diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/batchInference.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/batchInference.json
deleted file mode 100644
index 86cc680427fc..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/batchInference.json
+++ /dev/null
@@ -1,982 +0,0 @@
-{
-  "swagger": "2.0",
-  "info": {
-    "title": "Azure Machine Learning Workspaces",
-    "description": "These APIs allow end users to operate on Azure Machine Learning Workspace resources.",
-    "version": "2020-09-01-preview"
-  },
-  "host": "management.azure.com",
-  "schemes": [
-    "https"
-  ],
-  "consumes": [
-    "application/json"
-  ],
-  "produces": [
-    "application/json"
-  ],
-  "security": [
-    {
-      "azure_auth": [
-        "user_impersonation"
-      ]
-    }
-  ],
-  "securityDefinitions": {
-    "azure_auth": {
-      "type": "oauth2",
-      "authorizationUrl": "https://login.microsoftonline.com/common/oauth2/authorize",
-      "flow": "implicit",
-      "description": "Azure Active Directory OAuth2 Flow.",
-      "scopes": {
-        "user_impersonation": "impersonate your user account"
-      }
-    }
-  },
-  "paths": {
-    "/mferp/managementfrontend/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/deployments/{deploymentId}": {
-      "put": {
-        "tags": [
-          "BatchDeployment"
-        ],
-        "summary": "Creates a batch inference deployment.",
-        "operationId": "BatchDeployments_CreateOrUpdate",
-        "x-ms-long-running-operation": true,
-        "x-ms-examples": {
-          "Create or update BatchDeployment": {
-            "$ref": "./examples/createOrUpdateBatchDeployment.json"
-          }
-        },
-        "consumes": [
-          "application/json"
-        ],
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointDeploymentIdParameter"
-          },
-          {
-            "in": "body",
-            "name": "body",
-            "description": "Batch inference deployment definition object.",
-            "schema": {
-              "$ref": "#/definitions/BatchDeploymentResource"
-            }
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchDeploymentResource"
-            }
-          },
-          "201": {
-            "description": "Created",
-            "schema": {
-              "$ref": "#/definitions/BatchDeploymentResource"
-            }
-          }
-        }
-      },
-      "get": {
-        "tags": [
-          "BatchDeployment"
-        ],
-        "summary": "Gets a batch inference deployment by id.",
-        "operationId": "BatchDeployments_Get",
-        "x-ms-examples": {
-          "Create or update BatchDeployment": {
-            "$ref": "./examples/getBatchDeployment.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "#/parameters/EndpointDeploymentIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchDeploymentResource"
-            }
-          }
-        }
-      },
-      "delete": {
-        "tags": [
-          "BatchDeployment"
-        ],
-        "summary": "Delete Batch Inference deployment.",
-        "operationId": "BatchDeployments_Delete",
-        "x-ms-examples": {
-          "Delete BatchDeployment": {
-            "$ref": "./examples/deleteBatchDeployment.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "#/parameters/EndpointDeploymentIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success"
-          },
-          "204": {
-            "description": "Success"
-          }
-        }
-      }
-    },
-    "/mferp/managementfrontend/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/deployments": {
-      "get": {
-        "tags": [
-          "BatchDeployment"
-        ],
-        "summary": "Lists Batch inference deployments in the workspace.",
-        "operationId": "BatchDeployments_List",
-        "x-ms-examples": {
-          "Get BatchDeployments": {
-            "$ref": "./examples/getBatchDeployments.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchDeploymentResourcePaginatedResult"
-            }
-          }
-        },
-        "x-ms-pageable": {
-          "nextLinkName": "nextLink"
-        }
-      }
-    },
-    "/mferp/managementfrontend/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}": {
-      "put": {
-        "tags": [
-          "BatchEndpoint"
-        ],
-        "summary": "Creates a batch inference endpoint.",
-        "operationId": "BatchEndpoints_CreateOrUpdate",
-        "x-ms-long-running-operation": true,
-        "x-ms-examples": {
-          "Create or update BatchEndpoint": {
-            "$ref": "./examples/createOrUpdateBatchEndpoint.json"
-          }
-        },
-        "consumes": [
-          "application/json"
-        ],
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          },
-          {
-            "in": "body",
-            "name": "body",
-            "description": "Batch inference endpoint definition object.",
