machinelearningservices

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Published: May 17, 2021 License: MIT Imports: 10 Imported by: 0

Documentation

Overview

Package machinelearningservices implements the Azure ARM Machinelearningservices service API version 2020-03-01.

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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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 EncryptionProperty

type EncryptionProperty struct {
	// Status - Indicates whether or not the encryption is enabled for the workspace. Possible values include: 'Enabled', 'Disabled'
	Status EncryptionStatus `json:"status,omitempty"`
	// KeyVaultProperties - Customer Key vault properties.
	KeyVaultProperties *KeyVaultProperties `json:"keyVaultProperties,omitempty"`
}

EncryptionProperty ...

type EncryptionStatus

type EncryptionStatus string

EncryptionStatus enumerates the values for encryption status.

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

func PossibleEncryptionStatusValues

func PossibleEncryptionStatusValues() []EncryptionStatus

PossibleEncryptionStatusValues returns an array of possible values for the EncryptionStatus const type.

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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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 KeyVaultProperties

type KeyVaultProperties struct {
	// KeyVaultArmID - The ArmId of the keyVault where the customer owned encryption key is present.
	KeyVaultArmID *string `json:"keyVaultArmId,omitempty"`
	// KeyIdentifier - Key vault uri to access the encryption key.
	KeyIdentifier *string `json:"keyIdentifier,omitempty"`
	// IdentityClientID - For future use - The client id of the identity which will be used to access key vault.
	IdentityClientID *string `json:"identityClientId,omitempty"`
}

KeyVaultProperties ...

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

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

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

func (ListAmlUserFeatureResultIterator) Value

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

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

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

func (ListAmlUserFeatureResultPage) Values

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

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"`
	NotebookAccessKeys           *NotebookListCredentialsResult `json:"notebookAccessKeys,omitempty"`
}

ListWorkspaceKeysResult ...

func (ListWorkspaceKeysResult) MarshalJSON

func (lwkr ListWorkspaceKeysResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for 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

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

func (ListWorkspaceQuotasIterator) Value

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

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.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(MachineLearningComputeClient) (ComputeResource, error)
}

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

func (*MachineLearningComputeCreateOrUpdateFuture) UnmarshalJSON

func (future *MachineLearningComputeCreateOrUpdateFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

type MachineLearningComputeDeleteFuture

type MachineLearningComputeDeleteFuture struct {
	azure.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(MachineLearningComputeClient) (autorest.Response, error)
}

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

func (*MachineLearningComputeDeleteFuture) UnmarshalJSON

func (future *MachineLearningComputeDeleteFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

type MachineLearningComputeUpdateFuture

type MachineLearningComputeUpdateFuture struct {
	azure.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(MachineLearningComputeClient) (ComputeResource, error)
}

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

func (*MachineLearningComputeUpdateFuture) UnmarshalJSON

func (future *MachineLearningComputeUpdateFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

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 NotebookListCredentialsResult

type NotebookListCredentialsResult struct {
	PrimaryAccessKey   *string `json:"primaryAccessKey,omitempty"`
	SecondaryAccessKey *string `json:"secondaryAccessKey,omitempty"`
}

NotebookListCredentialsResult ...

type NotebookPreparationError

type NotebookPreparationError struct {
	ErrorMessage *string `json:"errorMessage,omitempty"`
	StatusCode   *int32  `json:"statusCode,omitempty"`
}

NotebookPreparationError ...

type NotebookResourceInfo

type NotebookResourceInfo struct {
	autorest.Response `json:"-"`
	Fqdn              *string `json:"fqdn,omitempty"`
	// ResourceID - the data plane resourceId that used to initialize notebook component
	ResourceID *string `json:"resourceId,omitempty"`
	// NotebookPreparationError - The error that occurs when preparing notebook.
	NotebookPreparationError *NotebookPreparationError `json:"notebookPreparationError,omitempty"`
}

NotebookResourceInfo ...

type NotebooksClient

type NotebooksClient struct {
	BaseClient
}

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

func NewNotebooksClient

func NewNotebooksClient(subscriptionID string) NotebooksClient

NewNotebooksClient creates an instance of the NotebooksClient client.

func NewNotebooksClientWithBaseURI

func NewNotebooksClientWithBaseURI(baseURI string, subscriptionID string) NotebooksClient

