Web Services - List

Reference

Service:: ML Studio (classic)

API Version:: 2016-05-01-preview

Gets the web services in the specified subscription.

GET https://management.azure.com/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearning/webServices?api-version=2016-05-01-preview

With optional parameters:

GET https://management.azure.com/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearning/webServices?$skiptoken={$skiptoken}&api-version=2016-05-01-preview

URI Parameters

Name	In	Required	Type	Description
subscriptionId	path	True	string	The Azure subscription ID.
api-version	query	True	string	The version of the Microsoft.MachineLearning resource provider API to use.
$skiptoken	query		string	Continuation token for pagination.

Responses

Name	Type	Description
200 OK	PaginatedWebServicesList	Success. The response includes a paginated array of web service objects and a URI to the next set of results, if any. Note that the web service objects are sparsely populated to conserve space in the response content. To get the full web service object, call the GET operation on the web service. Media Types: "application/json", "text/json"

Name

Type

Description

200 OK

PaginatedWebServicesList

Success. The response includes a paginated array of web service objects and a URI to the next set of results, if any. Note that the web service objects are sparsely populated to conserve space in the response content. To get the full web service object, call the GET operation on the web service.

Media Types: "application/json", "text/json"

Definitions

Name	Description
AssetItem	Information about an asset associated with the web service.
AssetLocation	Describes the access location for a web service asset.
AssetType	Asset's type.
ColumnFormat	Additional format information for the data type.
ColumnSpecification	Swagger 2.0 schema for a column within the data table representing a web service input or output. See Swagger specification: http://swagger.io/specification/
ColumnType	Data type of the column.
CommitmentPlan	Information about the machine learning commitment plan associated with the web service.
DiagnosticsConfiguration	Diagnostics settings for an Azure ML web service.
DiagnosticsLevel	Specifies the verbosity of the diagnostic output. Valid values are: None - disables tracing; Error - collects only error (stderr) traces; All - collects all traces (stdout and stderr).
ExampleRequest	Sample input data for the service's input(s).
GraphEdge	Defines an edge within the web service's graph.
GraphNode	Specifies a node in the web service graph. The node can either be an input, output or asset node, so only one of the corresponding id properties is populated at any given time.
GraphPackage	Defines the graph of modules making up the machine learning solution.
GraphParameter	Defines a global parameter in the graph.
GraphParameterLink	Association link for a graph global parameter to a node in the graph.
InputPort	Asset input port
InputPortType	Port data type.
MachineLearningWorkspace	Information about the machine learning workspace containing the experiment that is source for the web service.
ModeValueInfo	Nested parameter definition.
ModuleAssetParameter	Parameter definition for a module asset.
OutputPort	Asset output port
OutputPortType	Port data type.
PaginatedWebServicesList	Paginated list of web services.
ParameterType	Graph parameter's type.
ProvisioningState	Read Only: The provision state of the web service. Valid values are Unknown, Provisioning, Succeeded, and Failed.
RealtimeConfiguration	Holds the available configuration options for an Azure ML web service endpoint.
ServiceInputOutputSpecification	The swagger 2.0 schema describing the service's inputs or outputs. See Swagger specification: http://swagger.io/specification/
StorageAccount	Access information for a storage account.
TableSpecification	The swagger 2.0 schema describing a single service input or output. See Swagger specification: http://swagger.io/specification/
WebService	Instance of an Azure ML web service resource.
WebServiceKeys	Access keys for the web service calls.
WebServicePropertiesForGraph	Properties specific to a Graph based web service.

AssetItem

Information about an asset associated with the web service.

Name	Type	Description
id	string	Asset's Id.
inputPorts	<string, InputPort>	Information about the asset's input ports.
locationInfo	AssetLocation	Access information for the asset.
metadata	object	If the asset is a custom module, this holds the module's metadata.
name	string	Asset's friendly name.
outputPorts	<string, OutputPort>	Information about the asset's output ports.
parameters	ModuleAssetParameter[]	If the asset is a custom module, this holds the module's parameters.
type	AssetType	Asset's type.

AssetLocation

Describes the access location for a web service asset.

Name	Type	Description
credentials	string	Access credentials for the asset, if applicable (e.g. asset specified by storage account connection string + blob URI)
uri	string	The URI where the asset is accessible from, (e.g. aml://abc for system assets or https://xyz for user assets

AssetType

Asset's type.

Name	Type	Description
Module	string
Resource	string

ColumnFormat

Additional format information for the data type.

Name	Type	Description
Byte	string
Char	string
Complex128	string
Complex64	string
Date-time	string
Date-timeOffset	string
Double	string
Duration	string
Float	string
Int16	string
Int32	string
Int64	string
Int8	string
Uint16	string
Uint32	string
Uint64	string
Uint8	string

ColumnSpecification

Swagger 2.0 schema for a column within the data table representing a web service input or output. See Swagger specification: http://swagger.io/specification/

Name	Type	Description
enum	object[]	If the data type is categorical, this provides the list of accepted categories.
format	ColumnFormat	Additional format information for the data type.
type	ColumnType	Data type of the column.
x-ms-isnullable	boolean	Flag indicating if the type supports null values or not.
x-ms-isordered	boolean	Flag indicating whether the categories are treated as an ordered set or not, if this is a categorical column.