-            "schema": {
-              "$ref": "#/definitions/BatchEndpointResource"
-            }
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchEndpointResource"
-            }
-          },
-          "201": {
-            "description": "Created",
-            "schema": {
-              "$ref": "#/definitions/BatchEndpointResource"
-            }
-          }
-        }
-      },
-      "get": {
-        "tags": [
-          "BatchEndpoint"
-        ],
-        "summary": "Gets a batch inference endpoint by name.",
-        "operationId": "BatchEndpoints_Get",
-        "x-ms-examples": {
-          "Get BatchEndpoint": {
-            "$ref": "./examples/getBatchEndpoint.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchEndpointResource"
-            }
-          }
-        }
-      },
-      "delete": {
-        "tags": [
-          "BatchEndpoint"
-        ],
-        "summary": "Delete Batch Inference Endpoint.",
-        "operationId": "BatchEndpoints_Delete",
-        "x-ms-examples": {
-          "Delete BatchEndpoint": {
-            "$ref": "./examples/deleteBatchEndpoint.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success"
-          },
-          "204": {
-            "description": "Success"
-          }
-        }
-      }
-    },
-    "/mferp/managementfrontend/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints": {
-      "get": {
-        "tags": [
-          "BatchEndpoint"
-        ],
-        "summary": "Lists Batch inference endpoint in the workspace.",
-        "operationId": "BatchEndpoints_List",
-        "x-ms-examples": {
-          "Get BatchEndpoints": {
-            "$ref": "./examples/getBatchEndpoints.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "in": "query",
-            "name": "$skipToken",
-            "description": "Continuation token for pagination.",
-            "type": "string"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/BatchEndpointResourcePaginatedResult"
-            }
-          }
-        },
-        "x-ms-pageable": {
-          "nextLinkName": "nextLink"
-        }
-      }
-    },
-    "/mferp/managementfrontend/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/listkeys": {
-      "post": {
-        "tags": [
-          "BatchEndpoint"
-        ],
-        "summary": "Lists batch Inference Endpoint keys.",
-        "operationId": "BatchEndpoints_ListKeys",
-        "x-ms-examples": {
-          "List Keys": {
-            "$ref": "./examples/listKeysBatchEndpoint.json"
-          }
-        },
-        "produces": [
-          "text/plain",
-          "application/json",
-          "text/json"
-        ],
-        "parameters": [
-          {
-            "$ref": "machineLearningServices.json#/parameters/SubscriptionIdParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/ResourceGroupNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter"
-          },
-          {
-            "$ref": "machineLearningServices.json#/parameters/APIVersionParameter"
-          },
-          {
-            "$ref": "#/parameters/EndpointNameParameter"
-          }
-        ],
-        "responses": {
-          "default": {
-            "description": "Error",
-            "schema": {
-              "$ref": "machineLearningServices.json#/definitions/MachineLearningServiceError"
-            }
-          },
-          "200": {
-            "description": "Success",
-            "schema": {
-              "$ref": "#/definitions/InferenceEndpointKeysResource"
-            }
-          }
-        }
-      }
-    }
-  },
-  "parameters": {
-    "LocationNameParameter": {
-      "name": "locationName",
-      "description": "location of Azure Machine Learning workspace.",
-      "in": "path",
-      "type": "string",
-      "required": true,
-      "x-ms-parameter-location": "method"
-    },
-    "EndpointNameParameter": {
-      "name": "endpointName",
-      "description": "Name of the Azure Machine Learning Batch Inference endpoint.",
-      "in": "path",
-      "type": "string",
-      "required": true,
-      "x-ms-parameter-location": "method"
-    },
-    "EndpointDeploymentIdParameter": {
-      "name": "deploymentId",
-      "description": "Identifier of the Azure Machine Learning Batch Inference Deployment.",
-      "in": "path",
-      "type": "string",
-      "required": true,
-      "x-ms-parameter-location": "method"
-    }
-  },
-  "definitions": {
-    "BatchDeploymentResource": {
-      "description": "Azure Resource Manager resource Envelope",
-      "required": [
-        "properties"
-      ],
-      "allOf": [
-        {
-          "$ref": "machineLearningServices.json#/definitions/Resource"
-        }
-      ],
-      "type": "object",
-      "x-ms-azure-resource": true,
-      "properties": {
-        "id": {
-          "description": "The resource URL of the entity (not URL encoded).",
-          "type": "string",