NewNotebooksClientWithBaseURI creates an instance of the NotebooksClient 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 (NotebooksClient) Prepare

func (client NotebooksClient) Prepare(ctx context.Context, resourceGroupName string, workspaceName string) (result NotebooksPrepareFuture, err error)

Prepare sends the prepare request. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (NotebooksClient) PreparePreparer

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

PreparePreparer prepares the Prepare request.

func (NotebooksClient) PrepareResponder

func (client NotebooksClient) PrepareResponder(resp *http.Response) (result NotebookResourceInfo, err error)

PrepareResponder handles the response to the Prepare request. The method always closes the http.Response Body.

func (NotebooksClient) PrepareSender

func (client NotebooksClient) PrepareSender(req *http.Request) (future NotebooksPrepareFuture, err error)

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

type NotebooksPrepareFuture

type NotebooksPrepareFuture struct {
	azure.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(NotebooksClient) (NotebookResourceInfo, error)
}

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

func (*NotebooksPrepareFuture) UnmarshalJSON

func (future *NotebooksPrepareFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

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

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

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

func (PaginatedComputeResourcesListIterator) Response

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

func (PaginatedComputeResourcesListIterator) Value

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

Creates a new instance of the PaginatedComputeResourcesListPage type.

func (*PaginatedComputeResourcesListPage) Next

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

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

func (PaginatedComputeResourcesListPage) Values

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 PrivateEndpoint

type PrivateEndpoint struct {
	// ID - READ-ONLY; The ARM identifier for Private Endpoint
	ID *string `json:"id,omitempty"`
}

PrivateEndpoint the Private Endpoint resource.

type PrivateEndpointConnection

type PrivateEndpointConnection struct {
	autorest.Response `json:"-"`
	// PrivateEndpointConnectionProperties - Resource properties.
	*PrivateEndpointConnectionProperties `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"`
}

PrivateEndpointConnection the Private Endpoint Connection resource.

func (PrivateEndpointConnection) MarshalJSON

func (pec PrivateEndpointConnection) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for PrivateEndpointConnection.

func (*PrivateEndpointConnection) UnmarshalJSON

func (pec *PrivateEndpointConnection) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for PrivateEndpointConnection struct.

type PrivateEndpointConnectionProperties

type PrivateEndpointConnectionProperties struct {
	// PrivateEndpoint - The resource of private end point.
	PrivateEndpoint *PrivateEndpoint `json:"privateEndpoint,omitempty"`
	// PrivateLinkServiceConnectionState - A collection of information about the state of the connection between service consumer and provider.
	PrivateLinkServiceConnectionState *PrivateLinkServiceConnectionState `json:"privateLinkServiceConnectionState,omitempty"`
	// ProvisioningState - The provisioning state of the private endpoint connection resource. Possible values include: 'Succeeded', 'Creating', 'Deleting', 'Failed'
	ProvisioningState PrivateEndpointConnectionProvisioningState `json:"provisioningState,omitempty"`
}

PrivateEndpointConnectionProperties properties of the PrivateEndpointConnectProperties.

type PrivateEndpointConnectionProvisioningState

type PrivateEndpointConnectionProvisioningState string

PrivateEndpointConnectionProvisioningState enumerates the values for private endpoint connection provisioning state.

const (
	// Creating ...
	Creating PrivateEndpointConnectionProvisioningState = "Creating"
	// Deleting ...
	Deleting PrivateEndpointConnectionProvisioningState = "Deleting"
	// Failed ...
	Failed PrivateEndpointConnectionProvisioningState = "Failed"
	// Succeeded ...
	Succeeded PrivateEndpointConnectionProvisioningState = "Succeeded"
)

func PossiblePrivateEndpointConnectionProvisioningStateValues

func PossiblePrivateEndpointConnectionProvisioningStateValues() []PrivateEndpointConnectionProvisioningState

PossiblePrivateEndpointConnectionProvisioningStateValues returns an array of possible values for the PrivateEndpointConnectionProvisioningState const type.

type PrivateEndpointConnectionsClient

type PrivateEndpointConnectionsClient struct {
	BaseClient
}

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

func NewPrivateEndpointConnectionsClient

func NewPrivateEndpointConnectionsClient(subscriptionID string) PrivateEndpointConnectionsClient

