reference-yaml-overview.md

title	titleSuffix	description	services	ms.service	ms.subservice	ms.topic	ms.custom	author	ms.author	ms.date	ms.reviewer
CLI (v2) YAML schema overview	Azure Machine Learning	Overview and index of CLI (v2) YAML schemas.	machine-learning	machine-learning	core	reference	cliv2, event-tier1-build-2022	lostmygithubaccount	copeters	03/31/2022	nibaccam

CLI (v2) YAML schemas

[!INCLUDE cli v2]

The Azure Machine Learning CLI (v2), an extension to the Azure CLI, often uses and sometimes requires YAML files with specific schemas. This article lists reference docs and the source schema for YAML files. Examples are included inline in individual articles.

Workspace

Reference	URI
Workspace	https://azuremlschemas.azureedge.net/latest/workspace.schema.json

Environment

Reference	URI
Environment	https://azuremlschemas.azureedge.net/latest/environment.schema.json

Data

Reference	URI
Dataset	https://azuremlschemas.azureedge.net/latest/data.schema.json

Model

Reference	URI
Model	https://azuremlschemas.azureedge.net/latest/model.schema.json

Compute

Reference	URI
Compute cluster (AmlCompute)	https://azuremlschemas.azureedge.net/latest/amlCompute.schema.json
Compute instance	https://azuremlschemas.azureedge.net/latest/computeInstance.schema.json
Attached Virtual Machine	https://azuremlschemas.azureedge.net/latest/vmCompute.schema.json
Attached Azure Arc-enabled Kubernetes (KubernetesCompute)	https://azuremlschemas.azureedge.net/latest/kubernetesCompute.schema.json

Job

Reference	URI
Command	https://azuremlschemas.azureedge.net/latest/commandJob.schema.json
Sweep	https://azuremlschemas.azureedge.net/latest/sweepJob.schema.json
Pipeline	https://azuremlschemas.azureedge.net/latest/pipelineJob.schema.json

Datastore

Reference	URI
Azure Blob	https://azuremlschemas.azureedge.net/latest/azureBlob.schema.json
Azure Files	https://azuremlschemas.azureedge.net/latest/azureFile.schema.json
Azure Data Lake Gen1	https://azuremlschemas.azureedge.net/latest/azureDataLakeGen1.schema.json
Azure Data Lake Gen2	https://azuremlschemas.azureedge.net/latest/azureDataLakeGen2.schema.json

Endpoint

Reference	URI
Online (real-time)	https://azuremlschemas.azureedge.net/latest/managedOnlineEndpoint.schema.json
Batch	https://azuremlschemas.azureedge.net/latest/batchEndpoint.schema.json

Deployment

Reference	URI
Managed online (real-time)	https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json
Kubernetes online (real-time)	https://azuremlschemas.azureedge.net/latest/kubernetesOnlineDeployment.schema.json
Batch	https://azuremlschemas.azureedge.net/latest/batchDeployment.schema.json

Component

Reference	URI
Command	https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json

Next steps

• Install and use the CLI (v2)