machinelearningservices

package
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 Go to latest Published: Mar 21, 2022 License: MIT Imports: 10 Imported by: 51

Documentation

Overview

Package machinelearningservices implements the Azure ARM Machinelearningservices service API version 2021-04-01.

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 ACIServiceCreateRequest 

type ACIServiceCreateRequest struct {
	// ContainerResourceRequirements - The container resource requirements.
	ContainerResourceRequirements *ContainerResourceRequirements `json:"containerResourceRequirements,omitempty"`
	// AuthEnabled - Whether or not authentication is enabled on the service.
	AuthEnabled *bool `json:"authEnabled,omitempty"`
	// SslEnabled - Whether or not SSL is enabled.
	SslEnabled *bool `json:"sslEnabled,omitempty"`
	// AppInsightsEnabled - Whether or not Application Insights is enabled.
	AppInsightsEnabled *bool `json:"appInsightsEnabled,omitempty"`
	// DataCollection - Details of the data collection options specified.
	DataCollection *ACIServiceCreateRequestDataCollection `json:"dataCollection,omitempty"`
	// SslCertificate - The public SSL certificate in PEM format to use if SSL is enabled.
	SslCertificate *string `json:"sslCertificate,omitempty"`
	// SslKey - The public SSL key in PEM format for the certificate.
	SslKey *string `json:"sslKey,omitempty"`
	// Cname - The CName for the service.
	Cname *string `json:"cname,omitempty"`
	// DNSNameLabel - The Dns label for the service.
	DNSNameLabel *string `json:"dnsNameLabel,omitempty"`
	// VnetConfiguration - The virtual network configuration.
	VnetConfiguration *ACIServiceCreateRequestVnetConfiguration `json:"vnetConfiguration,omitempty"`
	// EncryptionProperties - The encryption properties.
	EncryptionProperties *ACIServiceCreateRequestEncryptionProperties `json:"encryptionProperties,omitempty"`
	// Description - The description of the service.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service properties dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// Keys - The authentication keys.
	Keys *CreateServiceRequestKeys `json:"keys,omitempty"`
	// EnvironmentImageRequest - The Environment, models and assets needed for inferencing.
	EnvironmentImageRequest *CreateServiceRequestEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// Location - The name of the Azure location/region.
	Location *string `json:"location,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest', 'ComputeTypeBasicCreateServiceRequestComputeTypeACI', 'ComputeTypeBasicCreateServiceRequestComputeTypeAKS', 'ComputeTypeBasicCreateServiceRequestComputeTypeCustom'
	ComputeType ComputeTypeBasicCreateServiceRequest `json:"computeType,omitempty"`
}

ACIServiceCreateRequest ...

func (ACIServiceCreateRequest) AsACIServiceCreateRequest 

func (ascr ACIServiceCreateRequest) AsACIServiceCreateRequest() (*ACIServiceCreateRequest, bool)

AsACIServiceCreateRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) AsAKSServiceCreateRequest 

func (ascr ACIServiceCreateRequest) AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)

AsAKSServiceCreateRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) AsBasicCreateEndpointVariantRequest 

func (ascr ACIServiceCreateRequest) AsBasicCreateEndpointVariantRequest() (BasicCreateEndpointVariantRequest, bool)

AsBasicCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) AsBasicCreateServiceRequest 

func (ascr ACIServiceCreateRequest) AsBasicCreateServiceRequest() (BasicCreateServiceRequest, bool)

AsBasicCreateServiceRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) AsCreateEndpointVariantRequest 

func (ascr ACIServiceCreateRequest) AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)

AsCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) AsCreateServiceRequest 

func (ascr ACIServiceCreateRequest) AsCreateServiceRequest() (*CreateServiceRequest, bool)

AsCreateServiceRequest is the BasicCreateServiceRequest implementation for ACIServiceCreateRequest.

func (ACIServiceCreateRequest) MarshalJSON 

func (ascr ACIServiceCreateRequest) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ACIServiceCreateRequest.

type ACIServiceCreateRequestDataCollection 

type ACIServiceCreateRequestDataCollection struct {
	// EventHubEnabled - Option for enabling/disabling Event Hub.
	EventHubEnabled *bool `json:"eventHubEnabled,omitempty"`
	// StorageEnabled - Option for enabling/disabling storage.
	StorageEnabled *bool `json:"storageEnabled,omitempty"`
}

ACIServiceCreateRequestDataCollection details of the data collection options specified.

type ACIServiceCreateRequestEncryptionProperties 

type ACIServiceCreateRequestEncryptionProperties struct {
	// VaultBaseURL - vault base Url
	VaultBaseURL *string `json:"vaultBaseUrl,omitempty"`
	// KeyName - Encryption Key name
	KeyName *string `json:"keyName,omitempty"`
	// KeyVersion - Encryption Key Version
	KeyVersion *string `json:"keyVersion,omitempty"`
}

ACIServiceCreateRequestEncryptionProperties the encryption properties.

type ACIServiceCreateRequestVnetConfiguration 

type ACIServiceCreateRequestVnetConfiguration struct {
	// VnetName - The name of the virtual network.
	VnetName *string `json:"vnetName,omitempty"`
	// SubnetName - The name of the virtual network subnet.
	SubnetName *string `json:"subnetName,omitempty"`
}

ACIServiceCreateRequestVnetConfiguration the virtual network configuration.

type ACIServiceResponse 

type ACIServiceResponse struct {
	// ContainerResourceRequirements - The container resource requirements.
	ContainerResourceRequirements *ContainerResourceRequirements `json:"containerResourceRequirements,omitempty"`
	// ScoringURI - READ-ONLY; The Uri for sending scoring requests.
	ScoringURI *string `json:"scoringUri,omitempty"`
	// Location - The name of the Azure location/region.
	Location *string `json:"location,omitempty"`
	// AuthEnabled - Whether or not authentication is enabled on the service.
	AuthEnabled *bool `json:"authEnabled,omitempty"`
	// SslEnabled - Whether or not SSL is enabled.
	SslEnabled *bool `json:"sslEnabled,omitempty"`
	// AppInsightsEnabled - Whether or not Application Insights is enabled.
	AppInsightsEnabled *bool `json:"appInsightsEnabled,omitempty"`
	// DataCollection - Details of the data collection options specified.
	DataCollection *ACIServiceResponseDataCollection `json:"dataCollection,omitempty"`
	// SslCertificate - The public SSL certificate in PEM format to use if SSL is enabled.
	SslCertificate *string `json:"sslCertificate,omitempty"`
	// SslKey - The public SSL key in PEM format for the certificate.
	SslKey *string `json:"sslKey,omitempty"`
	// Cname - The CName for the service.
	Cname *string `json:"cname,omitempty"`
	// PublicIP - The public IP address for the service.
	PublicIP *string `json:"publicIp,omitempty"`
	// PublicFqdn - The public Fqdn for the service.
	PublicFqdn *string `json:"publicFqdn,omitempty"`
	// SwaggerURI - READ-ONLY; The Uri for sending swagger requests.
	SwaggerURI *string `json:"swaggerUri,omitempty"`
	// ModelConfigMap - READ-ONLY; Details on the models and configurations.
	ModelConfigMap map[string]interface{} `json:"modelConfigMap"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// EnvironmentImageRequest - The Environment, models and assets used for inferencing.
	EnvironmentImageRequest *ACIServiceResponseEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// VnetConfiguration - The virtual network configuration.
	VnetConfiguration *ACIServiceResponseVnetConfiguration `json:"vnetConfiguration,omitempty"`
	// EncryptionProperties - The encryption properties.
	EncryptionProperties *ACIServiceResponseEncryptionProperties `json:"encryptionProperties,omitempty"`
	// Description - The service description.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service property dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// State - READ-ONLY; The current state of the service. Possible values include: 'WebServiceStateTransitioning', 'WebServiceStateHealthy', 'WebServiceStateUnhealthy', 'WebServiceStateFailed', 'WebServiceStateUnschedulable'
	State WebServiceState `json:"state,omitempty"`
	// Error - READ-ONLY; The error details.
	Error *ServiceResponseBaseError `json:"error,omitempty"`
	// DeploymentType - The deployment type for the service. Possible values include: 'DeploymentTypeGRPCRealtimeEndpoint', 'DeploymentTypeHTTPRealtimeEndpoint', 'DeploymentTypeBatch'
	DeploymentType DeploymentType `json:"deploymentType,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase', 'ComputeTypeBasicServiceResponseBaseComputeTypeACI', 'ComputeTypeBasicServiceResponseBaseComputeTypeCustom', 'ComputeTypeBasicServiceResponseBaseComputeTypeAKS'
	ComputeType ComputeTypeBasicServiceResponseBase `json:"computeType,omitempty"`
}

ACIServiceResponse the response for an ACI service.

func (ACIServiceResponse) AsACIServiceResponse 

func (asr ACIServiceResponse) AsACIServiceResponse() (*ACIServiceResponse, bool)

AsACIServiceResponse is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) AsAKSServiceResponse 

func (asr ACIServiceResponse) AsAKSServiceResponse() (*AKSServiceResponse, bool)

AsAKSServiceResponse is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) AsAKSVariantResponse 

func (asr ACIServiceResponse) AsAKSVariantResponse() (*AKSVariantResponse, bool)

AsAKSVariantResponse is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) AsBasicAKSVariantResponse 

func (asr ACIServiceResponse) AsBasicAKSVariantResponse() (BasicAKSVariantResponse, bool)

AsBasicAKSVariantResponse is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) AsBasicServiceResponseBase 

func (asr ACIServiceResponse) AsBasicServiceResponseBase() (BasicServiceResponseBase, bool)

AsBasicServiceResponseBase is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) AsServiceResponseBase 

func (asr ACIServiceResponse) AsServiceResponseBase() (*ServiceResponseBase, bool)

AsServiceResponseBase is the BasicServiceResponseBase implementation for ACIServiceResponse.

func (ACIServiceResponse) MarshalJSON 

func (asr ACIServiceResponse) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ACIServiceResponse.

type ACIServiceResponseDataCollection 

type ACIServiceResponseDataCollection struct {
	// EventHubEnabled - Option for enabling/disabling Event Hub.
	EventHubEnabled *bool `json:"eventHubEnabled,omitempty"`
	// StorageEnabled - Option for enabling/disabling storage.
	StorageEnabled *bool `json:"storageEnabled,omitempty"`
}

ACIServiceResponseDataCollection details of the data collection options specified.

type ACIServiceResponseEncryptionProperties 

type ACIServiceResponseEncryptionProperties struct {
	// VaultBaseURL - vault base Url
	VaultBaseURL *string `json:"vaultBaseUrl,omitempty"`
	// KeyName - Encryption Key name
	KeyName *string `json:"keyName,omitempty"`
	// KeyVersion - Encryption Key Version
	KeyVersion *string `json:"keyVersion,omitempty"`
}

ACIServiceResponseEncryptionProperties the encryption properties.

type ACIServiceResponseEnvironmentImageRequest 

type ACIServiceResponseEnvironmentImageRequest struct {
	// DriverProgram - The name of the driver file.
	DriverProgram *string `json:"driverProgram,omitempty"`
	// Assets - The list of assets.
	Assets *[]ImageAsset `json:"assets,omitempty"`
	// ModelIds - The list of model Ids.
	ModelIds *[]string `json:"modelIds,omitempty"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// Environment - The details of the AZURE ML environment.
	Environment *EnvironmentImageResponseEnvironment `json:"environment,omitempty"`
	// EnvironmentReference - The unique identifying details of the AZURE ML environment.
	EnvironmentReference *EnvironmentImageResponseEnvironmentReference `json:"environmentReference,omitempty"`
}

ACIServiceResponseEnvironmentImageRequest the Environment, models and assets used for inferencing.

type ACIServiceResponseVnetConfiguration 

type ACIServiceResponseVnetConfiguration struct {
	// VnetName - The name of the virtual network.
	VnetName *string `json:"vnetName,omitempty"`
	// SubnetName - The name of the virtual network subnet.
	SubnetName *string `json:"subnetName,omitempty"`
}

ACIServiceResponseVnetConfiguration the virtual network configuration.

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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (a AKS) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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"`
	// ClusterPurpose - Intended usage of the cluster. Possible values include: 'ClusterPurposeFastProd', 'ClusterPurposeDenseProd', 'ClusterPurposeDevTest'
	ClusterPurpose ClusterPurpose `json:"clusterPurpose,omitempty"`
	// SslConfiguration - SSL configuration
	SslConfiguration *SslConfiguration `json:"sslConfiguration,omitempty"`
	// AksNetworkingConfiguration - AKS networking configuration for vnet
	AksNetworkingConfiguration *AksNetworkingConfiguration `json:"aksNetworkingConfiguration,omitempty"`
	// LoadBalancerType - Load Balancer Type. Possible values include: 'LoadBalancerTypePublicIP', 'LoadBalancerTypeInternalLoadBalancer'
	LoadBalancerType LoadBalancerType `json:"loadBalancerType,omitempty"`
	// LoadBalancerSubnet - Load Balancer Subnet
	LoadBalancerSubnet *string `json:"loadBalancerSubnet,omitempty"`
}

AKSProperties AKS properties

func (AKSProperties) MarshalJSON 

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

MarshalJSON is the custom marshaler for AKSProperties.

type AKSReplicaStatus 

type AKSReplicaStatus struct {
	// DesiredReplicas - The desired number of replicas.
	DesiredReplicas *int32 `json:"desiredReplicas,omitempty"`
	// UpdatedReplicas - The number of updated replicas.
	UpdatedReplicas *int32 `json:"updatedReplicas,omitempty"`
	// AvailableReplicas - The number of available replicas.
	AvailableReplicas *int32 `json:"availableReplicas,omitempty"`
	// Error - The error details.
	Error *AKSReplicaStatusError `json:"error,omitempty"`
}

AKSReplicaStatus ...

type AKSReplicaStatusError 

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

AKSReplicaStatusError the error details.

func (AKSReplicaStatusError) MarshalJSON 

func (ars AKSReplicaStatusError) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKSReplicaStatusError.

type AKSServiceCreateRequest 

type AKSServiceCreateRequest struct {
	// NumReplicas - The number of replicas on the cluster.
	NumReplicas *int32 `json:"numReplicas,omitempty"`
	// DataCollection - Details of the data collection options specified.
	DataCollection *AKSServiceCreateRequestDataCollection `json:"dataCollection,omitempty"`
	// ComputeName - The name of the compute resource.
	ComputeName *string `json:"computeName,omitempty"`
	// AppInsightsEnabled - Whether or not Application Insights is enabled.
	AppInsightsEnabled *bool `json:"appInsightsEnabled,omitempty"`
	// AutoScaler - The auto scaler properties.
	AutoScaler *AKSServiceCreateRequestAutoScaler `json:"autoScaler,omitempty"`
	// ContainerResourceRequirements - The container resource requirements.
	ContainerResourceRequirements *ContainerResourceRequirements `json:"containerResourceRequirements,omitempty"`
	// MaxConcurrentRequestsPerContainer - The maximum number of concurrent requests per container.
	MaxConcurrentRequestsPerContainer *int32 `json:"maxConcurrentRequestsPerContainer,omitempty"`
	// MaxQueueWaitMs - Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
	MaxQueueWaitMs *int32 `json:"maxQueueWaitMs,omitempty"`
	// Namespace - Kubernetes namespace for the service.
	Namespace *string `json:"namespace,omitempty"`
	// ScoringTimeoutMs - The scoring timeout in milliseconds.
	ScoringTimeoutMs *int32 `json:"scoringTimeoutMs,omitempty"`
	// AuthEnabled - Whether or not authentication is enabled.
	AuthEnabled *bool `json:"authEnabled,omitempty"`
	// LivenessProbeRequirements - The liveness probe requirements.
	LivenessProbeRequirements *AKSServiceCreateRequestLivenessProbeRequirements `json:"livenessProbeRequirements,omitempty"`
	// AadAuthEnabled - Whether or not AAD authentication is enabled.
	AadAuthEnabled *bool `json:"aadAuthEnabled,omitempty"`
	// IsDefault - Is this the default variant.
	IsDefault *bool `json:"isDefault,omitempty"`
	// TrafficPercentile - The amount of traffic variant receives.
	TrafficPercentile *float64 `json:"trafficPercentile,omitempty"`
	// Type - The type of the variant. Possible values include: 'VariantTypeControl', 'VariantTypeTreatment'
	Type VariantType `json:"type,omitempty"`
	// Description - The description of the service.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service properties dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// Keys - The authentication keys.
	Keys *CreateServiceRequestKeys `json:"keys,omitempty"`
	// EnvironmentImageRequest - The Environment, models and assets needed for inferencing.
	EnvironmentImageRequest *CreateServiceRequestEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// Location - The name of the Azure location/region.
	Location *string `json:"location,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest', 'ComputeTypeBasicCreateServiceRequestComputeTypeACI', 'ComputeTypeBasicCreateServiceRequestComputeTypeAKS', 'ComputeTypeBasicCreateServiceRequestComputeTypeCustom'
	ComputeType ComputeTypeBasicCreateServiceRequest `json:"computeType,omitempty"`
}

AKSServiceCreateRequest the request to create an AKS service.

func (AKSServiceCreateRequest) AsACIServiceCreateRequest 

func (ascr AKSServiceCreateRequest) AsACIServiceCreateRequest() (*ACIServiceCreateRequest, bool)

AsACIServiceCreateRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) AsAKSServiceCreateRequest 

func (ascr AKSServiceCreateRequest) AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)

AsAKSServiceCreateRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) AsBasicCreateEndpointVariantRequest 

func (ascr AKSServiceCreateRequest) AsBasicCreateEndpointVariantRequest() (BasicCreateEndpointVariantRequest, bool)

AsBasicCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) AsBasicCreateServiceRequest 

func (ascr AKSServiceCreateRequest) AsBasicCreateServiceRequest() (BasicCreateServiceRequest, bool)

AsBasicCreateServiceRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) AsCreateEndpointVariantRequest 

func (ascr AKSServiceCreateRequest) AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)

AsCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) AsCreateServiceRequest 

func (ascr AKSServiceCreateRequest) AsCreateServiceRequest() (*CreateServiceRequest, bool)

AsCreateServiceRequest is the BasicCreateServiceRequest implementation for AKSServiceCreateRequest.

func (AKSServiceCreateRequest) MarshalJSON 

func (ascr AKSServiceCreateRequest) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKSServiceCreateRequest.

type AKSServiceCreateRequestAutoScaler 

type AKSServiceCreateRequestAutoScaler struct {
	// AutoscaleEnabled - Option to enable/disable auto scaling.
	AutoscaleEnabled *bool `json:"autoscaleEnabled,omitempty"`
	// MinReplicas - The minimum number of replicas to scale down to.
	MinReplicas *int32 `json:"minReplicas,omitempty"`
	// MaxReplicas - The maximum number of replicas in the cluster.
	MaxReplicas *int32 `json:"maxReplicas,omitempty"`
	// TargetUtilization - The target utilization percentage to use for determining whether to scale the cluster.
	TargetUtilization *int32 `json:"targetUtilization,omitempty"`
	// RefreshPeriodInSeconds - The amount of seconds to wait between auto scale updates.
	RefreshPeriodInSeconds *int32 `json:"refreshPeriodInSeconds,omitempty"`
}