NewPrivateEndpointConnectionsClient creates an instance of the PrivateEndpointConnectionsClient client.

func NewPrivateEndpointConnectionsClientWithBaseURI

func NewPrivateEndpointConnectionsClientWithBaseURI(baseURI string, subscriptionID string) PrivateEndpointConnectionsClient

NewPrivateEndpointConnectionsClientWithBaseURI creates an instance of the PrivateEndpointConnectionsClient 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 (PrivateEndpointConnectionsClient) Delete

func (client PrivateEndpointConnectionsClient) Delete(ctx context.Context, resourceGroupName string, workspaceName string, privateEndpointConnectionName string) (result autorest.Response, err error)

Delete deletes the specified private endpoint connection associated with the workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. privateEndpointConnectionName - the name of the private endpoint connection associated with the workspace

func (PrivateEndpointConnectionsClient) DeletePreparer

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

DeletePreparer prepares the Delete request.

func (PrivateEndpointConnectionsClient) DeleteResponder

func (client PrivateEndpointConnectionsClient) 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 (PrivateEndpointConnectionsClient) DeleteSender

func (client PrivateEndpointConnectionsClient) DeleteSender(req *http.Request) (*http.Response, error)

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

func (PrivateEndpointConnectionsClient) Get

func (client PrivateEndpointConnectionsClient) Get(ctx context.Context, resourceGroupName string, workspaceName string, privateEndpointConnectionName string) (result PrivateEndpointConnection, err error)

Get gets the specified private endpoint connection associated with the workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. privateEndpointConnectionName - the name of the private endpoint connection associated with the workspace

func (PrivateEndpointConnectionsClient) GetPreparer

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

GetPreparer prepares the Get request.

func (PrivateEndpointConnectionsClient) GetResponder

func (client PrivateEndpointConnectionsClient) GetResponder(resp *http.Response) (result PrivateEndpointConnection, err error)

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

func (PrivateEndpointConnectionsClient) GetSender

func (client PrivateEndpointConnectionsClient) 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 (PrivateEndpointConnectionsClient) Put

func (client PrivateEndpointConnectionsClient) Put(ctx context.Context, resourceGroupName string, workspaceName string, privateEndpointConnectionName string, properties PrivateEndpointConnection) (result PrivateEndpointConnection, err error)

Put update the state of specified private endpoint connection associated with the workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. privateEndpointConnectionName - the name of the private endpoint connection associated with the workspace properties - the private endpoint connection properties.

func (PrivateEndpointConnectionsClient) PutPreparer

func (client PrivateEndpointConnectionsClient) PutPreparer(ctx context.Context, resourceGroupName string, workspaceName string, privateEndpointConnectionName string, properties PrivateEndpointConnection) (*http.Request, error)

PutPreparer prepares the Put request.

func (PrivateEndpointConnectionsClient) PutResponder

func (client PrivateEndpointConnectionsClient) PutResponder(resp *http.Response) (result PrivateEndpointConnection, err error)

PutResponder handles the response to the Put request. The method always closes the http.Response Body.

func (PrivateEndpointConnectionsClient) PutSender

func (client PrivateEndpointConnectionsClient) PutSender(req *http.Request) (*http.Response, error)

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

type PrivateEndpointServiceConnectionStatus

type PrivateEndpointServiceConnectionStatus string

PrivateEndpointServiceConnectionStatus enumerates the values for private endpoint service connection status.

const (
	// Approved ...
	Approved PrivateEndpointServiceConnectionStatus = "Approved"
	// Disconnected ...
	Disconnected PrivateEndpointServiceConnectionStatus = "Disconnected"
	// Pending ...
	Pending PrivateEndpointServiceConnectionStatus = "Pending"
	// Rejected ...
	Rejected PrivateEndpointServiceConnectionStatus = "Rejected"
	// Timeout ...
	Timeout PrivateEndpointServiceConnectionStatus = "Timeout"
)

func PossiblePrivateEndpointServiceConnectionStatusValues

func PossiblePrivateEndpointServiceConnectionStatusValues() []PrivateEndpointServiceConnectionStatus

PossiblePrivateEndpointServiceConnectionStatusValues returns an array of possible values for the PrivateEndpointServiceConnectionStatus const type.

