machinelearningservices

package
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 Go to latest Published: Dec 29, 2020 License: Apache-2.0 Imports: 10 Imported by: 0

Documentation

Overview

Package machinelearningservices implements the Azure ARM Machinelearningservices service API version 2019-11-01.

These APIs allow end users to operate on Azure Machine Learning Workspace resources.

Index

Constants

View Source 
const (
	// DefaultBaseURI is the default URI used for the service Machinelearningservices
	DefaultBaseURI = "https://management.azure.com"
)

Variables

This section is empty.

Functions

func UserAgent 

func UserAgent() string

UserAgent returns the UserAgent string to use when sending http.Requests.

func Version 

func Version() string

Version returns the semantic version (see http://semver.org) of the client.

Types

type AKS 

type AKS struct {
	// Properties - AKS properties
	Properties *AKSProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

AKS a Machine Learning compute based on AKS.

func (AKS) AsAKS 

func (a AKS) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for AKS.

func (AKS) AsAmlCompute 

func (a AKS) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for AKS.

func (AKS) AsBasicCompute 

func (a AKS) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for AKS.

func (AKS) AsCompute 

func (a AKS) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for AKS.

func (AKS) AsDataFactory 

func (a AKS) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for AKS.

func (AKS) AsDataLakeAnalytics 

func (a AKS) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for AKS.

func (AKS) AsDatabricks 

func (a AKS) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for AKS.

func (AKS) AsHDInsight 

func (a AKS) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for AKS.

func (AKS) AsVirtualMachine 

func (a AKS) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for AKS.

func (AKS) MarshalJSON 

func (a AKS) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKS.

type AKSProperties 

type AKSProperties struct {
	// ClusterFqdn - Cluster full qualified domain name
	ClusterFqdn *string `json:"clusterFqdn,omitempty"`
	// SystemServices - READ-ONLY; System services
	SystemServices *[]SystemService `json:"systemServices,omitempty"`
	// AgentCount - Number of agents
	AgentCount *int32 `json:"agentCount,omitempty"`
	// AgentVMSize - Agent virtual machine size
	AgentVMSize *string `json:"agentVMSize,omitempty"`
	// SslConfiguration - SSL configuration
	SslConfiguration *SslConfiguration `json:"sslConfiguration,omitempty"`
	// AksNetworkingConfiguration - AKS networking configuration for vnet
	AksNetworkingConfiguration *AksNetworkingConfiguration `json:"aksNetworkingConfiguration,omitempty"`
}

AKSProperties AKS properties

func (AKSProperties) MarshalJSON 

func (a AKSProperties) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKSProperties.

type AksComputeSecrets 

type AksComputeSecrets struct {
	// UserKubeConfig - Content of kubeconfig file that can be used to connect to the Kubernetes cluster.
	UserKubeConfig *string `json:"userKubeConfig,omitempty"`
	// AdminKubeConfig - Content of kubeconfig file that can be used to connect to the Kubernetes cluster.
	AdminKubeConfig *string `json:"adminKubeConfig,omitempty"`
	// ImagePullSecretName - Image registry pull secret.
	ImagePullSecretName *string `json:"imagePullSecretName,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
	ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
}

AksComputeSecrets secrets related to a Machine Learning compute based on AKS.

func (AksComputeSecrets) AsAksComputeSecrets 

func (acs AksComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool)

AsAksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.

func (AksComputeSecrets) AsBasicComputeSecrets 

func (acs AksComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool)

AsBasicComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.

func (AksComputeSecrets) AsComputeSecrets 

func (acs AksComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool)

AsComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.

func (AksComputeSecrets) AsDatabricksComputeSecrets 

func (acs AksComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)

AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.

func (AksComputeSecrets) AsVirtualMachineSecrets 

func (acs AksComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)

AsVirtualMachineSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.

func (AksComputeSecrets) MarshalJSON 

func (acs AksComputeSecrets) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AksComputeSecrets.

type AksNetworkingConfiguration 

type AksNetworkingConfiguration struct {
	// SubnetID - Virtual network subnet resource ID the compute nodes belong to
	SubnetID *string `json:"subnetId,omitempty"`
	// ServiceCidr - A CIDR notation IP range from which to assign service cluster IPs. It must not overlap with any Subnet IP ranges.
	ServiceCidr *string `json:"serviceCidr,omitempty"`
	// DNSServiceIP - An IP address assigned to the Kubernetes DNS service. It must be within the Kubernetes service address range specified in serviceCidr.
	DNSServiceIP *string `json:"dnsServiceIP,omitempty"`
	// DockerBridgeCidr - A CIDR notation IP range assigned to the Docker bridge network. It must not overlap with any Subnet IP ranges or the Kubernetes service address range.
	DockerBridgeCidr *string `json:"dockerBridgeCidr,omitempty"`
}

AksNetworkingConfiguration advance configuration for AKS networking

type AllocationState 

type AllocationState string

AllocationState enumerates the values for allocation state. 

const (
	// Resizing ...
	Resizing AllocationState = "Resizing"
	// Steady ...
	Steady AllocationState = "Steady"
)

func PossibleAllocationStateValues 

func PossibleAllocationStateValues() []AllocationState

PossibleAllocationStateValues returns an array of possible values for the AllocationState const type.

type AmlCompute 

type AmlCompute struct {
	// Properties - AML Compute properties
	Properties *AmlComputeProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

AmlCompute an Azure Machine Learning compute.

func (AmlCompute) AsAKS 

func (ac AmlCompute) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsAmlCompute 

func (ac AmlCompute) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsBasicCompute 

func (ac AmlCompute) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsCompute 

func (ac AmlCompute) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsDataFactory 

func (ac AmlCompute) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsDataLakeAnalytics 

func (ac AmlCompute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsDatabricks 

func (ac AmlCompute) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsHDInsight 

func (ac AmlCompute) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for AmlCompute.

func (AmlCompute) AsVirtualMachine 

func (ac AmlCompute) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for AmlCompute.

func (AmlCompute) MarshalJSON 

func (ac AmlCompute) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AmlCompute.

type AmlComputeNodeInformation 

type AmlComputeNodeInformation struct {
	// NodeID - READ-ONLY; ID of the compute node.
	NodeID *string `json:"nodeId,omitempty"`
	// PrivateIPAddress - READ-ONLY; Private IP address of the compute node.
	PrivateIPAddress *string `json:"privateIpAddress,omitempty"`
	// PublicIPAddress - READ-ONLY; Public IP address of the compute node.
	PublicIPAddress *string `json:"publicIpAddress,omitempty"`
	// Port - READ-ONLY; SSH port number of the node.
	Port *float64 `json:"port,omitempty"`
	// NodeState - READ-ONLY; State of the compute node. Values are idle, running, preparing, unusable, leaving and preempted. Possible values include: 'Idle', 'Running', 'Preparing', 'Unusable', 'Leaving', 'Preempted'
	NodeState NodeState `json:"nodeState,omitempty"`
	// RunID - READ-ONLY; ID of the Experiment running on the node, if any else null.
	RunID *string `json:"runId,omitempty"`
}

AmlComputeNodeInformation compute node information related to a AmlCompute.

type AmlComputeNodesInformation 

type AmlComputeNodesInformation struct {
	autorest.Response `json:"-"`
	// Nodes - READ-ONLY; The collection of returned AmlCompute nodes details.
	Nodes *[]AmlComputeNodeInformation `json:"nodes,omitempty"`
	// NextLink - READ-ONLY; The continuation token.
	NextLink *string `json:"nextLink,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation', 'ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute'
	ComputeType ComputeTypeBasicComputeNodesInformation `json:"computeType,omitempty"`
}

AmlComputeNodesInformation compute node information related to a AmlCompute.

func (AmlComputeNodesInformation) AsAmlComputeNodesInformation 

func (acni AmlComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool)

AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.

func (AmlComputeNodesInformation) AsBasicComputeNodesInformation 

func (acni AmlComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool)

AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.

func (AmlComputeNodesInformation) AsComputeNodesInformation 

func (acni AmlComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool)

AsComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.

func (AmlComputeNodesInformation) MarshalJSON 

func (acni AmlComputeNodesInformation) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AmlComputeNodesInformation.

type AmlComputeProperties 

type AmlComputeProperties struct {
	// VMSize - Virtual Machine Size
	VMSize *string `json:"vmSize,omitempty"`
	// VMPriority - Virtual Machine priority. Possible values include: 'Dedicated', 'LowPriority'
	VMPriority VMPriority `json:"vmPriority,omitempty"`
	// ScaleSettings - Scale settings for AML Compute
	ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
	// UserAccountCredentials - Credentials for an administrator user account that will be created on each compute node.
	UserAccountCredentials *UserAccountCredentials `json:"userAccountCredentials,omitempty"`
	// Subnet - Virtual network subnet resource ID the compute nodes belong to.
	Subnet *ResourceID `json:"subnet,omitempty"`
	// RemoteLoginPortPublicAccess - State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on all nodes of the cluster. Enabled - Indicates that the public ssh port is open on all nodes of the cluster. NotSpecified - Indicates that the public ssh port is closed on all nodes of the cluster if VNet is defined, else is open all public nodes. It can be default only during cluster creation time, after creation it will be either enabled or disabled. Possible values include: 'RemoteLoginPortPublicAccessEnabled', 'RemoteLoginPortPublicAccessDisabled', 'RemoteLoginPortPublicAccessNotSpecified'
	RemoteLoginPortPublicAccess RemoteLoginPortPublicAccess `json:"remoteLoginPortPublicAccess,omitempty"`
	// AllocationState - READ-ONLY; Allocation state of the compute. Possible values are: steady - Indicates that the compute is not resizing. There are no changes to the number of compute nodes in the compute in progress. A compute enters this state when it is created and when no operations are being performed on the compute to change the number of compute nodes. resizing - Indicates that the compute is resizing; that is, compute nodes are being added to or removed from the compute. Possible values include: 'Steady', 'Resizing'
	AllocationState AllocationState `json:"allocationState,omitempty"`
	// AllocationStateTransitionTime - READ-ONLY; The time at which the compute entered its current allocation state.
	AllocationStateTransitionTime *date.Time `json:"allocationStateTransitionTime,omitempty"`
	// Errors - READ-ONLY; Collection of errors encountered by various compute nodes during node setup.
	Errors *[]Error `json:"errors,omitempty"`
	// CurrentNodeCount - READ-ONLY; The number of compute nodes currently assigned to the compute.
	CurrentNodeCount *int32 `json:"currentNodeCount,omitempty"`
	// TargetNodeCount - READ-ONLY; The target number of compute nodes for the compute. If the allocationState is resizing, this property denotes the target node count for the ongoing resize operation. If the allocationState is steady, this property denotes the target node count for the previous resize operation.
	TargetNodeCount *int32 `json:"targetNodeCount,omitempty"`
	// NodeStateCounts - READ-ONLY; Counts of various node states on the compute.
	NodeStateCounts *NodeStateCounts `json:"nodeStateCounts,omitempty"`
}

AmlComputeProperties AML Compute properties

func (AmlComputeProperties) MarshalJSON 

func (ac AmlComputeProperties) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AmlComputeProperties.

type AmlUserFeature 

type AmlUserFeature struct {
	// ID - Specifies the feature ID
	ID *string `json:"id,omitempty"`
	// DisplayName - Specifies the feature name
	DisplayName *string `json:"displayName,omitempty"`
	// Description - Describes the feature for user experience
	Description *string `json:"description,omitempty"`
}

AmlUserFeature features enabled for a workspace

type BaseClient 

type BaseClient struct {
	autorest.Client
	BaseURI        string
	SubscriptionID string
}

BaseClient is the base client for Machinelearningservices.

func New 

func New(subscriptionID string) BaseClient

New creates an instance of the BaseClient client.

func NewWithBaseURI 

func NewWithBaseURI(baseURI string, subscriptionID string) BaseClient

NewWithBaseURI creates an instance of the BaseClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (BaseClient) ListSkus 

func (client BaseClient) ListSkus(ctx context.Context) (result SkuListResultPage, err error)

ListSkus lists all skus with associated features

func (BaseClient) ListSkusComplete 

func (client BaseClient) ListSkusComplete(ctx context.Context) (result SkuListResultIterator, err error)

ListSkusComplete enumerates all values, automatically crossing page boundaries as required.

func (BaseClient) ListSkusPreparer 

func (client BaseClient) ListSkusPreparer(ctx context.Context) (*http.Request, error)

ListSkusPreparer prepares the ListSkus request.

func (BaseClient) ListSkusResponder 

func (client BaseClient) ListSkusResponder(resp *http.Response) (result SkuListResult, err error)

ListSkusResponder handles the response to the ListSkus request. The method always closes the http.Response Body.

func (BaseClient) ListSkusSender 

func (client BaseClient) ListSkusSender(req *http.Request) (*http.Response, error)

