machinelearningservices

package
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 Go to latest Published: May 13, 2020 License: Apache-2.0 Imports: 9 Imported by: 0

Documentation

Overview

Package machinelearningservices implements the Azure ARM Machinelearningservices service API version 2018-03-01-preview.

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

Index

Constants

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

Variables

This section is empty.

Functions

func UserAgent 

func UserAgent() string

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

func Version 

func Version() string

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

Types

type AKS 

type AKS struct {
	// Properties - AKS properties
	Properties *AKSProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	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) AsBasicCompute 

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

AsBasicCompute is the BasicCompute implementation for AKS.

func (AKS) AsBatchAI 

func (a AKS) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for AKS.

func (AKS) AsCompute 

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

AsCompute is the BasicCompute implementation for AKS.

func (AKS) AsDataFactory 

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

AsDataFactory is the BasicCompute implementation for AKS.

func (AKS) 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 - System services
	SystemServices *[]SystemService `json:"systemServices,omitempty"`
	// AgentCount - Number of agents
	AgentCount *int32 `json:"agentCount,omitempty"`
	// AgentVMSize - Agent virtual machine size
	AgentVMSize *string `json:"agentVMSize,omitempty"`
	// SslConfiguration - SSL configuration
	SslConfiguration *SslConfiguration `json:"sslConfiguration,omitempty"`
}

AKSProperties AKS properties

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'
	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) 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 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 BasicCompute 

type BasicCompute interface {
	AsAKS() (*AKS, bool)
	AsBatchAI() (*BatchAI, bool)
	AsVirtualMachine() (*VirtualMachine, bool)
	AsHDInsight() (*HDInsight, bool)
	AsDataFactory() (*DataFactory, bool)
	AsCompute() (*Compute, bool)
}

BasicCompute machine Learning compute object.

type BasicComputeSecrets 

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

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

type BatchAI 

type BatchAI struct {
	// Properties - BatchAI properties
	Properties *BatchAIProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}

BatchAI a Machine Learning compute based on Azure BatchAI.

func (BatchAI) AsAKS 

func (ba BatchAI) AsAKS() (*AKS, bool)

AsAKS is the BasicCompute implementation for BatchAI.

func (BatchAI) AsBasicCompute 

func (ba BatchAI) AsBasicCompute() (BasicCompute, bool)

AsBasicCompute is the BasicCompute implementation for BatchAI.

func (BatchAI) AsBatchAI 

func (ba BatchAI) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for BatchAI.

func (BatchAI) AsCompute 

func (ba BatchAI) AsCompute() (*Compute, bool)

AsCompute is the BasicCompute implementation for BatchAI.

func (BatchAI) AsDataFactory 

func (ba BatchAI) AsDataFactory() (*DataFactory, bool)

AsDataFactory is the BasicCompute implementation for BatchAI.

func (BatchAI) AsHDInsight 

func (ba BatchAI) AsHDInsight() (*HDInsight, bool)

AsHDInsight is the BasicCompute implementation for BatchAI.

func (BatchAI) AsVirtualMachine 

func (ba BatchAI) AsVirtualMachine() (*VirtualMachine, bool)

AsVirtualMachine is the BasicCompute implementation for BatchAI.

func (BatchAI) MarshalJSON 

func (ba BatchAI) MarshalJSON() ([]byte, error)

MarshalJSON is the custom marshaler for BatchAI.

type BatchAIProperties 

type BatchAIProperties struct {
	// VMSize - Virtual Machine Size
	VMSize *string `json:"vmSize,omitempty"`
	// VMPriority - Virtual Machine priority
	VMPriority *string `json:"vmPriority,omitempty"`
	// ScaleSettings - Scale settings for BatchAI
	ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
}

BatchAIProperties batchAI properties

type Compute 

type Compute struct {
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	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) AsBasicCompute 

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

AsBasicCompute is the BasicCompute implementation for Compute.