-          "readOnly": true
-        },
-        "name": {
-          "description": "The name of the resource entity.",
-          "type": "string",
-          "readOnly": true
-        },
-        "type": {
-          "description": "The resource provider and type.",
-          "type": "string",
-          "readOnly": true
-        },
-        "properties": {
-          "$ref": "#/definitions/BatchDeployment"
-        },
-        "location": {
-          "description": "Specifies the location of the resource.",
-          "type": "string"
-        },
-        "tags": {
-          "description": "Contains resource tags defined as key/value pairs.",
-          "type": "object",
-          "additionalProperties": {
-            "type": "string"
-          }
-        }
-      }
-    },
-    "BatchDeploymentResourcePaginatedResult": {
-      "type": "object",
-      "properties": {
-        "value": {
-          "type": "array",
-          "items": {
-            "$ref": "#/definitions/BatchDeploymentResource"
-          }
-        },
-        "continuationToken": {
-          "type": "string"
-        },
-        "nextLink": {
-          "type": "string"
-        }
-      }
-    },
-    "BatchEndpointResource": {
-      "description": "Azure Resource Manager resource Envelope",
-      "required": [
-        "properties"
-      ],
-      "allOf": [
-        {
-          "$ref": "machineLearningServices.json#/definitions/Resource"
-        }
-      ],
-      "type": "object",
-      "x-ms-azure-resource": true,
-      "properties": {
-        "id": {
-          "description": "The resource URL of the entity (not URL encoded).",
-          "type": "string",
-          "readOnly": true
-        },
-        "name": {
-          "description": "The name of the resource entity.",
-          "type": "string",
-          "readOnly": true
-        },
-        "type": {
-          "description": "The resource provider and type.",
-          "type": "string",
-          "readOnly": true
-        },
-        "properties": {
-          "$ref": "#/definitions/BatchEndpoint"
-        },
-        "location": {
-          "description": "Specifies the location of the resource.",
-          "type": "string"
-        },
-        "tags": {
-          "description": "Contains resource tags defined as key/value pairs.",
-          "type": "object",
-          "additionalProperties": {
-            "type": "string"
-          }
-        }
-      }
-    },
-    "BatchEndpointResourcePaginatedResult": {
-      "type": "object",
-      "properties": {
-        "value": {
-          "type": "array",
-          "items": {
-            "$ref": "#/definitions/BatchEndpointResource"
-          }
-        },
-        "continuationToken": {
-          "type": "string"
-        },
-        "nextLink": {
-          "type": "string"
-        }
-      }
-    },
-    "BatchRetrySettings": {
-      "description": "Retry settings for a batch inference operation.",
-      "type": "object",
-      "properties": {
-        "maximumRetries": {
-          "format": "int32",
-          "description": "Maximum retry count for a mini-batch",
-          "type": "integer"
-        },
-        "timeoutInSeconds": {
-          "format": "int32",
-          "description": "Invocation timeout for a mini-batch, in seconds.",
-          "type": "integer"
-        }
-      }
-    },
-    "BatchPartitioningScheme": {
-      "description": "Partitioning scheme for batch inference operation.",
-      "type": "object",
-      "properties": {
-        "partitioningKey": {
-          "description": "Partition key used for Named partitioning.",
-          "type": "string"
-        },
-        "miniBatchSize": {
-          "format": "int64",
-          "description": "Size of the mini-batch passed to each batch invocation.\r\nFor FileDataset, this is the number of files per mini-batch.\r\nFor TabularDataset, this is the size of the records in bytes, per mini-batch.",
-          "type": "integer"
-        }
-      }
-    },
-    "BatchLoggingLevel": {
-      "description": "Log verbosity for batch inferencing.\r\nIncreasing verbosity order for logging is : Warning, Info and Debug\r\nDefault value is Info.",
-      "enum": [
-        "Info",
-        "Warning",
-        "Debug"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "BatchLoggingLevel",
-        "modelAsString": false
-      }
-    },
-    "BatchOutputAction": {
-      "description": "Enum to determine how batch inferencing will handle output",
-      "enum": [
-        "SummaryOnly",
-        "AppendRow"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "BatchOutputAction",
-        "modelAsString": false
-      }
-    },
-    "BatchOutputConfiguration": {
-      "description": "Batch inference output configuration.",
-      "type": "object",
-      "properties": {
-        "outputAction": {
-          "$ref": "#/definitions/BatchOutputAction"