ListSkusSender sends the ListSkus request. The method will close the http.Response Body if it receives an error.

type BasicCompute 

type BasicCompute interface {
	AsAKS() (*AKS, bool)
	AsAmlCompute() (*AmlCompute, bool)
	AsVirtualMachine() (*VirtualMachine, bool)
	AsHDInsight() (*HDInsight, bool)
	AsDataFactory() (*DataFactory, bool)
	AsDatabricks() (*Databricks, bool)
	AsDataLakeAnalytics() (*DataLakeAnalytics, bool)
	AsCompute() (*Compute, bool)
}

BasicCompute machine Learning compute object.

type BasicComputeNodesInformation 

type BasicComputeNodesInformation interface {
	AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool)
	AsComputeNodesInformation() (*ComputeNodesInformation, bool)
}

BasicComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for every type of compute.

type BasicComputeSecrets 

type BasicComputeSecrets interface {
	AsAksComputeSecrets() (*AksComputeSecrets, bool)
	AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)
	AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)
	AsComputeSecrets() (*ComputeSecrets, bool)
}

BasicComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.

type ClusterUpdateParameters 

type ClusterUpdateParameters struct {
	// ClusterUpdateProperties - The properties of the amlCompute.
	*ClusterUpdateProperties `json:"properties,omitempty"`
}

ClusterUpdateParameters amlCompute update parameters.

func (ClusterUpdateParameters) MarshalJSON 

func (cup ClusterUpdateParameters) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ClusterUpdateParameters.

func (*ClusterUpdateParameters) UnmarshalJSON 

func (cup *ClusterUpdateParameters) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for ClusterUpdateParameters struct.

type ClusterUpdateProperties 

type ClusterUpdateProperties struct {
	// ScaleSettings - Desired scale settings for the amlCompute.
	ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
}

ClusterUpdateProperties the properties of a amlCompute that need to be updated.

type Compute 

type Compute struct {
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

Compute machine Learning compute object.

func (Compute) AsAKS 

func (c Compute) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for Compute.

func (Compute) AsAmlCompute 

func (c Compute) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for Compute.

func (Compute) AsBasicCompute 

func (c Compute) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for Compute.

func (Compute) AsCompute 

func (c Compute) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for Compute.

func (Compute) AsDataFactory 

func (c Compute) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for Compute.

func (Compute) AsDataLakeAnalytics 

func (c Compute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for Compute.

func (Compute) AsDatabricks 

func (c Compute) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for Compute.

func (Compute) AsHDInsight 

func (c Compute) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for Compute.

func (Compute) AsVirtualMachine 

func (c Compute) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for Compute.

func (Compute) MarshalJSON 

func (c Compute) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Compute.

type ComputeNodesInformation 

type ComputeNodesInformation struct {
	// NextLink - READ-ONLY; The continuation token.
	NextLink *string `json:"nextLink,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation', 'ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute'
	ComputeType ComputeTypeBasicComputeNodesInformation `json:"computeType,omitempty"`
}

ComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for every type of compute.

func (ComputeNodesInformation) AsAmlComputeNodesInformation 

func (cni ComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool)

AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.

func (ComputeNodesInformation) AsBasicComputeNodesInformation 

func (cni ComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool)

AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.

func (ComputeNodesInformation) AsComputeNodesInformation 

func (cni ComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool)

AsComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.

func (ComputeNodesInformation) MarshalJSON 

func (cni ComputeNodesInformation) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeNodesInformation.

type ComputeResource 

type ComputeResource struct {
	autorest.Response `json:"-"`
	// Properties - Compute properties
	Properties BasicCompute `json:"properties,omitempty"`
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Name - READ-ONLY; Specifies the name of the resource.
	Name *string `json:"name,omitempty"`
	// Identity - The identity of the resource.
	Identity *Identity `json:"identity,omitempty"`
	// Location - Specifies the location of the resource.
	Location *string `json:"location,omitempty"`
	// Type - READ-ONLY; Specifies the type of the resource.
	Type *string `json:"type,omitempty"`
	// Tags - Contains resource tags defined as key/value pairs.
	Tags map[string]*string `json:"tags"`
	// Sku - The sku of the workspace.
	Sku *Sku `json:"sku,omitempty"`
}

ComputeResource machine Learning compute object wrapped into ARM resource envelope.

func (ComputeResource) MarshalJSON 

func (cr ComputeResource) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeResource.

func (*ComputeResource) UnmarshalJSON 

func (cr *ComputeResource) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for ComputeResource struct.

type ComputeSecrets 

type ComputeSecrets struct {
	autorest.Response `json:"-"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
	ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
}

ComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.

func (ComputeSecrets) AsAksComputeSecrets 

func (cs ComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool)

AsAksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.

func (ComputeSecrets) AsBasicComputeSecrets 

func (cs ComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool)

AsBasicComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.

func (ComputeSecrets) AsComputeSecrets 

func (cs ComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool)

AsComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.

func (ComputeSecrets) AsDatabricksComputeSecrets 

func (cs ComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)

AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.

func (ComputeSecrets) AsVirtualMachineSecrets 

func (cs ComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)

AsVirtualMachineSecrets is the BasicComputeSecrets implementation for ComputeSecrets.

func (ComputeSecrets) MarshalJSON 

func (cs ComputeSecrets) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeSecrets.

type ComputeSecretsModel 

type ComputeSecretsModel struct {
	autorest.Response `json:"-"`
	Value             BasicComputeSecrets `json:"value,omitempty"`
}

ComputeSecretsModel ...

func (*ComputeSecretsModel) UnmarshalJSON 

func (csm *ComputeSecretsModel) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for ComputeSecretsModel struct.

type ComputeType 

type ComputeType string

ComputeType enumerates the values for compute type. 

const (
	// ComputeTypeAKS ...
	ComputeTypeAKS ComputeType = "AKS"
	// ComputeTypeAmlCompute ...
	ComputeTypeAmlCompute ComputeType = "AmlCompute"
	// ComputeTypeDatabricks ...
	ComputeTypeDatabricks ComputeType = "Databricks"
	// ComputeTypeDataFactory ...
	ComputeTypeDataFactory ComputeType = "DataFactory"
	// ComputeTypeDataLakeAnalytics ...
	ComputeTypeDataLakeAnalytics ComputeType = "DataLakeAnalytics"
	// ComputeTypeHDInsight ...
	ComputeTypeHDInsight ComputeType = "HDInsight"
	// ComputeTypeVirtualMachine ...
	ComputeTypeVirtualMachine ComputeType = "VirtualMachine"
)

func PossibleComputeTypeValues 

func PossibleComputeTypeValues() []ComputeType

PossibleComputeTypeValues returns an array of possible values for the ComputeType const type.

type ComputeTypeBasicCompute 

type ComputeTypeBasicCompute string

ComputeTypeBasicCompute enumerates the values for compute type basic compute. 

const (
	// ComputeTypeAKS1 ...
	ComputeTypeAKS1 ComputeTypeBasicCompute = "AKS"
	// ComputeTypeAmlCompute1 ...
	ComputeTypeAmlCompute1 ComputeTypeBasicCompute = "AmlCompute"
	// ComputeTypeCompute ...
	ComputeTypeCompute ComputeTypeBasicCompute = "Compute"
	// ComputeTypeDatabricks1 ...
	ComputeTypeDatabricks1 ComputeTypeBasicCompute = "Databricks"
	// ComputeTypeDataFactory1 ...
	ComputeTypeDataFactory1 ComputeTypeBasicCompute = "DataFactory"
	// ComputeTypeDataLakeAnalytics1 ...
	ComputeTypeDataLakeAnalytics1 ComputeTypeBasicCompute = "DataLakeAnalytics"
	// ComputeTypeHDInsight1 ...
	ComputeTypeHDInsight1 ComputeTypeBasicCompute = "HDInsight"
	// ComputeTypeVirtualMachine1 ...
	ComputeTypeVirtualMachine1 ComputeTypeBasicCompute = "VirtualMachine"
)

func PossibleComputeTypeBasicComputeValues 

func PossibleComputeTypeBasicComputeValues() []ComputeTypeBasicCompute

PossibleComputeTypeBasicComputeValues returns an array of possible values for the ComputeTypeBasicCompute const type.

type ComputeTypeBasicComputeNodesInformation 

type ComputeTypeBasicComputeNodesInformation string

ComputeTypeBasicComputeNodesInformation enumerates the values for compute type basic compute nodes information. 

const (
	// ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute ...
	ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute ComputeTypeBasicComputeNodesInformation = "AmlCompute"
	// ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation ...
	ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation ComputeTypeBasicComputeNodesInformation = "ComputeNodesInformation"
)

func PossibleComputeTypeBasicComputeNodesInformationValues 

func PossibleComputeTypeBasicComputeNodesInformationValues() []ComputeTypeBasicComputeNodesInformation

PossibleComputeTypeBasicComputeNodesInformationValues returns an array of possible values for the ComputeTypeBasicComputeNodesInformation const type.

type ComputeTypeBasicComputeSecrets 

type ComputeTypeBasicComputeSecrets string

ComputeTypeBasicComputeSecrets enumerates the values for compute type basic compute secrets. 

const (
	// ComputeTypeBasicComputeSecretsComputeTypeAKS ...
	ComputeTypeBasicComputeSecretsComputeTypeAKS ComputeTypeBasicComputeSecrets = "AKS"
	// ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets ...
	ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets ComputeTypeBasicComputeSecrets = "ComputeSecrets"
	// ComputeTypeBasicComputeSecretsComputeTypeDatabricks ...
	ComputeTypeBasicComputeSecretsComputeTypeDatabricks ComputeTypeBasicComputeSecrets = "Databricks"
	// ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine ...
	ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine ComputeTypeBasicComputeSecrets = "VirtualMachine"
)

func PossibleComputeTypeBasicComputeSecretsValues 

func PossibleComputeTypeBasicComputeSecretsValues() []ComputeTypeBasicComputeSecrets

PossibleComputeTypeBasicComputeSecretsValues returns an array of possible values for the ComputeTypeBasicComputeSecrets const type.

type DataFactory 

type DataFactory struct {
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

DataFactory a DataFactory compute.

func (DataFactory) AsAKS 

func (df DataFactory) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for DataFactory.

func (DataFactory) AsAmlCompute 

func (df DataFactory) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for DataFactory.

func (DataFactory) AsBasicCompute 

func (df DataFactory) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for DataFactory.

func (DataFactory) AsCompute 

func (df DataFactory) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for DataFactory.

func (DataFactory) AsDataFactory 

func (df DataFactory) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for DataFactory.

func (DataFactory) AsDataLakeAnalytics 

func (df DataFactory) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for DataFactory.

func (DataFactory) AsDatabricks 

func (df DataFactory) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for DataFactory.

func (DataFactory) AsHDInsight 

func (df DataFactory) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for DataFactory.

func (DataFactory) AsVirtualMachine 

func (df DataFactory) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for DataFactory.

func (DataFactory) MarshalJSON 

func (df DataFactory) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for DataFactory.

type DataLakeAnalytics 

type DataLakeAnalytics struct {
	Properties *DataLakeAnalyticsProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

DataLakeAnalytics a DataLakeAnalytics compute.

func (DataLakeAnalytics) AsAKS 

func (dla DataLakeAnalytics) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsAmlCompute 

func (dla DataLakeAnalytics) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsBasicCompute 

func (dla DataLakeAnalytics) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsCompute 

func (dla DataLakeAnalytics) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsDataFactory 

func (dla DataLakeAnalytics) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsDataLakeAnalytics 

func (dla DataLakeAnalytics) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsDatabricks 

func (dla DataLakeAnalytics) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsHDInsight 

func (dla DataLakeAnalytics) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) AsVirtualMachine 

func (dla DataLakeAnalytics) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for DataLakeAnalytics.

func (DataLakeAnalytics) MarshalJSON 

func (dla DataLakeAnalytics) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for DataLakeAnalytics.

type DataLakeAnalyticsProperties 

type DataLakeAnalyticsProperties struct {
	// DataLakeStoreAccountName - DataLake Store Account Name
	DataLakeStoreAccountName *string `json:"dataLakeStoreAccountName,omitempty"`
}

DataLakeAnalyticsProperties ...

type Databricks 

type Databricks struct {
	Properties *DatabricksProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

Databricks a DataFactory compute.

func (Databricks) AsAKS 

func (d Databricks) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for Databricks.

func (Databricks) AsAmlCompute 

func (d Databricks) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for Databricks.

func (Databricks) AsBasicCompute 

func (d Databricks) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for Databricks.

func (Databricks) AsCompute 

func (d Databricks) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for Databricks.

func (Databricks) AsDataFactory 

func (d Databricks) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for Databricks.

func (Databricks) AsDataLakeAnalytics 

func (d Databricks) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for Databricks.