AKSServiceCreateRequestAutoScaler the auto scaler properties.

type AKSServiceCreateRequestDataCollection 

type AKSServiceCreateRequestDataCollection struct {
	// EventHubEnabled - Option for enabling/disabling Event Hub.
	EventHubEnabled *bool `json:"eventHubEnabled,omitempty"`
	// StorageEnabled - Option for enabling/disabling storage.
	StorageEnabled *bool `json:"storageEnabled,omitempty"`
}

AKSServiceCreateRequestDataCollection details of the data collection options specified.

type AKSServiceCreateRequestLivenessProbeRequirements 

type AKSServiceCreateRequestLivenessProbeRequirements struct {
	// FailureThreshold - The number of failures to allow before returning an unhealthy status.
	FailureThreshold *int32 `json:"failureThreshold,omitempty"`
	// SuccessThreshold - The number of successful probes before returning a healthy status.
	SuccessThreshold *int32 `json:"successThreshold,omitempty"`
	// TimeoutSeconds - The probe timeout in seconds.
	TimeoutSeconds *int32 `json:"timeoutSeconds,omitempty"`
	// PeriodSeconds - The length of time between probes in seconds.
	PeriodSeconds *int32 `json:"periodSeconds,omitempty"`
	// InitialDelaySeconds - The delay before the first probe in seconds.
	InitialDelaySeconds *int32 `json:"initialDelaySeconds,omitempty"`
}

AKSServiceCreateRequestLivenessProbeRequirements the liveness probe requirements.

type AKSServiceResponse 

type AKSServiceResponse struct {
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// ContainerResourceRequirements - The container resource requirements.
	ContainerResourceRequirements *ContainerResourceRequirements `json:"containerResourceRequirements,omitempty"`
	// MaxConcurrentRequestsPerContainer - The maximum number of concurrent requests per container.
	MaxConcurrentRequestsPerContainer *int32 `json:"maxConcurrentRequestsPerContainer,omitempty"`
	// MaxQueueWaitMs - Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
	MaxQueueWaitMs *int32 `json:"maxQueueWaitMs,omitempty"`
	// ComputeName - The name of the compute resource.
	ComputeName *string `json:"computeName,omitempty"`
	// Namespace - The Kubernetes namespace of the deployment.
	Namespace *string `json:"namespace,omitempty"`
	// NumReplicas - The number of replicas on the cluster.
	NumReplicas *int32 `json:"numReplicas,omitempty"`
	// DataCollection - Details of the data collection options specified.
	DataCollection *AKSServiceResponseDataCollection `json:"dataCollection,omitempty"`
	// AppInsightsEnabled - Whether or not Application Insights is enabled.
	AppInsightsEnabled *bool `json:"appInsightsEnabled,omitempty"`
	// AutoScaler - The auto scaler properties.
	AutoScaler *AKSServiceResponseAutoScaler `json:"autoScaler,omitempty"`
	// ScoringURI - READ-ONLY; The Uri for sending scoring requests.
	ScoringURI *string `json:"scoringUri,omitempty"`
	// DeploymentStatus - READ-ONLY; The deployment status.
	DeploymentStatus *AKSServiceResponseDeploymentStatus `json:"deploymentStatus,omitempty"`
	// ScoringTimeoutMs - The scoring timeout in milliseconds.
	ScoringTimeoutMs *int32 `json:"scoringTimeoutMs,omitempty"`
	// LivenessProbeRequirements - The liveness probe requirements.
	LivenessProbeRequirements *AKSServiceResponseLivenessProbeRequirements `json:"livenessProbeRequirements,omitempty"`
	// AuthEnabled - Whether or not authentication is enabled.
	AuthEnabled *bool `json:"authEnabled,omitempty"`
	// AadAuthEnabled - Whether or not AAD authentication is enabled.
	AadAuthEnabled *bool `json:"aadAuthEnabled,omitempty"`
	// SwaggerURI - READ-ONLY; The Uri for sending swagger requests.
	SwaggerURI *string `json:"swaggerUri,omitempty"`
	// ModelConfigMap - READ-ONLY; Details on the models and configurations.
	ModelConfigMap map[string]interface{} `json:"modelConfigMap"`
	// EnvironmentImageRequest - The Environment, models and assets used for inferencing.
	EnvironmentImageRequest *AKSServiceResponseEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// IsDefault - Is this the default variant.
	IsDefault *bool `json:"isDefault,omitempty"`
	// TrafficPercentile - The amount of traffic variant receives.
	TrafficPercentile *float64 `json:"trafficPercentile,omitempty"`
	// Type - The type of the variant. Possible values include: 'VariantTypeControl', 'VariantTypeTreatment'
	Type VariantType `json:"type,omitempty"`
	// Description - The service description.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service property dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// State - READ-ONLY; The current state of the service. Possible values include: 'WebServiceStateTransitioning', 'WebServiceStateHealthy', 'WebServiceStateUnhealthy', 'WebServiceStateFailed', 'WebServiceStateUnschedulable'
	State WebServiceState `json:"state,omitempty"`
	// Error - READ-ONLY; The error details.
	Error *ServiceResponseBaseError `json:"error,omitempty"`
	// DeploymentType - The deployment type for the service. Possible values include: 'DeploymentTypeGRPCRealtimeEndpoint', 'DeploymentTypeHTTPRealtimeEndpoint', 'DeploymentTypeBatch'
	DeploymentType DeploymentType `json:"deploymentType,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase', 'ComputeTypeBasicServiceResponseBaseComputeTypeACI', 'ComputeTypeBasicServiceResponseBaseComputeTypeCustom', 'ComputeTypeBasicServiceResponseBaseComputeTypeAKS'
	ComputeType ComputeTypeBasicServiceResponseBase `json:"computeType,omitempty"`
}

AKSServiceResponse the response for an AKS service.

func (AKSServiceResponse) AsACIServiceResponse 

func (asr AKSServiceResponse) AsACIServiceResponse() (*ACIServiceResponse, bool)

AsACIServiceResponse is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) AsAKSServiceResponse 

func (asr AKSServiceResponse) AsAKSServiceResponse() (*AKSServiceResponse, bool)

AsAKSServiceResponse is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) AsAKSVariantResponse 

func (asr AKSServiceResponse) AsAKSVariantResponse() (*AKSVariantResponse, bool)

AsAKSVariantResponse is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) AsBasicAKSVariantResponse 

func (asr AKSServiceResponse) AsBasicAKSVariantResponse() (BasicAKSVariantResponse, bool)

AsBasicAKSVariantResponse is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) AsBasicServiceResponseBase 

func (asr AKSServiceResponse) AsBasicServiceResponseBase() (BasicServiceResponseBase, bool)

AsBasicServiceResponseBase is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) AsServiceResponseBase 

func (asr AKSServiceResponse) AsServiceResponseBase() (*ServiceResponseBase, bool)

AsServiceResponseBase is the BasicServiceResponseBase implementation for AKSServiceResponse.

func (AKSServiceResponse) MarshalJSON 

func (asr AKSServiceResponse) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKSServiceResponse.

type AKSServiceResponseAutoScaler 

type AKSServiceResponseAutoScaler struct {
	// AutoscaleEnabled - Option to enable/disable auto scaling.
	AutoscaleEnabled *bool `json:"autoscaleEnabled,omitempty"`
	// MinReplicas - The minimum number of replicas to scale down to.
	MinReplicas *int32 `json:"minReplicas,omitempty"`
	// MaxReplicas - The maximum number of replicas in the cluster.
	MaxReplicas *int32 `json:"maxReplicas,omitempty"`
	// TargetUtilization - The target utilization percentage to use for determining whether to scale the cluster.
	TargetUtilization *int32 `json:"targetUtilization,omitempty"`
	// RefreshPeriodInSeconds - The amount of seconds to wait between auto scale updates.
	RefreshPeriodInSeconds *int32 `json:"refreshPeriodInSeconds,omitempty"`
}

AKSServiceResponseAutoScaler the auto scaler properties.

type AKSServiceResponseDataCollection 

type AKSServiceResponseDataCollection struct {
	// EventHubEnabled - Option for enabling/disabling Event Hub.
	EventHubEnabled *bool `json:"eventHubEnabled,omitempty"`
	// StorageEnabled - Option for enabling/disabling storage.
	StorageEnabled *bool `json:"storageEnabled,omitempty"`
}

AKSServiceResponseDataCollection details of the data collection options specified.

type AKSServiceResponseDeploymentStatus 

type AKSServiceResponseDeploymentStatus struct {
	// DesiredReplicas - The desired number of replicas.
	DesiredReplicas *int32 `json:"desiredReplicas,omitempty"`
	// UpdatedReplicas - The number of updated replicas.
	UpdatedReplicas *int32 `json:"updatedReplicas,omitempty"`
	// AvailableReplicas - The number of available replicas.
	AvailableReplicas *int32 `json:"availableReplicas,omitempty"`
	// Error - The error details.
	Error *AKSReplicaStatusError `json:"error,omitempty"`
}

AKSServiceResponseDeploymentStatus the deployment status.

type AKSServiceResponseEnvironmentImageRequest 

type AKSServiceResponseEnvironmentImageRequest struct {
	// DriverProgram - The name of the driver file.
	DriverProgram *string `json:"driverProgram,omitempty"`
	// Assets - The list of assets.
	Assets *[]ImageAsset `json:"assets,omitempty"`
	// ModelIds - The list of model Ids.
	ModelIds *[]string `json:"modelIds,omitempty"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// Environment - The details of the AZURE ML environment.
	Environment *EnvironmentImageResponseEnvironment `json:"environment,omitempty"`
	// EnvironmentReference - The unique identifying details of the AZURE ML environment.
	EnvironmentReference *EnvironmentImageResponseEnvironmentReference `json:"environmentReference,omitempty"`
}

AKSServiceResponseEnvironmentImageRequest the Environment, models and assets used for inferencing.

type AKSServiceResponseLivenessProbeRequirements 

type AKSServiceResponseLivenessProbeRequirements struct {
	// FailureThreshold - The number of failures to allow before returning an unhealthy status.
	FailureThreshold *int32 `json:"failureThreshold,omitempty"`
	// SuccessThreshold - The number of successful probes before returning a healthy status.
	SuccessThreshold *int32 `json:"successThreshold,omitempty"`
	// TimeoutSeconds - The probe timeout in seconds.
	TimeoutSeconds *int32 `json:"timeoutSeconds,omitempty"`
	// PeriodSeconds - The length of time between probes in seconds.
	PeriodSeconds *int32 `json:"periodSeconds,omitempty"`
	// InitialDelaySeconds - The delay before the first probe in seconds.
	InitialDelaySeconds *int32 `json:"initialDelaySeconds,omitempty"`
}

AKSServiceResponseLivenessProbeRequirements the liveness probe requirements.

type AKSVariantResponse 

type AKSVariantResponse struct {
	// IsDefault - Is this the default variant.
	IsDefault *bool `json:"isDefault,omitempty"`
	// TrafficPercentile - The amount of traffic variant receives.
	TrafficPercentile *float64 `json:"trafficPercentile,omitempty"`
	// Type - The type of the variant. Possible values include: 'VariantTypeControl', 'VariantTypeTreatment'
	Type VariantType `json:"type,omitempty"`
	// Description - The service description.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service property dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// State - READ-ONLY; The current state of the service. Possible values include: 'WebServiceStateTransitioning', 'WebServiceStateHealthy', 'WebServiceStateUnhealthy', 'WebServiceStateFailed', 'WebServiceStateUnschedulable'
	State WebServiceState `json:"state,omitempty"`
	// Error - READ-ONLY; The error details.
	Error *ServiceResponseBaseError `json:"error,omitempty"`
	// DeploymentType - The deployment type for the service. Possible values include: 'DeploymentTypeGRPCRealtimeEndpoint', 'DeploymentTypeHTTPRealtimeEndpoint', 'DeploymentTypeBatch'
	DeploymentType DeploymentType `json:"deploymentType,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase', 'ComputeTypeBasicServiceResponseBaseComputeTypeACI', 'ComputeTypeBasicServiceResponseBaseComputeTypeCustom', 'ComputeTypeBasicServiceResponseBaseComputeTypeAKS'
	ComputeType ComputeTypeBasicServiceResponseBase `json:"computeType,omitempty"`
}

AKSVariantResponse the response for an AKS variant.

func (AKSVariantResponse) AsACIServiceResponse 

func (avr AKSVariantResponse) AsACIServiceResponse() (*ACIServiceResponse, bool)

AsACIServiceResponse is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) AsAKSServiceResponse 

func (avr AKSVariantResponse) AsAKSServiceResponse() (*AKSServiceResponse, bool)

AsAKSServiceResponse is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) AsAKSVariantResponse 

func (avr AKSVariantResponse) AsAKSVariantResponse() (*AKSVariantResponse, bool)

AsAKSVariantResponse is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) AsBasicAKSVariantResponse 

func (avr AKSVariantResponse) AsBasicAKSVariantResponse() (BasicAKSVariantResponse, bool)

AsBasicAKSVariantResponse is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) AsBasicServiceResponseBase 

func (avr AKSVariantResponse) AsBasicServiceResponseBase() (BasicServiceResponseBase, bool)

AsBasicServiceResponseBase is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) AsServiceResponseBase 

func (avr AKSVariantResponse) AsServiceResponseBase() (*ServiceResponseBase, bool)

AsServiceResponseBase is the BasicServiceResponseBase implementation for AKSVariantResponse.

func (AKSVariantResponse) MarshalJSON 

func (avr AKSVariantResponse) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for AKSVariantResponse.

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 (
	// AllocationStateResizing ...
	AllocationStateResizing AllocationState = "Resizing"
	// AllocationStateSteady ...
	AllocationStateSteady 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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (ac AmlCompute) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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: 'NodeStateIdle', 'NodeStateRunning', 'NodeStatePreparing', 'NodeStateUnusable', 'NodeStateLeaving', 'NodeStatePreempted'
	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.

func (AmlComputeNodeInformation) MarshalJSON 

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

MarshalJSON is the custom marshaler for AmlComputeNodeInformation.

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) IsEmpty 

func (acni AmlComputeNodesInformation) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

func (AmlComputeNodesInformation) MarshalJSON 

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

MarshalJSON is the custom marshaler for AmlComputeNodesInformation.

type AmlComputeNodesInformationIterator 

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

AmlComputeNodesInformationIterator provides access to a complete listing of AmlComputeNodeInformation values.

func NewAmlComputeNodesInformationIterator 

func NewAmlComputeNodesInformationIterator(page AmlComputeNodesInformationPage) AmlComputeNodesInformationIterator

Creates a new instance of the AmlComputeNodesInformationIterator type.

func (*AmlComputeNodesInformationIterator) Next 

func (iter *AmlComputeNodesInformationIterator) 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 (*AmlComputeNodesInformationIterator) NextWithContext 

func (iter *AmlComputeNodesInformationIterator) 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 (AmlComputeNodesInformationIterator) NotDone 

func (iter AmlComputeNodesInformationIterator) NotDone() bool

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

func (AmlComputeNodesInformationIterator) Response 

func (iter AmlComputeNodesInformationIterator) Response() AmlComputeNodesInformation

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

func (AmlComputeNodesInformationIterator) Value 

func (iter AmlComputeNodesInformationIterator) Value() AmlComputeNodeInformation

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

type AmlComputeNodesInformationPage 

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

AmlComputeNodesInformationPage contains a page of AmlComputeNodeInformation values.

func NewAmlComputeNodesInformationPage 

func NewAmlComputeNodesInformationPage(cur AmlComputeNodesInformation, getNextPage func(context.Context, AmlComputeNodesInformation) (AmlComputeNodesInformation, error)) AmlComputeNodesInformationPage

Creates a new instance of the AmlComputeNodesInformationPage type.

func (*AmlComputeNodesInformationPage) Next 

func (page *AmlComputeNodesInformationPage) 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 (*AmlComputeNodesInformationPage) NextWithContext 

func (page *AmlComputeNodesInformationPage) 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 (AmlComputeNodesInformationPage) NotDone 

func (page AmlComputeNodesInformationPage) NotDone() bool

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

func (AmlComputeNodesInformationPage) Response 

func (page AmlComputeNodesInformationPage) Response() AmlComputeNodesInformation

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

func (AmlComputeNodesInformationPage) Values 

func (page AmlComputeNodesInformationPage) Values() []AmlComputeNodeInformation

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

type AmlComputeProperties 

type AmlComputeProperties struct {
	// OsType - Compute OS Type. Possible values include: 'OsTypeLinux', 'OsTypeWindows'
	OsType OsType `json:"osType,omitempty"`
	// VMSize - Virtual Machine Size
	VMSize *string `json:"vmSize,omitempty"`
	// VMPriority - Virtual Machine priority. Possible values include: 'VMPriorityDedicated', 'VMPriorityLowPriority'
	VMPriority VMPriority `json:"vmPriority,omitempty"`
	// VirtualMachineImage - Virtual Machine image for AML Compute - windows only
	VirtualMachineImage *VirtualMachineImage `json:"virtualMachineImage,omitempty"`
	// IsolatedNetwork - Network is isolated or not
	IsolatedNetwork *bool `json:"isolatedNetwork,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: 'AllocationStateSteady', 'AllocationStateResizing'
	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"`
	// EnableNodePublicIP - Enable or disable node public IP address provisioning. Possible values are: Possible values are: true - Indicates that the compute nodes will have public IPs provisioned. false - Indicates that the compute nodes will have a private endpoint and no public IPs.
	EnableNodePublicIP *bool `json:"enableNodePublicIp,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 ApplicationSharingPolicy 

type ApplicationSharingPolicy string

ApplicationSharingPolicy enumerates the values for application sharing policy. 

const (
	// ApplicationSharingPolicyPersonal ...
	ApplicationSharingPolicyPersonal ApplicationSharingPolicy = "Personal"
	// ApplicationSharingPolicyShared ...
	ApplicationSharingPolicyShared ApplicationSharingPolicy = "Shared"
)

func PossibleApplicationSharingPolicyValues 

func PossibleApplicationSharingPolicyValues() []ApplicationSharingPolicy

PossibleApplicationSharingPolicyValues returns an array of possible values for the ApplicationSharingPolicy const type.

type AssignedUser 

type AssignedUser struct {
	// ObjectID - User’s AAD Object Id.
	ObjectID *string `json:"objectId,omitempty"`
	// TenantID - User’s AAD Tenant Id.
	TenantID *string `json:"tenantId,omitempty"`
}

AssignedUser a user that can be assigned to a compute instance.

type AuthKeys 

type AuthKeys struct {
	// PrimaryKey - The primary key.
	PrimaryKey *string `json:"primaryKey,omitempty"`
	// SecondaryKey - The secondary key.
	SecondaryKey *string `json:"secondaryKey,omitempty"`
}

AuthKeys ...

type AutoPauseProperties 

type AutoPauseProperties struct {
	DelayInMinutes *int32 `json:"delayInMinutes,omitempty"`
	Enabled        *bool  `json:"enabled,omitempty"`
}

AutoPauseProperties auto pause properties

type AutoScaleProperties 

type AutoScaleProperties struct {
	MinNodeCount *int32 `json:"minNodeCount,omitempty"`
	Enabled      *bool  `json:"enabled,omitempty"`
	MaxNodeCount *int32 `json:"maxNodeCount,omitempty"`
}

AutoScaleProperties auto scale properties

type AutoScaler 

type AutoScaler struct {
	// AutoscaleEnabled - Option to enable/disable auto scaling.
	AutoscaleEnabled *bool `json:"autoscaleEnabled,omitempty"`
	// MinReplicas - The minimum number of replicas to scale down to.
	MinReplicas *int32 `json:"minReplicas,omitempty"`
	// MaxReplicas - The maximum number of replicas in the cluster.
	MaxReplicas *int32 `json:"maxReplicas,omitempty"`
	// TargetUtilization - The target utilization percentage to use for determining whether to scale the cluster.
	TargetUtilization *int32 `json:"targetUtilization,omitempty"`
	// RefreshPeriodInSeconds - The amount of seconds to wait between auto scale updates.
	RefreshPeriodInSeconds *int32 `json:"refreshPeriodInSeconds,omitempty"`
}

AutoScaler the Auto Scaler properties.