ColumnType

Data type of the column.

Name	Type	Description
Boolean	string
Integer	string
Number	string
String	string

CommitmentPlan

Information about the machine learning commitment plan associated with the web service.

Name	Type	Description
id	string	Specifies the Azure Resource Manager ID of the commitment plan associated with the web service.

DiagnosticsConfiguration

Diagnostics settings for an Azure ML web service.

Name	Type	Description
expiry	string	Specifies the date and time when the logging will cease. If null, diagnostic collection is not time limited.
level	DiagnosticsLevel	Specifies the verbosity of the diagnostic output. Valid values are: None - disables tracing; Error - collects only error (stderr) traces; All - collects all traces (stdout and stderr).

DiagnosticsLevel

Specifies the verbosity of the diagnostic output. Valid values are: None - disables tracing; Error - collects only error (stderr) traces; All - collects all traces (stdout and stderr).

Name	Type	Description
All	string
Error	string
None	string

ExampleRequest

Sample input data for the service's input(s).

Name	Type	Description
globalParameters	object	Sample input data for the web service's global parameters
inputs	object	Sample input data for the web service's input(s) given as an input name to sample input values matrix map.

GraphEdge

Defines an edge within the web service's graph.

Name	Type	Description
sourceNodeId	string	The source graph node's identifier.
sourcePortId	string	The identifier of the source node's port that the edge connects from.
targetNodeId	string	The destination graph node's identifier.
targetPortId	string	The identifier of the destination node's port that the edge connects into.

GraphNode

Specifies a node in the web service graph. The node can either be an input, output or asset node, so only one of the corresponding id properties is populated at any given time.

Name	Type	Description
assetId	string	The id of the asset represented by this node.
inputId	string	The id of the input element represented by this node.
outputId	string	The id of the output element represented by this node.
parameters	object	If applicable, parameters of the node. Global graph parameters map into these, with values set at runtime.

GraphPackage

Defines the graph of modules making up the machine learning solution.

Name	Type	Description
edges	GraphEdge[]	The list of edges making up the graph.
graphParameters	<string, GraphParameter>	The collection of global parameters for the graph, given as a global parameter name to GraphParameter map. Each parameter here has a 1:1 match with the global parameters values map declared at the WebServiceProperties level.
nodes	<string, GraphNode>	The set of nodes making up the graph, provided as a nodeId to GraphNode map

GraphParameter

Defines a global parameter in the graph.

Name	Type	Description
description	string	Description of this graph parameter.
links	GraphParameterLink[]	Association links for this parameter to nodes in the graph.
type	ParameterType	Graph parameter's type.

GraphParameterLink

Association link for a graph global parameter to a node in the graph.

Name	Type	Description
nodeId	string	The graph node's identifier
parameterKey	string	The identifier of the node parameter that the global parameter maps to.

InputPort

Asset input port

Name	Type	Default value	Description
type	InputPortType	Dataset	Port data type.

InputPortType

Port data type.

Name	Type	Description
Dataset	string

MachineLearningWorkspace

Information about the machine learning workspace containing the experiment that is source for the web service.

Name	Type	Description
id	string	Specifies the workspace ID of the machine learning workspace associated with the web service

ModeValueInfo

Nested parameter definition.

Name	Type	Description
interfaceString	string	The interface string name for the nested parameter.
parameters	ModuleAssetParameter[]	The definition of the parameter.

ModuleAssetParameter

Parameter definition for a module asset.

Name	Type	Description
modeValuesInfo	<string, ModeValueInfo>	Definitions for nested interface parameters if this is a complex module parameter.
name	string	Parameter name.
parameterType	string	Parameter type.

OutputPort

Asset output port

Name	Type	Default value	Description
type	OutputPortType	Dataset	Port data type.

OutputPortType

Port data type.

Name	Type	Description
Dataset	string

PaginatedWebServicesList

Paginated list of web services.

Name	Type	Description
nextLink	string	A continuation link (absolute URI) to the next page of results in the list.
value	WebService[]	An array of web service objects.

ParameterType

Graph parameter's type.

Name	Type	Description
Boolean	string
ColumnPicker	string
Credential	string
DataGatewayName	string
Double	string
Enumerated	string
Float	string
Int	string
Mode	string
ParameterRange	string
Script	string
String	string

ProvisioningState

Read Only: The provision state of the web service. Valid values are Unknown, Provisioning, Succeeded, and Failed.

Name	Type	Description
Failed	string
Provisioning	string
Succeeded	string
Unknown	string

RealtimeConfiguration

Holds the available configuration options for an Azure ML web service endpoint.

Name	Type	Description
maxConcurrentCalls	integer	Specifies the maximum concurrent calls that can be made to the web service. Minimum value: 4, Maximum value: 200.

