: {
        path: 'string'
        port: int
      }
    }
    isAnonymous: bool
    isArchived: bool
    osType: 'string'
    properties: {
      {customized property}: 'string'
    }
    stage: 'string'
    tags: {
      {customized property}: 'string'
    }
  }
}

Property values

BuildContext

Name	Description	Value
contextUri	[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs. <seealso href="https://docs.docker.com/engine/reference/commandline/build/#extended-description" />	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
dockerfilePath	Path to the Dockerfile in the build context. <seealso href="https://docs.docker.com/engine/reference/builder/" />	string

EnvironmentVersionProperties

Name	Description	Value
autoRebuild	Defines if image needs to be rebuilt based on base image changes.	'Disabled' 'OnBaseImageUpdate'
build	Configuration settings for Docker build context.	BuildContext
condaFile	Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages. <see href="https://repo2docker.readthedocs.io/en/latest/config_files.html#environment-yml-install-a-conda-environment" />	string
description	The asset description text.	string
image	Name of the image that will be used for the environment. <seealso href="/azure/machine-learning/how-to-deploy-custom-docker-image#use-a-custom-base-image" />	string
inferenceConfig	Defines configuration specific to inference.	InferenceContainerProperties
isAnonymous	If the name version are system generated (anonymous registration).	bool
isArchived	Is the asset archived?	bool
osType	The OS type of the environment.	'Linux' 'Windows'
properties	The asset property dictionary.	ResourceBaseProperties
stage	Stage in the environment lifecycle assigned to this environment	string
tags	Tag dictionary. Tags can be added, removed, and updated.	ResourceBaseTags

InferenceContainerProperties

Name	Description	Value
livenessRoute	The route to check the liveness of the inference server container.	Route
readinessRoute	The route to check the readiness of the inference server container.	Route
scoringRoute	The port to send the scoring requests to, within the inference server container.	Route

Microsoft.MachineLearningServices/registries/environments/versions

Name	Description	Value
name	The resource name	string (required)
parent	In Bicep, you can specify the parent resource for a child resource. You only need to add this property when the child resource is declared outside of the parent resource. For more information, see Child resource outside parent resource.	Symbolic name for resource of type: registries/environments
properties	[Required] Additional attributes of the entity.	EnvironmentVersionProperties (required)

ResourceBaseProperties

Name	Description	Value

ResourceBaseTags

Name	Description	Value

Route

Name	Description	Value
path	[Required] The path for the route.	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
port	[Required] The port for the route.	int (required)

ARM template resource definition

The registries/environments/versions resource type can be deployed with operations that target:

Resource groups - See resource group deployment commands

For a list of changed properties in each API version, see change log.

Resource format

To create a Microsoft.MachineLearningServices/registries/environments/versions resource, add the following JSON to your template.

{
  "type": "Microsoft.MachineLearningServices/registries/environments/versions",
  "apiVersion": "2024-10-01",
  "name": "string",
  "properties": {
    "autoRebuild": "string",
    "build": {
      "contextUri": "string",
      "dockerfilePath": "string"
    },
    "condaFile": "string",
    "description": "string",
    "image": "string",
    "inferenceConfig": {
      "livenessRoute": {
        "path": "string",
        "port": "int"
      },
      "readinessRoute": {
        "path": "string",
        "port": "int"
      },
      "scoringRoute": {
        "path": "string",
        "port": "int"
      }
    },
    "isAnonymous": "bool",
    "isArchived": "bool",
    "osType": "string",
    "properties": {
      "{customized property}": "string"
    },
    "stage": "string",
    "tags": {
      "{customized property}": "string"
    }
  }
}

Property values

BuildContext

Name	Description	Value
contextUri	[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs. <seealso href="https://docs.docker.com/engine/reference/commandline/build/#extended-description" />	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
dockerfilePath	Path to the Dockerfile in the build context. <seealso href="https://docs.docker.com/engine/reference/builder/" />	string

EnvironmentVersionProperties

Name	Description	Value
autoRebuild	Defines if image needs to be rebuilt based on base image changes.	'Disabled' 'OnBaseImageUpdate'
build	Configuration settings for Docker build context.	BuildContext
condaFile	Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages. <see href="https://repo2docker.readthedocs.io/en/latest/config_files.html#environment-yml-install-a-conda-environment" />	string
description	The asset description text.	string
image	Name of the image that will be used for the environment. <seealso href="/azure/machine-learning/how-to-deploy-custom-docker-image#use-a-custom-base-image" />	string
inferenceConfig	Defines configuration specific to inference.	InferenceContainerProperties
isAnonymous	If the name version are system generated (anonymous registration).	bool
isArchived	Is the asset archived?	bool
osType	The OS type of the environment.	'Linux' 'Windows'
properties	The asset property dictionary.	ResourceBaseProperties
stage	Stage in the environment lifecycle assigned to this environment	string
tags	Tag dictionary. Tags can be added, removed, and updated.	ResourceBaseTags