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).

type BasicAKSVariantResponse 

type BasicAKSVariantResponse interface {
	AsAKSServiceResponse() (*AKSServiceResponse, bool)
	AsAKSVariantResponse() (*AKSVariantResponse, bool)
}

BasicAKSVariantResponse the response for an AKS variant.

type BasicCompute 

type BasicCompute interface {
	AsAKS() (*AKS, bool)
	AsAmlCompute() (*AmlCompute, bool)
	AsComputeInstance() (*ComputeInstance, 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 BasicCreateEndpointVariantRequest 

type BasicCreateEndpointVariantRequest interface {
	AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)
	AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)
}

BasicCreateEndpointVariantRequest the Variant properties.

type BasicCreateServiceRequest 

type BasicCreateServiceRequest interface {
	AsACIServiceCreateRequest() (*ACIServiceCreateRequest, bool)
	AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)
	AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)
	AsBasicCreateEndpointVariantRequest() (BasicCreateEndpointVariantRequest, bool)
	AsCreateServiceRequest() (*CreateServiceRequest, bool)
}

BasicCreateServiceRequest the base class for creating a service.

type BasicServiceResponseBase 

type BasicServiceResponseBase interface {
	AsACIServiceResponse() (*ACIServiceResponse, bool)
	AsAKSVariantResponse() (*AKSVariantResponse, bool)
	AsBasicAKSVariantResponse() (BasicAKSVariantResponse, bool)
	AsAKSServiceResponse() (*AKSServiceResponse, bool)
	AsServiceResponseBase() (*ServiceResponseBase, bool)
}

BasicServiceResponseBase the base service response. The correct inherited response based on computeType will be returned (ex. ACIServiceResponse)

type Client 

type Client struct {
	BaseClient
}

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

func NewClient 

func NewClient(subscriptionID string) Client

NewClient creates an instance of the Client client.

func NewClientWithBaseURI 

func NewClientWithBaseURI(baseURI string, subscriptionID string) Client

NewClientWithBaseURI creates an instance of the Client 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 (Client) CreateOrUpdate 

func (client Client) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, properties BasicCreateServiceRequest) (result MachineLearningServiceCreateOrUpdateFuture, err error)

CreateOrUpdate creates or updates service. This call will update a service if it exists. This is a nonrecoverable operation. If your intent is to create a new service, 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. serviceName - name of the Azure Machine Learning service. properties - the payload that is used to create or update the Service.

func (Client) CreateOrUpdatePreparer 

func (client Client) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, properties BasicCreateServiceRequest) (*http.Request, error)

CreateOrUpdatePreparer prepares the CreateOrUpdate request.

func (Client) CreateOrUpdateResponder 

func (client Client) CreateOrUpdateResponder(resp *http.Response) (result ServiceResource, err error)

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

func (Client) CreateOrUpdateSender 

func (client Client) CreateOrUpdateSender(req *http.Request) (future MachineLearningServiceCreateOrUpdateFuture, err error)

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

func (Client) Delete 

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

Delete delete a specific Service.. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. serviceName - name of the Azure Machine Learning service.

func (Client) DeletePreparer 

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

DeletePreparer prepares the Delete request.

func (Client) DeleteResponder 

func (client Client) 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 (Client) DeleteSender 

func (client Client) 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 (Client) Get 

func (client Client) Get(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, expand *bool) (result ServiceResource, err error)

Get get a Service by name. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. serviceName - name of the Azure Machine Learning service. expand - set to True to include Model details.

func (Client) GetPreparer 

func (client Client) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, expand *bool) (*http.Request, error)

GetPreparer prepares the Get request.

func (Client) GetResponder 

func (client Client) GetResponder(resp *http.Response) (result ServiceResource, err error)

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

func (Client) GetSender 

func (client Client) 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 (Client) ListByWorkspace 

func (client Client) ListByWorkspace(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (result PaginatedServiceListPage, err error)

ListByWorkspace gets services in specified workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. skip - continuation token for pagination. modelID - the Model Id. modelName - the Model name. tag - the object tag. tags - a set of tags with which to filter the returned services. It is a comma separated string of tags key or tags key=value Example: tagKey1,tagKey2,tagKey3=value3 . properties - a set of properties with which to filter the returned services. It is a comma separated string of properties key and/or properties key=value Example: propKey1,propKey2,propKey3=value3 . runID - runId for model associated with service. expand - set to True to include Model details. orderby - the option to order the response.

func (Client) ListByWorkspaceComplete 

func (client Client) ListByWorkspaceComplete(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (result PaginatedServiceListIterator, err error)

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

func (Client) ListByWorkspacePreparer 

func (client Client) ListByWorkspacePreparer(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (*http.Request, error)

ListByWorkspacePreparer prepares the ListByWorkspace request.

func (Client) ListByWorkspaceResponder 

func (client Client) ListByWorkspaceResponder(resp *http.Response) (result PaginatedServiceList, err error)

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

func (Client) ListByWorkspaceSender 

func (client Client) 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 ClusterPurpose 

type ClusterPurpose string

ClusterPurpose enumerates the values for cluster purpose. 

const (
	// ClusterPurposeDenseProd ...
	ClusterPurposeDenseProd ClusterPurpose = "DenseProd"
	// ClusterPurposeDevTest ...
	ClusterPurposeDevTest ClusterPurpose = "DevTest"
	// ClusterPurposeFastProd ...
	ClusterPurposeFastProd ClusterPurpose = "FastProd"
)

func PossibleClusterPurposeValues 

func PossibleClusterPurposeValues() []ClusterPurpose

PossibleClusterPurposeValues returns an array of possible values for the ClusterPurpose const type.

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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (c Compute) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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 ComputeInstance 

type ComputeInstance struct {
	// Properties - Compute Instance properties
	Properties *ComputeInstanceProperties `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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

ComputeInstance an Azure Machine Learning compute instance.

func (ComputeInstance) AsAKS 

func (ci ComputeInstance) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsAmlCompute 

func (ci ComputeInstance) AsAmlCompute() (*AmlCompute, bool)

AsAmlCompute is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsBasicCompute 

func (ci ComputeInstance) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsCompute 

func (ci ComputeInstance) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsComputeInstance 

func (ci ComputeInstance) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsDataFactory 

func (ci ComputeInstance) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsDataLakeAnalytics 

func (ci ComputeInstance) AsDataLakeAnalytics() (*DataLakeAnalytics, bool)

AsDataLakeAnalytics is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsDatabricks 

func (ci ComputeInstance) AsDatabricks() (*Databricks, bool)

AsDatabricks is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsHDInsight 

func (ci ComputeInstance) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) AsVirtualMachine 

func (ci ComputeInstance) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for ComputeInstance.

func (ComputeInstance) MarshalJSON 

func (ci ComputeInstance) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeInstance.

type ComputeInstanceApplication 

type ComputeInstanceApplication struct {
	// DisplayName - Name of the ComputeInstance application.
	DisplayName *string `json:"displayName,omitempty"`
	// EndpointURI - Application' endpoint URI.
	EndpointURI *string `json:"endpointUri,omitempty"`
}

ComputeInstanceApplication defines an Aml Instance application and its connectivity endpoint URI.

type ComputeInstanceAuthorizationType 

type ComputeInstanceAuthorizationType string

ComputeInstanceAuthorizationType enumerates the values for compute instance authorization type. 

const (
	// ComputeInstanceAuthorizationTypePersonal ...
	ComputeInstanceAuthorizationTypePersonal ComputeInstanceAuthorizationType = "personal"
)

func PossibleComputeInstanceAuthorizationTypeValues 

func PossibleComputeInstanceAuthorizationTypeValues() []ComputeInstanceAuthorizationType

PossibleComputeInstanceAuthorizationTypeValues returns an array of possible values for the ComputeInstanceAuthorizationType const type.

type ComputeInstanceConnectivityEndpoints 

type ComputeInstanceConnectivityEndpoints struct {
	// PublicIPAddress - READ-ONLY; Public IP Address of this ComputeInstance.
	PublicIPAddress *string `json:"publicIpAddress,omitempty"`
	// PrivateIPAddress - READ-ONLY; Private IP Address of this ComputeInstance (local to the VNET in which the compute instance is deployed).
	PrivateIPAddress *string `json:"privateIpAddress,omitempty"`
}

ComputeInstanceConnectivityEndpoints defines all connectivity endpoints and properties for an ComputeInstance.

func (ComputeInstanceConnectivityEndpoints) MarshalJSON 

func (cice ComputeInstanceConnectivityEndpoints) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeInstanceConnectivityEndpoints.

type ComputeInstanceCreatedBy 

type ComputeInstanceCreatedBy struct {
	// UserName - READ-ONLY; Name of the user.
	UserName *string `json:"userName,omitempty"`
	// UserOrgID - READ-ONLY; Uniquely identifies user' Azure Active Directory organization.
	UserOrgID *string `json:"userOrgId,omitempty"`
	// UserID - READ-ONLY; Uniquely identifies the user within his/her organization.
	UserID *string `json:"userId,omitempty"`
}

ComputeInstanceCreatedBy describes information on user who created this ComputeInstance.

func (ComputeInstanceCreatedBy) MarshalJSON 

func (cicb ComputeInstanceCreatedBy) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeInstanceCreatedBy.

type ComputeInstanceLastOperation 

type ComputeInstanceLastOperation struct {
	// OperationName - Name of the last operation. Possible values include: 'OperationNameCreate', 'OperationNameStart', 'OperationNameStop', 'OperationNameRestart', 'OperationNameReimage', 'OperationNameDelete'
	OperationName OperationName `json:"operationName,omitempty"`
	// OperationTime - Time of the last operation.
	OperationTime *date.Time `json:"operationTime,omitempty"`
	// OperationStatus - Operation status. Possible values include: 'OperationStatusInProgress', 'OperationStatusSucceeded', 'OperationStatusCreateFailed', 'OperationStatusStartFailed', 'OperationStatusStopFailed', 'OperationStatusRestartFailed', 'OperationStatusReimageFailed', 'OperationStatusDeleteFailed'
	OperationStatus OperationStatus `json:"operationStatus,omitempty"`
}

ComputeInstanceLastOperation the last operation on ComputeInstance.

type ComputeInstanceProperties 

type ComputeInstanceProperties struct {
	// VMSize - Virtual Machine Size
	VMSize *string `json:"vmSize,omitempty"`
	// Subnet - Virtual network subnet resource ID the compute nodes belong to.
	Subnet *ResourceID `json:"subnet,omitempty"`
	// ApplicationSharingPolicy - Policy for sharing applications on this compute instance among users of parent workspace. If Personal, only the creator can access applications on this compute instance. When Shared, any workspace user can access applications on this instance depending on his/her assigned role. Possible values include: 'ApplicationSharingPolicyPersonal', 'ApplicationSharingPolicyShared'
	ApplicationSharingPolicy ApplicationSharingPolicy `json:"applicationSharingPolicy,omitempty"`
	// SSHSettings - Specifies policy and settings for SSH access.
	SSHSettings *ComputeInstanceSSHSettings `json:"sshSettings,omitempty"`
	// ConnectivityEndpoints - READ-ONLY; Describes all connectivity endpoints available for this ComputeInstance.
	ConnectivityEndpoints *ComputeInstanceConnectivityEndpoints `json:"connectivityEndpoints,omitempty"`
	// Applications - READ-ONLY; Describes available applications and their endpoints on this ComputeInstance.
	Applications *[]ComputeInstanceApplication `json:"applications,omitempty"`
	// CreatedBy - READ-ONLY; Describes information on user who created this ComputeInstance.
	CreatedBy *ComputeInstanceCreatedBy `json:"createdBy,omitempty"`
	// Errors - READ-ONLY; Collection of errors encountered on this ComputeInstance.
	Errors *[]Error `json:"errors,omitempty"`
	// State - READ-ONLY; The current state of this ComputeInstance. Possible values include: 'ComputeInstanceStateCreating', 'ComputeInstanceStateCreateFailed', 'ComputeInstanceStateDeleting', 'ComputeInstanceStateRunning', 'ComputeInstanceStateRestarting', 'ComputeInstanceStateJobRunning', 'ComputeInstanceStateSettingUp', 'ComputeInstanceStateSetupFailed', 'ComputeInstanceStateStarting', 'ComputeInstanceStateStopped', 'ComputeInstanceStateStopping', 'ComputeInstanceStateUserSettingUp', 'ComputeInstanceStateUserSetupFailed', 'ComputeInstanceStateUnknown', 'ComputeInstanceStateUnusable'
	State ComputeInstanceState `json:"state,omitempty"`
	// ComputeInstanceAuthorizationType - The Compute Instance Authorization type. Available values are personal (default). Possible values include: 'ComputeInstanceAuthorizationTypePersonal'
	ComputeInstanceAuthorizationType ComputeInstanceAuthorizationType `json:"computeInstanceAuthorizationType,omitempty"`
	// PersonalComputeInstanceSettings - Settings for a personal compute instance.
	PersonalComputeInstanceSettings *PersonalComputeInstanceSettings `json:"personalComputeInstanceSettings,omitempty"`
	// SetupScripts - Details of customized scripts to execute for setting up the cluster.
	SetupScripts *SetupScripts `json:"setupScripts,omitempty"`
	// LastOperation - READ-ONLY; The last operation on ComputeInstance.
	LastOperation *ComputeInstanceLastOperation `json:"lastOperation,omitempty"`
}

ComputeInstanceProperties compute Instance properties

func (ComputeInstanceProperties) MarshalJSON 

func (ci ComputeInstanceProperties) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeInstanceProperties.

type ComputeInstanceSSHSettings 

type ComputeInstanceSSHSettings struct {
	// SSHPublicAccess - State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on this instance. Enabled - Indicates that the public ssh port is open and accessible according to the VNet/subnet policy if applicable. Possible values include: 'SSHPublicAccessEnabled', 'SSHPublicAccessDisabled'
	SSHPublicAccess SSHPublicAccess `json:"sshPublicAccess,omitempty"`
	// AdminUserName - READ-ONLY; Describes the admin user name.
	AdminUserName *string `json:"adminUserName,omitempty"`
	// SSHPort - READ-ONLY; Describes the port for connecting through SSH.
	SSHPort *int32 `json:"sshPort,omitempty"`
	// AdminPublicKey - Specifies the SSH rsa public key file as a string. Use "ssh-keygen -t rsa -b 2048" to generate your SSH key pairs.
	AdminPublicKey *string `json:"adminPublicKey,omitempty"`
}

ComputeInstanceSSHSettings specifies policy and settings for SSH access.

func (ComputeInstanceSSHSettings) MarshalJSON 

func (ciss ComputeInstanceSSHSettings) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ComputeInstanceSSHSettings.

type ComputeInstanceState 

type ComputeInstanceState string

ComputeInstanceState enumerates the values for compute instance state. 

const (
	// ComputeInstanceStateCreateFailed ...
	ComputeInstanceStateCreateFailed ComputeInstanceState = "CreateFailed"
	// ComputeInstanceStateCreating ...
	ComputeInstanceStateCreating ComputeInstanceState = "Creating"
	// ComputeInstanceStateDeleting ...
	ComputeInstanceStateDeleting ComputeInstanceState = "Deleting"
	// ComputeInstanceStateJobRunning ...
	ComputeInstanceStateJobRunning ComputeInstanceState = "JobRunning"
	// ComputeInstanceStateRestarting ...
	ComputeInstanceStateRestarting ComputeInstanceState = "Restarting"
	// ComputeInstanceStateRunning ...
	ComputeInstanceStateRunning ComputeInstanceState = "Running"
	// ComputeInstanceStateSettingUp ...
	ComputeInstanceStateSettingUp ComputeInstanceState = "SettingUp"
	// ComputeInstanceStateSetupFailed ...
	ComputeInstanceStateSetupFailed ComputeInstanceState = "SetupFailed"
	// ComputeInstanceStateStarting ...
	ComputeInstanceStateStarting ComputeInstanceState = "Starting"
	// ComputeInstanceStateStopped ...
	ComputeInstanceStateStopped ComputeInstanceState = "Stopped"
	// ComputeInstanceStateStopping ...
	ComputeInstanceStateStopping ComputeInstanceState = "Stopping"
	// ComputeInstanceStateUnknown ...
	ComputeInstanceStateUnknown ComputeInstanceState = "Unknown"
	// ComputeInstanceStateUnusable ...
	ComputeInstanceStateUnusable ComputeInstanceState = "Unusable"
	// ComputeInstanceStateUserSettingUp ...
	ComputeInstanceStateUserSettingUp ComputeInstanceState = "UserSettingUp"
	// ComputeInstanceStateUserSetupFailed ...
	ComputeInstanceStateUserSetupFailed ComputeInstanceState = "UserSetupFailed"
)

func PossibleComputeInstanceStateValues 

func PossibleComputeInstanceStateValues() []ComputeInstanceState

PossibleComputeInstanceStateValues returns an array of possible values for the ComputeInstanceState const type.