-        },
-        "appendRowFileName": {
-          "description": "Customized output file name for append_row output action.",
-          "type": "string"
-        }
-      }
-    },
-    "InferenceEndpointKeysResource": {
-      "description": "Inference endpoint keys.",
-      "type": "object",
-      "properties": {
-        "primaryKey": {
-          "description": "Primary key.",
-          "type": "string"
-        },
-        "secondaryKey": {
-          "description": "Secondary key.",
-          "type": "string"
-        }
-      }
-    },
-    "DeploymentScaleSettings": {
-      "type": "object",
-      "properties": {
-        "nodeCount": {
-          "format": "int32",
-          "description": "Number of Compute nodes to be used for running the deployment",
-          "type": "integer"
-        }
-      }
-    },
-    "DeploymentProvisioningState": {
-      "enum": [
-        "Creating",
-        "Deleting",
-        "Scaling",
-        "Updating",
-        "Succeeded",
-        "Failed"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "DeploymentProvisioningState",
-        "modelAsString": false
-      }
-    },
-    "EndpointProvisioningState": {
-      "description": "State of endpoint provisioning.",
-      "enum": [
-        "Creating",
-        "Deleting",
-        "Succeeded",
-        "Failed"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "EndpointProvisioningState",
-        "modelAsString": false
-      }
-    },
-    "EndpointAuthModeType": {
-      "enum": [
-        "AMLTokenAuth",
-        "KeyAuth"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "EndpointAuthModeType",
-        "modelAsString": false
-      }
-    },
-    "BatchDeployment": {
-      "description": "Batch inference settings per deployment.",
-      "type": "object",
-      "properties": {
-        "scaleSettings": {
-          "$ref": "#/definitions/DeploymentScaleSettings"
-        },
-        "batchSettings": {
-          "$ref": "#/definitions/BatchDeploymentSettings"
-        },
-        "description": {
-          "description": "Description of the endpoint deployment.",
-          "type": "string"
-        },
-        "properties": {
-          "description": "Property dictionary. Properties can be added, but not removed or altered.",
-          "type": "object",
-          "additionalProperties": {
-            "type": "string"
-          }
-        },
-        "modelId": {
-          "description": "Model identifier.",
-          "type": "string"
-        },
-        "codeConfiguration": {
-          "$ref": "#/definitions/CodeConfiguration"
-        },
-        "environmentId": {
-          "description": "Environment specification for the endpoint deployment.",
-          "type": "string"
-        },
-        "provisioningState": {
-          "$ref": "#/definitions/DeploymentProvisioningState"
-        }
-      }
-    },
-    "CommandType": {
-      "enum": [
-        "Command",
-        "Python"
-      ],
-      "type": "string",
-      "x-ms-enum": {
-        "name": "CommandType",
-        "modelAsString": false
-      }
-    },
-    "BatchEndpoint": {
-      "description": "Batch endpoint configuration",
-      "type": "object",
-      "properties": {
-        "description": {
-          "description": "Description of the inference endpoint.",
-          "type": "string"
-        },
-        "properties": {
-          "description": "Property dictionary. Properties can be added, but not removed or altered.",
-          "type": "object",
-          "additionalProperties": {
-            "type": "string"
-          }
-        },
-        "trafficRules": {
-          "description": "Traffic rules on how the traffic will be routed across deployments.",
-          "type": "object",
-          "additionalProperties": {
-            "format": "int32",
-            "type": "integer"
-          }
-        },
-        "computeConfiguration": {
-          "$ref": "#/definitions/ComputeConfiguration"
-        },
-        "provisioningState": {
-          "$ref": "#/definitions/EndpointProvisioningState"
-        },
-        "endpoint": {
-          "description": "Endpoint URI",
-          "type": "string",
-          "readOnly": true
-        },
-        "swaggerEndpoint": {
-          "description": "Endpoint Swagger URI",
-          "type": "string",
-          "readOnly": true
-        },
-        "authMode": {
-          "$ref": "#/definitions/EndpointAuthModeType"
-        }
-      }
-    },
-    "CodeConfiguration": {
-      "required": [
-        "command"
-      ],
-      "type": "object",
-      "properties": {
-        "commandType": {
-          "$ref": "#/definitions/CommandType"
-        },
-        "codeArtifactId": {
-          "description": "The ID of the code asset.",
-          "type": "string"
-        },
-        "command": {
-          "description": "The command to execute on startup of the job.",