func (Compute) AsBatchAI 

func (c Compute) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for Compute.

func (Compute) AsCompute 

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

AsCompute is the BasicCompute implementation for Compute.

func (Compute) AsDataFactory 

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

AsDataFactory is the BasicCompute implementation for Compute.

func (Compute) 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 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"`
}

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'
	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) 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"
	// ComputeTypeBatchAI ...
	ComputeTypeBatchAI ComputeType = "BatchAI"
	// ComputeTypeDataFactory ...
	ComputeTypeDataFactory ComputeType = "DataFactory"
	// ComputeTypeHDInsight ...
	ComputeTypeHDInsight ComputeType = "HDInsight"
	// ComputeTypeVirtualMachine ...
	ComputeTypeVirtualMachine ComputeType = "VirtualMachine"
)

func PossibleComputeTypeValues 

func PossibleComputeTypeValues() []ComputeType

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

type ComputeTypeBasicCompute 

type ComputeTypeBasicCompute string

ComputeTypeBasicCompute enumerates the values for compute type basic compute. 

const (
	// ComputeTypeAKS1 ...
	ComputeTypeAKS1 ComputeTypeBasicCompute = "AKS"
	// ComputeTypeBatchAI1 ...
	ComputeTypeBatchAI1 ComputeTypeBasicCompute = "BatchAI"
	// ComputeTypeCompute ...
	ComputeTypeCompute ComputeTypeBasicCompute = "Compute"
	// ComputeTypeDataFactory1 ...
	ComputeTypeDataFactory1 ComputeTypeBasicCompute = "DataFactory"
	// ComputeTypeHDInsight1 ...
	ComputeTypeHDInsight1 ComputeTypeBasicCompute = "HDInsight"
	// ComputeTypeVirtualMachine1 ...
	ComputeTypeVirtualMachine1 ComputeTypeBasicCompute = "VirtualMachine"
)

func PossibleComputeTypeBasicComputeValues 

func PossibleComputeTypeBasicComputeValues() []ComputeTypeBasicCompute

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

type ComputeTypeBasicComputeSecrets 

type ComputeTypeBasicComputeSecrets string

ComputeTypeBasicComputeSecrets enumerates the values for compute type basic compute secrets. 

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

func PossibleComputeTypeBasicComputeSecretsValues 

func PossibleComputeTypeBasicComputeSecretsValues() []ComputeTypeBasicComputeSecrets

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

type DataFactory 

type DataFactory struct {
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	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) AsBasicCompute 

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

AsBasicCompute is the BasicCompute implementation for DataFactory.

func (DataFactory) AsBatchAI 

func (df DataFactory) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for DataFactory.

func (DataFactory) AsCompute 

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

AsCompute is the BasicCompute implementation for DataFactory.

func (DataFactory) AsDataFactory 

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

AsDataFactory is the BasicCompute implementation for DataFactory.

func (DataFactory) 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 Error 

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

Error wrapper for error response to follow ARM guidelines.

type ErrorDetail 

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

ErrorDetail error detail information.

type ErrorResponse 

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

ErrorResponse error response information.

type HDInsight 

type HDInsight struct {
	Properties *HDInsightProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	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) AsBasicCompute 

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

AsBasicCompute is the BasicCompute implementation for HDInsight.

func (HDInsight) AsBatchAI 

func (hi HDInsight) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for HDInsight.

func (HDInsight) AsCompute 

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

AsCompute is the BasicCompute implementation for HDInsight.

func (HDInsight) AsDataFactory 

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

AsDataFactory is the BasicCompute implementation for HDInsight.

func (HDInsight) AsHDInsight 

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

AsHDInsight is the BasicCompute implementation for HDInsight.

func (HDInsight) AsVirtualMachine 

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

AsVirtualMachine is the BasicCompute implementation for HDInsight.