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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,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"
	// ComputeTypeComputeInstance ...
	ComputeTypeComputeInstance ComputeType = "ComputeInstance"
	// ComputeTypeDatabricks ...
	ComputeTypeDatabricks ComputeType = "Databricks"
	// ComputeTypeDataFactory ...
	ComputeTypeDataFactory ComputeType = "DataFactory"
	// ComputeTypeDataLakeAnalytics ...
	ComputeTypeDataLakeAnalytics ComputeType = "DataLakeAnalytics"
	// ComputeTypeHDInsight ...
	ComputeTypeHDInsight ComputeType = "HDInsight"
	// ComputeTypeSynapseSpark ...
	ComputeTypeSynapseSpark ComputeType = "SynapseSpark"
	// 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 (
	// ComputeTypeBasicComputeComputeTypeAKS ...
	ComputeTypeBasicComputeComputeTypeAKS ComputeTypeBasicCompute = "AKS"
	// ComputeTypeBasicComputeComputeTypeAmlCompute ...
	ComputeTypeBasicComputeComputeTypeAmlCompute ComputeTypeBasicCompute = "AmlCompute"
	// ComputeTypeBasicComputeComputeTypeCompute ...
	ComputeTypeBasicComputeComputeTypeCompute ComputeTypeBasicCompute = "Compute"
	// ComputeTypeBasicComputeComputeTypeComputeInstance ...
	ComputeTypeBasicComputeComputeTypeComputeInstance ComputeTypeBasicCompute = "ComputeInstance"
	// ComputeTypeBasicComputeComputeTypeDatabricks ...
	ComputeTypeBasicComputeComputeTypeDatabricks ComputeTypeBasicCompute = "Databricks"
	// ComputeTypeBasicComputeComputeTypeDataFactory ...
	ComputeTypeBasicComputeComputeTypeDataFactory ComputeTypeBasicCompute = "DataFactory"
	// ComputeTypeBasicComputeComputeTypeDataLakeAnalytics ...
	ComputeTypeBasicComputeComputeTypeDataLakeAnalytics ComputeTypeBasicCompute = "DataLakeAnalytics"
	// ComputeTypeBasicComputeComputeTypeHDInsight ...
	ComputeTypeBasicComputeComputeTypeHDInsight ComputeTypeBasicCompute = "HDInsight"
	// ComputeTypeBasicComputeComputeTypeVirtualMachine ...
	ComputeTypeBasicComputeComputeTypeVirtualMachine 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 ComputeTypeBasicCreateServiceRequest 

type ComputeTypeBasicCreateServiceRequest string

ComputeTypeBasicCreateServiceRequest enumerates the values for compute type basic create service request. 

const (
	// ComputeTypeBasicCreateServiceRequestComputeTypeACI ...
	ComputeTypeBasicCreateServiceRequestComputeTypeACI ComputeTypeBasicCreateServiceRequest = "ACI"
	// ComputeTypeBasicCreateServiceRequestComputeTypeAKS ...
	ComputeTypeBasicCreateServiceRequestComputeTypeAKS ComputeTypeBasicCreateServiceRequest = "AKS"
	// ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest ...
	ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest ComputeTypeBasicCreateServiceRequest = "CreateServiceRequest"
	// ComputeTypeBasicCreateServiceRequestComputeTypeCustom ...
	ComputeTypeBasicCreateServiceRequestComputeTypeCustom ComputeTypeBasicCreateServiceRequest = "Custom"
)

func PossibleComputeTypeBasicCreateServiceRequestValues 

func PossibleComputeTypeBasicCreateServiceRequestValues() []ComputeTypeBasicCreateServiceRequest

PossibleComputeTypeBasicCreateServiceRequestValues returns an array of possible values for the ComputeTypeBasicCreateServiceRequest const type.

type ComputeTypeBasicServiceResponseBase 

type ComputeTypeBasicServiceResponseBase string

ComputeTypeBasicServiceResponseBase enumerates the values for compute type basic service response base. 

const (
	// ComputeTypeBasicServiceResponseBaseComputeTypeACI ...
	ComputeTypeBasicServiceResponseBaseComputeTypeACI ComputeTypeBasicServiceResponseBase = "ACI"
	// ComputeTypeBasicServiceResponseBaseComputeTypeAKS ...
	ComputeTypeBasicServiceResponseBaseComputeTypeAKS ComputeTypeBasicServiceResponseBase = "AKS"
	// ComputeTypeBasicServiceResponseBaseComputeTypeCustom ...
	ComputeTypeBasicServiceResponseBaseComputeTypeCustom ComputeTypeBasicServiceResponseBase = "Custom"
	// ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase ...
	ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase ComputeTypeBasicServiceResponseBase = "ServiceResponseBase"
)

func PossibleComputeTypeBasicServiceResponseBaseValues 

func PossibleComputeTypeBasicServiceResponseBaseValues() []ComputeTypeBasicServiceResponseBase

PossibleComputeTypeBasicServiceResponseBaseValues returns an array of possible values for the ComputeTypeBasicServiceResponseBase const type.

type ContainerRegistry 

type ContainerRegistry struct {
	Address  *string `json:"address,omitempty"`
	Username *string `json:"username,omitempty"`
	Password *string `json:"password,omitempty"`
}

ContainerRegistry ...

type ContainerRegistryResponse 

type ContainerRegistryResponse struct {
	Address *string `json:"address,omitempty"`
}

ContainerRegistryResponse ...

type ContainerResourceRequirements 

type ContainerResourceRequirements struct {
	// CPU - The minimum amount of CPU cores to be used by the container. More info:
	// https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
	CPU *float64 `json:"cpu,omitempty"`
	// CPULimit - The maximum amount of CPU cores allowed to be used by the container. More info:
	// https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
	CPULimit *float64 `json:"cpuLimit,omitempty"`
	// MemoryInGB - The minimum amount of memory (in GB) to be used by the container. More info:
	// https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
	MemoryInGB *float64 `json:"memoryInGB,omitempty"`
	// MemoryInGBLimit - The maximum amount of memory (in GB) allowed to be used by the container. More info:
	// https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
	MemoryInGBLimit *float64 `json:"memoryInGBLimit,omitempty"`
	// Gpu - The number of GPU cores in the container.
	Gpu *int32 `json:"gpu,omitempty"`
	// Fpga - The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
	Fpga *int32 `json:"fpga,omitempty"`
}

ContainerResourceRequirements the resource requirements for the container (cpu and memory).

type CosmosDbSettings 

type CosmosDbSettings struct {
	// CollectionsThroughput - The throughput of the collections in cosmosdb database
	CollectionsThroughput *int32 `json:"collectionsThroughput,omitempty"`
}

CosmosDbSettings ...

type CreateEndpointVariantRequest 

type CreateEndpointVariantRequest struct {
	// IsDefault - Is this the default variant.
	IsDefault *bool `json:"isDefault,omitempty"`
	// TrafficPercentile - The amount of traffic variant receives.
	TrafficPercentile *float64 `json:"trafficPercentile,omitempty"`
	// Type - The type of the variant. Possible values include: 'VariantTypeControl', 'VariantTypeTreatment'
	Type VariantType `json:"type,omitempty"`
	// Description - The description of the service.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service properties dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// Keys - The authentication keys.
	Keys *CreateServiceRequestKeys `json:"keys,omitempty"`
	// EnvironmentImageRequest - The Environment, models and assets needed for inferencing.
	EnvironmentImageRequest *CreateServiceRequestEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// Location - The name of the Azure location/region.
	Location *string `json:"location,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest', 'ComputeTypeBasicCreateServiceRequestComputeTypeACI', 'ComputeTypeBasicCreateServiceRequestComputeTypeAKS', 'ComputeTypeBasicCreateServiceRequestComputeTypeCustom'
	ComputeType ComputeTypeBasicCreateServiceRequest `json:"computeType,omitempty"`
}

CreateEndpointVariantRequest the Variant properties.

func (CreateEndpointVariantRequest) AsACIServiceCreateRequest 

func (cevr CreateEndpointVariantRequest) AsACIServiceCreateRequest() (*ACIServiceCreateRequest, bool)

AsACIServiceCreateRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) AsAKSServiceCreateRequest 

func (cevr CreateEndpointVariantRequest) AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)

AsAKSServiceCreateRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) AsBasicCreateEndpointVariantRequest 

func (cevr CreateEndpointVariantRequest) AsBasicCreateEndpointVariantRequest() (BasicCreateEndpointVariantRequest, bool)

AsBasicCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) AsBasicCreateServiceRequest 

func (cevr CreateEndpointVariantRequest) AsBasicCreateServiceRequest() (BasicCreateServiceRequest, bool)

AsBasicCreateServiceRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) AsCreateEndpointVariantRequest 

func (cevr CreateEndpointVariantRequest) AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)

AsCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) AsCreateServiceRequest 

func (cevr CreateEndpointVariantRequest) AsCreateServiceRequest() (*CreateServiceRequest, bool)

AsCreateServiceRequest is the BasicCreateServiceRequest implementation for CreateEndpointVariantRequest.

func (CreateEndpointVariantRequest) MarshalJSON 

func (cevr CreateEndpointVariantRequest) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for CreateEndpointVariantRequest.

type CreateServiceRequest 

type CreateServiceRequest struct {
	// Description - The description of the service.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service properties dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// Keys - The authentication keys.
	Keys *CreateServiceRequestKeys `json:"keys,omitempty"`
	// EnvironmentImageRequest - The Environment, models and assets needed for inferencing.
	EnvironmentImageRequest *CreateServiceRequestEnvironmentImageRequest `json:"environmentImageRequest,omitempty"`
	// Location - The name of the Azure location/region.
	Location *string `json:"location,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicCreateServiceRequestComputeTypeCreateServiceRequest', 'ComputeTypeBasicCreateServiceRequestComputeTypeACI', 'ComputeTypeBasicCreateServiceRequestComputeTypeAKS', 'ComputeTypeBasicCreateServiceRequestComputeTypeCustom'
	ComputeType ComputeTypeBasicCreateServiceRequest `json:"computeType,omitempty"`
}

CreateServiceRequest the base class for creating a service.

func (CreateServiceRequest) AsACIServiceCreateRequest 

func (csr CreateServiceRequest) AsACIServiceCreateRequest() (*ACIServiceCreateRequest, bool)

AsACIServiceCreateRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) AsAKSServiceCreateRequest 

func (csr CreateServiceRequest) AsAKSServiceCreateRequest() (*AKSServiceCreateRequest, bool)

AsAKSServiceCreateRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) AsBasicCreateEndpointVariantRequest 

func (csr CreateServiceRequest) AsBasicCreateEndpointVariantRequest() (BasicCreateEndpointVariantRequest, bool)

AsBasicCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) AsBasicCreateServiceRequest 

func (csr CreateServiceRequest) AsBasicCreateServiceRequest() (BasicCreateServiceRequest, bool)

AsBasicCreateServiceRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) AsCreateEndpointVariantRequest 

func (csr CreateServiceRequest) AsCreateEndpointVariantRequest() (*CreateEndpointVariantRequest, bool)

AsCreateEndpointVariantRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) AsCreateServiceRequest 

func (csr CreateServiceRequest) AsCreateServiceRequest() (*CreateServiceRequest, bool)

AsCreateServiceRequest is the BasicCreateServiceRequest implementation for CreateServiceRequest.

func (CreateServiceRequest) MarshalJSON 

func (csr CreateServiceRequest) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for CreateServiceRequest.

type CreateServiceRequestEnvironmentImageRequest 

type CreateServiceRequestEnvironmentImageRequest struct {
	// DriverProgram - The name of the driver file.
	DriverProgram *string `json:"driverProgram,omitempty"`
	// Assets - The list of assets.
	Assets *[]ImageAsset `json:"assets,omitempty"`
	// ModelIds - The list of model Ids.
	ModelIds *[]string `json:"modelIds,omitempty"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// Environment - The details of the AZURE ML environment.
	Environment *EnvironmentImageRequestEnvironment `json:"environment,omitempty"`
	// EnvironmentReference - The unique identifying details of the AZURE ML environment.
	EnvironmentReference *EnvironmentImageRequestEnvironmentReference `json:"environmentReference,omitempty"`
}

CreateServiceRequestEnvironmentImageRequest the Environment, models and assets needed for inferencing.

type CreateServiceRequestKeys 

type CreateServiceRequestKeys struct {
	// PrimaryKey - The primary key.
	PrimaryKey *string `json:"primaryKey,omitempty"`
	// SecondaryKey - The secondary key.
	SecondaryKey *string `json:"secondaryKey,omitempty"`
}

CreateServiceRequestKeys the authentication keys.

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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (df DataFactory) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (dla DataLakeAnalytics) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (d Databricks) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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"`
	// WorkspaceURL - Workspace Url
	WorkspaceURL *string `json:"workspaceUrl,omitempty"`
}

DatabricksProperties ...

type DatasetReference 

type DatasetReference struct {
	// Name - The name of the dataset reference.
	Name *string `json:"name,omitempty"`
	// ID - The id of the dataset reference.
	ID *string `json:"id,omitempty"`
}

DatasetReference the dataset reference object.

type DeploymentType 

type DeploymentType string

DeploymentType enumerates the values for deployment type. 

const (
	// DeploymentTypeBatch ...
	DeploymentTypeBatch DeploymentType = "Batch"
	// DeploymentTypeGRPCRealtimeEndpoint ...
	DeploymentTypeGRPCRealtimeEndpoint DeploymentType = "GRPCRealtimeEndpoint"
	// DeploymentTypeHTTPRealtimeEndpoint ...
	DeploymentTypeHTTPRealtimeEndpoint DeploymentType = "HttpRealtimeEndpoint"
)

func PossibleDeploymentTypeValues 

func PossibleDeploymentTypeValues() []DeploymentType

PossibleDeploymentTypeValues returns an array of possible values for the DeploymentType const type.

type EncryptionProperties 

type EncryptionProperties struct {
	// VaultBaseURL - vault base Url
	VaultBaseURL *string `json:"vaultBaseUrl,omitempty"`
	// KeyName - Encryption Key name
	KeyName *string `json:"keyName,omitempty"`
	// KeyVersion - Encryption Key Version
	KeyVersion *string `json:"keyVersion,omitempty"`
}

EncryptionProperties ...

type EncryptionProperty 

type EncryptionProperty struct {
	// Status - Indicates whether or not the encryption is enabled for the workspace. Possible values include: 'EncryptionStatusEnabled', 'EncryptionStatusDisabled'
	Status EncryptionStatus `json:"status,omitempty"`
	// Identity - The identity that will be used to access the key vault for encryption at rest.
	Identity *IdentityForCmk `json:"identity,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 (
	// EncryptionStatusDisabled ...
	EncryptionStatusDisabled EncryptionStatus = "Disabled"
	// EncryptionStatusEnabled ...
	EncryptionStatusEnabled EncryptionStatus = "Enabled"
)

func PossibleEncryptionStatusValues 

func PossibleEncryptionStatusValues() []EncryptionStatus

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

type EnvironmentImageRequest 

type EnvironmentImageRequest struct {
	// DriverProgram - The name of the driver file.
	DriverProgram *string `json:"driverProgram,omitempty"`
	// Assets - The list of assets.
	Assets *[]ImageAsset `json:"assets,omitempty"`
	// ModelIds - The list of model Ids.
	ModelIds *[]string `json:"modelIds,omitempty"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// Environment - The details of the AZURE ML environment.
	Environment *EnvironmentImageRequestEnvironment `json:"environment,omitempty"`
	// EnvironmentReference - The unique identifying details of the AZURE ML environment.
	EnvironmentReference *EnvironmentImageRequestEnvironmentReference `json:"environmentReference,omitempty"`
}

EnvironmentImageRequest request to create a Docker image based on Environment.

type EnvironmentImageRequestEnvironment 

type EnvironmentImageRequestEnvironment struct {
	// Name - The name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - The environment version.
	Version *string `json:"version,omitempty"`
	// Python - Settings for a Python environment.
	Python *ModelEnvironmentDefinitionPython `json:"python,omitempty"`
	// EnvironmentVariables - Definition of environment variables to be defined in the environment.
	EnvironmentVariables map[string]*string `json:"environmentVariables"`
	// Docker - The definition of a Docker container.
	Docker *ModelEnvironmentDefinitionDocker `json:"docker,omitempty"`
	// Spark - The configuration for a Spark environment.
	Spark *ModelEnvironmentDefinitionSpark `json:"spark,omitempty"`
	// R - Settings for a R environment.
	R *ModelEnvironmentDefinitionR `json:"r,omitempty"`
	// InferencingStackVersion - The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".
	InferencingStackVersion *string `json:"inferencingStackVersion,omitempty"`
}

EnvironmentImageRequestEnvironment the details of the AZURE ML environment.

func (EnvironmentImageRequestEnvironment) MarshalJSON 

func (eir EnvironmentImageRequestEnvironment) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for EnvironmentImageRequestEnvironment.

type EnvironmentImageRequestEnvironmentReference 

type EnvironmentImageRequestEnvironmentReference struct {
	// Name - Name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - Version of the environment.
	Version *string `json:"version,omitempty"`
}

EnvironmentImageRequestEnvironmentReference the unique identifying details of the AZURE ML environment.

type EnvironmentImageResponse 

type EnvironmentImageResponse struct {
	// DriverProgram - The name of the driver file.
	DriverProgram *string `json:"driverProgram,omitempty"`
	// Assets - The list of assets.
	Assets *[]ImageAsset `json:"assets,omitempty"`
	// ModelIds - The list of model Ids.
	ModelIds *[]string `json:"modelIds,omitempty"`
	// ModelsProperty - The list of models.
	ModelsProperty *[]Model `json:"models,omitempty"`
	// Environment - The details of the AZURE ML environment.
	Environment *EnvironmentImageResponseEnvironment `json:"environment,omitempty"`
	// EnvironmentReference - The unique identifying details of the AZURE ML environment.
	EnvironmentReference *EnvironmentImageResponseEnvironmentReference `json:"environmentReference,omitempty"`
}

EnvironmentImageResponse request to create a Docker image based on Environment.

type EnvironmentImageResponseEnvironment 

type EnvironmentImageResponseEnvironment struct {
	// Name - The name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - The environment version.
	Version *string `json:"version,omitempty"`
	// Python - Settings for a Python environment.
	Python *ModelEnvironmentDefinitionResponsePython `json:"python,omitempty"`
	// EnvironmentVariables - Definition of environment variables to be defined in the environment.
	EnvironmentVariables map[string]*string `json:"environmentVariables"`
	// Docker - The definition of a Docker container.
	Docker *ModelEnvironmentDefinitionResponseDocker `json:"docker,omitempty"`
	// Spark - The configuration for a Spark environment.
	Spark *ModelEnvironmentDefinitionResponseSpark `json:"spark,omitempty"`
	// R - Settings for a R environment.
	R *ModelEnvironmentDefinitionResponseR `json:"r,omitempty"`
	// InferencingStackVersion - The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".
	InferencingStackVersion *string `json:"inferencingStackVersion,omitempty"`
}

EnvironmentImageResponseEnvironment the details of the AZURE ML environment.

func (EnvironmentImageResponseEnvironment) MarshalJSON 

func (eir EnvironmentImageResponseEnvironment) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for EnvironmentImageResponseEnvironment.

type EnvironmentImageResponseEnvironmentReference 

type EnvironmentImageResponseEnvironmentReference struct {
	// Name - Name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - Version of the environment.
	Version *string `json:"version,omitempty"`
}

EnvironmentImageResponseEnvironmentReference the unique identifying details of the AZURE ML environment.

type EnvironmentReference 

type EnvironmentReference struct {
	// Name - Name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - Version of the environment.
	Version *string `json:"version,omitempty"`
}

EnvironmentReference ...

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.

func (Error) MarshalJSON 

func (e Error) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Error.