-          "minLength": 1,
-          "type": "array",
-          "items": {
-            "type": "string"
-          }
-        }
-      }
-    },
-    "ComputeConfiguration": {
-      "description": "Compute Configuration of the endpoint.",
-      "type": "object",
-      "required": [
-        "computeType"
-      ],
-      "properties": {
-        "computeType": {
-          "enum": [
-            "ACI",
-            "AKS",
-            "AMLCompute"
-          ],
-          "type": "string",
-          "x-ms-enum": {
-            "name": "ComputeConfigurationType",
-            "modelAsString": true
-          },
-          "description": "Compute Configuration type such as ACI, AKS, or AMLCompute"
-        }
-      },
-      "discriminator": "computeType"
-    },
-    "BatchDeploymentSettings": {
-      "description": "Batch inference specific settings per deployment.",
-      "type": "object",
-      "properties": {
-        "computeId": {
-          "description": "Compute artifact Identifier",
-          "type": "string"
-        },
-        "errorThreshold": {
-          "format": "int32",
-          "description": "Error threshold, if the error count for the entire input goes above this value,\r\nthe batch inference will be aborted. Range is [-1, int.MaxValue]\r\n-1 value indicates, ignore all failures during batch inference\r\nFor FileDataset count of file failures\r\nFor TabularDataset, this is the count of record failures",
-          "type": "integer"
-        },
-        "retrySettings": {
-          "$ref": "#/definitions/BatchRetrySettings"
-        },
-        "partitioningScheme": {
-          "$ref": "#/definitions/BatchPartitioningScheme"
-        },
-        "loggingLevel": {
-          "$ref": "#/definitions/BatchLoggingLevel"
-        },
-        "outputConfiguration": {
-          "$ref": "#/definitions/BatchOutputConfiguration"
-        }
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchDeployment.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchDeployment.json
deleted file mode 100644
index b8de6569d3f4..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchDeployment.json
+++ /dev/null
@@ -1,133 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "api-version": "2020-09-01-preview",
-    "endpointName": "testEndpointName",
-    "deploymentId": "testBatchDeployment",
-    "properties": {
-      "location": "westus2euap",
-      "tags": {},
-      "properties": {
-        "scaleSettings": {
-          "nodeCount": 1
-        },
-        "batchSettings": {
-          "computeId": "cluster-name",
-          "partitioningScheme": {
-            "miniBatchSize": 20
-          },
-          "outputConfiguration": {
-            "outputAction": "AppendRow"
-          },
-          "errorThreshold": 5,
-          "retrySettings": {
-            "timeoutInSeconds": 30
-          }
-        },
-        "codeConfiguration": {
-          "command": [
-            "batch_scoring.py"
-          ]
-        },
-        "environmentId": "some environment",
-        "properties": {
-          "description": "string"
-        }
-      }
-    }
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
-        "name": "testBatchDeployment",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "scaleSettings": {
-            "nodeCount": 1
-          },
-          "batchSettings": {
-            "computeId": "some compute",
-            "errorThreshold": 5,
-            "retrySettings": {
-              "maximumRetries": 0,
-              "timeoutInSeconds": 30
-            },
-            "partitioningScheme": {
-              "partitioningKey": null,
-              "miniBatchSize": 20
-            },
-            "loggingLevel": "Info",
-            "outputConfiguration": {
-              "outputAction": "AppendRow",
-              "appendRowFileName": null
-            }
-          },
-          "description": "Testing deployment creation",
-          "properties": {
-            "description": "string"
-          },
-          "modelId": "some model",
-          "codeConfiguration": {
-            "commandType": "Command",
-            "codeArtifactId": "some code artifact",
-            "command": [
-              "batch_scoring.py"
-            ]
-          },
-          "environmentId": "some environment",
-          "provisioningState": "Succeeded"
-        }
-      }
-    },
-    "201": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
-        "name": "testBatchDeployment",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "scaleSettings": {
-            "nodeCount": 1
-          },
-          "batchSettings": {
-            "computeId": "some compute",
-            "errorThreshold": 5,
-            "retrySettings": {
-              "maximumRetries": 0,
-              "timeoutInSeconds": 30
-            },
-            "partitioningScheme": {
-              "partitioningKey": null,