func (Databricks) AsDatabricks 

func (d Databricks) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for Databricks.

func (Databricks) AsHDInsight 

func (d Databricks) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for Databricks.

func (Databricks) AsVirtualMachine 

func (d Databricks) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for Databricks.

func (Databricks) MarshalJSON 

func (d Databricks) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Databricks.

type DatabricksComputeSecrets 

type DatabricksComputeSecrets struct {
	// DatabricksAccessToken - access token for databricks account.
	DatabricksAccessToken *string `json:"databricksAccessToken,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
	ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
}

DatabricksComputeSecrets secrets related to a Machine Learning compute based on Databricks.

func (DatabricksComputeSecrets) AsAksComputeSecrets 

func (dcs DatabricksComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool)

AsAksComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.

func (DatabricksComputeSecrets) AsBasicComputeSecrets 

func (dcs DatabricksComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool)

AsBasicComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.

func (DatabricksComputeSecrets) AsComputeSecrets 

func (dcs DatabricksComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool)

AsComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.

func (DatabricksComputeSecrets) AsDatabricksComputeSecrets 

func (dcs DatabricksComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)

AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.

func (DatabricksComputeSecrets) AsVirtualMachineSecrets 

func (dcs DatabricksComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)

AsVirtualMachineSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.

func (DatabricksComputeSecrets) MarshalJSON 

func (dcs DatabricksComputeSecrets) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for DatabricksComputeSecrets.

type DatabricksProperties 

type DatabricksProperties struct {
	// DatabricksAccessToken - Databricks access token
	DatabricksAccessToken *string `json:"databricksAccessToken,omitempty"`
}

DatabricksProperties ...

type Error 

type Error struct {
	// Error - READ-ONLY; The error response.
	Error *ErrorResponse `json:"error,omitempty"`
}

Error wrapper for error response to follow ARM guidelines.

type ErrorDetail 

type ErrorDetail struct {
	// Code - Error code.
	Code *string `json:"code,omitempty"`
	// Message - Error message.
	Message *string `json:"message,omitempty"`
}

ErrorDetail error detail information.

type ErrorResponse 

type ErrorResponse struct {
	// Code - READ-ONLY; Error code.
	Code *string `json:"code,omitempty"`
	// Message - READ-ONLY; Error message.
	Message *string `json:"message,omitempty"`
	// Details - READ-ONLY; An array of error detail objects.
	Details *[]ErrorDetail `json:"details,omitempty"`
}

ErrorResponse error response information.

type HDInsight 

type HDInsight struct {
	Properties *HDInsightProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

HDInsight a HDInsight compute.

func (HDInsight) AsAKS 

func (hi HDInsight) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for HDInsight.

func (HDInsight) AsAmlCompute 

func (hi HDInsight) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for HDInsight.

func (HDInsight) AsBasicCompute 

func (hi HDInsight) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for HDInsight.

func (HDInsight) AsCompute 

func (hi HDInsight) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for HDInsight.

func (HDInsight) AsDataFactory 

func (hi HDInsight) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for HDInsight.

func (HDInsight) AsDataLakeAnalytics 

func (hi HDInsight) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for HDInsight.

func (HDInsight) AsDatabricks 

func (hi HDInsight) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for HDInsight.

func (HDInsight) AsHDInsight 

func (hi HDInsight) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for HDInsight.

func (HDInsight) AsVirtualMachine 

func (hi HDInsight) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for HDInsight.

func (HDInsight) MarshalJSON 

func (hi HDInsight) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for HDInsight.

type HDInsightProperties 

type HDInsightProperties struct {
	// SSHPort - Port open for ssh connections on the master node of the cluster.
	SSHPort *int32 `json:"sshPort,omitempty"`
	// Address - Public IP address of the master node of the cluster.
	Address *string `json:"address,omitempty"`
	// AdministratorAccount - Admin credentials for master node of the cluster
	AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
}

HDInsightProperties ...

type Identity 

type Identity struct {
	// PrincipalID - READ-ONLY; The principal ID of resource identity.
	PrincipalID *string `json:"principalId,omitempty"`
	// TenantID - READ-ONLY; The tenant ID of resource.
	TenantID *string `json:"tenantId,omitempty"`
	// Type - The identity type. Possible values include: 'SystemAssigned'
	Type ResourceIdentityType `json:"type,omitempty"`
}

Identity identity for the resource.

func (Identity) MarshalJSON 

func (i Identity) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Identity.

type ListAmlUserFeatureResult 

type ListAmlUserFeatureResult struct {
	autorest.Response `json:"-"`
	// Value - READ-ONLY; The list of AML user facing features.
	Value *[]AmlUserFeature `json:"value,omitempty"`
	// NextLink - READ-ONLY; The URI to fetch the next page of AML user features information. Call ListNext() with this to fetch the next page of AML user features information.
	NextLink *string `json:"nextLink,omitempty"`
}

ListAmlUserFeatureResult the List Aml user feature operation response.

func (ListAmlUserFeatureResult) IsEmpty 

func (laufr ListAmlUserFeatureResult) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type ListAmlUserFeatureResultIterator 

type ListAmlUserFeatureResultIterator struct {
	// contains filtered or unexported fields
}

ListAmlUserFeatureResultIterator provides access to a complete listing of AmlUserFeature values.

func NewListAmlUserFeatureResultIterator 

func NewListAmlUserFeatureResultIterator(page ListAmlUserFeatureResultPage) ListAmlUserFeatureResultIterator

Creates a new instance of the ListAmlUserFeatureResultIterator type.

func (*ListAmlUserFeatureResultIterator) Next 

func (iter *ListAmlUserFeatureResultIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListAmlUserFeatureResultIterator) NextWithContext 

func (iter *ListAmlUserFeatureResultIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (ListAmlUserFeatureResultIterator) NotDone 

func (iter ListAmlUserFeatureResultIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (ListAmlUserFeatureResultIterator) Response 

func (iter ListAmlUserFeatureResultIterator) Response() ListAmlUserFeatureResult

Response returns the raw server response from the last page request.

func (ListAmlUserFeatureResultIterator) Value 

func (iter ListAmlUserFeatureResultIterator) Value() AmlUserFeature

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type ListAmlUserFeatureResultPage 

type ListAmlUserFeatureResultPage struct {
	// contains filtered or unexported fields
}

ListAmlUserFeatureResultPage contains a page of AmlUserFeature values.

func NewListAmlUserFeatureResultPage 

func NewListAmlUserFeatureResultPage(cur ListAmlUserFeatureResult, getNextPage func(context.Context, ListAmlUserFeatureResult) (ListAmlUserFeatureResult, error)) ListAmlUserFeatureResultPage

Creates a new instance of the ListAmlUserFeatureResultPage type.

func (*ListAmlUserFeatureResultPage) Next 

func (page *ListAmlUserFeatureResultPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListAmlUserFeatureResultPage) NextWithContext 

func (page *ListAmlUserFeatureResultPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (ListAmlUserFeatureResultPage) NotDone 

func (page ListAmlUserFeatureResultPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (ListAmlUserFeatureResultPage) Response 

func (page ListAmlUserFeatureResultPage) Response() ListAmlUserFeatureResult

Response returns the raw server response from the last page request.

func (ListAmlUserFeatureResultPage) Values 

func (page ListAmlUserFeatureResultPage) Values() []AmlUserFeature

Values returns the slice of values for the current page or nil if there are no values.

type ListUsagesResult 

type ListUsagesResult struct {
	autorest.Response `json:"-"`
	// Value - READ-ONLY; The list of AML resource usages.
	Value *[]Usage `json:"value,omitempty"`
	// NextLink - READ-ONLY; The URI to fetch the next page of AML resource usage information. Call ListNext() with this to fetch the next page of AML resource usage information.
	NextLink *string `json:"nextLink,omitempty"`
}

ListUsagesResult the List Usages operation response.

func (ListUsagesResult) IsEmpty 

func (lur ListUsagesResult) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type ListUsagesResultIterator 

type ListUsagesResultIterator struct {
	// contains filtered or unexported fields
}

ListUsagesResultIterator provides access to a complete listing of Usage values.

func NewListUsagesResultIterator 

func NewListUsagesResultIterator(page ListUsagesResultPage) ListUsagesResultIterator

Creates a new instance of the ListUsagesResultIterator type.

func (*ListUsagesResultIterator) Next 

func (iter *ListUsagesResultIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListUsagesResultIterator) NextWithContext 

func (iter *ListUsagesResultIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (ListUsagesResultIterator) NotDone 

func (iter ListUsagesResultIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (ListUsagesResultIterator) Response 

func (iter ListUsagesResultIterator) Response() ListUsagesResult

Response returns the raw server response from the last page request.

func (ListUsagesResultIterator) Value 

func (iter ListUsagesResultIterator) Value() Usage

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type ListUsagesResultPage 

type ListUsagesResultPage struct {
	// contains filtered or unexported fields
}

ListUsagesResultPage contains a page of Usage values.

func NewListUsagesResultPage 

func NewListUsagesResultPage(cur ListUsagesResult, getNextPage func(context.Context, ListUsagesResult) (ListUsagesResult, error)) ListUsagesResultPage

Creates a new instance of the ListUsagesResultPage type.

func (*ListUsagesResultPage) Next 

func (page *ListUsagesResultPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListUsagesResultPage) NextWithContext 

func (page *ListUsagesResultPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (ListUsagesResultPage) NotDone 

func (page ListUsagesResultPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (ListUsagesResultPage) Response 

func (page ListUsagesResultPage) Response() ListUsagesResult

Response returns the raw server response from the last page request.

func (ListUsagesResultPage) Values 

func (page ListUsagesResultPage) Values() []Usage

Values returns the slice of values for the current page or nil if there are no values.

type ListWorkspaceKeysResult 

type ListWorkspaceKeysResult struct {
	autorest.Response `json:"-"`
	// UserStorageKey - READ-ONLY
	UserStorageKey *string `json:"userStorageKey,omitempty"`
	// UserStorageResourceID - READ-ONLY
	UserStorageResourceID *string `json:"userStorageResourceId,omitempty"`
	// AppInsightsInstrumentationKey - READ-ONLY
	AppInsightsInstrumentationKey *string `json:"appInsightsInstrumentationKey,omitempty"`
	// ContainerRegistryCredentials - READ-ONLY
	ContainerRegistryCredentials *RegistryListCredentialsResult `json:"containerRegistryCredentials,omitempty"`
}

ListWorkspaceKeysResult ...

type ListWorkspaceQuotas 

type ListWorkspaceQuotas struct {
	autorest.Response `json:"-"`
	// Value - READ-ONLY; The list of Workspace Quotas by VM Family
	Value *[]ResourceQuota `json:"value,omitempty"`
	// NextLink - READ-ONLY; The URI to fetch the next page of workspace quota information by VM Family. Call ListNext() with this to fetch the next page of Workspace Quota information.
	NextLink *string `json:"nextLink,omitempty"`
}

ListWorkspaceQuotas the List WorkspaceQuotasByVMFamily operation response.

func (ListWorkspaceQuotas) IsEmpty 

func (lwq ListWorkspaceQuotas) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type ListWorkspaceQuotasIterator 

type ListWorkspaceQuotasIterator struct {
	// contains filtered or unexported fields
}

ListWorkspaceQuotasIterator provides access to a complete listing of ResourceQuota values.

func NewListWorkspaceQuotasIterator 

func NewListWorkspaceQuotasIterator(page ListWorkspaceQuotasPage) ListWorkspaceQuotasIterator

Creates a new instance of the ListWorkspaceQuotasIterator type.

func (*ListWorkspaceQuotasIterator) Next 

func (iter *ListWorkspaceQuotasIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListWorkspaceQuotasIterator) NextWithContext 

func (iter *ListWorkspaceQuotasIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (ListWorkspaceQuotasIterator) NotDone 

func (iter ListWorkspaceQuotasIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (ListWorkspaceQuotasIterator) Response 

func (iter ListWorkspaceQuotasIterator) Response() ListWorkspaceQuotas

Response returns the raw server response from the last page request.

func (ListWorkspaceQuotasIterator) Value 

func (iter ListWorkspaceQuotasIterator) Value() ResourceQuota

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type ListWorkspaceQuotasPage 

type ListWorkspaceQuotasPage struct {
	// contains filtered or unexported fields
}

ListWorkspaceQuotasPage contains a page of ResourceQuota values.

func NewListWorkspaceQuotasPage 

func NewListWorkspaceQuotasPage(cur ListWorkspaceQuotas, getNextPage func(context.Context, ListWorkspaceQuotas) (ListWorkspaceQuotas, error)) ListWorkspaceQuotasPage

Creates a new instance of the ListWorkspaceQuotasPage type.