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"`
	// Target - READ-ONLY; The target of the particular error
	Target *string `json:"target,omitempty"`
	// Details - READ-ONLY; An array of error detail objects.
	Details *[]ErrorDetail `json:"details,omitempty"`
}

ErrorResponse error response information.

func (ErrorResponse) MarshalJSON 

func (er ErrorResponse) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ErrorResponse.

type EstimatedVMPrice 

type EstimatedVMPrice struct {
	// RetailPrice - The price charged for using the VM.
	RetailPrice *float64 `json:"retailPrice,omitempty"`
	// OsType - Operating system type used by the VM. Possible values include: 'VMPriceOSTypeLinux', 'VMPriceOSTypeWindows'
	OsType VMPriceOSType `json:"osType,omitempty"`
	// VMTier - The type of the VM. Possible values include: 'VMTierStandard', 'VMTierLowPriority', 'VMTierSpot'
	VMTier VMTier `json:"vmTier,omitempty"`
}

EstimatedVMPrice the estimated price info for using a VM of a particular OS type, tier, etc.

type EstimatedVMPrices 

type EstimatedVMPrices struct {
	// BillingCurrency - Three lettered code specifying the currency of the VM price. Example: USD
	BillingCurrency *string `json:"billingCurrency,omitempty"`
	// UnitOfMeasure - The unit of time measurement for the specified VM price. Example: OneHour
	UnitOfMeasure *string `json:"unitOfMeasure,omitempty"`
	// Values - The list of estimated prices for using a VM of a particular OS type, tier, etc.
	Values *[]EstimatedVMPrice `json:"values,omitempty"`
}

EstimatedVMPrices the estimated price info for using a VM.

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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (hi HDInsight) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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: 'ResourceIdentityTypeSystemAssigned', 'ResourceIdentityTypeSystemAssignedUserAssigned', 'ResourceIdentityTypeUserAssigned', 'ResourceIdentityTypeNone'
	Type ResourceIdentityType `json:"type,omitempty"`
	// UserAssignedIdentities - The user assigned identities associated with the resource.
	UserAssignedIdentities map[string]*UserAssignedIdentity `json:"userAssignedIdentities"`
}

Identity identity for the resource.

func (Identity) MarshalJSON 

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

MarshalJSON is the custom marshaler for Identity.

type IdentityForCmk 

type IdentityForCmk struct {
	// UserAssignedIdentity - The ArmId of the user assigned identity that will be used to access the customer managed key vault
	UserAssignedIdentity *string `json:"userAssignedIdentity,omitempty"`
}

IdentityForCmk identity that will be used to access key vault for encryption at rest

type IdentityType 

type IdentityType string

IdentityType enumerates the values for identity type. 

const (
	// IdentityTypeApplication ...
	IdentityTypeApplication IdentityType = "Application"
	// IdentityTypeKey ...
	IdentityTypeKey IdentityType = "Key"
	// IdentityTypeManagedIdentity ...
	IdentityTypeManagedIdentity IdentityType = "ManagedIdentity"
	// IdentityTypeUser ...
	IdentityTypeUser IdentityType = "User"
)

func PossibleIdentityTypeValues 

func PossibleIdentityTypeValues() []IdentityType

PossibleIdentityTypeValues returns an array of possible values for the IdentityType const type.

type ImageAsset 

type ImageAsset struct {
	// ID - The Asset Id.
	ID *string `json:"id,omitempty"`
	// MimeType - The mime type.
	MimeType *string `json:"mimeType,omitempty"`
	// URL - The Url of the Asset.
	URL *string `json:"url,omitempty"`
	// Unpack - Whether the Asset is unpacked.
	Unpack *bool `json:"unpack,omitempty"`
}

ImageAsset an Image asset.

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.

func (ListAmlUserFeatureResult) MarshalJSON 

func (laufr ListAmlUserFeatureResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ListAmlUserFeatureResult.

type ListAmlUserFeatureResultIterator 

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

ListAmlUserFeatureResultIterator provides access to a complete listing of AmlUserFeature values.

func NewListAmlUserFeatureResultIterator 

func NewListAmlUserFeatureResultIterator(page ListAmlUserFeatureResultPage) ListAmlUserFeatureResultIterator

Creates a new instance of the ListAmlUserFeatureResultIterator type.

func (*ListAmlUserFeatureResultIterator) Next 

func (iter *ListAmlUserFeatureResultIterator) Next() error

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

func (*ListAmlUserFeatureResultIterator) NextWithContext 

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

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

func (ListAmlUserFeatureResultIterator) NotDone 

func (iter ListAmlUserFeatureResultIterator) NotDone() bool

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

func (ListAmlUserFeatureResultIterator) Response 

func (iter ListAmlUserFeatureResultIterator) Response() ListAmlUserFeatureResult

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

func (ListAmlUserFeatureResultIterator) Value 

func (iter ListAmlUserFeatureResultIterator) Value() AmlUserFeature

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

type ListAmlUserFeatureResultPage 

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

ListAmlUserFeatureResultPage contains a page of AmlUserFeature values.

func NewListAmlUserFeatureResultPage 

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

Creates a new instance of the ListAmlUserFeatureResultPage type.

func (*ListAmlUserFeatureResultPage) Next 

func (page *ListAmlUserFeatureResultPage) Next() error

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

func (*ListAmlUserFeatureResultPage) NextWithContext 

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

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

func (ListAmlUserFeatureResultPage) NotDone 

func (page ListAmlUserFeatureResultPage) NotDone() bool

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

func (ListAmlUserFeatureResultPage) Response 

func (page ListAmlUserFeatureResultPage) Response() ListAmlUserFeatureResult

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

func (ListAmlUserFeatureResultPage) Values 

func (page ListAmlUserFeatureResultPage) Values() []AmlUserFeature

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

type ListNotebookKeysResult 

type ListNotebookKeysResult struct {
	autorest.Response `json:"-"`
	// PrimaryAccessKey - READ-ONLY
	PrimaryAccessKey *string `json:"primaryAccessKey,omitempty"`
	// SecondaryAccessKey - READ-ONLY
	SecondaryAccessKey *string `json:"secondaryAccessKey,omitempty"`
}

ListNotebookKeysResult ...

func (ListNotebookKeysResult) MarshalJSON 

func (lnkr ListNotebookKeysResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ListNotebookKeysResult.

type ListStorageAccountKeysResult 

type ListStorageAccountKeysResult struct {
	autorest.Response `json:"-"`
	// UserStorageKey - READ-ONLY
	UserStorageKey *string `json:"userStorageKey,omitempty"`
}

ListStorageAccountKeysResult ...

func (ListStorageAccountKeysResult) MarshalJSON 

func (lsakr ListStorageAccountKeysResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ListStorageAccountKeysResult.

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.

func (ListUsagesResult) MarshalJSON 

func (lur ListUsagesResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ListUsagesResult.

type ListUsagesResultIterator 

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

ListUsagesResultIterator provides access to a complete listing of Usage values.

func NewListUsagesResultIterator 

func NewListUsagesResultIterator(page ListUsagesResultPage) ListUsagesResultIterator

Creates a new instance of the ListUsagesResultIterator type.

func (*ListUsagesResultIterator) Next 

func (iter *ListUsagesResultIterator) Next() error

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

func (*ListUsagesResultIterator) NextWithContext 

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

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

func (ListUsagesResultIterator) NotDone 

func (iter ListUsagesResultIterator) NotDone() bool

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

func (ListUsagesResultIterator) Response 

func (iter ListUsagesResultIterator) Response() ListUsagesResult

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

func (ListUsagesResultIterator) Value 

func (iter ListUsagesResultIterator) Value() Usage

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

type ListUsagesResultPage 

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

ListUsagesResultPage contains a page of Usage values.

func NewListUsagesResultPage 

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

Creates a new instance of the ListUsagesResultPage type.

func (*ListUsagesResultPage) Next 

func (page *ListUsagesResultPage) Next() error

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

func (*ListUsagesResultPage) NextWithContext 

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

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

func (ListUsagesResultPage) NotDone 

func (page ListUsagesResultPage) NotDone() bool

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

func (ListUsagesResultPage) Response 

func (page ListUsagesResultPage) Response() ListUsagesResult

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

func (ListUsagesResultPage) Values 

func (page ListUsagesResultPage) Values() []Usage

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

type ListWorkspaceKeysResult 

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

func (ListWorkspaceQuotas) MarshalJSON 

func (lwq ListWorkspaceQuotas) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ListWorkspaceQuotas.

type ListWorkspaceQuotasIterator 

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

ListWorkspaceQuotasIterator provides access to a complete listing of ResourceQuota values.

func NewListWorkspaceQuotasIterator 

func NewListWorkspaceQuotasIterator(page ListWorkspaceQuotasPage) ListWorkspaceQuotasIterator

Creates a new instance of the ListWorkspaceQuotasIterator type.

func (*ListWorkspaceQuotasIterator) Next 

func (iter *ListWorkspaceQuotasIterator) Next() error

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

func (*ListWorkspaceQuotasIterator) NextWithContext 

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

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

func (ListWorkspaceQuotasIterator) NotDone 

func (iter ListWorkspaceQuotasIterator) NotDone() bool

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

func (ListWorkspaceQuotasIterator) Response 

func (iter ListWorkspaceQuotasIterator) Response() ListWorkspaceQuotas

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

func (ListWorkspaceQuotasIterator) Value 

func (iter ListWorkspaceQuotasIterator) Value() ResourceQuota

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

type ListWorkspaceQuotasPage 

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

ListWorkspaceQuotasPage contains a page of ResourceQuota values.

func NewListWorkspaceQuotasPage 

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

Creates a new instance of the ListWorkspaceQuotasPage type.

func (*ListWorkspaceQuotasPage) Next 

func (page *ListWorkspaceQuotasPage) Next() error

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

func (*ListWorkspaceQuotasPage) NextWithContext 

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

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

func (ListWorkspaceQuotasPage) NotDone 

func (page ListWorkspaceQuotasPage) NotDone() bool

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

func (ListWorkspaceQuotasPage) Response 

func (page ListWorkspaceQuotasPage) Response() ListWorkspaceQuotas

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

func (ListWorkspaceQuotasPage) Values 

func (page ListWorkspaceQuotasPage) Values() []ResourceQuota

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

type LivenessProbeRequirements 

type LivenessProbeRequirements struct {
	// FailureThreshold - The number of failures to allow before returning an unhealthy status.
	FailureThreshold *int32 `json:"failureThreshold,omitempty"`
	// SuccessThreshold - The number of successful probes before returning a healthy status.
	SuccessThreshold *int32 `json:"successThreshold,omitempty"`
	// TimeoutSeconds - The probe timeout in seconds.
	TimeoutSeconds *int32 `json:"timeoutSeconds,omitempty"`
	// PeriodSeconds - The length of time between probes in seconds.
	PeriodSeconds *int32 `json:"periodSeconds,omitempty"`
	// InitialDelaySeconds - The delay before the first probe in seconds.
	InitialDelaySeconds *int32 `json:"initialDelaySeconds,omitempty"`
}

LivenessProbeRequirements the liveness probe requirements.

type LoadBalancerType 

type LoadBalancerType string

LoadBalancerType enumerates the values for load balancer type. 

const (
	// LoadBalancerTypeInternalLoadBalancer ...
	LoadBalancerTypeInternalLoadBalancer LoadBalancerType = "InternalLoadBalancer"
	// LoadBalancerTypePublicIP ...
	LoadBalancerTypePublicIP LoadBalancerType = "PublicIp"
)

func PossibleLoadBalancerTypeValues 

func PossibleLoadBalancerTypeValues() []LoadBalancerType

PossibleLoadBalancerTypeValues returns an array of possible values for the LoadBalancerType const type.

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, skip 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. skip - continuation token for pagination.

func (MachineLearningComputeClient) ListByWorkspaceComplete 

func (client MachineLearningComputeClient) ListByWorkspaceComplete(ctx context.Context, resourceGroupName string, workspaceName string, skip 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, skip 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 AmlComputeNodesInformationPage, 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) ListNodesComplete 

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

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

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) Restart 

func (client MachineLearningComputeClient) Restart(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result autorest.Response, err error)

Restart posts a restart action to a compute instance 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) RestartPreparer 

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

RestartPreparer prepares the Restart request.

func (MachineLearningComputeClient) RestartResponder 

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

RestartResponder handles the response to the Restart request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) RestartSender 

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

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

func (MachineLearningComputeClient) Start 

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

Start posts a start action to a compute instance 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) StartPreparer 

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

StartPreparer prepares the Start request.

func (MachineLearningComputeClient) StartResponder 

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

StartResponder handles the response to the Start request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) StartSender 

func (client MachineLearningComputeClient) StartSender(req *http.Request) (future MachineLearningComputeStartFuture, err error)

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

func (MachineLearningComputeClient) Stop 

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

Stop posts a stop action to a compute instance 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) StopPreparer 

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

StopPreparer prepares the Stop request.

func (MachineLearningComputeClient) StopResponder 

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

StopResponder handles the response to the Stop request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) StopSender 

func (client MachineLearningComputeClient) StopSender(req *http.Request) (future MachineLearningComputeStopFuture, err error)

StopSender sends the Stop 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 MachineLearningComputeStartFuture 

type MachineLearningComputeStartFuture 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)
}

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

func (*MachineLearningComputeStartFuture) UnmarshalJSON 

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

UnmarshalJSON is the custom unmarshaller for CreateFuture.

type MachineLearningComputeStopFuture 

type MachineLearningComputeStopFuture 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)
}

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

func (*MachineLearningComputeStopFuture) UnmarshalJSON 

func (future *MachineLearningComputeStopFuture) 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 MachineLearningServiceCreateOrUpdateFuture 

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

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

func (*MachineLearningServiceCreateOrUpdateFuture) UnmarshalJSON 

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

UnmarshalJSON is the custom unmarshaller for CreateFuture.

type Model 

type Model struct {
	// ID - The Model Id.
	ID *string `json:"id,omitempty"`
	// Name - The Model name.
	Name *string `json:"name,omitempty"`
	// Framework - The Model framework.
	Framework *string `json:"framework,omitempty"`
	// FrameworkVersion - The Model framework version.
	FrameworkVersion *string `json:"frameworkVersion,omitempty"`
	// Version - The Model version assigned by Model Management Service.
	Version *int64 `json:"version,omitempty"`
	// Datasets - The list of datasets associated with the model.
	Datasets *[]DatasetReference `json:"datasets,omitempty"`
	// URL - The URL of the Model. Usually a SAS URL.
	URL *string `json:"url,omitempty"`
	// MimeType - The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml
	MimeType *string `json:"mimeType,omitempty"`
	// Description - The Model description text.
	Description *string `json:"description,omitempty"`
	// CreatedTime - The Model creation time (UTC).
	CreatedTime *date.Time `json:"createdTime,omitempty"`
	// ModifiedTime - The Model last modified time (UTC).
	ModifiedTime *date.Time `json:"modifiedTime,omitempty"`
	// Unpack - Indicates whether we need to unpack the Model during docker Image creation.
	Unpack *bool `json:"unpack,omitempty"`
	// ParentModelID - The Parent Model Id.
	ParentModelID *string `json:"parentModelId,omitempty"`
	// RunID - The RunId that created this model.
	RunID *string `json:"runId,omitempty"`
	// ExperimentName - The name of the experiment where this model was created.
	ExperimentName *string `json:"experimentName,omitempty"`
	// KvTags - The Model tag dictionary. Items are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The Model property dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// DerivedModelIds - Models derived from this model
	DerivedModelIds *[]string `json:"derivedModelIds,omitempty"`
	// SampleInputData - Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
	SampleInputData *string `json:"sampleInputData,omitempty"`
	// SampleOutputData - Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
	SampleOutputData *string `json:"sampleOutputData,omitempty"`
	// ResourceRequirements - Resource requirements for the model
	ResourceRequirements *ContainerResourceRequirements `json:"resourceRequirements,omitempty"`
}

Model an Azure Machine Learning Model.

func (Model) MarshalJSON 

func (mVar Model) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Model.

type ModelDataCollection 

type ModelDataCollection struct {
	// EventHubEnabled - Option for enabling/disabling Event Hub.
	EventHubEnabled *bool `json:"eventHubEnabled,omitempty"`
	// StorageEnabled - Option for enabling/disabling storage.
	StorageEnabled *bool `json:"storageEnabled,omitempty"`
}

ModelDataCollection the Model data collection properties.

type ModelDockerSection 

type ModelDockerSection struct {
	// BaseImage - Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
	BaseImage *string `json:"baseImage,omitempty"`
	// BaseDockerfile - Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
	BaseDockerfile *string `json:"baseDockerfile,omitempty"`
	// BaseImageRegistry - Image registry that contains the base image.
	BaseImageRegistry *ModelDockerSectionBaseImageRegistry `json:"baseImageRegistry,omitempty"`
}

ModelDockerSection ...

type ModelDockerSectionBaseImageRegistry 

type ModelDockerSectionBaseImageRegistry struct {
	Address  *string `json:"address,omitempty"`
	Username *string `json:"username,omitempty"`
	Password *string `json:"password,omitempty"`
}

ModelDockerSectionBaseImageRegistry image registry that contains the base image.

type ModelDockerSectionResponse 

type ModelDockerSectionResponse struct {
	// BaseImage - Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
	BaseImage *string `json:"baseImage,omitempty"`
	// BaseDockerfile - Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
	BaseDockerfile *string `json:"baseDockerfile,omitempty"`
	// BaseImageRegistry - Image registry that contains the base image.
	BaseImageRegistry *ModelDockerSectionResponseBaseImageRegistry `json:"baseImageRegistry,omitempty"`
}

ModelDockerSectionResponse ...

type ModelDockerSectionResponseBaseImageRegistry 

type ModelDockerSectionResponseBaseImageRegistry struct {
	Address *string `json:"address,omitempty"`
}

ModelDockerSectionResponseBaseImageRegistry image registry that contains the base image.

type ModelEnvironmentDefinition 

type ModelEnvironmentDefinition struct {
	// Name - The name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - The environment version.
	Version *string `json:"version,omitempty"`
	// Python - Settings for a Python environment.
	Python *ModelEnvironmentDefinitionPython `json:"python,omitempty"`
	// EnvironmentVariables - Definition of environment variables to be defined in the environment.
	EnvironmentVariables map[string]*string `json:"environmentVariables"`
	// Docker - The definition of a Docker container.
	Docker *ModelEnvironmentDefinitionDocker `json:"docker,omitempty"`
	// Spark - The configuration for a Spark environment.
	Spark *ModelEnvironmentDefinitionSpark `json:"spark,omitempty"`
	// R - Settings for a R environment.
	R *ModelEnvironmentDefinitionR `json:"r,omitempty"`
	// InferencingStackVersion - The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".
	InferencingStackVersion *string `json:"inferencingStackVersion,omitempty"`
}

ModelEnvironmentDefinition ...

func (ModelEnvironmentDefinition) MarshalJSON 

func (med ModelEnvironmentDefinition) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ModelEnvironmentDefinition.

type ModelEnvironmentDefinitionDocker 

type ModelEnvironmentDefinitionDocker struct {
	// BaseImage - Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
	BaseImage *string `json:"baseImage,omitempty"`
	// BaseDockerfile - Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
	BaseDockerfile *string `json:"baseDockerfile,omitempty"`
	// BaseImageRegistry - Image registry that contains the base image.
	BaseImageRegistry *ModelDockerSectionBaseImageRegistry `json:"baseImageRegistry,omitempty"`
}

ModelEnvironmentDefinitionDocker the definition of a Docker container.