ServiceInputOutputSpecification

The swagger 2.0 schema describing the service's inputs or outputs. See Swagger specification: http://swagger.io/specification/

Name	Type	Default value	Description
description	string		The description of the Swagger schema.
properties	<string, TableSpecification>		Specifies a collection that contains the column schema for each input or output of the web service. For more information, see the Swagger specification.
title	string		The title of your Swagger schema.
type	string	object	The type of the entity described in swagger. Always 'object'.

StorageAccount

Access information for a storage account.

Name	Type	Description
key	string	Specifies the key used to access the storage account.
name	string	Specifies the name of the storage account.

TableSpecification

The swagger 2.0 schema describing a single service input or output. See Swagger specification: http://swagger.io/specification/

Name	Type	Default value	Description
description	string		Swagger schema description.
format	string		The format, if 'type' is not 'object'
properties	<string, ColumnSpecification>		The set of columns within the data table.
title	string		Swagger schema title.
type	string	object	The type of the entity described in swagger.

WebService

Instance of an Azure ML web service resource.

Name	Type	Description
id	string	Specifies the resource ID.
location	string	Specifies the location of the resource.
name	string	Specifies the name of the resource.
properties	WebServiceProperties: WebServicePropertiesForGraph	Contains the property payload that describes the web service.
tags	object	Contains resource tags defined as key/value pairs.
type	string	Specifies the type of the resource.

WebServiceKeys

Access keys for the web service calls.

Name	Type	Description
primary	string	The primary access key.
secondary	string	The secondary access key.

WebServicePropertiesForGraph

Properties specific to a Graph based web service.

Name	Type	Description
assets	<string, AssetItem>	Contains user defined properties describing web service assets. Properties are expressed as Key/Value pairs.
commitmentPlan	CommitmentPlan	Contains the commitment plan associated with this web service. Set at creation time. Once set, this value cannot be changed. Note: The commitment plan is not returned from calls to GET operations.
createdOn	string	Read Only: The date and time when the web service was created.
description	string	The description of the web service.
diagnostics	DiagnosticsConfiguration	Settings controlling the diagnostics traces collection for the web service.
exampleRequest	ExampleRequest	Defines sample input data for one or more of the service's inputs.
exposeSampleData	boolean	When set to true, sample data is included in the web service's swagger definition. The default value is true.
input	ServiceInputOutputSpecification	Contains the Swagger 2.0 schema describing one or more of the web service's inputs. For more information, see the Swagger specification.
keys	WebServiceKeys	Contains the web service provisioning keys. If you do not specify provisioning keys, the Azure Machine Learning system generates them for you. Note: The keys are not returned from calls to GET operations.
machineLearningWorkspace	MachineLearningWorkspace	Specifies the Machine Learning workspace containing the experiment that is source for the web service.
modifiedOn	string	Read Only: The date and time when the web service was last modified.
output	ServiceInputOutputSpecification	Contains the Swagger 2.0 schema describing one or more of the web service's outputs. For more information, see the Swagger specification.
package	GraphPackage	The definition of the graph package making up this web service.
packageType	string: Graph	Specifies the package type. Valid values are Graph (Specifies a web service published through the Machine Learning Studio) and Code (Specifies a web service published using code such as Python). Note: Code is not supported at this time.
parameters	object	The set of global parameters values defined for the web service, given as a global parameter name to default value map. If no default value is specified, the parameter is considered to be required.
provisioningState	ProvisioningState	Read Only: The provision state of the web service. Valid values are Unknown, Provisioning, Succeeded, and Failed.
readOnly	boolean	When set to true, indicates that the web service is read-only and can no longer be updated or patched, only removed. Default, is false. Note: Once set to true, you cannot change its value.
realtimeConfiguration	RealtimeConfiguration	Contains the configuration settings for the web service endpoint.
storageAccount	StorageAccount	Specifies the storage account that Azure Machine Learning uses to store information about the web service. Only the name of the storage account is returned from calls to GET operations. When updating the storage account information, you must ensure that all necessary assets are available in the new storage account or calls to your web service will fail.
swaggerLocation	string	Read Only: Contains the URI of the swagger spec associated with this web service.
title	string	The title of the web service.

Share via

Web Services - List

URI Parameters

Responses

Definitions

AssetItem

AssetLocation

AssetType

ColumnFormat

ColumnSpecification

ColumnType

CommitmentPlan

DiagnosticsConfiguration

DiagnosticsLevel

ExampleRequest

GraphEdge

GraphNode

GraphPackage

GraphParameter

GraphParameterLink

InputPort

InputPortType

MachineLearningWorkspace

ModeValueInfo

ModuleAssetParameter

OutputPort

OutputPortType

PaginatedWebServicesList

ParameterType

ProvisioningState

RealtimeConfiguration

ServiceInputOutputSpecification

StorageAccount

TableSpecification

WebService

WebServiceKeys

WebServicePropertiesForGraph

Additional resources