-              "miniBatchSize": 20
-            },
-            "loggingLevel": "Info",
-            "outputConfiguration": {
-              "outputAction": "AppendRow",
-              "appendRowFileName": null
-            }
-          },
-          "description": "Testing deployment creation",
-          "properties": {
-            "description": "string"
-          },
-          "modelId": "some model",
-          "codeConfiguration": {
-            "commandType": "Command",
-            "codeArtifactId": "some code artifact",
-            "command": [
-              "batch_scoring.py"
-            ]
-          },
-          "environmentId": "some environment",
-          "provisioningState": "Succeeded"
-        }
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchEndpoint.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchEndpoint.json
deleted file mode 100644
index 115a17f407b4..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchEndpoint.json
+++ /dev/null
@@ -1,70 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "api-version": "2020-09-01-preview",
-    "endpointName": "testBatchEndpoint",
-    "properties": {
-      "location": "westus2euap",
-      "tags": {},
-      "properties": {
-        "name": "test9301",
-        "description": "Testing pipeline endpoint creation",
-        "authMode": "AMLTokenAuth",
-        "trafficRules": "{'testDeployment1': 100, 'testDeployment2': 0}",
-        "computeConfiguration": {
-          "computeType": "AMLCompute"
-        }
-      }
-    }
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName",
-        "name": "testBatchEndpoint",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "authMode": "AMLTokenAuth",
-          "provisioningState": "Succeeded",
-          "trafficRules": {
-            "testDeployment1": 100,
-            "testDeployment2": 0
-          },
-          "computeConfiguration": {
-            "computeType": "AMLCompute"
-          },
-          "properties": {
-            "description": "Testing pipeline endpoint creation"
-          }
-        }
-      }
-    },
-    "201": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName",
-        "name": "testBatchEndpoint",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "authMode": "AMLTokenAuth",
-          "provisioningState": "Succeeded",
-          "trafficRules": {
-            "testDeployment1": 100,
-            "testDeployment2": 0
-          },
-          "computeConfiguration": {
-            "computeType": "AMLCompute"
-          },
-          "properties": {
-            "description": "Testing pipeline endpoint creation"
-          }
-        }
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchDeployment.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchDeployment.json
deleted file mode 100644
index af642589108e..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchDeployment.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "endpointName": "testBatchEndpoint",
-    "deploymentId": "testBatchDeployment",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {},
-    "204": {}
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchEndpoint.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchEndpoint.json
deleted file mode 100644
index ae1161f741dc..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchEndpoint.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "endpointName": "testBatchEndpoint",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {},
-    "204": {}
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployment.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployment.json
deleted file mode 100644
index 817f84d77493..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployment.json
+++ /dev/null
@@ -1,57 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "endpointName": "testBatchEndpoint",
-    "deploymentId": "testBatchDeployment",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
-        "name": "testBatchDeployment",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "scaleSettings": {
-            "nodeCount": 1
-          },
-          "batchSettings": {
-            "computeId": "some compute",
-            "errorThreshold": 5,
-            "retrySettings": {
-              "maximumRetries": 0,
-              "timeoutInSeconds": 30
-            },
-            "partitioningScheme": {
-              "partitioningKey": null,
-              "miniBatchSize": 20
-            },
-            "loggingLevel": "Info",
-            "outputConfiguration": {
-              "outputAction": "AppendRow",
-              "appendRowFileName": null
-            }
-          },
-          "description": "Testing deployment creation",
-          "properties": {
-            "description": "string"
-          },
-          "modelId": "some model",
-          "codeConfiguration": {
-            "commandType": "Command",
