aci_webservice_deployment_config: Create a deployment config for deploying an ACI web service

In azuremlsdk: Interface to the 'Azure Machine Learning' 'SDK'

Description

Deploy a web service to Azure Container Instances for testing or debugging. Use ACI for low-scale CPU-based workloads that require less than 48 GB of RAM.

Deploy to ACI if one of the following conditions is true:

• You need to quickly deploy and validate your model. You do not need to create ACI containers ahead of time. They are created as part of the deployment process.

• You are testing a model that is under development.

Usage

aci_webservice_deployment_config(
  cpu_cores = NULL,
  memory_gb = NULL,
  tags = NULL,
  properties = NULL,
  description = NULL,
  location = NULL,
  auth_enabled = NULL,
  ssl_enabled = NULL,
  enable_app_insights = NULL,
  ssl_cert_pem_file = NULL,
  ssl_key_pem_file = NULL,
  ssl_cname = NULL,
  dns_name_label = NULL
)

Arguments

cpu_cores	The number of cpu cores to allocate for the web service. Can be a decimal. Defaults to 0.1.
memory_gb	The amount of memory (in GB) to allocate for the web service. Can be a decimal. Defaults to 0.5.
tags	A named list of key-value tags for the web service, e.g. list("key" = "value").
properties	A named list of key-value properties for the web service, e.g. list("key" = "value"). These properties cannot be changed after deployment, but new key-value pairs can be added.
description	A string of the description to give the web service.
location	A string of the Azure region to deploy the web service to. If not specified the workspace location will be used. More details on available regions can be found here.
auth_enabled	If TRUE enable key-based authentication for the web service. Defaults to FALSE.
ssl_enabled	If TRUE enable SSL for the web service. Defaults to FALSE.
enable_app_insights	If TRUE enable AppInsights for the web service. Defaults to FALSE.
ssl_cert_pem_file	A string of the cert file needed if SSL is enabled.
ssl_key_pem_file	A string of the key file needed if SSL is enabled.
ssl_cname	A string of the cname if SSL is enabled.
dns_name_label	A string of the dns name label for the scoring endpoint. If not specified a unique dns name label will be generated for the scoring endpoint.

Value

The AciServiceDeploymentConfiguration object.

See Also

deploy_model()

Examples

## Not run: 
deployment_config <- aci_webservice_deployment_config(cpu_cores = 1, memory_gb = 1)

## End(Not run)

azuremlsdk documentation built on Oct. 23, 2020, 8:22 p.m.