func (*ListWorkspaceQuotasPage) Next 

func (page *ListWorkspaceQuotasPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*ListWorkspaceQuotasPage) NextWithContext 

func (page *ListWorkspaceQuotasPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (ListWorkspaceQuotasPage) NotDone 

func (page ListWorkspaceQuotasPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (ListWorkspaceQuotasPage) Response 

func (page ListWorkspaceQuotasPage) Response() ListWorkspaceQuotas

Response returns the raw server response from the last page request.

func (ListWorkspaceQuotasPage) Values 

func (page ListWorkspaceQuotasPage) Values() []ResourceQuota

Values returns the slice of values for the current page or nil if there are no values.

type MachineLearningComputeClient 

type MachineLearningComputeClient struct {
	BaseClient
}

MachineLearningComputeClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewMachineLearningComputeClient 

func NewMachineLearningComputeClient(subscriptionID string) MachineLearningComputeClient

NewMachineLearningComputeClient creates an instance of the MachineLearningComputeClient client.

func NewMachineLearningComputeClientWithBaseURI 

func NewMachineLearningComputeClientWithBaseURI(baseURI string, subscriptionID string) MachineLearningComputeClient

NewMachineLearningComputeClientWithBaseURI creates an instance of the MachineLearningComputeClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (MachineLearningComputeClient) CreateOrUpdate 

func (client MachineLearningComputeClient) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ComputeResource) (result MachineLearningComputeCreateOrUpdateFuture, err error)

CreateOrUpdate creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute. parameters - payload with Machine Learning compute definition.

func (MachineLearningComputeClient) CreateOrUpdatePreparer 

func (client MachineLearningComputeClient) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ComputeResource) (*http.Request, error)

CreateOrUpdatePreparer prepares the CreateOrUpdate request.

func (MachineLearningComputeClient) CreateOrUpdateResponder 

func (client MachineLearningComputeClient) CreateOrUpdateResponder(resp *http.Response) (result ComputeResource, err error)

CreateOrUpdateResponder handles the response to the CreateOrUpdate request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) CreateOrUpdateSender 

func (client MachineLearningComputeClient) CreateOrUpdateSender(req *http.Request) (future MachineLearningComputeCreateOrUpdateFuture, err error)

CreateOrUpdateSender sends the CreateOrUpdate request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) Delete 

func (client MachineLearningComputeClient) Delete(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, underlyingResourceAction UnderlyingResourceAction) (result MachineLearningComputeDeleteFuture, err error)

Delete deletes specified Machine Learning compute. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute. underlyingResourceAction - delete the underlying compute if 'Delete', or detach the underlying compute from workspace if 'Detach'.

func (MachineLearningComputeClient) DeletePreparer 

func (client MachineLearningComputeClient) DeletePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, underlyingResourceAction UnderlyingResourceAction) (*http.Request, error)

DeletePreparer prepares the Delete request.

func (MachineLearningComputeClient) DeleteResponder 

func (client MachineLearningComputeClient) DeleteResponder(resp *http.Response) (result autorest.Response, err error)

DeleteResponder handles the response to the Delete request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) DeleteSender 

func (client MachineLearningComputeClient) DeleteSender(req *http.Request) (future MachineLearningComputeDeleteFuture, err error)

DeleteSender sends the Delete request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) Get 

func (client MachineLearningComputeClient) Get(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result ComputeResource, err error)

Get gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute.

func (MachineLearningComputeClient) GetPreparer 

func (client MachineLearningComputeClient) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error)

GetPreparer prepares the Get request.

func (MachineLearningComputeClient) GetResponder 

func (client MachineLearningComputeClient) GetResponder(resp *http.Response) (result ComputeResource, err error)

GetResponder handles the response to the Get request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) GetSender 

func (client MachineLearningComputeClient) GetSender(req *http.Request) (*http.Response, error)

GetSender sends the Get request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) ListByWorkspace 

func (client MachineLearningComputeClient) ListByWorkspace(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (result PaginatedComputeResourcesListPage, err error)

ListByWorkspace gets computes in specified workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. skiptoken - continuation token for pagination.

func (MachineLearningComputeClient) ListByWorkspaceComplete 

func (client MachineLearningComputeClient) ListByWorkspaceComplete(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (result PaginatedComputeResourcesListIterator, err error)

ListByWorkspaceComplete enumerates all values, automatically crossing page boundaries as required.

func (MachineLearningComputeClient) ListByWorkspacePreparer 

func (client MachineLearningComputeClient) ListByWorkspacePreparer(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (*http.Request, error)

ListByWorkspacePreparer prepares the ListByWorkspace request.

func (MachineLearningComputeClient) ListByWorkspaceResponder 

func (client MachineLearningComputeClient) ListByWorkspaceResponder(resp *http.Response) (result PaginatedComputeResourcesList, err error)

ListByWorkspaceResponder handles the response to the ListByWorkspace request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) ListByWorkspaceSender 

func (client MachineLearningComputeClient) ListByWorkspaceSender(req *http.Request) (*http.Response, error)

ListByWorkspaceSender sends the ListByWorkspace request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) ListKeys 

func (client MachineLearningComputeClient) ListKeys(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result ComputeSecretsModel, err error)

ListKeys gets secrets related to Machine Learning compute (storage keys, service credentials, etc). Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute.

func (MachineLearningComputeClient) ListKeysPreparer 

func (client MachineLearningComputeClient) ListKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error)

ListKeysPreparer prepares the ListKeys request.

func (MachineLearningComputeClient) ListKeysResponder 

func (client MachineLearningComputeClient) ListKeysResponder(resp *http.Response) (result ComputeSecretsModel, err error)

ListKeysResponder handles the response to the ListKeys request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) ListKeysSender 

func (client MachineLearningComputeClient) ListKeysSender(req *http.Request) (*http.Response, error)

ListKeysSender sends the ListKeys request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) ListNodes 

func (client MachineLearningComputeClient) ListNodes(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result AmlComputeNodesInformation, err error)

ListNodes get the details (e.g IP address, port etc) of all the compute nodes in the compute. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute.

func (MachineLearningComputeClient) ListNodesPreparer 

func (client MachineLearningComputeClient) ListNodesPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error)

ListNodesPreparer prepares the ListNodes request.

func (MachineLearningComputeClient) ListNodesResponder 

func (client MachineLearningComputeClient) ListNodesResponder(resp *http.Response) (result AmlComputeNodesInformation, err error)

ListNodesResponder handles the response to the ListNodes request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) ListNodesSender 

func (client MachineLearningComputeClient) ListNodesSender(req *http.Request) (*http.Response, error)

ListNodesSender sends the ListNodes request. The method will close the http.Response Body if it receives an error.

func (MachineLearningComputeClient) Update 

func (client MachineLearningComputeClient) Update(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ClusterUpdateParameters) (result MachineLearningComputeUpdateFuture, err error)

Update updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. computeName - name of the Azure Machine Learning compute. parameters - additional parameters for cluster update.

func (MachineLearningComputeClient) UpdatePreparer 

func (client MachineLearningComputeClient) UpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ClusterUpdateParameters) (*http.Request, error)

UpdatePreparer prepares the Update request.

func (MachineLearningComputeClient) UpdateResponder 

func (client MachineLearningComputeClient) UpdateResponder(resp *http.Response) (result ComputeResource, err error)

UpdateResponder handles the response to the Update request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) UpdateSender 

func (client MachineLearningComputeClient) UpdateSender(req *http.Request) (future MachineLearningComputeUpdateFuture, err error)

UpdateSender sends the Update request. The method will close the http.Response Body if it receives an error.

type MachineLearningComputeCreateOrUpdateFuture 

type MachineLearningComputeCreateOrUpdateFuture struct {
	azure.Future
}

MachineLearningComputeCreateOrUpdateFuture an abstraction for monitoring and retrieving the results of a long-running operation.

func (*MachineLearningComputeCreateOrUpdateFuture) Result 

func (future *MachineLearningComputeCreateOrUpdateFuture) Result(client MachineLearningComputeClient) (cr ComputeResource, err error)

Result returns the result of the asynchronous operation. If the operation has not completed it will return an error.

type MachineLearningComputeDeleteFuture 

type MachineLearningComputeDeleteFuture struct {
	azure.Future
}

MachineLearningComputeDeleteFuture an abstraction for monitoring and retrieving the results of a long-running operation.

func (*MachineLearningComputeDeleteFuture) Result 

func (future *MachineLearningComputeDeleteFuture) Result(client MachineLearningComputeClient) (ar autorest.Response, err error)

Result returns the result of the asynchronous operation. If the operation has not completed it will return an error.

type MachineLearningComputeUpdateFuture 

type MachineLearningComputeUpdateFuture struct {
	azure.Future
}

MachineLearningComputeUpdateFuture an abstraction for monitoring and retrieving the results of a long-running operation.

func (*MachineLearningComputeUpdateFuture) Result 

func (future *MachineLearningComputeUpdateFuture) Result(client MachineLearningComputeClient) (cr ComputeResource, err error)

Result returns the result of the asynchronous operation. If the operation has not completed it will return an error.

type NodeState 

type NodeState string

NodeState enumerates the values for node state. 

const (
	// Idle ...
	Idle NodeState = "idle"
	// Leaving ...
	Leaving NodeState = "leaving"
	// Preempted ...
	Preempted NodeState = "preempted"
	// Preparing ...
	Preparing NodeState = "preparing"
	// Running ...
	Running NodeState = "running"
	// Unusable ...
	Unusable NodeState = "unusable"
)

func PossibleNodeStateValues 

func PossibleNodeStateValues() []NodeState

PossibleNodeStateValues returns an array of possible values for the NodeState const type.

type NodeStateCounts 

type NodeStateCounts struct {
	// IdleNodeCount - READ-ONLY; Number of compute nodes in idle state.
	IdleNodeCount *int32 `json:"idleNodeCount,omitempty"`
	// RunningNodeCount - READ-ONLY; Number of compute nodes which are running jobs.
	RunningNodeCount *int32 `json:"runningNodeCount,omitempty"`
	// PreparingNodeCount - READ-ONLY; Number of compute nodes which are being prepared.
	PreparingNodeCount *int32 `json:"preparingNodeCount,omitempty"`
	// UnusableNodeCount - READ-ONLY; Number of compute nodes which are in unusable state.
	UnusableNodeCount *int32 `json:"unusableNodeCount,omitempty"`
	// LeavingNodeCount - READ-ONLY; Number of compute nodes which are leaving the amlCompute.
	LeavingNodeCount *int32 `json:"leavingNodeCount,omitempty"`
	// PreemptedNodeCount - READ-ONLY; Number of compute nodes which are in preempted state.
	PreemptedNodeCount *int32 `json:"preemptedNodeCount,omitempty"`
}

NodeStateCounts counts of various compute node states on the amlCompute.

type Operation 

type Operation struct {
	// Name - Operation name: {provider}/{resource}/{operation}
	Name *string `json:"name,omitempty"`
	// Display - Display name of operation
	Display *OperationDisplay `json:"display,omitempty"`
}

Operation azure Machine Learning workspace REST API operation

type OperationDisplay 

type OperationDisplay struct {
	// Provider - The resource provider name: Microsoft.MachineLearningExperimentation
	Provider *string `json:"provider,omitempty"`
	// Resource - The resource on which the operation is performed.
	Resource *string `json:"resource,omitempty"`
	// Operation - The operation that users can perform.
	Operation *string `json:"operation,omitempty"`
	// Description - The description for the operation.
	Description *string `json:"description,omitempty"`
}

OperationDisplay display name of operation

type OperationListResult 

type OperationListResult struct {
	autorest.Response `json:"-"`
	// Value - List of AML workspace operations supported by the AML workspace resource provider.
	Value *[]Operation `json:"value,omitempty"`
}

OperationListResult an array of operations supported by the resource provider.

type OperationsClient 

type OperationsClient struct {
	BaseClient
}

OperationsClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewOperationsClient 

func NewOperationsClient(subscriptionID string) OperationsClient

NewOperationsClient creates an instance of the OperationsClient client.

func NewOperationsClientWithBaseURI 

func NewOperationsClientWithBaseURI(baseURI string, subscriptionID string) OperationsClient

NewOperationsClientWithBaseURI creates an instance of the OperationsClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (OperationsClient) List 

func (client OperationsClient) List(ctx context.Context) (result OperationListResult, err error)

List lists all of the available Azure Machine Learning Workspaces REST API operations.

func (OperationsClient) ListPreparer 

func (client OperationsClient) ListPreparer(ctx context.Context) (*http.Request, error)

ListPreparer prepares the List request.

func (OperationsClient) ListResponder 

func (client OperationsClient) ListResponder(resp *http.Response) (result OperationListResult, err error)

ListResponder handles the response to the List request. The method always closes the http.Response Body.

func (OperationsClient) ListSender 

func (client OperationsClient) ListSender(req *http.Request) (*http.Response, error)