-            "codeArtifactId": "some code artifact",
-            "command": [
-              "batch_scoring.py"
-            ]
-          },
-          "environmentId": "some environment",
-          "provisioningState": "Succeeded"
-        }
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployments.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployments.json
deleted file mode 100644
index 911260591bb9..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployments.json
+++ /dev/null
@@ -1,147 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "endpointName": "testBatchEndpoint",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "value": [
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment1",
-            "name": "testBatchDeployment1",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "scaleSettings": {
-                "nodeCount": 1
-              },
-              "batchSettings": {
-                "computeId": "some compute",
-                "errorThreshold": 5,
-                "retrySettings": {
-                  "maximumRetries": 0,
-                  "timeoutInSeconds": 30
-                },
-                "partitioningScheme": {
-                  "partitioningKey": null,
-                  "miniBatchSize": 20
-                },
-                "loggingLevel": "Info",
-                "outputConfiguration": {
-                  "outputAction": "AppendRow",
-                  "appendRowFileName": null
-                }
-              },
-              "description": "Testing deployment creation",
-              "properties": {
-                "description": "string"
-              },
-              "modelId": "some model",
-              "codeConfiguration": {
-                "commandType": "Command",
-                "codeArtifactId": "some code artifact",
-                "command": [
-                  "batch_scoring.py"
-                ]
-              },
-              "environmentId": "some environment",
-              "provisioningState": "Succeeded"
-            }
-          },
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment2",
-            "name": "testBatchDeployment2",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "scaleSettings": {
-                "nodeCount": 1
-              },
-              "batchSettings": {
-                "computeId": "some compute",
-                "errorThreshold": 5,
-                "retrySettings": {
-                  "maximumRetries": 0,
-                  "timeoutInSeconds": 30
-                },
-                "partitioningScheme": {
-                  "partitioningKey": null,
-                  "miniBatchSize": 20
-                },
-                "loggingLevel": "Info",
-                "outputConfiguration": {
-                  "outputAction": "AppendRow",
-                  "appendRowFileName": null
-                }
-              },
-              "description": "Testing deployment creation",
-              "properties": {
-                "description": "string"
-              },
-              "modelId": "some model",
-              "codeConfiguration": {
-                "commandType": "Command",
-                "codeArtifactId": "some code artifact",
-                "command": [
-                  "batch_scoring.py"
-                ]
-              },
-              "environmentId": "some environment",
-              "provisioningState": "Succeeded"
-            }
-          },
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment3",
-            "name": "testBatchDeployment3",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "scaleSettings": {
-                "nodeCount": 1
-              },
-              "batchSettings": {
-                "computeId": "some compute",
-                "errorThreshold": 5,
-                "retrySettings": {
-                  "maximumRetries": 0,
-                  "timeoutInSeconds": 30
-                },
-                "partitioningScheme": {
-                  "partitioningKey": null,
-                  "miniBatchSize": 20
-                },
-                "loggingLevel": "Info",
-                "outputConfiguration": {
-                  "outputAction": "AppendRow",
-                  "appendRowFileName": null
-                }
-              },
-              "description": "Testing deployment creation",
-              "properties": {
-                "description": "string"
-              },
-              "modelId": "some model",
-              "codeConfiguration": {
-                "commandType": "Command",
-                "codeArtifactId": "some code artifact",
-                "command": [
-                  "batch_scoring.py"
-                ]
-              },
-              "environmentId": "some environment",
-              "provisioningState": "Succeeded"
-            }
-          }
-        ],
-        "nextLink": "nextLink"