type ModelEnvironmentDefinitionPython 

type ModelEnvironmentDefinitionPython struct {
	// InterpreterPath - The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.
	InterpreterPath *string `json:"interpreterPath,omitempty"`
	// UserManagedDependencies - True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.
	UserManagedDependencies *bool `json:"userManagedDependencies,omitempty"`
	// CondaDependencies - A JObject containing Conda dependencies.
	CondaDependencies    interface{} `json:"condaDependencies,omitempty"`
	BaseCondaEnvironment *string     `json:"baseCondaEnvironment,omitempty"`
}

ModelEnvironmentDefinitionPython settings for a Python environment.

type ModelEnvironmentDefinitionR 

type ModelEnvironmentDefinitionR struct {
	// RVersion - The version of R to be installed
	RVersion *string `json:"rVersion,omitempty"`
	// UserManaged - Indicates whether the environment is managed by user or by AzureML.
	UserManaged *bool `json:"userManaged,omitempty"`
	// RscriptPath - The Rscript path to use if an environment build is not required.
	// The path specified gets used to call the user script.
	RscriptPath *string `json:"rscriptPath,omitempty"`
	// SnapshotDate - Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
	SnapshotDate *string `json:"snapshotDate,omitempty"`
	// CranPackages - The CRAN packages to use.
	CranPackages *[]RCranPackage `json:"cranPackages,omitempty"`
	// GitHubPackages - The packages directly from GitHub.
	GitHubPackages *[]RGitHubPackage `json:"gitHubPackages,omitempty"`
	// CustomURLPackages - The packages from custom urls.
	CustomURLPackages *[]string `json:"customUrlPackages,omitempty"`
	// BioConductorPackages - The packages from Bioconductor.
	BioConductorPackages *[]string `json:"bioConductorPackages,omitempty"`
}

ModelEnvironmentDefinitionR settings for a R environment.

type ModelEnvironmentDefinitionResponse 

type ModelEnvironmentDefinitionResponse struct {
	// Name - The name of the environment.
	Name *string `json:"name,omitempty"`
	// Version - The environment version.
	Version *string `json:"version,omitempty"`
	// Python - Settings for a Python environment.
	Python *ModelEnvironmentDefinitionResponsePython `json:"python,omitempty"`
	// EnvironmentVariables - Definition of environment variables to be defined in the environment.
	EnvironmentVariables map[string]*string `json:"environmentVariables"`
	// Docker - The definition of a Docker container.
	Docker *ModelEnvironmentDefinitionResponseDocker `json:"docker,omitempty"`
	// Spark - The configuration for a Spark environment.
	Spark *ModelEnvironmentDefinitionResponseSpark `json:"spark,omitempty"`
	// R - Settings for a R environment.
	R *ModelEnvironmentDefinitionResponseR `json:"r,omitempty"`
	// InferencingStackVersion - The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".
	InferencingStackVersion *string `json:"inferencingStackVersion,omitempty"`
}

ModelEnvironmentDefinitionResponse ...

func (ModelEnvironmentDefinitionResponse) MarshalJSON 

func (medr ModelEnvironmentDefinitionResponse) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ModelEnvironmentDefinitionResponse.

type ModelEnvironmentDefinitionResponseDocker 

type ModelEnvironmentDefinitionResponseDocker struct {
	// BaseImage - Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
	BaseImage *string `json:"baseImage,omitempty"`
	// BaseDockerfile - Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
	BaseDockerfile *string `json:"baseDockerfile,omitempty"`
	// BaseImageRegistry - Image registry that contains the base image.
	BaseImageRegistry *ModelDockerSectionResponseBaseImageRegistry `json:"baseImageRegistry,omitempty"`
}

ModelEnvironmentDefinitionResponseDocker the definition of a Docker container.

type ModelEnvironmentDefinitionResponsePython 

type ModelEnvironmentDefinitionResponsePython struct {
	// InterpreterPath - The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.
	InterpreterPath *string `json:"interpreterPath,omitempty"`
	// UserManagedDependencies - True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.
	UserManagedDependencies *bool `json:"userManagedDependencies,omitempty"`
	// CondaDependencies - A JObject containing Conda dependencies.
	CondaDependencies    interface{} `json:"condaDependencies,omitempty"`
	BaseCondaEnvironment *string     `json:"baseCondaEnvironment,omitempty"`
}

ModelEnvironmentDefinitionResponsePython settings for a Python environment.

type ModelEnvironmentDefinitionResponseR 

type ModelEnvironmentDefinitionResponseR struct {
	// RVersion - The version of R to be installed
	RVersion *string `json:"rVersion,omitempty"`
	// UserManaged - Indicates whether the environment is managed by user or by AzureML.
	UserManaged *bool `json:"userManaged,omitempty"`
	// RscriptPath - The Rscript path to use if an environment build is not required.
	// The path specified gets used to call the user script.
	RscriptPath *string `json:"rscriptPath,omitempty"`
	// SnapshotDate - Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
	SnapshotDate *string `json:"snapshotDate,omitempty"`
	// CranPackages - The CRAN packages to use.
	CranPackages *[]RCranPackage `json:"cranPackages,omitempty"`
	// GitHubPackages - The packages directly from GitHub.
	GitHubPackages *[]RGitHubPackageResponse `json:"gitHubPackages,omitempty"`
	// CustomURLPackages - The packages from custom urls.
	CustomURLPackages *[]string `json:"customUrlPackages,omitempty"`
	// BioConductorPackages - The packages from Bioconductor.
	BioConductorPackages *[]string `json:"bioConductorPackages,omitempty"`
}

ModelEnvironmentDefinitionResponseR settings for a R environment.

type ModelEnvironmentDefinitionResponseSpark 

type ModelEnvironmentDefinitionResponseSpark struct {
	// Repositories - The list of spark repositories.
	Repositories *[]string `json:"repositories,omitempty"`
	// Packages - The Spark packages to use.
	Packages *[]SparkMavenPackage `json:"packages,omitempty"`
	// PrecachePackages - Whether to precache the packages.
	PrecachePackages *bool `json:"precachePackages,omitempty"`
}

ModelEnvironmentDefinitionResponseSpark the configuration for a Spark environment.

type ModelEnvironmentDefinitionSpark 

type ModelEnvironmentDefinitionSpark struct {
	// Repositories - The list of spark repositories.
	Repositories *[]string `json:"repositories,omitempty"`
	// Packages - The Spark packages to use.
	Packages *[]SparkMavenPackage `json:"packages,omitempty"`
	// PrecachePackages - Whether to precache the packages.
	PrecachePackages *bool `json:"precachePackages,omitempty"`
}

ModelEnvironmentDefinitionSpark the configuration for a Spark environment.

type ModelPythonSection 

type ModelPythonSection struct {
	// InterpreterPath - The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.
	InterpreterPath *string `json:"interpreterPath,omitempty"`
	// UserManagedDependencies - True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.
	UserManagedDependencies *bool `json:"userManagedDependencies,omitempty"`
	// CondaDependencies - A JObject containing Conda dependencies.
	CondaDependencies    interface{} `json:"condaDependencies,omitempty"`
	BaseCondaEnvironment *string     `json:"baseCondaEnvironment,omitempty"`
}

ModelPythonSection ...

type ModelSparkSection 

type ModelSparkSection struct {
	// Repositories - The list of spark repositories.
	Repositories *[]string `json:"repositories,omitempty"`
	// Packages - The Spark packages to use.
	Packages *[]SparkMavenPackage `json:"packages,omitempty"`
	// PrecachePackages - Whether to precache the packages.
	PrecachePackages *bool `json:"precachePackages,omitempty"`
}

ModelSparkSection ...

type NodeState 

type NodeState string

NodeState enumerates the values for node state. 

const (
	// NodeStateIdle ...
	NodeStateIdle NodeState = "idle"
	// NodeStateLeaving ...
	NodeStateLeaving NodeState = "leaving"
	// NodeStatePreempted ...
	NodeStatePreempted NodeState = "preempted"
	// NodeStatePreparing ...
	NodeStatePreparing NodeState = "preparing"
	// NodeStateRunning ...
	NodeStateRunning NodeState = "running"
	// NodeStateUnusable ...
	NodeStateUnusable 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.

func (NodeStateCounts) MarshalJSON 

func (nsc NodeStateCounts) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for NodeStateCounts.

type NotebookAccessTokenResult 

type NotebookAccessTokenResult struct {
	autorest.Response `json:"-"`
	// NotebookResourceID - READ-ONLY
	NotebookResourceID *string `json:"notebookResourceId,omitempty"`
	// HostName - READ-ONLY
	HostName *string `json:"hostName,omitempty"`
	// PublicDNS - READ-ONLY
	PublicDNS *string `json:"publicDns,omitempty"`
	// AccessToken - READ-ONLY
	AccessToken *string `json:"accessToken,omitempty"`
	// TokenType - READ-ONLY
	TokenType *string `json:"tokenType,omitempty"`
	// ExpiresIn - READ-ONLY
	ExpiresIn *int32 `json:"expiresIn,omitempty"`
	// RefreshToken - READ-ONLY
	RefreshToken *string `json:"refreshToken,omitempty"`
	// Scope - READ-ONLY
	Scope *string `json:"scope,omitempty"`
}

NotebookAccessTokenResult ...

func (NotebookAccessTokenResult) MarshalJSON 

func (natr NotebookAccessTokenResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for NotebookAccessTokenResult.

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) ListKeys 

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

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

func (NotebooksClient) ListKeysPreparer 

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

ListKeysPreparer prepares the ListKeys request.

func (NotebooksClient) ListKeysResponder 

func (client NotebooksClient) ListKeysResponder(resp *http.Response) (result ListNotebookKeysResult, err error)

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

func (NotebooksClient) ListKeysSender 

func (client NotebooksClient) 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 (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 OperationName 

type OperationName string

OperationName enumerates the values for operation name. 

const (
	// OperationNameCreate ...
	OperationNameCreate OperationName = "Create"
	// OperationNameDelete ...
	OperationNameDelete OperationName = "Delete"
	// OperationNameReimage ...
	OperationNameReimage OperationName = "Reimage"
	// OperationNameRestart ...
	OperationNameRestart OperationName = "Restart"
	// OperationNameStart ...
	OperationNameStart OperationName = "Start"
	// OperationNameStop ...
	OperationNameStop OperationName = "Stop"
)

func PossibleOperationNameValues 

func PossibleOperationNameValues() []OperationName

PossibleOperationNameValues returns an array of possible values for the OperationName const type.

type OperationStatus 

type OperationStatus string

OperationStatus enumerates the values for operation status. 

const (
	// OperationStatusCreateFailed ...
	OperationStatusCreateFailed OperationStatus = "CreateFailed"
	// OperationStatusDeleteFailed ...
	OperationStatusDeleteFailed OperationStatus = "DeleteFailed"
	// OperationStatusInProgress ...
	OperationStatusInProgress OperationStatus = "InProgress"
	// OperationStatusReimageFailed ...
	OperationStatusReimageFailed OperationStatus = "ReimageFailed"
	// OperationStatusRestartFailed ...
	OperationStatusRestartFailed OperationStatus = "RestartFailed"
	// OperationStatusStartFailed ...
	OperationStatusStartFailed OperationStatus = "StartFailed"
	// OperationStatusStopFailed ...
	OperationStatusStopFailed OperationStatus = "StopFailed"
	// OperationStatusSucceeded ...
	OperationStatusSucceeded OperationStatus = "Succeeded"
)

func PossibleOperationStatusValues 

func PossibleOperationStatusValues() []OperationStatus

PossibleOperationStatusValues returns an array of possible values for the OperationStatus const type.

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 OrderString 

type OrderString string

OrderString enumerates the values for order string. 

const (
	// OrderStringCreatedAtAsc ...
	OrderStringCreatedAtAsc OrderString = "CreatedAtAsc"
	// OrderStringCreatedAtDesc ...
	OrderStringCreatedAtDesc OrderString = "CreatedAtDesc"
	// OrderStringUpdatedAtAsc ...
	OrderStringUpdatedAtAsc OrderString = "UpdatedAtAsc"
	// OrderStringUpdatedAtDesc ...
	OrderStringUpdatedAtDesc OrderString = "UpdatedAtDesc"
)

func PossibleOrderStringValues 

func PossibleOrderStringValues() []OrderString

PossibleOrderStringValues returns an array of possible values for the OrderString const type.

type OsType 

type OsType string

OsType enumerates the values for os type. 

const (
	// OsTypeLinux ...
	OsTypeLinux OsType = "Linux"
	// OsTypeWindows ...
	OsTypeWindows OsType = "Windows"
)

func PossibleOsTypeValues 

func PossibleOsTypeValues() []OsType

PossibleOsTypeValues returns an array of possible values for the OsType const type.

type PaginatedComputeResourcesList 

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

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

func (PaginatedComputeResourcesList) IsEmpty 

func (pcrl PaginatedComputeResourcesList) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type PaginatedComputeResourcesListIterator 

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

PaginatedComputeResourcesListIterator provides access to a complete listing of ComputeResource values.

func NewPaginatedComputeResourcesListIterator 

func NewPaginatedComputeResourcesListIterator(page PaginatedComputeResourcesListPage) PaginatedComputeResourcesListIterator

Creates a new instance of the PaginatedComputeResourcesListIterator type.

func (*PaginatedComputeResourcesListIterator) Next 

func (iter *PaginatedComputeResourcesListIterator) Next() error

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

func (*PaginatedComputeResourcesListIterator) NextWithContext 

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

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

func (PaginatedComputeResourcesListIterator) NotDone 

func (iter PaginatedComputeResourcesListIterator) NotDone() bool

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

func (PaginatedComputeResourcesListIterator) Response 

func (iter PaginatedComputeResourcesListIterator) Response() PaginatedComputeResourcesList

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

func (PaginatedComputeResourcesListIterator) Value 

func (iter PaginatedComputeResourcesListIterator) Value() ComputeResource

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

type PaginatedComputeResourcesListPage 

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

PaginatedComputeResourcesListPage contains a page of ComputeResource values.

func NewPaginatedComputeResourcesListPage 

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

Creates a new instance of the PaginatedComputeResourcesListPage type.

func (*PaginatedComputeResourcesListPage) Next 

func (page *PaginatedComputeResourcesListPage) Next() error

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

func (*PaginatedComputeResourcesListPage) NextWithContext 

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

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

func (PaginatedComputeResourcesListPage) NotDone 

func (page PaginatedComputeResourcesListPage) NotDone() bool

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

func (PaginatedComputeResourcesListPage) Response 

func (page PaginatedComputeResourcesListPage) Response() PaginatedComputeResourcesList

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

func (PaginatedComputeResourcesListPage) Values 

func (page PaginatedComputeResourcesListPage) Values() []ComputeResource

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

type PaginatedServiceList 

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

PaginatedServiceList paginated list of Machine Learning service objects wrapped in ARM resource envelope.

func (PaginatedServiceList) IsEmpty 

func (psl PaginatedServiceList) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

func (PaginatedServiceList) MarshalJSON 

func (psl PaginatedServiceList) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for PaginatedServiceList.

type PaginatedServiceListIterator 

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

PaginatedServiceListIterator provides access to a complete listing of ServiceResource values.

func NewPaginatedServiceListIterator 

func NewPaginatedServiceListIterator(page PaginatedServiceListPage) PaginatedServiceListIterator

Creates a new instance of the PaginatedServiceListIterator type.

func (*PaginatedServiceListIterator) Next 

func (iter *PaginatedServiceListIterator) 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 (*PaginatedServiceListIterator) NextWithContext 

func (iter *PaginatedServiceListIterator) 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 (PaginatedServiceListIterator) NotDone 

func (iter PaginatedServiceListIterator) NotDone() bool

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

func (PaginatedServiceListIterator) Response 

func (iter PaginatedServiceListIterator) Response() PaginatedServiceList

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

func (PaginatedServiceListIterator) Value 

func (iter PaginatedServiceListIterator) Value() ServiceResource

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

type PaginatedServiceListPage 

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

PaginatedServiceListPage contains a page of ServiceResource values.

func NewPaginatedServiceListPage 

func NewPaginatedServiceListPage(cur PaginatedServiceList, getNextPage func(context.Context, PaginatedServiceList) (PaginatedServiceList, error)) PaginatedServiceListPage

Creates a new instance of the PaginatedServiceListPage type.

func (*PaginatedServiceListPage) Next 

func (page *PaginatedServiceListPage) 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 (*PaginatedServiceListPage) NextWithContext 

func (page *PaginatedServiceListPage) 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 (PaginatedServiceListPage) NotDone 

func (page PaginatedServiceListPage) NotDone() bool

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

func (PaginatedServiceListPage) Response 

func (page PaginatedServiceListPage) Response() PaginatedServiceList

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

func (PaginatedServiceListPage) Values 

func (page PaginatedServiceListPage) Values() []ServiceResource

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

type PaginatedWorkspaceConnectionsList 

type PaginatedWorkspaceConnectionsList struct {
	autorest.Response `json:"-"`
	// Value - An array of Workspace connection objects.
	Value *[]WorkspaceConnection `json:"value,omitempty"`
	// NextLink - A continuation link (absolute URI) to the next page of results in the list.
	NextLink *string `json:"nextLink,omitempty"`
}

PaginatedWorkspaceConnectionsList paginated list of Workspace connection objects.

type Password 

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

Password ...

func (Password) MarshalJSON 

func (p Password) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for Password.

type PersonalComputeInstanceSettings 

type PersonalComputeInstanceSettings struct {
	// AssignedUser - A user explicitly assigned to a personal compute instance.
	AssignedUser *AssignedUser `json:"assignedUser,omitempty"`
}

PersonalComputeInstanceSettings settings for a personal compute instance.

type PrivateEndpoint 

type PrivateEndpoint struct {
	// ID - READ-ONLY; The ARM identifier for Private Endpoint
	ID *string `json:"id,omitempty"`
	// SubnetArmID - READ-ONLY; The ARM identifier for Subnet resource that private endpoint links to
	SubnetArmID *string `json:"subnetArmId,omitempty"`
}

PrivateEndpoint the Private Endpoint resource.

func (PrivateEndpoint) MarshalJSON 

func (peVar PrivateEndpoint) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for PrivateEndpoint.