ListSender sends the List request. The method will close the http.Response Body if it receives an error.

type PaginatedComputeResourcesList 

type PaginatedComputeResourcesList struct {
	autorest.Response `json:"-"`
	// Value - An array of Machine Learning compute objects wrapped in ARM resource envelope.
	Value *[]ComputeResource `json:"value,omitempty"`
	// NextLink - A continuation link (absolute URI) to the next page of results in the list.
	NextLink *string `json:"nextLink,omitempty"`
}

PaginatedComputeResourcesList paginated list of Machine Learning compute objects wrapped in ARM resource envelope.

func (PaginatedComputeResourcesList) IsEmpty 

func (pcrl PaginatedComputeResourcesList) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type PaginatedComputeResourcesListIterator 

type PaginatedComputeResourcesListIterator struct {
	// contains filtered or unexported fields
}

PaginatedComputeResourcesListIterator provides access to a complete listing of ComputeResource values.

func NewPaginatedComputeResourcesListIterator 

func NewPaginatedComputeResourcesListIterator(page PaginatedComputeResourcesListPage) PaginatedComputeResourcesListIterator

Creates a new instance of the PaginatedComputeResourcesListIterator type.

func (*PaginatedComputeResourcesListIterator) Next 

func (iter *PaginatedComputeResourcesListIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*PaginatedComputeResourcesListIterator) NextWithContext 

func (iter *PaginatedComputeResourcesListIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (PaginatedComputeResourcesListIterator) NotDone 

func (iter PaginatedComputeResourcesListIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (PaginatedComputeResourcesListIterator) Response 

func (iter PaginatedComputeResourcesListIterator) Response() PaginatedComputeResourcesList

Response returns the raw server response from the last page request.

func (PaginatedComputeResourcesListIterator) Value 

func (iter PaginatedComputeResourcesListIterator) Value() ComputeResource

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type PaginatedComputeResourcesListPage 

type PaginatedComputeResourcesListPage struct {
	// contains filtered or unexported fields
}

PaginatedComputeResourcesListPage contains a page of ComputeResource values.

func NewPaginatedComputeResourcesListPage 

func NewPaginatedComputeResourcesListPage(cur PaginatedComputeResourcesList, getNextPage func(context.Context, PaginatedComputeResourcesList) (PaginatedComputeResourcesList, error)) PaginatedComputeResourcesListPage

Creates a new instance of the PaginatedComputeResourcesListPage type.

func (*PaginatedComputeResourcesListPage) Next 

func (page *PaginatedComputeResourcesListPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*PaginatedComputeResourcesListPage) NextWithContext 

func (page *PaginatedComputeResourcesListPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (PaginatedComputeResourcesListPage) NotDone 

func (page PaginatedComputeResourcesListPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (PaginatedComputeResourcesListPage) Response 

func (page PaginatedComputeResourcesListPage) Response() PaginatedComputeResourcesList

Response returns the raw server response from the last page request.

func (PaginatedComputeResourcesListPage) Values 

func (page PaginatedComputeResourcesListPage) Values() []ComputeResource

Values returns the slice of values for the current page or nil if there are no values.

type Password 

type Password struct {
	// Name - READ-ONLY
	Name *string `json:"name,omitempty"`
	// Value - READ-ONLY
	Value *string `json:"value,omitempty"`
}

Password ...

type ProvisioningState 

type ProvisioningState string

ProvisioningState enumerates the values for provisioning state. 

const (
	// Canceled ...
	Canceled ProvisioningState = "Canceled"
	// Creating ...
	Creating ProvisioningState = "Creating"
	// Deleting ...
	Deleting ProvisioningState = "Deleting"
	// Failed ...
	Failed ProvisioningState = "Failed"
	// Succeeded ...
	Succeeded ProvisioningState = "Succeeded"
	// Unknown ...
	Unknown ProvisioningState = "Unknown"
	// Updating ...
	Updating ProvisioningState = "Updating"
)

func PossibleProvisioningStateValues 

func PossibleProvisioningStateValues() []ProvisioningState

PossibleProvisioningStateValues returns an array of possible values for the ProvisioningState const type.

type QuotaBaseProperties 

type QuotaBaseProperties struct {
	// ID - Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Type - Specifies the resource type.
	Type *string `json:"type,omitempty"`
	// Limit - The maximum permitted quota of the resource.
	Limit *int64 `json:"limit,omitempty"`
	// Unit - An enum describing the unit of quota measurement. Possible values include: 'Count'
	Unit QuotaUnit `json:"unit,omitempty"`
}

QuotaBaseProperties the properties for Quota update or retrieval.

type QuotaUnit 

type QuotaUnit string

QuotaUnit enumerates the values for quota unit. 

const (
	// Count ...
	Count QuotaUnit = "Count"
)

func PossibleQuotaUnitValues 

func PossibleQuotaUnitValues() []QuotaUnit

PossibleQuotaUnitValues returns an array of possible values for the QuotaUnit const type.

type QuotaUpdateParameters 

type QuotaUpdateParameters struct {
	// Value - The list for update quota.
	Value *[]QuotaBaseProperties `json:"value,omitempty"`
}

QuotaUpdateParameters quota update parameters.

type QuotasClient 

type QuotasClient struct {
	BaseClient
}

QuotasClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewQuotasClient 

func NewQuotasClient(subscriptionID string) QuotasClient

NewQuotasClient creates an instance of the QuotasClient client.

func NewQuotasClientWithBaseURI 

func NewQuotasClientWithBaseURI(baseURI string, subscriptionID string) QuotasClient

NewQuotasClientWithBaseURI creates an instance of the QuotasClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (QuotasClient) List 

func (client QuotasClient) List(ctx context.Context, location string) (result ListWorkspaceQuotasPage, err error)

List gets the currently assigned Workspace Quotas based on VMFamily. Parameters: location - the location for which resource usage is queried.

func (QuotasClient) ListComplete 

func (client QuotasClient) ListComplete(ctx context.Context, location string) (result ListWorkspaceQuotasIterator, err error)

ListComplete enumerates all values, automatically crossing page boundaries as required.

func (QuotasClient) ListPreparer 

func (client QuotasClient) ListPreparer(ctx context.Context, location string) (*http.Request, error)

ListPreparer prepares the List request.

func (QuotasClient) ListResponder 

func (client QuotasClient) ListResponder(resp *http.Response) (result ListWorkspaceQuotas, err error)

ListResponder handles the response to the List request. The method always closes the http.Response Body.

func (QuotasClient) ListSender 

func (client QuotasClient) ListSender(req *http.Request) (*http.Response, error)

ListSender sends the List request. The method will close the http.Response Body if it receives an error.

func (QuotasClient) Update 

func (client QuotasClient) Update(ctx context.Context, location string, parameters QuotaUpdateParameters) (result UpdateWorkspaceQuotasResult, err error)

Update update quota for each VM family in workspace. Parameters: location - the location for update quota is queried. parameters - quota update parameters.

func (QuotasClient) UpdatePreparer 

func (client QuotasClient) UpdatePreparer(ctx context.Context, location string, parameters QuotaUpdateParameters) (*http.Request, error)

UpdatePreparer prepares the Update request.

func (QuotasClient) UpdateResponder 

func (client QuotasClient) UpdateResponder(resp *http.Response) (result UpdateWorkspaceQuotasResult, err error)

UpdateResponder handles the response to the Update request. The method always closes the http.Response Body.

func (QuotasClient) UpdateSender 

func (client QuotasClient) UpdateSender(req *http.Request) (*http.Response, error)

UpdateSender sends the Update request. The method will close the http.Response Body if it receives an error.

type ReasonCode 

type ReasonCode string

ReasonCode enumerates the values for reason code. 

const (
	// NotAvailableForRegion ...
	NotAvailableForRegion ReasonCode = "NotAvailableForRegion"
	// NotAvailableForSubscription ...
	NotAvailableForSubscription ReasonCode = "NotAvailableForSubscription"
	// NotSpecified ...
	NotSpecified ReasonCode = "NotSpecified"
)

func PossibleReasonCodeValues 

func PossibleReasonCodeValues() []ReasonCode

PossibleReasonCodeValues returns an array of possible values for the ReasonCode const type.

type RegistryListCredentialsResult 

type RegistryListCredentialsResult struct {
	// Location - READ-ONLY
	Location *string `json:"location,omitempty"`
	// Username - READ-ONLY
	Username  *string     `json:"username,omitempty"`
	Passwords *[]Password `json:"passwords,omitempty"`
}

RegistryListCredentialsResult ...

func (RegistryListCredentialsResult) MarshalJSON 

func (rlcr RegistryListCredentialsResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for RegistryListCredentialsResult.

type RemoteLoginPortPublicAccess 

type RemoteLoginPortPublicAccess string

RemoteLoginPortPublicAccess enumerates the values for remote login port public access. 

const (
	// RemoteLoginPortPublicAccessDisabled ...
	RemoteLoginPortPublicAccessDisabled RemoteLoginPortPublicAccess = "Disabled"
	// RemoteLoginPortPublicAccessEnabled ...
	RemoteLoginPortPublicAccessEnabled RemoteLoginPortPublicAccess = "Enabled"
	// RemoteLoginPortPublicAccessNotSpecified ...
	RemoteLoginPortPublicAccessNotSpecified RemoteLoginPortPublicAccess = "NotSpecified"
)

func PossibleRemoteLoginPortPublicAccessValues 

func PossibleRemoteLoginPortPublicAccessValues() []RemoteLoginPortPublicAccess

PossibleRemoteLoginPortPublicAccessValues returns an array of possible values for the RemoteLoginPortPublicAccess const type.

type Resource 

type Resource struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Name - READ-ONLY; Specifies the name of the resource.
	Name *string `json:"name,omitempty"`
	// Identity - The identity of the resource.
	Identity *Identity `json:"identity,omitempty"`
	// Location - Specifies the location of the resource.
	Location *string `json:"location,omitempty"`
	// Type - READ-ONLY; Specifies the type of the resource.
	Type *string `json:"type,omitempty"`
	// Tags - Contains resource tags defined as key/value pairs.
	Tags map[string]*string `json:"tags"`
	// Sku - The sku of the workspace.
	Sku *Sku `json:"sku,omitempty"`
}

Resource azure Resource Manager resource envelope.

func (Resource) MarshalJSON 

func (r Resource) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Resource.

type ResourceID 

type ResourceID struct {
	// ID - The ID of the resource
	ID *string `json:"id,omitempty"`
}

ResourceID represents a resource ID. For example, for a subnet, it is the resource URL for the subnet.

type ResourceIdentityType 

type ResourceIdentityType string

ResourceIdentityType enumerates the values for resource identity type. 

const (
	// SystemAssigned ...
	SystemAssigned ResourceIdentityType = "SystemAssigned"
)

func PossibleResourceIdentityTypeValues 

func PossibleResourceIdentityTypeValues() []ResourceIdentityType

PossibleResourceIdentityTypeValues returns an array of possible values for the ResourceIdentityType const type.

type ResourceName 

type ResourceName struct {
	// Value - READ-ONLY; The name of the resource.
	Value *string `json:"value,omitempty"`
	// LocalizedValue - READ-ONLY; The localized name of the resource.
	LocalizedValue *string `json:"localizedValue,omitempty"`
}

ResourceName the Resource Name.

type ResourceQuota 

type ResourceQuota struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Type - READ-ONLY; Specifies the resource type.
	Type *string `json:"type,omitempty"`
	// Name - READ-ONLY; Name of the resource.
	Name *ResourceName `json:"name,omitempty"`
	// Limit - READ-ONLY; The maximum permitted quota of the resource.
	Limit *int64 `json:"limit,omitempty"`
	// Unit - READ-ONLY; An enum describing the unit of quota measurement. Possible values include: 'Count'
	Unit QuotaUnit `json:"unit,omitempty"`
}

ResourceQuota the quota assigned to a resource.

type ResourceSkuLocationInfo 

type ResourceSkuLocationInfo struct {
	// Location - READ-ONLY; Location of the SKU
	Location *string `json:"location,omitempty"`
	// Zones - READ-ONLY; List of availability zones where the SKU is supported.
	Zones *[]string `json:"zones,omitempty"`
	// ZoneDetails - READ-ONLY; Details of capabilities available to a SKU in specific zones.
	ZoneDetails *[]ResourceSkuZoneDetails `json:"zoneDetails,omitempty"`
}

ResourceSkuLocationInfo ...

type ResourceSkuZoneDetails 

type ResourceSkuZoneDetails struct {
	// Name - READ-ONLY; The set of zones that the SKU is available in with the specified capabilities.
	Name *[]string `json:"name,omitempty"`
	// Capabilities - READ-ONLY; A list of capabilities that are available for the SKU in the specified list of zones.
	Capabilities *[]SKUCapability `json:"capabilities,omitempty"`
}