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoint.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoint.json
deleted file mode 100644
index bea57cd9cb57..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoint.json
+++ /dev/null
@@ -1,34 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "endpointName": "testBatchEndpoint",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName",
-        "name": "testBatchEndpoint",
-        "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-        "location": "westus2euap",
-        "tags": {},
-        "properties": {
-          "authMode": "AMLTokenAuth",
-          "provisioningState": "Succeeded",
-          "trafficRules": {
-            "testDeployment1": 100,
-            "testDeployment2": 0
-          },
-          "computeConfiguration": {
-            "computeType": "AMLCompute"
-          },
-          "properties": {
-            "description": "Testing pipeline endpoint creation"
-          }
-        }
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoints.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoints.json
deleted file mode 100644
index 70947630b075..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchEndpoints.json
+++ /dev/null
@@ -1,80 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "api-version": "2020-12-01-preview"
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "value": [
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName1",
-            "name": "testBatchEndpoint1",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "authMode": "AMLTokenAuth",
-              "provisioningState": "Succeeded",
-              "trafficRules": {
-                "testDeployment1": 100,
-                "testDeployment2": 0
-              },
-              "computeConfiguration": {
-                "computeType": "AMLCompute"
-              },
-              "properties": {
-                "description": "Testing pipeline endpoint creation"
-              }
-            }
-          },
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName2",
-            "name": "testBatchEndpoint2",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "authMode": "AMLTokenAuth",
-              "provisioningState": "Succeeded",
-              "trafficRules": {
-                "testDeployment1": 100,
-                "testDeployment2": 0
-              },
-              "computeConfiguration": {
-                "computeType": "AMLCompute"
-              },
-              "properties": {
-                "description": "Testing pipeline endpoint creation"
-              }
-            }
-          },
-          {
-            "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName3",
-            "name": "testBatchEndpoint3",
-            "type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
-            "location": "westus2euap",
-            "tags": {},
-            "properties": {
-              "authMode": "AMLTokenAuth",
-              "provisioningState": "Succeeded",
-              "trafficRules": {
-                "testDeployment1": 100,
-                "testDeployment2": 0
-              },
-              "computeConfiguration": {
-                "computeType": "AMLCompute"
-              },
-              "properties": {
-                "description": "Testing pipeline endpoint creation"
-              }
-            }
-          }
-        ],
-        "nextLink": "nextLink"
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/listKeysBatchEndpoint.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/listKeysBatchEndpoint.json
deleted file mode 100644
index da4bd2db7c83..000000000000
--- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/listKeysBatchEndpoint.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "parameters": {
-    "subscriptionId": "00000000-1111-2222-3333-444444444444",
-    "resourceGroupName": "resourceGroup-1234",
-    "workspaceName": "testworkspace",
-    "api-version": "2020-09-01-preview",
-    "endpointName": "testBatchEndpoint"
-  },
-  "responses": {
-    "200": {
-      "body": {
-        "primaryKey": "primary key value...",
-        "secondaryKey": "secondary key value..."
-      }
-    }
-  }
-}
diff --git a/specification/machinelearningservices/resource-manager/readme.md b/specification/machinelearningservices/resource-manager/readme.md
index a3009c9b4312..4870058be3a7 100644
--- a/specification/machinelearningservices/resource-manager/readme.md
+++ b/specification/machinelearningservices/resource-manager/readme.md
@@ -126,7 +126,6 @@ These settings apply only when `--tag=package-2020-09-01-preview` is specified o
 ``` yaml $(tag) == 'package-2020-09-01-preview'
 input-file:
 - Microsoft.MachineLearningServices/preview/2020-09-01-preview/machineLearningServices.json
-- Microsoft.MachineLearningServices/preview/2020-09-01-preview/batchInference.json
 ```
 
 ### Tag: package-2020-05-01-preview