func (HDInsight) MarshalJSON 

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

MarshalJSON is the custom marshaler for HDInsight.

type HDInsightProperties 

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

HDInsightProperties ...

type Identity 

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

Identity identity for the resource.

type ListWorkspaceKeysResult 

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

ListWorkspaceKeysResult ...

type 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) (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.

func (MachineLearningComputeClient) DeletePreparer 

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

DeletePreparer prepares the Delete request.

func (MachineLearningComputeClient) DeleteResponder 

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

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

func (MachineLearningComputeClient) DeleteSender 

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

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

func (MachineLearningComputeClient) Get 

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

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

func (MachineLearningComputeClient) GetPreparer 

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

GetPreparer prepares the Get request.

func (MachineLearningComputeClient) GetResponder 

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

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

func (MachineLearningComputeClient) GetSender 

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

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

func (MachineLearningComputeClient) ListByWorkspace 

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

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

func (MachineLearningComputeClient) ListByWorkspaceComplete 

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

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

func (MachineLearningComputeClient) ListByWorkspacePreparer 

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

ListByWorkspacePreparer prepares the ListByWorkspace request.

func (MachineLearningComputeClient) ListByWorkspaceResponder 

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

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

func (MachineLearningComputeClient) ListByWorkspaceSender 

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

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

func (MachineLearningComputeClient) ListKeys 

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

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

func (MachineLearningComputeClient) ListKeysPreparer 

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

ListKeysPreparer prepares the ListKeys request.

func (MachineLearningComputeClient) ListKeysResponder 

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

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

func (MachineLearningComputeClient) ListKeysSender 

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

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

func (MachineLearningComputeClient) SystemUpdate 

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

SystemUpdate system Update On 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.

func (MachineLearningComputeClient) SystemUpdatePreparer 

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

SystemUpdatePreparer prepares the SystemUpdate request.

func (MachineLearningComputeClient) SystemUpdateResponder 

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

SystemUpdateResponder handles the response to the SystemUpdate request. The method always closes the http.Response Body.

func (MachineLearningComputeClient) SystemUpdateSender 

func (client MachineLearningComputeClient) SystemUpdateSender(req *http.Request) (future MachineLearningComputeSystemUpdateFuture, err error)

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

type MachineLearningComputeCreateOrUpdateFuture 

type MachineLearningComputeCreateOrUpdateFuture struct {
	azure.Future
}

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

func (*MachineLearningComputeCreateOrUpdateFuture) Result 

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

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

type MachineLearningComputeDeleteFuture 

type MachineLearningComputeDeleteFuture struct {
	azure.Future
}

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

func (*MachineLearningComputeDeleteFuture) Result 

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

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

type MachineLearningComputeSystemUpdateFuture 

type MachineLearningComputeSystemUpdateFuture struct {
	azure.Future
}

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

func (*MachineLearningComputeSystemUpdateFuture) Result 

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

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

type Operation 

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

Operation azure Machine Learning workspace REST API operation

type OperationDisplay 

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

OperationDisplay display name of operation

type OperationListResult 

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

OperationListResult an array of operations supported by the resource provider.

type OperationsClient 

type OperationsClient struct {
	BaseClient
}

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

func NewOperationsClient 

func NewOperationsClient(subscriptionID string) OperationsClient

NewOperationsClient creates an instance of the OperationsClient client.

func NewOperationsClientWithBaseURI 

func NewOperationsClientWithBaseURI(baseURI string, subscriptionID string) OperationsClient

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

func (OperationsClient) List 

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

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

func (OperationsClient) ListPreparer 

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

ListPreparer prepares the List request.

func (OperationsClient) ListResponder 

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

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

func (OperationsClient) ListSender 

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

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

type PaginatedComputeResourcesList 

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

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

func (PaginatedComputeResourcesList) IsEmpty 

func (pcrl PaginatedComputeResourcesList) IsEmpty() bool

IsEmpty returns true if the ListResult contains no values.