ResourceSkuZoneDetails describes The zonal capabilities of a SKU.

type Restriction 

type Restriction struct {
	// Type - READ-ONLY; The type of restrictions. As of now only possible value for this is location.
	Type *string `json:"type,omitempty"`
	// Values - READ-ONLY; The value of restrictions. If the restriction type is set to location. This would be different locations where the SKU is restricted.
	Values *[]string `json:"values,omitempty"`
	// ReasonCode - The reason for the restriction. Possible values include: 'NotSpecified', 'NotAvailableForRegion', 'NotAvailableForSubscription'
	ReasonCode ReasonCode `json:"reasonCode,omitempty"`
}

Restriction the restriction because of which SKU cannot be used.

func (Restriction) MarshalJSON 

func (r Restriction) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Restriction.

type SKUCapability 

type SKUCapability struct {
	// Name - Capability/Feature ID
	Name *string `json:"name,omitempty"`
	// Value - Details about the feature/capability
	Value *string `json:"value,omitempty"`
}

SKUCapability features/user capabilities associated with the sku

type ScaleSettings 

type ScaleSettings struct {
	// MaxNodeCount - Max number of nodes to use
	MaxNodeCount *int32 `json:"maxNodeCount,omitempty"`
	// MinNodeCount - Min number of nodes to use
	MinNodeCount *int32 `json:"minNodeCount,omitempty"`
	// NodeIdleTimeBeforeScaleDown - Node Idle Time before scaling down amlCompute
	NodeIdleTimeBeforeScaleDown *string `json:"nodeIdleTimeBeforeScaleDown,omitempty"`
}

ScaleSettings scale settings for AML Compute

type ServicePrincipalCredentials 

type ServicePrincipalCredentials struct {
	// ClientID - Client Id
	ClientID *string `json:"clientId,omitempty"`
	// ClientSecret - Client secret
	ClientSecret *string `json:"clientSecret,omitempty"`
}

ServicePrincipalCredentials service principal credentials.

type Sku 

type Sku struct {
	// Name - Name of the sku
	Name *string `json:"name,omitempty"`
	// Tier - Tier of the sku like Basic or Enterprise
	Tier *string `json:"tier,omitempty"`
}

Sku sku of the resource

type SkuListResult 

type SkuListResult struct {
	autorest.Response `json:"-"`
	Value             *[]WorkspaceSku `json:"value,omitempty"`
	// NextLink - The URI to fetch the next page of Workspace Skus. Call ListNext() with this URI to fetch the next page of Workspace Skus
	NextLink *string `json:"nextLink,omitempty"`
}

SkuListResult list of skus with features

func (SkuListResult) IsEmpty 

func (slr SkuListResult) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type SkuListResultIterator 

type SkuListResultIterator struct {
	// contains filtered or unexported fields
}

SkuListResultIterator provides access to a complete listing of WorkspaceSku values.

func NewSkuListResultIterator 

func NewSkuListResultIterator(page SkuListResultPage) SkuListResultIterator

Creates a new instance of the SkuListResultIterator type.

func (*SkuListResultIterator) Next 

func (iter *SkuListResultIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*SkuListResultIterator) NextWithContext 

func (iter *SkuListResultIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (SkuListResultIterator) NotDone 

func (iter SkuListResultIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (SkuListResultIterator) Response 

func (iter SkuListResultIterator) Response() SkuListResult

Response returns the raw server response from the last page request.

func (SkuListResultIterator) Value 

func (iter SkuListResultIterator) Value() WorkspaceSku

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type SkuListResultPage 

type SkuListResultPage struct {
	// contains filtered or unexported fields
}

SkuListResultPage contains a page of WorkspaceSku values.

func NewSkuListResultPage 

func NewSkuListResultPage(cur SkuListResult, getNextPage func(context.Context, SkuListResult) (SkuListResult, error)) SkuListResultPage

Creates a new instance of the SkuListResultPage type.

func (*SkuListResultPage) Next 

func (page *SkuListResultPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*SkuListResultPage) NextWithContext 

func (page *SkuListResultPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (SkuListResultPage) NotDone 

func (page SkuListResultPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (SkuListResultPage) Response 

func (page SkuListResultPage) Response() SkuListResult

Response returns the raw server response from the last page request.

func (SkuListResultPage) Values 

func (page SkuListResultPage) Values() []WorkspaceSku

Values returns the slice of values for the current page or nil if there are no values.

type SslConfiguration 

type SslConfiguration struct {
	// Status - Enable or disable ssl for scoring. Possible values include: 'Disabled', 'Enabled'
	Status Status1 `json:"status,omitempty"`
	// Cert - Cert data
	Cert *string `json:"cert,omitempty"`
	// Key - Key data
	Key *string `json:"key,omitempty"`
	// Cname - CNAME of the cert
	Cname *string `json:"cname,omitempty"`
}

SslConfiguration the ssl configuration for scoring

type Status 

type Status string

Status enumerates the values for status. 

const (
	// Failure ...
	Failure Status = "Failure"
	// InvalidQuotaBelowClusterMinimum ...
	InvalidQuotaBelowClusterMinimum Status = "InvalidQuotaBelowClusterMinimum"
	// InvalidQuotaExceedsSubscriptionLimit ...
	InvalidQuotaExceedsSubscriptionLimit Status = "InvalidQuotaExceedsSubscriptionLimit"
	// InvalidVMFamilyName ...
	InvalidVMFamilyName Status = "InvalidVMFamilyName"
	// OperationNotEnabledForRegion ...
	OperationNotEnabledForRegion Status = "OperationNotEnabledForRegion"
	// OperationNotSupportedForSku ...
	OperationNotSupportedForSku Status = "OperationNotSupportedForSku"
	// Success ...
	Success Status = "Success"
	// Undefined ...
	Undefined Status = "Undefined"
)

func PossibleStatusValues 

func PossibleStatusValues() []Status

PossibleStatusValues returns an array of possible values for the Status const type.

type Status1 

type Status1 string

Status1 enumerates the values for status 1. 

const (
	// Disabled ...
	Disabled Status1 = "Disabled"
	// Enabled ...
	Enabled Status1 = "Enabled"
)

func PossibleStatus1Values 

func PossibleStatus1Values() []Status1

PossibleStatus1Values returns an array of possible values for the Status1 const type.

type SystemService 

type SystemService struct {
	// SystemServiceType - READ-ONLY; The type of this system service.
	SystemServiceType *string `json:"systemServiceType,omitempty"`
	// PublicIPAddress - READ-ONLY; Public IP address
	PublicIPAddress *string `json:"publicIpAddress,omitempty"`
	// Version - READ-ONLY; The version for this type.
	Version *string `json:"version,omitempty"`
}

SystemService a system service running on a compute.

type UnderlyingResourceAction 

type UnderlyingResourceAction string

UnderlyingResourceAction enumerates the values for underlying resource action. 

const (
	// Delete ...
	Delete UnderlyingResourceAction = "Delete"
	// Detach ...
	Detach UnderlyingResourceAction = "Detach"
)

func PossibleUnderlyingResourceActionValues 

func PossibleUnderlyingResourceActionValues() []UnderlyingResourceAction

PossibleUnderlyingResourceActionValues returns an array of possible values for the UnderlyingResourceAction const type.

type UpdateWorkspaceQuotas 

type UpdateWorkspaceQuotas struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Type - READ-ONLY; Specifies the resource type.
	Type *string `json:"type,omitempty"`
	// Limit - The maximum permitted quota of the resource.
	Limit *int64 `json:"limit,omitempty"`
	// Unit - READ-ONLY; An enum describing the unit of quota measurement. Possible values include: 'Count'
	Unit QuotaUnit `json:"unit,omitempty"`
	// Status - Status of update workspace quota. Possible values include: 'Undefined', 'Success', 'Failure', 'InvalidQuotaBelowClusterMinimum', 'InvalidQuotaExceedsSubscriptionLimit', 'InvalidVMFamilyName', 'OperationNotSupportedForSku', 'OperationNotEnabledForRegion'
	Status Status `json:"status,omitempty"`
}

UpdateWorkspaceQuotas the properties for update Quota response.

func (UpdateWorkspaceQuotas) MarshalJSON 

func (uwq UpdateWorkspaceQuotas) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for UpdateWorkspaceQuotas.

type UpdateWorkspaceQuotasResult 

type UpdateWorkspaceQuotasResult struct {
	autorest.Response `json:"-"`
	// Value - READ-ONLY; The list of workspace quota update result.
	Value *[]UpdateWorkspaceQuotas `json:"value,omitempty"`
	// NextLink - READ-ONLY; The URI to fetch the next page of workspace quota update result. Call ListNext() with this to fetch the next page of Workspace Quota update result.
	NextLink *string `json:"nextLink,omitempty"`
}

UpdateWorkspaceQuotasResult the result of update workspace quota.

type Usage 

type Usage struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Type - READ-ONLY; Specifies the resource type.
	Type *string `json:"type,omitempty"`
	// Unit - READ-ONLY; An enum describing the unit of usage measurement. Possible values include: 'UsageUnitCount'
	Unit UsageUnit `json:"unit,omitempty"`
	// CurrentValue - READ-ONLY; The current usage of the resource.
	CurrentValue *int64 `json:"currentValue,omitempty"`
	// Limit - READ-ONLY; The maximum permitted usage of the resource.
	Limit *int64 `json:"limit,omitempty"`
	// Name - READ-ONLY; The name of the type of usage.
	Name *UsageName `json:"name,omitempty"`
}

Usage describes AML Resource Usage.

type UsageName 

type UsageName struct {
	// Value - READ-ONLY; The name of the resource.
	Value *string `json:"value,omitempty"`
	// LocalizedValue - READ-ONLY; The localized name of the resource.
	LocalizedValue *string `json:"localizedValue,omitempty"`
}

UsageName the Usage Names.

type UsageUnit 

type UsageUnit string

UsageUnit enumerates the values for usage unit. 

const (
	// UsageUnitCount ...
	UsageUnitCount UsageUnit = "Count"
)

func PossibleUsageUnitValues 

func PossibleUsageUnitValues() []UsageUnit

PossibleUsageUnitValues returns an array of possible values for the UsageUnit const type.

type UsagesClient 

type UsagesClient struct {
	BaseClient
}

UsagesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewUsagesClient 

func NewUsagesClient(subscriptionID string) UsagesClient

NewUsagesClient creates an instance of the UsagesClient client.

func NewUsagesClientWithBaseURI 

func NewUsagesClientWithBaseURI(baseURI string, subscriptionID string) UsagesClient

NewUsagesClientWithBaseURI creates an instance of the UsagesClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (UsagesClient) List 

func (client UsagesClient) List(ctx context.Context, location string) (result ListUsagesResultPage, err error)

List gets the current usage information as well as limits for AML resources for given subscription and location. Parameters: location - the location for which resource usage is queried.

func (UsagesClient) ListComplete 

func (client UsagesClient) ListComplete(ctx context.Context, location string) (result ListUsagesResultIterator, err error)

ListComplete enumerates all values, automatically crossing page boundaries as required.

func (UsagesClient) ListPreparer 

func (client UsagesClient) ListPreparer(ctx context.Context, location string) (*http.Request, error)

ListPreparer prepares the List request.

func (UsagesClient) ListResponder 

func (client UsagesClient) ListResponder(resp *http.Response) (result ListUsagesResult, err error)

ListResponder handles the response to the List request. The method always closes the http.Response Body.

func (UsagesClient) ListSender 

func (client UsagesClient) ListSender(req *http.Request) (*http.Response, error)

ListSender sends the List request. The method will close the http.Response Body if it receives an error.

type UserAccountCredentials 

type UserAccountCredentials struct {
	// AdminUserName - Name of the administrator user account which can be used to SSH to nodes.
	AdminUserName *string `json:"adminUserName,omitempty"`
	// AdminUserSSHPublicKey - SSH public key of the administrator user account.
	AdminUserSSHPublicKey *string `json:"adminUserSshPublicKey,omitempty"`
	// AdminUserPassword - Password of the administrator user account.
	AdminUserPassword *string `json:"adminUserPassword,omitempty"`
}

UserAccountCredentials settings for user account that gets created on each on the nodes of a compute.

type VMPriority 

type VMPriority string

VMPriority enumerates the values for vm priority. 

const (
	// Dedicated ...
	Dedicated VMPriority = "Dedicated"
	// LowPriority ...
	LowPriority VMPriority = "LowPriority"
)

func PossibleVMPriorityValues 

func PossibleVMPriorityValues() []VMPriority

PossibleVMPriorityValues returns an array of possible values for the VMPriority const type.

type VirtualMachine 

type VirtualMachine struct {
	Properties *VirtualMachineProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the underlying compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
	IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

VirtualMachine a Machine Learning compute based on Azure Virtual Machines.