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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,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: 'PrivateEndpointConnectionProvisioningStateSucceeded', 'PrivateEndpointConnectionProvisioningStateCreating', 'PrivateEndpointConnectionProvisioningStateDeleting', 'PrivateEndpointConnectionProvisioningStateFailed'
	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 (
	// PrivateEndpointConnectionProvisioningStateCreating ...
	PrivateEndpointConnectionProvisioningStateCreating PrivateEndpointConnectionProvisioningState = "Creating"
	// PrivateEndpointConnectionProvisioningStateDeleting ...
	PrivateEndpointConnectionProvisioningStateDeleting PrivateEndpointConnectionProvisioningState = "Deleting"
	// PrivateEndpointConnectionProvisioningStateFailed ...
	PrivateEndpointConnectionProvisioningStateFailed PrivateEndpointConnectionProvisioningState = "Failed"
	// PrivateEndpointConnectionProvisioningStateSucceeded ...
	PrivateEndpointConnectionProvisioningStateSucceeded 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 (
	// PrivateEndpointServiceConnectionStatusApproved ...
	PrivateEndpointServiceConnectionStatusApproved PrivateEndpointServiceConnectionStatus = "Approved"
	// PrivateEndpointServiceConnectionStatusDisconnected ...
	PrivateEndpointServiceConnectionStatusDisconnected PrivateEndpointServiceConnectionStatus = "Disconnected"
	// PrivateEndpointServiceConnectionStatusPending ...
	PrivateEndpointServiceConnectionStatusPending PrivateEndpointServiceConnectionStatus = "Pending"
	// PrivateEndpointServiceConnectionStatusRejected ...
	PrivateEndpointServiceConnectionStatusRejected PrivateEndpointServiceConnectionStatus = "Rejected"
	// PrivateEndpointServiceConnectionStatusTimeout ...
	PrivateEndpointServiceConnectionStatusTimeout 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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,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: 'PrivateEndpointServiceConnectionStatusPending', 'PrivateEndpointServiceConnectionStatusApproved', 'PrivateEndpointServiceConnectionStatusRejected', 'PrivateEndpointServiceConnectionStatusDisconnected', 'PrivateEndpointServiceConnectionStatusTimeout'
	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: 'QuotaUnitCount'
	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 (
	// QuotaUnitCount ...
	QuotaUnitCount 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"`
	// Location - Region of workspace quota to be updated.
	Location *string `json:"location,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 RCranPackage 

type RCranPackage struct {
	// Name - The package name.
	Name *string `json:"name,omitempty"`
	// Repository - The repository name.
	Repository *string `json:"repository,omitempty"`
}

RCranPackage ...

type RGitHubPackage 

type RGitHubPackage struct {
	// Repository - Repository address in the format username/repo[/subdir][@ref|#pull].
	Repository *string `json:"repository,omitempty"`
	// AuthToken - Personal access token to install from a private repo
	AuthToken *string `json:"authToken,omitempty"`
}

RGitHubPackage ...

type RGitHubPackageResponse 

type RGitHubPackageResponse struct {
	// Repository - Repository address in the format username/repo[/subdir][@ref|#pull].
	Repository *string `json:"repository,omitempty"`
}

RGitHubPackageResponse ...

type RSection 

type RSection struct {
	// RVersion - The version of R to be installed
	RVersion *string `json:"rVersion,omitempty"`
	// UserManaged - Indicates whether the environment is managed by user or by AzureML.
	UserManaged *bool `json:"userManaged,omitempty"`
	// RscriptPath - The Rscript path to use if an environment build is not required.
	// The path specified gets used to call the user script.
	RscriptPath *string `json:"rscriptPath,omitempty"`
	// SnapshotDate - Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
	SnapshotDate *string `json:"snapshotDate,omitempty"`
	// CranPackages - The CRAN packages to use.
	CranPackages *[]RCranPackage `json:"cranPackages,omitempty"`
	// GitHubPackages - The packages directly from GitHub.
	GitHubPackages *[]RGitHubPackage `json:"gitHubPackages,omitempty"`
	// CustomURLPackages - The packages from custom urls.
	CustomURLPackages *[]string `json:"customUrlPackages,omitempty"`
	// BioConductorPackages - The packages from Bioconductor.
	BioConductorPackages *[]string `json:"bioConductorPackages,omitempty"`
}

RSection ...

type RSectionResponse 

type RSectionResponse struct {
	// RVersion - The version of R to be installed
	RVersion *string `json:"rVersion,omitempty"`
	// UserManaged - Indicates whether the environment is managed by user or by AzureML.
	UserManaged *bool `json:"userManaged,omitempty"`
	// RscriptPath - The Rscript path to use if an environment build is not required.
	// The path specified gets used to call the user script.
	RscriptPath *string `json:"rscriptPath,omitempty"`
	// SnapshotDate - Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
	SnapshotDate *string `json:"snapshotDate,omitempty"`
	// CranPackages - The CRAN packages to use.
	CranPackages *[]RCranPackage `json:"cranPackages,omitempty"`
	// GitHubPackages - The packages directly from GitHub.
	GitHubPackages *[]RGitHubPackageResponse `json:"gitHubPackages,omitempty"`
	// CustomURLPackages - The packages from custom urls.
	CustomURLPackages *[]string `json:"customUrlPackages,omitempty"`
	// BioConductorPackages - The packages from Bioconductor.
	BioConductorPackages *[]string `json:"bioConductorPackages,omitempty"`
}

RSectionResponse ...

type ReasonCode 

type ReasonCode string

ReasonCode enumerates the values for reason code. 

const (
	// ReasonCodeNotAvailableForRegion ...
	ReasonCodeNotAvailableForRegion ReasonCode = "NotAvailableForRegion"
	// ReasonCodeNotAvailableForSubscription ...
	ReasonCodeNotAvailableForSubscription ReasonCode = "NotAvailableForSubscription"
	// ReasonCodeNotSpecified ...
	ReasonCodeNotSpecified 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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,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 (
	// ResourceIdentityTypeNone ...
	ResourceIdentityTypeNone ResourceIdentityType = "None"
	// ResourceIdentityTypeSystemAssigned ...
	ResourceIdentityTypeSystemAssigned ResourceIdentityType = "SystemAssigned"
	// ResourceIdentityTypeSystemAssignedUserAssigned ...
	ResourceIdentityTypeSystemAssignedUserAssigned ResourceIdentityType = "SystemAssigned,UserAssigned"
	// ResourceIdentityTypeUserAssigned ...
	ResourceIdentityTypeUserAssigned ResourceIdentityType = "UserAssigned"
)

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.

func (ResourceName) MarshalJSON 

func (rn ResourceName) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ResourceName.

type ResourceQuota 

type ResourceQuota struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// AmlWorkspaceLocation - READ-ONLY; Region of the AML workspace in the id.
	AmlWorkspaceLocation *string `json:"amlWorkspaceLocation,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: 'QuotaUnitCount'
	Unit QuotaUnit `json:"unit,omitempty"`
}

ResourceQuota the quota assigned to a resource.

func (ResourceQuota) MarshalJSON 

func (rq ResourceQuota) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ResourceQuota.

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 ...

func (ResourceSkuLocationInfo) MarshalJSON 

func (rsli ResourceSkuLocationInfo) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for 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.

func (ResourceSkuZoneDetails) MarshalJSON 

func (rszd ResourceSkuZoneDetails) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ResourceSkuZoneDetails.

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: 'ReasonCodeNotSpecified', 'ReasonCodeNotAvailableForRegion', 'ReasonCodeNotAvailableForSubscription'
	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 SSHPublicAccess 

type SSHPublicAccess string

SSHPublicAccess enumerates the values for ssh public access. 

const (
	// SSHPublicAccessDisabled ...
	SSHPublicAccessDisabled SSHPublicAccess = "Disabled"
	// SSHPublicAccessEnabled ...
	SSHPublicAccessEnabled SSHPublicAccess = "Enabled"
)

func PossibleSSHPublicAccessValues 

func PossibleSSHPublicAccessValues() []SSHPublicAccess

PossibleSSHPublicAccessValues returns an array of possible values for the SSHPublicAccess const type.

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. This string needs to be in the RFC Format.
	NodeIdleTimeBeforeScaleDown *string `json:"nodeIdleTimeBeforeScaleDown,omitempty"`
}

ScaleSettings scale settings for AML Compute

type ScriptReference 

type ScriptReference struct {
	// ScriptSource - The storage source of the script: inline, workspace.
	ScriptSource *string `json:"scriptSource,omitempty"`
	// ScriptData - The location of scripts in the mounted volume.
	ScriptData *string `json:"scriptData,omitempty"`
	// ScriptArguments - Optional command line arguments passed to the script to run.
	ScriptArguments *string `json:"scriptArguments,omitempty"`
	// Timeout - Optional time period passed to timeout command.
	Timeout *string `json:"timeout,omitempty"`
}

ScriptReference script reference

type ScriptsToExecute 

type ScriptsToExecute struct {
	// StartupScript - Script that's run every time the machine starts.
	StartupScript *ScriptReference `json:"startupScript,omitempty"`
	// CreationScript - Script that's run only once during provision of the compute.
	CreationScript *ScriptReference `json:"creationScript,omitempty"`
}

ScriptsToExecute customized setup scripts

type ServiceManagedResourcesSettings 

type ServiceManagedResourcesSettings struct {
	// CosmosDb - The settings for the service managed cosmosdb account.
	CosmosDb *CosmosDbSettings `json:"cosmosDb,omitempty"`
}

ServiceManagedResourcesSettings ...

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 ServiceResource 

type ServiceResource struct {
	autorest.Response `json:"-"`
	// Properties - Service properties
	Properties BasicServiceResponseBase `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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,omitempty"`
}

ServiceResource machine Learning service object wrapped into ARM resource envelope.

func (ServiceResource) MarshalJSON 

func (sr ServiceResource) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ServiceResource.

func (*ServiceResource) UnmarshalJSON 

func (sr *ServiceResource) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for ServiceResource struct.

type ServiceResponseBase 

type ServiceResponseBase struct {
	// Description - The service description.
	Description *string `json:"description,omitempty"`
	// KvTags - The service tag dictionary. Tags are mutable.
	KvTags map[string]*string `json:"kvTags"`
	// Properties - The service property dictionary. Properties are immutable.
	Properties map[string]*string `json:"properties"`
	// State - READ-ONLY; The current state of the service. Possible values include: 'WebServiceStateTransitioning', 'WebServiceStateHealthy', 'WebServiceStateUnhealthy', 'WebServiceStateFailed', 'WebServiceStateUnschedulable'
	State WebServiceState `json:"state,omitempty"`
	// Error - READ-ONLY; The error details.
	Error *ServiceResponseBaseError `json:"error,omitempty"`
	// DeploymentType - The deployment type for the service. Possible values include: 'DeploymentTypeGRPCRealtimeEndpoint', 'DeploymentTypeHTTPRealtimeEndpoint', 'DeploymentTypeBatch'
	DeploymentType DeploymentType `json:"deploymentType,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicServiceResponseBaseComputeTypeServiceResponseBase', 'ComputeTypeBasicServiceResponseBaseComputeTypeACI', 'ComputeTypeBasicServiceResponseBaseComputeTypeCustom', 'ComputeTypeBasicServiceResponseBaseComputeTypeAKS'
	ComputeType ComputeTypeBasicServiceResponseBase `json:"computeType,omitempty"`
}

ServiceResponseBase the base service response. The correct inherited response based on computeType will be returned (ex. ACIServiceResponse)

func (ServiceResponseBase) AsACIServiceResponse 

func (srb ServiceResponseBase) AsACIServiceResponse() (*ACIServiceResponse, bool)

AsACIServiceResponse is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) AsAKSServiceResponse 

func (srb ServiceResponseBase) AsAKSServiceResponse() (*AKSServiceResponse, bool)

AsAKSServiceResponse is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) AsAKSVariantResponse 

func (srb ServiceResponseBase) AsAKSVariantResponse() (*AKSVariantResponse, bool)

AsAKSVariantResponse is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) AsBasicAKSVariantResponse 

func (srb ServiceResponseBase) AsBasicAKSVariantResponse() (BasicAKSVariantResponse, bool)

AsBasicAKSVariantResponse is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) AsBasicServiceResponseBase 

func (srb ServiceResponseBase) AsBasicServiceResponseBase() (BasicServiceResponseBase, bool)

AsBasicServiceResponseBase is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) AsServiceResponseBase 

func (srb ServiceResponseBase) AsServiceResponseBase() (*ServiceResponseBase, bool)

AsServiceResponseBase is the BasicServiceResponseBase implementation for ServiceResponseBase.

func (ServiceResponseBase) MarshalJSON 

func (srb ServiceResponseBase) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ServiceResponseBase.

type ServiceResponseBaseError 

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

ServiceResponseBaseError the error details.

func (ServiceResponseBaseError) MarshalJSON 

func (srb ServiceResponseBaseError) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for ServiceResponseBaseError.

type SetupScripts 

type SetupScripts struct {
	// Scripts - Customized setup scripts
	Scripts *ScriptsToExecute `json:"scripts,omitempty"`
}

SetupScripts details of customized scripts to execute for setting up the cluster.

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: 'PrivateEndpointServiceConnectionStatusPending', 'PrivateEndpointServiceConnectionStatusApproved', 'PrivateEndpointServiceConnectionStatusRejected', 'PrivateEndpointServiceConnectionStatusDisconnected', 'PrivateEndpointServiceConnectionStatusTimeout'
	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 SparkMavenPackage 

type SparkMavenPackage struct {
	Group    *string `json:"group,omitempty"`
	Artifact *string `json:"artifact,omitempty"`
	Version  *string `json:"version,omitempty"`
}

SparkMavenPackage ...

type SslConfiguration 

type SslConfiguration struct {
	// Status - Enable or disable ssl for scoring. Possible values include: 'Status1Disabled', 'Status1Enabled', 'Status1Auto'
	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"`
	// LeafDomainLabel - Leaf domain label of public endpoint
	LeafDomainLabel *string `json:"leafDomainLabel,omitempty"`
	// OverwriteExistingDomain - Indicates whether to overwrite existing domain label.
	OverwriteExistingDomain *bool `json:"overwriteExistingDomain,omitempty"`
}

SslConfiguration the ssl configuration for scoring

type Status 

type Status string

Status enumerates the values for status. 

const (
	// StatusFailure ...
	StatusFailure Status = "Failure"
	// StatusInvalidQuotaBelowClusterMinimum ...
	StatusInvalidQuotaBelowClusterMinimum Status = "InvalidQuotaBelowClusterMinimum"
	// StatusInvalidQuotaExceedsSubscriptionLimit ...
	StatusInvalidQuotaExceedsSubscriptionLimit Status = "InvalidQuotaExceedsSubscriptionLimit"
	// StatusInvalidVMFamilyName ...
	StatusInvalidVMFamilyName Status = "InvalidVMFamilyName"
	// StatusOperationNotEnabledForRegion ...
	StatusOperationNotEnabledForRegion Status = "OperationNotEnabledForRegion"
	// StatusOperationNotSupportedForSku ...
	StatusOperationNotSupportedForSku Status = "OperationNotSupportedForSku"
	// StatusSuccess ...
	StatusSuccess Status = "Success"
	// StatusUndefined ...
	StatusUndefined 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 (
	// Status1Auto ...
	Status1Auto Status1 = "Auto"
	// 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 StorageAccountClient 

type StorageAccountClient struct {
	BaseClient
}

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

func NewStorageAccountClient 

func NewStorageAccountClient(subscriptionID string) StorageAccountClient

NewStorageAccountClient creates an instance of the StorageAccountClient client.

func NewStorageAccountClientWithBaseURI 

func NewStorageAccountClientWithBaseURI(baseURI string, subscriptionID string) StorageAccountClient

NewStorageAccountClientWithBaseURI creates an instance of the StorageAccountClient 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 (StorageAccountClient) ListKeys 

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

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

func (StorageAccountClient) ListKeysPreparer 

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

ListKeysPreparer prepares the ListKeys request.

func (StorageAccountClient) ListKeysResponder 

func (client StorageAccountClient) ListKeysResponder(resp *http.Response) (result ListStorageAccountKeysResult, err error)

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

func (StorageAccountClient) ListKeysSender 

func (client StorageAccountClient) 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.

type SynapseSpark 

type SynapseSpark struct {
	// ComputeType - The type of compute. Possible values include: 'ComputeTypeAKS', 'ComputeTypeAmlCompute', 'ComputeTypeComputeInstance', 'ComputeTypeDataFactory', 'ComputeTypeVirtualMachine', 'ComputeTypeHDInsight', 'ComputeTypeDatabricks', 'ComputeTypeDataLakeAnalytics', 'ComputeTypeSynapseSpark'
	ComputeType ComputeType `json:"computeType,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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// Properties - AKS properties
	Properties *SynapseSparkProperties `json:"properties,omitempty"`
}

SynapseSpark a SynapseSpark compute.

func (SynapseSpark) MarshalJSON 

func (ss SynapseSpark) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for SynapseSpark.

type SynapseSparkPoolProperties 

type SynapseSparkPoolProperties struct {
	// Properties - AKS properties
	Properties *SynapseSparkProperties `json:"properties,omitempty"`
}

SynapseSparkPoolProperties properties specific to Synapse Spark pools.

type SynapseSparkProperties 

type SynapseSparkProperties struct {
	// AutoScaleProperties - Auto scale properties.
	AutoScaleProperties *AutoScaleProperties `json:"autoScaleProperties,omitempty"`
	// AutoPauseProperties - Auto pause properties.
	AutoPauseProperties *AutoPauseProperties `json:"autoPauseProperties,omitempty"`
	// SparkVersion - Spark version.
	SparkVersion *string `json:"sparkVersion,omitempty"`
	// NodeCount - The number of compute nodes currently assigned to the compute.
	NodeCount *int32 `json:"nodeCount,omitempty"`
	// NodeSize - Node size.
	NodeSize *string `json:"nodeSize,omitempty"`
	// NodeSizeFamily - Node size family.
	NodeSizeFamily *string `json:"nodeSizeFamily,omitempty"`
	// SubscriptionID - Azure subscription identifier.
	SubscriptionID *string `json:"subscriptionId,omitempty"`
	// ResourceGroup - Name of the resource group in which workspace is located.
	ResourceGroup *string `json:"resourceGroup,omitempty"`
	// WorkspaceName - Name of Azure Machine Learning workspace.
	WorkspaceName *string `json:"workspaceName,omitempty"`
	// PoolName - Pool name.
	PoolName *string `json:"poolName,omitempty"`
}

SynapseSparkProperties AKS properties

type SystemData 

type SystemData struct {
	// CreatedBy - An identifier for the identity that created the resource
	CreatedBy *string `json:"createdBy,omitempty"`
	// CreatedByType - The type of identity that created the resource. Possible values include: 'IdentityTypeUser', 'IdentityTypeApplication', 'IdentityTypeManagedIdentity', 'IdentityTypeKey'
	CreatedByType IdentityType `json:"createdByType,omitempty"`
	// CreatedAt - The timestamp of resource creation (UTC)
	CreatedAt *date.Time `json:"createdAt,omitempty"`
	// LastModifiedBy - An identifier for the identity that last modified the resource
	LastModifiedBy *string `json:"lastModifiedBy,omitempty"`
	// LastModifiedByType - The type of identity that last modified the resource. Possible values include: 'IdentityTypeUser', 'IdentityTypeApplication', 'IdentityTypeManagedIdentity', 'IdentityTypeKey'
	LastModifiedByType IdentityType `json:"lastModifiedByType,omitempty"`
	// LastModifiedAt - The timestamp of resource last modification (UTC)
	LastModifiedAt *date.Time `json:"lastModifiedAt,omitempty"`
}

SystemData read only system data

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.

func (SystemService) MarshalJSON 

func (ss SystemService) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for SystemService.

type UnderlyingResourceAction 

type UnderlyingResourceAction string

UnderlyingResourceAction enumerates the values for underlying resource action. 

const (
	// UnderlyingResourceActionDelete ...
	UnderlyingResourceActionDelete UnderlyingResourceAction = "Delete"
	// UnderlyingResourceActionDetach ...
	UnderlyingResourceActionDetach 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: 'QuotaUnitCount'
	Unit QuotaUnit `json:"unit,omitempty"`
	// Status - Status of update workspace quota. Possible values include: 'StatusUndefined', 'StatusSuccess', 'StatusFailure', 'StatusInvalidQuotaBelowClusterMinimum', 'StatusInvalidQuotaExceedsSubscriptionLimit', 'StatusInvalidVMFamilyName', 'StatusOperationNotSupportedForSku', 'StatusOperationNotEnabledForRegion'
	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.

func (UpdateWorkspaceQuotasResult) MarshalJSON 

func (uwqr UpdateWorkspaceQuotasResult) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for UpdateWorkspaceQuotasResult.

type Usage 

type Usage struct {
	// ID - READ-ONLY; Specifies the resource ID.
	ID *string `json:"id,omitempty"`
	// AmlWorkspaceLocation - READ-ONLY; Region of the AML workspace in the id.
	AmlWorkspaceLocation *string `json:"amlWorkspaceLocation,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.

func (Usage) MarshalJSON 

func (u Usage) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for 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.

func (UsageName) MarshalJSON 

func (un UsageName) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for UsageName.