type PrivateLinkResource

type PrivateLinkResource struct {
	// PrivateLinkResourceProperties - Resource properties.
	*PrivateLinkResourceProperties `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"`
}

PrivateLinkResource a private link resource

func (PrivateLinkResource) MarshalJSON

func (plr PrivateLinkResource) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for PrivateLinkResource.

func (*PrivateLinkResource) UnmarshalJSON

func (plr *PrivateLinkResource) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for PrivateLinkResource struct.

type PrivateLinkResourceListResult

type PrivateLinkResourceListResult struct {
	autorest.Response `json:"-"`
	// Value - Array of private link resources
	Value *[]PrivateLinkResource `json:"value,omitempty"`
}

PrivateLinkResourceListResult a list of private link resources

type PrivateLinkResourceProperties

type PrivateLinkResourceProperties struct {
	// GroupID - READ-ONLY; The private link resource group id.
	GroupID *string `json:"groupId,omitempty"`
	// RequiredMembers - READ-ONLY; The private link resource required member names.
	RequiredMembers *[]string `json:"requiredMembers,omitempty"`
	// RequiredZoneNames - The private link resource Private link DNS zone name.
	RequiredZoneNames *[]string `json:"requiredZoneNames,omitempty"`
}

PrivateLinkResourceProperties properties of a private link resource.

func (PrivateLinkResourceProperties) MarshalJSON

func (plrp PrivateLinkResourceProperties) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for PrivateLinkResourceProperties.

type PrivateLinkResourcesClient

type PrivateLinkResourcesClient struct {
	BaseClient
}

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

func NewPrivateLinkResourcesClient

func NewPrivateLinkResourcesClient(subscriptionID string) PrivateLinkResourcesClient

NewPrivateLinkResourcesClient creates an instance of the PrivateLinkResourcesClient client.

func NewPrivateLinkResourcesClientWithBaseURI

func NewPrivateLinkResourcesClientWithBaseURI(baseURI string, subscriptionID string) PrivateLinkResourcesClient

NewPrivateLinkResourcesClientWithBaseURI creates an instance of the PrivateLinkResourcesClient 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 (PrivateLinkResourcesClient) ListByWorkspace

func (client PrivateLinkResourcesClient) ListByWorkspace(ctx context.Context, resourceGroupName string, workspaceName string) (result PrivateLinkResourceListResult, err error)

ListByWorkspace gets the private link resources that need to be created for a workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (PrivateLinkResourcesClient) ListByWorkspacePreparer

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

ListByWorkspacePreparer prepares the ListByWorkspace request.

func (PrivateLinkResourcesClient) ListByWorkspaceResponder

func (client PrivateLinkResourcesClient) ListByWorkspaceResponder(resp *http.Response) (result PrivateLinkResourceListResult, err error)

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

func (PrivateLinkResourcesClient) ListByWorkspaceSender

func (client PrivateLinkResourcesClient) 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.

type PrivateLinkServiceConnectionState

type PrivateLinkServiceConnectionState struct {
	// Status - Indicates whether the connection has been Approved/Rejected/Removed by the owner of the service. Possible values include: 'Pending', 'Approved', 'Rejected', 'Disconnected', 'Timeout'
	Status PrivateEndpointServiceConnectionStatus `json:"status,omitempty"`
	// Description - The reason for approval/rejection of the connection.
	Description *string `json:"description,omitempty"`
	// ActionsRequired - A message indicating if changes on the service provider require any updates on the consumer.
	ActionsRequired *string `json:"actionsRequired,omitempty"`
}

PrivateLinkServiceConnectionState a collection of information about the state of the connection between service consumer and provider.

type ProvisioningState

type ProvisioningState string

ProvisioningState enumerates the values for provisioning state.

const (
	// ProvisioningStateCanceled ...
	ProvisioningStateCanceled ProvisioningState = "Canceled"
	// ProvisioningStateCreating ...
	ProvisioningStateCreating ProvisioningState = "Creating"
	// ProvisioningStateDeleting ...
	ProvisioningStateDeleting ProvisioningState = "Deleting"
	// ProvisioningStateFailed ...
	ProvisioningStateFailed ProvisioningState = "Failed"
	// ProvisioningStateSucceeded ...
	ProvisioningStateSucceeded ProvisioningState = "Succeeded"
	// ProvisioningStateUnknown ...
	ProvisioningStateUnknown ProvisioningState = "Unknown"
	// ProvisioningStateUpdating ...
	ProvisioningStateUpdating 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 SharedPrivateLinkResource

type SharedPrivateLinkResource struct {
	// Name - Unique name of the private link.
	Name *string `json:"name,omitempty"`
	// SharedPrivateLinkResourceProperty - Resource properties.
	*SharedPrivateLinkResourceProperty `json:"properties,omitempty"`
}