type PaginatedComputeResourcesListIterator 

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

PaginatedComputeResourcesListIterator provides access to a complete listing of ComputeResource values.

func NewPaginatedComputeResourcesListIterator 

func NewPaginatedComputeResourcesListIterator(page PaginatedComputeResourcesListPage) PaginatedComputeResourcesListIterator

Creates a new instance of the PaginatedComputeResourcesListIterator type.

func (*PaginatedComputeResourcesListIterator) Next 

func (iter *PaginatedComputeResourcesListIterator) Next() error

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

func (*PaginatedComputeResourcesListIterator) NextWithContext 

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

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

func (PaginatedComputeResourcesListIterator) NotDone 

func (iter PaginatedComputeResourcesListIterator) NotDone() bool

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

func (PaginatedComputeResourcesListIterator) Response 

func (iter PaginatedComputeResourcesListIterator) Response() PaginatedComputeResourcesList

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

func (PaginatedComputeResourcesListIterator) Value 

func (iter PaginatedComputeResourcesListIterator) Value() ComputeResource

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

type PaginatedComputeResourcesListPage 

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

PaginatedComputeResourcesListPage contains a page of ComputeResource values.

func NewPaginatedComputeResourcesListPage 

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

Creates a new instance of the PaginatedComputeResourcesListPage type.

func (*PaginatedComputeResourcesListPage) Next 

func (page *PaginatedComputeResourcesListPage) Next() error

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

func (*PaginatedComputeResourcesListPage) NextWithContext 

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

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

func (PaginatedComputeResourcesListPage) NotDone 

func (page PaginatedComputeResourcesListPage) NotDone() bool

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

func (PaginatedComputeResourcesListPage) Response 

func (page PaginatedComputeResourcesListPage) Response() PaginatedComputeResourcesList

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

func (PaginatedComputeResourcesListPage) Values 

func (page PaginatedComputeResourcesListPage) Values() []ComputeResource

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

type Password 

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

Password ...

type ProvisioningState 

type ProvisioningState string

ProvisioningState enumerates the values for provisioning state. 

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

func PossibleProvisioningStateValues 

func PossibleProvisioningStateValues() []ProvisioningState

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

type 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 ...

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"`
}

Resource azure Resource Manager resource envelope.

func (Resource) MarshalJSON 

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

MarshalJSON is the custom marshaler for Resource.

type ResourceIdentityType 

type ResourceIdentityType string

ResourceIdentityType enumerates the values for resource identity type. 

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

func PossibleResourceIdentityTypeValues 

func PossibleResourceIdentityTypeValues() []ResourceIdentityType

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

type 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"`
	// AutoScaleEnabled - Enable or disable auto scale
	AutoScaleEnabled *bool `json:"autoScaleEnabled,omitempty"`
}

ScaleSettings scale settings for BatchAI Compute

type ServicePrincipalCredentials 

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

ServicePrincipalCredentials service principal credentials.

type SslConfiguration 

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

SslConfiguration the SSL configuration for scoring

type Status 

type Status string

Status enumerates the values for status. 

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

func PossibleStatusValues 

func PossibleStatusValues() []Status

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

type SystemService 

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

SystemService a system service running on a compute.

type VirtualMachine 

type VirtualMachine struct {
	Properties *VirtualMachineProperties `json:"properties,omitempty"`
	// ComputeLocation - Location for the underlying compute
	ComputeLocation *string `json:"computeLocation,omitempty"`
	// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
	ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
	// Description - The description of the Machine Learning compute.
	Description *string `json:"description,omitempty"`
	// CreatedOn - READ-ONLY; The date and time when the compute was created.
	CreatedOn *date.Time `json:"createdOn,omitempty"`
	// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
	ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
	// ResourceID - ARM resource id of the compute
	ResourceID *string `json:"resourceId,omitempty"`
	// ProvisioningErrors - READ-ONLY; Errors during provisioning
	ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
	// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeBatchAI1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1'
	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) AsBasicCompute 