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 UserAssignedIdentity 

type UserAssignedIdentity struct {
	// PrincipalID - READ-ONLY; The principal ID of the user assigned identity.
	PrincipalID *string `json:"principalId,omitempty"`
	// TenantID - READ-ONLY; The tenant ID of the user assigned identity.
	TenantID *string `json:"tenantId,omitempty"`
	// ClientID - READ-ONLY; The clientId(aka appId) of the user assigned identity.
	ClientID *string `json:"clientId,omitempty"`
}

UserAssignedIdentity user Assigned Identity

func (UserAssignedIdentity) MarshalJSON 

func (uai UserAssignedIdentity) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for UserAssignedIdentity.

type VMPriceOSType 

type VMPriceOSType string

VMPriceOSType enumerates the values for vm price os type. 

const (
	// VMPriceOSTypeLinux ...
	VMPriceOSTypeLinux VMPriceOSType = "Linux"
	// VMPriceOSTypeWindows ...
	VMPriceOSTypeWindows VMPriceOSType = "Windows"
)

func PossibleVMPriceOSTypeValues 

func PossibleVMPriceOSTypeValues() []VMPriceOSType

PossibleVMPriceOSTypeValues returns an array of possible values for the VMPriceOSType const type.

type VMPriority 

type VMPriority string

VMPriority enumerates the values for vm priority. 

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

func PossibleVMPriorityValues 

func PossibleVMPriorityValues() []VMPriority

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

type VMTier 

type VMTier string

VMTier enumerates the values for vm tier. 

const (
	// VMTierLowPriority ...
	VMTierLowPriority VMTier = "LowPriority"
	// VMTierSpot ...
	VMTierSpot VMTier = "Spot"
	// VMTierStandard ...
	VMTierStandard VMTier = "Standard"
)

func PossibleVMTierValues 

func PossibleVMTierValues() []VMTier

PossibleVMTierValues returns an array of possible values for the VMTier const type.

type ValueFormat 

type ValueFormat string

ValueFormat enumerates the values for value format. 

const (
	// ValueFormatJSON ...
	ValueFormatJSON ValueFormat = "JSON"
)

func PossibleValueFormatValues 

func PossibleValueFormatValues() []ValueFormat

PossibleValueFormatValues returns an array of possible values for the ValueFormat const type.

type VariantType 

type VariantType string

VariantType enumerates the values for variant type. 

const (
	// VariantTypeControl ...
	VariantTypeControl VariantType = "Control"
	// VariantTypeTreatment ...
	VariantTypeTreatment VariantType = "Treatment"
)

func PossibleVariantTypeValues 

func PossibleVariantTypeValues() []VariantType

PossibleVariantTypeValues returns an array of possible values for the VariantType 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 time at which the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The time at which 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"`
	// DisableLocalAuth - Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication.
	DisableLocalAuth *bool `json:"disableLocalAuth,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeBasicComputeComputeTypeCompute', 'ComputeTypeBasicComputeComputeTypeAKS', 'ComputeTypeBasicComputeComputeTypeAmlCompute', 'ComputeTypeBasicComputeComputeTypeComputeInstance', 'ComputeTypeBasicComputeComputeTypeVirtualMachine', 'ComputeTypeBasicComputeComputeTypeHDInsight', 'ComputeTypeBasicComputeComputeTypeDataFactory', 'ComputeTypeBasicComputeComputeTypeDatabricks', 'ComputeTypeBasicComputeComputeTypeDataLakeAnalytics'
	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) AsComputeInstance 

func (VM VirtualMachine) AsComputeInstance() (*ComputeInstance, bool)

AsComputeInstance 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 VirtualMachineImage 

type VirtualMachineImage struct {
	// ID - Virtual Machine image path
	ID *string `json:"id,omitempty"`
}

VirtualMachineImage virtual Machine image for Windows AML Compute

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"`
	// IsNotebookInstanceCompute - Indicates whether this compute will be used for running notebooks.
	IsNotebookInstanceCompute *bool `json:"isNotebookInstanceCompute,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"`
	// EstimatedVMPrices - The estimated price information for using a VM.
	EstimatedVMPrices *EstimatedVMPrices `json:"estimatedVMPrices,omitempty"`
	// SupportedComputeTypes - Specifies the compute types supported by the virtual machine size.
	SupportedComputeTypes *[]string `json:"supportedComputeTypes,omitempty"`
}

VirtualMachineSize describes the properties of a VM size.

func (VirtualMachineSize) MarshalJSON 

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

MarshalJSON is the custom marshaler for VirtualMachineSize.

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 VnetConfiguration 

type VnetConfiguration struct {
	// VnetName - The name of the virtual network.
	VnetName *string `json:"vnetName,omitempty"`
	// SubnetName - The name of the virtual network subnet.
	SubnetName *string `json:"subnetName,omitempty"`
}

VnetConfiguration ...

type WebServiceState 

type WebServiceState string

WebServiceState enumerates the values for web service state. 

const (
	// WebServiceStateFailed ...
	WebServiceStateFailed WebServiceState = "Failed"
	// WebServiceStateHealthy ...
	WebServiceStateHealthy WebServiceState = "Healthy"
	// WebServiceStateTransitioning ...
	WebServiceStateTransitioning WebServiceState = "Transitioning"
	// WebServiceStateUnhealthy ...
	WebServiceStateUnhealthy WebServiceState = "Unhealthy"
	// WebServiceStateUnschedulable ...
	WebServiceStateUnschedulable WebServiceState = "Unschedulable"
)

func PossibleWebServiceStateValues 

func PossibleWebServiceStateValues() []WebServiceState

PossibleWebServiceStateValues returns an array of possible values for the WebServiceState const type.

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"`
	// SystemData - READ-ONLY
	SystemData *SystemData `json:"systemData,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 WorkspaceClient 

type WorkspaceClient struct {
	BaseClient
}

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

func NewWorkspaceClient 

func NewWorkspaceClient(subscriptionID string) WorkspaceClient

NewWorkspaceClient creates an instance of the WorkspaceClient client.

func NewWorkspaceClientWithBaseURI 

func NewWorkspaceClientWithBaseURI(baseURI string, subscriptionID string) WorkspaceClient

NewWorkspaceClientWithBaseURI creates an instance of the WorkspaceClient 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 (WorkspaceClient) ListSkus 

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

ListSkus lists all skus with associated features

func (WorkspaceClient) ListSkusComplete 

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

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

func (WorkspaceClient) ListSkusPreparer 

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

ListSkusPreparer prepares the ListSkus request.

func (WorkspaceClient) ListSkusResponder 

func (client WorkspaceClient) 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 (WorkspaceClient) ListSkusSender 

func (client WorkspaceClient) 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 WorkspaceConnection 

type WorkspaceConnection struct {
	autorest.Response `json:"-"`
	// ID - READ-ONLY; ResourceId of the workspace connection.
	ID *string `json:"id,omitempty"`
	// Name - READ-ONLY; Friendly name of the workspace connection.
	Name *string `json:"name,omitempty"`
	// Type - READ-ONLY; Resource type of workspace connection.
	Type *string `json:"type,omitempty"`
	// WorkspaceConnectionProps - Properties of workspace connection.
	*WorkspaceConnectionProps `json:"properties,omitempty"`
}

WorkspaceConnection workspace connection.

func (WorkspaceConnection) MarshalJSON 

func (wc WorkspaceConnection) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for WorkspaceConnection.

func (*WorkspaceConnection) UnmarshalJSON 

func (wc *WorkspaceConnection) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for WorkspaceConnection struct.

type WorkspaceConnectionDto 

type WorkspaceConnectionDto struct {
	// Name - Friendly name of the workspace connection
	Name *string `json:"name,omitempty"`
	// WorkspaceConnectionProps - Properties of workspace connection.
	*WorkspaceConnectionProps `json:"properties,omitempty"`
}

WorkspaceConnectionDto object used for creating workspace connection.

func (WorkspaceConnectionDto) MarshalJSON 

func (wcd WorkspaceConnectionDto) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for WorkspaceConnectionDto.

func (*WorkspaceConnectionDto) UnmarshalJSON 

func (wcd *WorkspaceConnectionDto) UnmarshalJSON(body []byte) error

UnmarshalJSON is the custom unmarshaler for WorkspaceConnectionDto struct.

type WorkspaceConnectionProps 

type WorkspaceConnectionProps struct {
	// Category - Category of the workspace connection.
	Category *string `json:"category,omitempty"`
	// Target - Target of the workspace connection.
	Target *string `json:"target,omitempty"`
	// AuthType - Authorization type of the workspace connection.
	AuthType *string `json:"authType,omitempty"`
	// Value - Value details of the workspace connection.
	Value *string `json:"value,omitempty"`
	// ValueFormat - format for the workspace connection value. Possible values include: 'ValueFormatJSON'
	ValueFormat ValueFormat `json:"valueFormat,omitempty"`
}

WorkspaceConnectionProps workspace Connection specific properties.

type WorkspaceConnectionsClient 

type WorkspaceConnectionsClient struct {
	BaseClient
}

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

func NewWorkspaceConnectionsClient 

func NewWorkspaceConnectionsClient(subscriptionID string) WorkspaceConnectionsClient

NewWorkspaceConnectionsClient creates an instance of the WorkspaceConnectionsClient client.

func NewWorkspaceConnectionsClientWithBaseURI 

func NewWorkspaceConnectionsClientWithBaseURI(baseURI string, subscriptionID string) WorkspaceConnectionsClient

NewWorkspaceConnectionsClientWithBaseURI creates an instance of the WorkspaceConnectionsClient 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 (WorkspaceConnectionsClient) Create 

func (client WorkspaceConnectionsClient) Create(ctx context.Context, resourceGroupName string, workspaceName string, connectionName string, parameters WorkspaceConnectionDto) (result WorkspaceConnection, err error)

Create add a new workspace connection. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. connectionName - friendly name of the workspace connection parameters - the object for creating or updating a new workspace connection

func (WorkspaceConnectionsClient) CreatePreparer 

func (client WorkspaceConnectionsClient) CreatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, connectionName string, parameters WorkspaceConnectionDto) (*http.Request, error)

CreatePreparer prepares the Create request.

func (WorkspaceConnectionsClient) CreateResponder 

func (client WorkspaceConnectionsClient) CreateResponder(resp *http.Response) (result WorkspaceConnection, err error)

CreateResponder handles the response to the Create request. The method always closes the http.Response Body.

func (WorkspaceConnectionsClient) CreateSender 

func (client WorkspaceConnectionsClient) CreateSender(req *http.Request) (*http.Response, error)

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

func (WorkspaceConnectionsClient) Delete 

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

Delete delete a workspace connection. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. connectionName - friendly name of the workspace connection

func (WorkspaceConnectionsClient) DeletePreparer 

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

DeletePreparer prepares the Delete request.

func (WorkspaceConnectionsClient) DeleteResponder 

func (client WorkspaceConnectionsClient) 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 (WorkspaceConnectionsClient) DeleteSender 

func (client WorkspaceConnectionsClient) 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 (WorkspaceConnectionsClient) Get 

func (client WorkspaceConnectionsClient) Get(ctx context.Context, resourceGroupName string, workspaceName string, connectionName string) (result WorkspaceConnection, err error)

Get get the detail of a workspace connection. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. connectionName - friendly name of the workspace connection

func (WorkspaceConnectionsClient) GetPreparer 

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

GetPreparer prepares the Get request.

func (WorkspaceConnectionsClient) GetResponder 

func (client WorkspaceConnectionsClient) GetResponder(resp *http.Response) (result WorkspaceConnection, err error)

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

func (WorkspaceConnectionsClient) GetSender 

func (client WorkspaceConnectionsClient) 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 (WorkspaceConnectionsClient) List 

func (client WorkspaceConnectionsClient) List(ctx context.Context, resourceGroupName string, workspaceName string, target string, category string) (result PaginatedWorkspaceConnectionsList, err error)

List list all connections under a AML workspace. Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace. target - target of the workspace connection. category - category of the workspace connection.

func (WorkspaceConnectionsClient) ListPreparer 

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

ListPreparer prepares the List request.

func (WorkspaceConnectionsClient) ListResponder 

func (client WorkspaceConnectionsClient) ListResponder(resp *http.Response) (result PaginatedWorkspaceConnectionsList, err error)

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

func (WorkspaceConnectionsClient) ListSender 

func (client WorkspaceConnectionsClient) 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 WorkspaceFeaturesClient 

type WorkspaceFeaturesClient struct {
	BaseClient
}

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

func NewWorkspaceFeaturesClient 

func NewWorkspaceFeaturesClient(subscriptionID string) WorkspaceFeaturesClient

NewWorkspaceFeaturesClient creates an instance of the WorkspaceFeaturesClient client.

func NewWorkspaceFeaturesClientWithBaseURI 

func NewWorkspaceFeaturesClientWithBaseURI(baseURI string, subscriptionID string) WorkspaceFeaturesClient

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

func (WorkspaceFeaturesClient) List 

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

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

func (WorkspaceFeaturesClient) ListComplete 

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

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

func (WorkspaceFeaturesClient) ListPreparer 

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

ListPreparer prepares the List request.

func (WorkspaceFeaturesClient) ListResponder 

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

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

func (WorkspaceFeaturesClient) ListSender 

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

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

type WorkspaceListResult 

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

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

func (WorkspaceListResult) IsEmpty 

func (wlr WorkspaceListResult) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type WorkspaceListResultIterator 

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

WorkspaceListResultIterator provides access to a complete listing of Workspace values.

func NewWorkspaceListResultIterator 

func NewWorkspaceListResultIterator(page WorkspaceListResultPage) WorkspaceListResultIterator

Creates a new instance of the WorkspaceListResultIterator type.

func (*WorkspaceListResultIterator) Next 

func (iter *WorkspaceListResultIterator) Next() error

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

func (*WorkspaceListResultIterator) NextWithContext 

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

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

func (WorkspaceListResultIterator) NotDone 

func (iter WorkspaceListResultIterator) NotDone() bool

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

func (WorkspaceListResultIterator) Response 

func (iter WorkspaceListResultIterator) Response() WorkspaceListResult

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

func (WorkspaceListResultIterator) Value 

func (iter WorkspaceListResultIterator) Value() Workspace

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

type WorkspaceListResultPage 

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

WorkspaceListResultPage contains a page of Workspace values.

func NewWorkspaceListResultPage 

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

Creates a new instance of the WorkspaceListResultPage type.

func (*WorkspaceListResultPage) Next 

func (page *WorkspaceListResultPage) Next() error

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

func (*WorkspaceListResultPage) NextWithContext 

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

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

func (WorkspaceListResultPage) NotDone 

func (page WorkspaceListResultPage) NotDone() bool

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

func (WorkspaceListResultPage) Response 

func (page WorkspaceListResultPage) Response() WorkspaceListResult

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

func (WorkspaceListResultPage) Values 

func (page WorkspaceListResultPage) Values() []Workspace

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

type WorkspaceProperties 

type WorkspaceProperties struct {
	// WorkspaceID - READ-ONLY; The immutable id associated with this workspace.
	WorkspaceID *string `json:"workspaceId,omitempty"`
	// Description - The description of this workspace.
	Description *string `json:"description,omitempty"`
	// FriendlyName - The friendly name for this workspace. This name in mutable
	FriendlyName *string `json:"friendlyName,omitempty"`
	// 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"`
	// ServiceManagedResourcesSettings - The service managed resource settings.
	ServiceManagedResourcesSettings *ServiceManagedResourcesSettings `json:"serviceManagedResourcesSettings,omitempty"`
	// PrimaryUserAssignedIdentity - The user assigned identity resource id that represents the workspace identity.
	PrimaryUserAssignedIdentity *string `json:"primaryUserAssignedIdentity,omitempty"`
	// TenantID - READ-ONLY; The tenant id associated with this workspace.
	TenantID *string `json:"tenantId,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"`
	// ImageBuildCompute - The compute name for image build
	ImageBuildCompute *string `json:"imageBuildCompute,omitempty"`
	// ServiceManagedResourcesSettings - The service managed resource settings.
	ServiceManagedResourcesSettings *ServiceManagedResourcesSettings `json:"serviceManagedResourcesSettings,omitempty"`
	// PrimaryUserAssignedIdentity - The user assigned identity resource id that represents the workspace identity.
	PrimaryUserAssignedIdentity *string `json:"primaryUserAssignedIdentity,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"`
	// Identity - The identity of the resource.
	Identity *Identity `json:"identity,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, skip 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. skip - continuation token for pagination.

func (WorkspacesClient) ListByResourceGroupComplete 

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

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

func (WorkspacesClient) ListBySubscriptionComplete 

func (client WorkspacesClient) ListBySubscriptionComplete(ctx context.Context, skip 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, skip 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) ListNotebookAccessToken 

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

ListNotebookAccessToken return notebook access token and refresh token Parameters: resourceGroupName - name of the resource group in which workspace is located. workspaceName - name of Azure Machine Learning workspace.

func (WorkspacesClient) ListNotebookAccessTokenPreparer 

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

ListNotebookAccessTokenPreparer prepares the ListNotebookAccessToken request.

func (WorkspacesClient) ListNotebookAccessTokenResponder 

func (client WorkspacesClient) ListNotebookAccessTokenResponder(resp *http.Response) (result NotebookAccessTokenResult, err error)

ListNotebookAccessTokenResponder handles the response to the ListNotebookAccessToken request. The method always closes the http.Response Body.

func (WorkspacesClient) ListNotebookAccessTokenSender 

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

ListNotebookAccessTokenSender sends the ListNotebookAccessToken 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 WorkspacesResyncKeysFuture, 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) (future WorkspacesResyncKeysFuture, err 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.

type WorkspacesResyncKeysFuture 

type WorkspacesResyncKeysFuture 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)
}

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

func (*WorkspacesResyncKeysFuture) UnmarshalJSON 

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

UnmarshalJSON is the custom unmarshaller for CreateFuture.

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