InferenceContainerProperties

Name	Description	Value
livenessRoute	The route to check the liveness of the inference server container.	Route
readinessRoute	The route to check the readiness of the inference server container.	Route
scoringRoute	The port to send the scoring requests to, within the inference server container.	Route

Microsoft.MachineLearningServices/registries/environments/versions

Name	Description	Value
apiVersion	The api version	'2024-10-01'
name	The resource name	string (required)
properties	[Required] Additional attributes of the entity.	EnvironmentVersionProperties (required)
type	The resource type	'Microsoft.MachineLearningServices/registries/environments/versions'

ResourceBaseProperties

Name	Description	Value

ResourceBaseTags

Name	Description	Value

Route

Name	Description	Value
path	[Required] The path for the route.	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
port	[Required] The port for the route.	int (required)

Terraform (AzAPI provider) resource definition

The registries/environments/versions resource type can be deployed with operations that target:

Resource groups

For a list of changed properties in each API version, see change log.

Resource format

To create a Microsoft.MachineLearningServices/registries/environments/versions resource, add the following Terraform to your template.

resource "azapi_resource" "symbolicname" {
  type = "Microsoft.MachineLearningServices/registries/environments/versions@2024-10-01"
  name = "string"
  body = jsonencode({
    properties = {
      autoRebuild = "string"
      build = {
        contextUri = "string"
        dockerfilePath = "string"
      }
      condaFile = "string"
      description = "string"
      image = "string"
      inferenceConfig = {
        livenessRoute = {
          path = "string"
          port = int
        }
        readinessRoute = {
          path = "string"
          port = int
        }
        scoringRoute = {
          path = "string"
          port = int
        }
      }
      isAnonymous = bool
      isArchived = bool
      osType = "string"
      properties = {
        {customized property} = "string"
      }
      stage = "string"
      tags = {
        {customized property} = "string"
      }
    }
  })
}

Property values

BuildContext

Name	Description	Value
contextUri	[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs. <seealso href="https://docs.docker.com/engine/reference/commandline/build/#extended-description" />	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
dockerfilePath	Path to the Dockerfile in the build context. <seealso href="https://docs.docker.com/engine/reference/builder/" />	string

EnvironmentVersionProperties

Name	Description	Value
autoRebuild	Defines if image needs to be rebuilt based on base image changes.	'Disabled' 'OnBaseImageUpdate'
build	Configuration settings for Docker build context.	BuildContext
condaFile	Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages. <see href="https://repo2docker.readthedocs.io/en/latest/config_files.html#environment-yml-install-a-conda-environment" />	string
description	The asset description text.	string
image	Name of the image that will be used for the environment. <seealso href="/azure/machine-learning/how-to-deploy-custom-docker-image#use-a-custom-base-image" />	string
inferenceConfig	Defines configuration specific to inference.	InferenceContainerProperties
isAnonymous	If the name version are system generated (anonymous registration).	bool
isArchived	Is the asset archived?	bool
osType	The OS type of the environment.	'Linux' 'Windows'
properties	The asset property dictionary.	ResourceBaseProperties
stage	Stage in the environment lifecycle assigned to this environment	string
tags	Tag dictionary. Tags can be added, removed, and updated.	ResourceBaseTags

InferenceContainerProperties

Name	Description	Value
livenessRoute	The route to check the liveness of the inference server container.	Route
readinessRoute	The route to check the readiness of the inference server container.	Route
scoringRoute	The port to send the scoring requests to, within the inference server container.	Route

Microsoft.MachineLearningServices/registries/environments/versions

Name	Description	Value
name	The resource name	string (required)
parent_id	The ID of the resource that is the parent for this resource.	ID for resource of type: registries/environments
properties	[Required] Additional attributes of the entity.	EnvironmentVersionProperties (required)
type	The resource type	"Microsoft.MachineLearningServices/registries/environments/versions@2024-10-01"

ResourceBaseProperties

Name	Description	Value

ResourceBaseTags

Name	Description	Value

Route

Name	Description	Value
path	[Required] The path for the route.	string Constraints: Min length = 1 Pattern = `[a-zA-Z0-9_]` (required)
port	[Required] The port for the route.	int (required)

Share via

Microsoft.MachineLearningServices registries/environments/versions

Bicep resource definition

Resource format

Property values

BuildContext

EnvironmentVersionProperties

InferenceContainerProperties

Microsoft.MachineLearningServices/registries/environments/versions

ResourceBaseProperties

ResourceBaseTags

Route

ARM template resource definition

Resource format

Property values

BuildContext

EnvironmentVersionProperties

InferenceContainerProperties

Microsoft.MachineLearningServices/registries/environments/versions

ResourceBaseProperties

ResourceBaseTags

Route

Terraform (AzAPI provider) resource definition

Resource format

Property values

BuildContext

EnvironmentVersionProperties

InferenceContainerProperties

Microsoft.MachineLearningServices/registries/environments/versions

ResourceBaseProperties

ResourceBaseTags

Route

Feedback

Additional resources