func (VirtualMachine) AsAKS 

func (VM VirtualMachine) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsAmlCompute 

func (VM VirtualMachine) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsBasicCompute 

func (VM VirtualMachine) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsCompute 

func (VM VirtualMachine) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsDataFactory 

func (VM VirtualMachine) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsDataLakeAnalytics 

func (VM VirtualMachine) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsDatabricks 

func (VM VirtualMachine) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsHDInsight 

func (VM VirtualMachine) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsVirtualMachine 

func (VM VirtualMachine) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) MarshalJSON 

func (VM VirtualMachine) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for VirtualMachine.

type VirtualMachineProperties 

type VirtualMachineProperties struct {
	// VirtualMachineSize - Virtual Machine size
	VirtualMachineSize *string `json:"virtualMachineSize,omitempty"`
	// SSHPort - Port open for ssh connections.
	SSHPort *int32 `json:"sshPort,omitempty"`
	// Address - Public IP address of the virtual machine.
	Address *string `json:"address,omitempty"`
	// AdministratorAccount - Admin credentials for virtual machine
	AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
}

VirtualMachineProperties ...

type VirtualMachineSSHCredentials 

type VirtualMachineSSHCredentials struct {
	// Username - Username of admin account
	Username *string `json:"username,omitempty"`
	// Password - Password of admin account
	Password *string `json:"password,omitempty"`
	// PublicKeyData - Public key data
	PublicKeyData *string `json:"publicKeyData,omitempty"`
	// PrivateKeyData - Private key data
	PrivateKeyData *string `json:"privateKeyData,omitempty"`
}

VirtualMachineSSHCredentials admin credentials for virtual machine

type VirtualMachineSecrets 

type VirtualMachineSecrets struct {
	// AdministratorAccount - Admin credentials for virtual machine.
	AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
	ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
}

VirtualMachineSecrets secrets related to a Machine Learning compute based on AKS.

func (VirtualMachineSecrets) AsAksComputeSecrets 

func (vms VirtualMachineSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool)

AsAksComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.

func (VirtualMachineSecrets) AsBasicComputeSecrets 

func (vms VirtualMachineSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool)

AsBasicComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.

func (VirtualMachineSecrets) AsComputeSecrets 

func (vms VirtualMachineSecrets) AsComputeSecrets() (*ComputeSecrets, bool)

AsComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.

func (VirtualMachineSecrets) AsDatabricksComputeSecrets 

func (vms VirtualMachineSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)

AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.

func (VirtualMachineSecrets) AsVirtualMachineSecrets 

func (vms VirtualMachineSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)

AsVirtualMachineSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.

func (VirtualMachineSecrets) MarshalJSON 

func (vms VirtualMachineSecrets) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for VirtualMachineSecrets.

type VirtualMachineSize 

type VirtualMachineSize struct {
	// Name - READ-ONLY; The name of the virtual machine size.
	Name *string `json:"name,omitempty"`
	// Family - READ-ONLY; The family name of the virtual machine size.
	Family *string `json:"family,omitempty"`
	// VCPUs - READ-ONLY; The number of vCPUs supported by the virtual machine size.
	VCPUs *int32 `json:"vCPUs,omitempty"`
	// Gpus - READ-ONLY; The number of gPUs supported by the virtual machine size.
	Gpus *int32 `json:"gpus,omitempty"`
	// OsVhdSizeMB - READ-ONLY; The OS VHD disk size, in MB, allowed by the virtual machine size.
	OsVhdSizeMB *int32 `json:"osVhdSizeMB,omitempty"`
	// MaxResourceVolumeMB - READ-ONLY; The resource volume size, in MB, allowed by the virtual machine size.
	MaxResourceVolumeMB *int32 `json:"maxResourceVolumeMB,omitempty"`
	// MemoryGB - READ-ONLY; The amount of memory, in GB, supported by the virtual machine size.
	MemoryGB *float64 `json:"memoryGB,omitempty"`
	// LowPriorityCapable - READ-ONLY; Specifies if the virtual machine size supports low priority VMs.
	LowPriorityCapable *bool `json:"lowPriorityCapable,omitempty"`
	// PremiumIO - READ-ONLY; Specifies if the virtual machine size supports premium IO.
	PremiumIO *bool `json:"premiumIO,omitempty"`
}

VirtualMachineSize describes the properties of a VM size.

type VirtualMachineSizeListResult 

type VirtualMachineSizeListResult struct {
	autorest.Response `json:"-"`
	// AmlCompute - The list of virtual machine sizes supported by AmlCompute.
	AmlCompute *[]VirtualMachineSize `json:"amlCompute,omitempty"`
}

VirtualMachineSizeListResult the List Virtual Machine size operation response.

type VirtualMachineSizesClient 

type VirtualMachineSizesClient struct {
	BaseClient
}

VirtualMachineSizesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewVirtualMachineSizesClient 

func NewVirtualMachineSizesClient(subscriptionID string) VirtualMachineSizesClient

NewVirtualMachineSizesClient creates an instance of the VirtualMachineSizesClient client.

func NewVirtualMachineSizesClientWithBaseURI 

func NewVirtualMachineSizesClientWithBaseURI(baseURI string, subscriptionID string) VirtualMachineSizesClient

NewVirtualMachineSizesClientWithBaseURI creates an instance of the VirtualMachineSizesClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (VirtualMachineSizesClient) List 

func (client VirtualMachineSizesClient) List(ctx context.Context, location string) (result VirtualMachineSizeListResult, err error)

List returns supported VM Sizes in a location Parameters: location - the location upon which virtual-machine-sizes is queried.

func (VirtualMachineSizesClient) ListPreparer 

func (client VirtualMachineSizesClient) ListPreparer(ctx context.Context, location string) (*http.Request, error)

ListPreparer prepares the List request.

func (VirtualMachineSizesClient) ListResponder 

func (client VirtualMachineSizesClient) ListResponder(resp *http.Response) (result VirtualMachineSizeListResult, err error)

ListResponder handles the response to the List request. The method always closes the http.Response Body.

func (VirtualMachineSizesClient) ListSender 

func (client VirtualMachineSizesClient) ListSender(req *http.Request) (*http.Response, error)

ListSender sends the List request. The method will close the http.Response Body if it receives an error.

type Workspace 

type Workspace struct {
	autorest.Response `json:"-"`
	// WorkspaceProperties - The properties of the machine learning workspace.
	*WorkspaceProperties `json:"properties,omitempty"`
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// Name - READ-ONLY; Specifies the name of the resource.
	Name *string `json:"name,omitempty"`
	// Identity - The identity of the resource.
	Identity *Identity `json:"identity,omitempty"`
	// Location - Specifies the location of the resource.
	Location *string `json:"location,omitempty"`
	// Type - READ-ONLY; Specifies the type of the resource.
	Type *string `json:"type,omitempty"`
	// Tags - Contains resource tags defined as key/value pairs.
	Tags map[string]*string `json:"tags"`
	// Sku - The sku of the workspace.
	Sku *Sku `json:"sku,omitempty"`
}

Workspace an object that represents a machine learning workspace.

func (Workspace) MarshalJSON 

func (w Workspace) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Workspace.

func (*Workspace) UnmarshalJSON 

func (w *Workspace) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for Workspace struct.

type WorkspaceFeaturesClient 

type WorkspaceFeaturesClient struct {
	BaseClient
}

WorkspaceFeaturesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewWorkspaceFeaturesClient 

func NewWorkspaceFeaturesClient(subscriptionID string) WorkspaceFeaturesClient

NewWorkspaceFeaturesClient creates an instance of the WorkspaceFeaturesClient client.

func NewWorkspaceFeaturesClientWithBaseURI 

func NewWorkspaceFeaturesClientWithBaseURI(baseURI string, subscriptionID string) WorkspaceFeaturesClient

NewWorkspaceFeaturesClientWithBaseURI creates an instance of the WorkspaceFeaturesClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (WorkspaceFeaturesClient) List 

func (client WorkspaceFeaturesClient) List(ctx context.Context, resourceGroupName string, workspaceName string) (result ListAmlUserFeatureResultPage, err error)

List lists all enabled features for a workspace Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspaceFeaturesClient) ListComplete 

func (client WorkspaceFeaturesClient) ListComplete(ctx context.Context, resourceGroupName string, workspaceName string) (result ListAmlUserFeatureResultIterator, err error)

ListComplete enumerates all values, automatically crossing page boundaries as required.

func (WorkspaceFeaturesClient) ListPreparer 

func (client WorkspaceFeaturesClient) ListPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error)

ListPreparer prepares the List request.

func (WorkspaceFeaturesClient) ListResponder 

func (client WorkspaceFeaturesClient) ListResponder(resp *http.Response) (result ListAmlUserFeatureResult, err error)

ListResponder handles the response to the List request. The method always closes the http.Response Body.

func (WorkspaceFeaturesClient) ListSender 

func (client WorkspaceFeaturesClient) ListSender(req *http.Request) (*http.Response, error)

ListSender sends the List request. The method will close the http.Response Body if it receives an error.

type WorkspaceListResult 

type WorkspaceListResult struct {
	autorest.Response `json:"-"`
	// Value - The list of machine learning workspaces. Since this list may be incomplete, the nextLink field should be used to request the next list of machine learning workspaces.
	Value *[]Workspace `json:"value,omitempty"`
	// NextLink - The URI that can be used to request the next list of machine learning workspaces.
	NextLink *string `json:"nextLink,omitempty"`
}

WorkspaceListResult the result of a request to list machine learning workspaces.

func (WorkspaceListResult) IsEmpty 

func (wlr WorkspaceListResult) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type WorkspaceListResultIterator 

type WorkspaceListResultIterator struct {
	// contains filtered or unexported fields
}

WorkspaceListResultIterator provides access to a complete listing of Workspace values.

func NewWorkspaceListResultIterator 

func NewWorkspaceListResultIterator(page WorkspaceListResultPage) WorkspaceListResultIterator

Creates a new instance of the WorkspaceListResultIterator type.

func (*WorkspaceListResultIterator) Next 

func (iter *WorkspaceListResultIterator) Next() error

Next advances to the next value. If there was an error making the request the iterator does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*WorkspaceListResultIterator) NextWithContext 

func (iter *WorkspaceListResultIterator) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next value. If there was an error making the request the iterator does not advance and the error is returned.

func (WorkspaceListResultIterator) NotDone 

func (iter WorkspaceListResultIterator) NotDone() bool

NotDone returns true if the enumeration should be started or is not yet complete.

func (WorkspaceListResultIterator) Response 

func (iter WorkspaceListResultIterator) Response() WorkspaceListResult

Response returns the raw server response from the last page request.

func (WorkspaceListResultIterator) Value 

func (iter WorkspaceListResultIterator) Value() Workspace

Value returns the current value or a zero-initialized value if the iterator has advanced beyond the end of the collection.

type WorkspaceListResultPage 

type WorkspaceListResultPage struct {
	// contains filtered or unexported fields
}

WorkspaceListResultPage contains a page of Workspace values.

func NewWorkspaceListResultPage 

func NewWorkspaceListResultPage(cur WorkspaceListResult, getNextPage func(context.Context, WorkspaceListResult) (WorkspaceListResult, error)) WorkspaceListResultPage

Creates a new instance of the WorkspaceListResultPage type.

func (*WorkspaceListResultPage) Next 

func (page *WorkspaceListResultPage) Next() error

Next advances to the next page of values. If there was an error making the request the page does not advance and the error is returned. Deprecated: Use NextWithContext() instead.

func (*WorkspaceListResultPage) NextWithContext 

func (page *WorkspaceListResultPage) NextWithContext(ctx context.Context) (err error)

NextWithContext advances to the next page of values. If there was an error making the request the page does not advance and the error is returned.

func (WorkspaceListResultPage) NotDone 

func (page WorkspaceListResultPage) NotDone() bool

NotDone returns true if the page enumeration should be started or is not yet complete.

func (WorkspaceListResultPage) Response 

func (page WorkspaceListResultPage) Response() WorkspaceListResult

Response returns the raw server response from the last page request.

func (WorkspaceListResultPage) Values 

func (page WorkspaceListResultPage) Values() []Workspace

Values returns the slice of values for the current page or nil if there are no values.