SharedPrivateLinkResource ...

func (SharedPrivateLinkResource) MarshalJSON

func (splr SharedPrivateLinkResource) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for SharedPrivateLinkResource.

func (*SharedPrivateLinkResource) UnmarshalJSON

func (splr *SharedPrivateLinkResource) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for SharedPrivateLinkResource struct.

type SharedPrivateLinkResourceProperty

type SharedPrivateLinkResourceProperty struct {
	// PrivateLinkResourceID - The resource id that private link links to.
	PrivateLinkResourceID *string `json:"privateLinkResourceId,omitempty"`
	// GroupID - The private link resource group id.
	GroupID *string `json:"groupId,omitempty"`
	// RequestMessage - Request message.
	RequestMessage *string `json:"requestMessage,omitempty"`
	// Status - Indicates whether the connection has been Approved/Rejected/Removed by the owner of the service. Possible values include: 'Pending', 'Approved', 'Rejected', 'Disconnected', 'Timeout'
	Status PrivateEndpointServiceConnectionStatus `json:"status,omitempty"`
}

SharedPrivateLinkResourceProperty properties of a shared private link resource.

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: 'Status1Disabled', 'Status1Enabled'
	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 (
	// Status1Disabled ...
	Status1Disabled Status1 = "Disabled"
	// Status1Enabled ...
	Status1Enabled 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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	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

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

func (WorkspaceListResultIterator) Value

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

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: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Encryption - The encryption settings of Azure ML workspace.
	Encryption *EncryptionProperty `json:"encryption,omitempty"`
	// HbiWorkspace - The flag to signal HBI data in the workspace and reduce diagnostic data collected by the service
	HbiWorkspace *bool `json:"hbiWorkspace,omitempty"`
	// ServiceProvisionedResourceGroup - READ-ONLY; The name of the managed resource group created by workspace RP in customer subscription if the workspace is CMK workspace
	ServiceProvisionedResourceGroup *string `json:"serviceProvisionedResourceGroup,omitempty"`
	// PrivateLinkCount - READ-ONLY; Count of private connections in the workspace
	PrivateLinkCount *int32 `json:"privateLinkCount,omitempty"`
	// ImageBuildCompute - The compute name for image build
	ImageBuildCompute *string `json:"imageBuildCompute,omitempty"`
	// AllowPublicAccessWhenBehindVnet - The flag to indicate whether to allow public access when behind VNet.
	AllowPublicAccessWhenBehindVnet *bool `json:"allowPublicAccessWhenBehindVnet,omitempty"`
	// PrivateEndpointConnections - READ-ONLY; The list of private endpoint connections in the workspace.
	PrivateEndpointConnections *[]PrivateEndpointConnection `json:"privateEndpointConnections,omitempty"`
	// SharedPrivateLinkResources - The list of shared private link resources in this workspace.
	SharedPrivateLinkResources *[]SharedPrivateLinkResource `json:"sharedPrivateLinkResources,omitempty"`
	// NotebookInfo - READ-ONLY; The notebook info of Azure ML workspace.
	NotebookInfo *NotebookResourceInfo `json:"notebookInfo,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.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(WorkspacesClient) (Workspace, error)
}

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

func (*WorkspacesCreateOrUpdateFuture) UnmarshalJSON

func (future *WorkspacesCreateOrUpdateFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

type WorkspacesDeleteFuture

type WorkspacesDeleteFuture struct {
	azure.FutureAPI
	// Result returns the result of the asynchronous operation.
	// If the operation has not completed it will return an error.
	Result func(WorkspacesClient) (autorest.Response, error)
}

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

func (*WorkspacesDeleteFuture) UnmarshalJSON

func (future *WorkspacesDeleteFuture) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaller for CreateFuture.

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