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

AsBasicCompute is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsBatchAI 

func (VM VirtualMachine) AsBatchAI() (*BatchAI, bool)

AsBatchAI is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsCompute 

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

AsCompute is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsDataFactory 

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

AsDataFactory is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsHDInsight 

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

AsHDInsight is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) AsVirtualMachine 

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

AsVirtualMachine is the BasicCompute implementation for VirtualMachine.

func (VirtualMachine) MarshalJSON 

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

MarshalJSON is the custom marshaler for VirtualMachine.

type VirtualMachineProperties 

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

VirtualMachineProperties ...

type VirtualMachineSSHCredentials 

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

VirtualMachineSSHCredentials admin credentials for virtual machine

type VirtualMachineSecrets 

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

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

Creates a new instance of the WorkspaceListResultPage type.

func (*WorkspaceListResultPage) Next 

func (page *WorkspaceListResultPage) Next() error

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

func (*WorkspaceListResultPage) NextWithContext 

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

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

func (WorkspaceListResultPage) NotDone 

func (page WorkspaceListResultPage) NotDone() bool

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

func (WorkspaceListResultPage) Response 

func (page WorkspaceListResultPage) Response() WorkspaceListResult

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

func (WorkspaceListResultPage) Values 

func (page WorkspaceListResultPage) Values() []Workspace

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

type WorkspaceProperties 

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

WorkspaceProperties the properties of a machine learning workspace.

type WorkspacePropertiesUpdateParameters 

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

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

type WorkspaceUpdateParameters 

type WorkspaceUpdateParameters struct {
	// Tags - The resource tags for the machine learning workspace.
	Tags map[string]*string `json:"tags"`
	// 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 Workspace, 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) (*http.Response, 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 autorest.Response, 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) (*http.Response, error)

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

func (WorkspacesClient) Get 

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

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

func (WorkspacesClient) GetPreparer 

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

GetPreparer prepares the Get request.

func (WorkspacesClient) GetResponder 

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

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

func (WorkspacesClient) GetSender 

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

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

func (WorkspacesClient) ListByResourceGroup 

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

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

func (WorkspacesClient) ListByResourceGroupComplete 

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

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

func (WorkspacesClient) ListByResourceGroupPreparer 

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

ListByResourceGroupPreparer prepares the ListByResourceGroup request.

func (WorkspacesClient) ListByResourceGroupResponder 

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

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

func (WorkspacesClient) ListByResourceGroupSender 

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

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

func (WorkspacesClient) ListBySubscription 

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

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

func (WorkspacesClient) ListBySubscriptionComplete 

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

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

func (WorkspacesClient) ListBySubscriptionPreparer 

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

ListBySubscriptionPreparer prepares the ListBySubscription request.

func (WorkspacesClient) ListBySubscriptionResponder 

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

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

func (WorkspacesClient) ListBySubscriptionSender 

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

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

func (WorkspacesClient) ListKeys 

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

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

func (WorkspacesClient) ListKeysPreparer 

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

ListKeysPreparer prepares the ListKeys request.

func (WorkspacesClient) ListKeysResponder 

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

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

func (WorkspacesClient) ListKeysSender 

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

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

func (WorkspacesClient) ResyncKeys 

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

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

func (WorkspacesClient) ResyncKeysPreparer 

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

ResyncKeysPreparer prepares the ResyncKeys request.

func (WorkspacesClient) ResyncKeysResponder 

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

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

func (WorkspacesClient) ResyncKeysSender 

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

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

func (WorkspacesClient) Update 

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

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

func (WorkspacesClient) UpdatePreparer 

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

UpdatePreparer prepares the Update request.

func (WorkspacesClient) UpdateResponder 

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

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

func (WorkspacesClient) UpdateSender 

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

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

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