type WorkspaceProperties 

type WorkspaceProperties struct {
	// WorkspaceID - READ-ONLY; The immutable id associated with this workspace.
	WorkspaceID *string `json:"workspaceId,omitempty"`
	// Description - The description of this workspace.
	Description *string `json:"description,omitempty"`
	// FriendlyName - The friendly name for this workspace. This name in mutable
	FriendlyName *string `json:"friendlyName,omitempty"`
	// CreationTime - READ-ONLY; The creation time of the machine learning workspace in ISO8601 format.
	CreationTime *date.Time `json:"creationTime,omitempty"`
	// KeyVault - ARM id of the key vault associated with this workspace. This cannot be changed once the workspace has been created
	KeyVault *string `json:"keyVault,omitempty"`
	// ApplicationInsights - ARM id of the application insights associated with this workspace. This cannot be changed once the workspace has been created
	ApplicationInsights *string `json:"applicationInsights,omitempty"`
	// ContainerRegistry - ARM id of the container registry associated with this workspace. This cannot be changed once the workspace has been created
	ContainerRegistry *string `json:"containerRegistry,omitempty"`
	// StorageAccount - ARM id of the storage account associated with this workspace. This cannot be changed once the workspace has been created
	StorageAccount *string `json:"storageAccount,omitempty"`
	// DiscoveryURL - Url for the discovery service to identify regional endpoints for machine learning experimentation services
	DiscoveryURL *string `json:"discoveryUrl,omitempty"`
	// ProvisioningState - READ-ONLY; The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
}

WorkspaceProperties the properties of a machine learning workspace.

func (WorkspaceProperties) MarshalJSON 

func (wp WorkspaceProperties) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for WorkspaceProperties.

type WorkspacePropertiesUpdateParameters 

type WorkspacePropertiesUpdateParameters struct {
	// Description - The description of this workspace.
	Description *string `json:"description,omitempty"`
	// FriendlyName - The friendly name for this workspace.
	FriendlyName *string `json:"friendlyName,omitempty"`
}

WorkspacePropertiesUpdateParameters the parameters for updating the properties of a machine learning workspace.

type WorkspaceSku 

type WorkspaceSku struct {
	// Locations - READ-ONLY; The set of locations that the SKU is available. This will be supported and registered Azure Geo Regions (e.g. West US, East US, Southeast Asia, etc.).
	Locations *[]string `json:"locations,omitempty"`
	// LocationInfo - READ-ONLY; A list of locations and availability zones in those locations where the SKU is available.
	LocationInfo *[]ResourceSkuLocationInfo `json:"locationInfo,omitempty"`
	// Tier - READ-ONLY; Sku Tier like Basic or Enterprise
	Tier *string `json:"tier,omitempty"`
	// ResourceType - READ-ONLY
	ResourceType *string `json:"resourceType,omitempty"`
	// Name - READ-ONLY
	Name *string `json:"name,omitempty"`
	// Capabilities - READ-ONLY; List of features/user capabilities associated with the sku
	Capabilities *[]SKUCapability `json:"capabilities,omitempty"`
	// Restrictions - The restrictions because of which SKU cannot be used. This is empty if there are no restrictions.
	Restrictions *[]Restriction `json:"restrictions,omitempty"`
}

WorkspaceSku describes Workspace Sku details and features

func (WorkspaceSku) MarshalJSON 

func (ws WorkspaceSku) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for WorkspaceSku.

type WorkspaceUpdateParameters 

type WorkspaceUpdateParameters struct {
	// Tags - The resource tags for the machine learning workspace.
	Tags map[string]*string `json:"tags"`
	// Sku - The sku of the workspace.
	Sku *Sku `json:"sku,omitempty"`
	// WorkspacePropertiesUpdateParameters - The properties that the machine learning workspace will be updated with.
	*WorkspacePropertiesUpdateParameters `json:"properties,omitempty"`
}

WorkspaceUpdateParameters the parameters for updating a machine learning workspace.

func (WorkspaceUpdateParameters) MarshalJSON 

func (wup WorkspaceUpdateParameters) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for WorkspaceUpdateParameters.

func (*WorkspaceUpdateParameters) UnmarshalJSON 

func (wup *WorkspaceUpdateParameters) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for WorkspaceUpdateParameters struct.

type WorkspacesClient 

type WorkspacesClient struct {
	BaseClient
}

WorkspacesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.

func NewWorkspacesClient 

func NewWorkspacesClient(subscriptionID string) WorkspacesClient

NewWorkspacesClient creates an instance of the WorkspacesClient client.

func NewWorkspacesClientWithBaseURI 

func NewWorkspacesClientWithBaseURI(baseURI string, subscriptionID string) WorkspacesClient

NewWorkspacesClientWithBaseURI creates an instance of the WorkspacesClient client using a custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).

func (WorkspacesClient) CreateOrUpdate 

func (client WorkspacesClient) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, parameters Workspace) (result WorkspacesCreateOrUpdateFuture, err error)

CreateOrUpdate creates or updates a workspace with the specified parameters. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. parameters - the parameters for creating or updating a machine learning workspace.

func (WorkspacesClient) CreateOrUpdatePreparer 

func (client WorkspacesClient) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, parameters Workspace) (*http.Request, error)

CreateOrUpdatePreparer prepares the CreateOrUpdate request.

func (WorkspacesClient) CreateOrUpdateResponder 

func (client WorkspacesClient) CreateOrUpdateResponder(resp *http.Response) (result Workspace, err error)

CreateOrUpdateResponder handles the response to the CreateOrUpdate request. The method always closes the http.Response Body.

func (WorkspacesClient) CreateOrUpdateSender 

func (client WorkspacesClient) CreateOrUpdateSender(req *http.Request) (future WorkspacesCreateOrUpdateFuture, err error)

CreateOrUpdateSender sends the CreateOrUpdate request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) Delete 

func (client WorkspacesClient) Delete(ctx context.Context, resourceGroupName string, workspaceName string) (result WorkspacesDeleteFuture, err error)

Delete deletes a machine learning workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspacesClient) DeletePreparer 

func (client WorkspacesClient) DeletePreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error)

DeletePreparer prepares the Delete request.

func (WorkspacesClient) DeleteResponder 

func (client WorkspacesClient) DeleteResponder(resp *http.Response) (result autorest.Response, err error)

DeleteResponder handles the response to the Delete request. The method always closes the http.Response Body.

func (WorkspacesClient) DeleteSender 

func (client WorkspacesClient) DeleteSender(req *http.Request) (future WorkspacesDeleteFuture, err error)

DeleteSender sends the Delete request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) Get 

func (client WorkspacesClient) Get(ctx context.Context, resourceGroupName string, workspaceName string) (result Workspace, err error)

Get gets the properties of the specified machine learning workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspacesClient) GetPreparer 

func (client WorkspacesClient) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error)

GetPreparer prepares the Get request.

func (WorkspacesClient) GetResponder 

func (client WorkspacesClient) GetResponder(resp *http.Response) (result Workspace, err error)

GetResponder handles the response to the Get request. The method always closes the http.Response Body.

func (WorkspacesClient) GetSender 

func (client WorkspacesClient) GetSender(req *http.Request) (*http.Response, error)

GetSender sends the Get request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) ListByResourceGroup 

func (client WorkspacesClient) ListByResourceGroup(ctx context.Context, resourceGroupName string, skiptoken string) (result WorkspaceListResultPage, err error)

ListByResourceGroup lists all the available machine learning workspaces under the specified resource group. Parameters: resourceGroupName - name of the resource group in which workspace is located. skiptoken - continuation token for pagination.

func (WorkspacesClient) ListByResourceGroupComplete 

func (client WorkspacesClient) ListByResourceGroupComplete(ctx context.Context, resourceGroupName string, skiptoken string) (result WorkspaceListResultIterator, err error)

ListByResourceGroupComplete enumerates all values, automatically crossing page boundaries as required.

func (WorkspacesClient) ListByResourceGroupPreparer 

func (client WorkspacesClient) ListByResourceGroupPreparer(ctx context.Context, resourceGroupName string, skiptoken string) (*http.Request, error)

ListByResourceGroupPreparer prepares the ListByResourceGroup request.

func (WorkspacesClient) ListByResourceGroupResponder 

func (client WorkspacesClient) ListByResourceGroupResponder(resp *http.Response) (result WorkspaceListResult, err error)

ListByResourceGroupResponder handles the response to the ListByResourceGroup request. The method always closes the http.Response Body.

func (WorkspacesClient) ListByResourceGroupSender 

func (client WorkspacesClient) ListByResourceGroupSender(req *http.Request) (*http.Response, error)

ListByResourceGroupSender sends the ListByResourceGroup request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) ListBySubscription 

func (client WorkspacesClient) ListBySubscription(ctx context.Context, skiptoken string) (result WorkspaceListResultPage, err error)

ListBySubscription lists all the available machine learning workspaces under the specified subscription. Parameters: skiptoken - continuation token for pagination.

func (WorkspacesClient) ListBySubscriptionComplete 

func (client WorkspacesClient) ListBySubscriptionComplete(ctx context.Context, skiptoken string) (result WorkspaceListResultIterator, err error)

ListBySubscriptionComplete enumerates all values, automatically crossing page boundaries as required.

func (WorkspacesClient) ListBySubscriptionPreparer 

func (client WorkspacesClient) ListBySubscriptionPreparer(ctx context.Context, skiptoken string) (*http.Request, error)

ListBySubscriptionPreparer prepares the ListBySubscription request.

func (WorkspacesClient) ListBySubscriptionResponder 

func (client WorkspacesClient) ListBySubscriptionResponder(resp *http.Response) (result WorkspaceListResult, err error)

ListBySubscriptionResponder handles the response to the ListBySubscription request. The method always closes the http.Response Body.

func (WorkspacesClient) ListBySubscriptionSender 

func (client WorkspacesClient) ListBySubscriptionSender(req *http.Request) (*http.Response, error)

ListBySubscriptionSender sends the ListBySubscription request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) ListKeys 

func (client WorkspacesClient) ListKeys(ctx context.Context, resourceGroupName string, workspaceName string) (result ListWorkspaceKeysResult, err error)

ListKeys lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspacesClient) ListKeysPreparer 

func (client WorkspacesClient) ListKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error)

ListKeysPreparer prepares the ListKeys request.

func (WorkspacesClient) ListKeysResponder 

func (client WorkspacesClient) ListKeysResponder(resp *http.Response) (result ListWorkspaceKeysResult, err error)

ListKeysResponder handles the response to the ListKeys request. The method always closes the http.Response Body.

func (WorkspacesClient) ListKeysSender 

func (client WorkspacesClient) ListKeysSender(req *http.Request) (*http.Response, error)

ListKeysSender sends the ListKeys request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) ResyncKeys 

func (client WorkspacesClient) ResyncKeys(ctx context.Context, resourceGroupName string, workspaceName string) (result autorest.Response, err error)

ResyncKeys resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspacesClient) ResyncKeysPreparer 

func (client WorkspacesClient) ResyncKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error)

ResyncKeysPreparer prepares the ResyncKeys request.

func (WorkspacesClient) ResyncKeysResponder 

func (client WorkspacesClient) ResyncKeysResponder(resp *http.Response) (result autorest.Response, err error)

ResyncKeysResponder handles the response to the ResyncKeys request. The method always closes the http.Response Body.

func (WorkspacesClient) ResyncKeysSender 

func (client WorkspacesClient) ResyncKeysSender(req *http.Request) (*http.Response, error)

ResyncKeysSender sends the ResyncKeys request. The method will close the http.Response Body if it receives an error.

func (WorkspacesClient) Update 

func (client WorkspacesClient) Update(ctx context.Context, resourceGroupName string, workspaceName string, parameters WorkspaceUpdateParameters) (result Workspace, err error)

Update updates a machine learning workspace with the specified parameters. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. parameters - the parameters for updating a machine learning workspace.

func (WorkspacesClient) UpdatePreparer 

func (client WorkspacesClient) UpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, parameters WorkspaceUpdateParameters) (*http.Request, error)

UpdatePreparer prepares the Update request.

func (WorkspacesClient) UpdateResponder 

func (client WorkspacesClient) UpdateResponder(resp *http.Response) (result Workspace, err error)

UpdateResponder handles the response to the Update request. The method always closes the http.Response Body.

func (WorkspacesClient) UpdateSender 

func (client WorkspacesClient) UpdateSender(req *http.Request) (*http.Response, error)

UpdateSender sends the Update request. The method will close the http.Response Body if it receives an error.

type WorkspacesCreateOrUpdateFuture 

type WorkspacesCreateOrUpdateFuture struct {
	azure.Future
}

WorkspacesCreateOrUpdateFuture an abstraction for monitoring and retrieving the results of a long-running operation.

func (*WorkspacesCreateOrUpdateFuture) Result 

func (future *WorkspacesCreateOrUpdateFuture) Result(client WorkspacesClient) (w Workspace, err error)

Result returns the result of the asynchronous operation. If the operation has not completed it will return an error.

type WorkspacesDeleteFuture 

type WorkspacesDeleteFuture struct {
	azure.Future
}

WorkspacesDeleteFuture an abstraction for monitoring and retrieving the results of a long-running operation.

func (*WorkspacesDeleteFuture) Result 

func (future *WorkspacesDeleteFuture) Result(client WorkspacesClient) (ar autorest.Response, err error)

Result returns the result of the asynchronous operation. If the operation has not completed it will return an error.

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