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models.go
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models.go
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package machinelearningservices
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License. See License.txt in the project root for license information.
//
// Code generated by Microsoft (R) AutoRest Code Generator.
// Changes may cause incorrect behavior and will be lost if the code is regenerated.
import (
"context"
"encoding/json"
"github.com/Azure/go-autorest/autorest"
"github.com/Azure/go-autorest/autorest/azure"
"github.com/Azure/go-autorest/autorest/date"
"github.com/Azure/go-autorest/autorest/to"
"github.com/Azure/go-autorest/tracing"
"net/http"
)
// The package's fully qualified name.
const fqdn = "github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2020-04-01/machinelearningservices"
// AKS a Machine Learning compute based on AKS.
type AKS struct {
// Properties - AKS properties
Properties *AKSProperties `json:"properties,omitempty"`
// ComputeLocation - Location for the underlying compute
ComputeLocation *string `json:"computeLocation,omitempty"`
// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
// Description - The description of the Machine Learning compute.
Description *string `json:"description,omitempty"`
// CreatedOn - READ-ONLY; The date and time when the compute was created.
CreatedOn *date.Time `json:"createdOn,omitempty"`
// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
// ResourceID - ARM resource id of the underlying compute
ResourceID *string `json:"resourceId,omitempty"`
// ProvisioningErrors - READ-ONLY; Errors during provisioning
ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}
// MarshalJSON is the custom marshaler for AKS.
func (a AKS) MarshalJSON() ([]byte, error) {
a.ComputeType = ComputeTypeAKS1
objectMap := make(map[string]interface{})
if a.Properties != nil {
objectMap["properties"] = a.Properties
}
if a.ComputeLocation != nil {
objectMap["computeLocation"] = a.ComputeLocation
}
if a.Description != nil {
objectMap["description"] = a.Description
}
if a.ResourceID != nil {
objectMap["resourceId"] = a.ResourceID
}
if a.ComputeType != "" {
objectMap["computeType"] = a.ComputeType
}
return json.Marshal(objectMap)
}
// AsAKS is the BasicCompute implementation for AKS.
func (a AKS) AsAKS() (*AKS, bool) {
return &a, true
}
// AsAmlCompute is the BasicCompute implementation for AKS.
func (a AKS) AsAmlCompute() (*AmlCompute, bool) {
return nil, false
}
// AsVirtualMachine is the BasicCompute implementation for AKS.
func (a AKS) AsVirtualMachine() (*VirtualMachine, bool) {
return nil, false
}
// AsHDInsight is the BasicCompute implementation for AKS.
func (a AKS) AsHDInsight() (*HDInsight, bool) {
return nil, false
}
// AsDataFactory is the BasicCompute implementation for AKS.
func (a AKS) AsDataFactory() (*DataFactory, bool) {
return nil, false
}
// AsDatabricks is the BasicCompute implementation for AKS.
func (a AKS) AsDatabricks() (*Databricks, bool) {
return nil, false
}
// AsDataLakeAnalytics is the BasicCompute implementation for AKS.
func (a AKS) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
return nil, false
}
// AsCompute is the BasicCompute implementation for AKS.
func (a AKS) AsCompute() (*Compute, bool) {
return nil, false
}
// AsBasicCompute is the BasicCompute implementation for AKS.
func (a AKS) AsBasicCompute() (BasicCompute, bool) {
return &a, true
}
// AksComputeSecrets secrets related to a Machine Learning compute based on AKS.
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"`
}
// MarshalJSON is the custom marshaler for AksComputeSecrets.
func (acs AksComputeSecrets) MarshalJSON() ([]byte, error) {
acs.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeAKS
objectMap := make(map[string]interface{})
if acs.UserKubeConfig != nil {
objectMap["userKubeConfig"] = acs.UserKubeConfig
}
if acs.AdminKubeConfig != nil {
objectMap["adminKubeConfig"] = acs.AdminKubeConfig
}
if acs.ImagePullSecretName != nil {
objectMap["imagePullSecretName"] = acs.ImagePullSecretName
}
if acs.ComputeType != "" {
objectMap["computeType"] = acs.ComputeType
}
return json.Marshal(objectMap)
}
// AsAksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
func (acs AksComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
return &acs, true
}
// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
func (acs AksComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
return nil, false
}
// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
func (acs AksComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
return nil, false
}
// AsComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
func (acs AksComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
return nil, false
}
// AsBasicComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
func (acs AksComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
return &acs, true
}
// AksNetworkingConfiguration advance configuration for AKS networking
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"`
}
// AKSProperties AKS properties
type AKSProperties struct {
// ClusterFqdn - Cluster full qualified domain name
ClusterFqdn *string `json:"clusterFqdn,omitempty"`
// SystemServices - READ-ONLY; System services
SystemServices *[]SystemService `json:"systemServices,omitempty"`
// AgentCount - Number of agents
AgentCount *int32 `json:"agentCount,omitempty"`
// AgentVMSize - Agent virtual machine size
AgentVMSize *string `json:"agentVMSize,omitempty"`
// SslConfiguration - SSL configuration
SslConfiguration *SslConfiguration `json:"sslConfiguration,omitempty"`
// AksNetworkingConfiguration - AKS networking configuration for vnet
AksNetworkingConfiguration *AksNetworkingConfiguration `json:"aksNetworkingConfiguration,omitempty"`
// ClusterPurpose - Possible values include: 'FastProd', 'DenseProd', 'DevTest'
ClusterPurpose ClusterPurpose `json:"clusterPurpose,omitempty"`
}
// MarshalJSON is the custom marshaler for AKSProperties.
func (a AKSProperties) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
if a.ClusterFqdn != nil {
objectMap["clusterFqdn"] = a.ClusterFqdn
}
if a.AgentCount != nil {
objectMap["agentCount"] = a.AgentCount
}
if a.AgentVMSize != nil {
objectMap["agentVMSize"] = a.AgentVMSize
}
if a.SslConfiguration != nil {
objectMap["sslConfiguration"] = a.SslConfiguration
}
if a.AksNetworkingConfiguration != nil {
objectMap["aksNetworkingConfiguration"] = a.AksNetworkingConfiguration
}
if a.ClusterPurpose != "" {
objectMap["clusterPurpose"] = a.ClusterPurpose
}
return json.Marshal(objectMap)
}
// AmlCompute an Azure Machine Learning compute.
type AmlCompute struct {
// Properties - AML Compute properties
Properties *AmlComputeProperties `json:"properties,omitempty"`
// ComputeLocation - Location for the underlying compute
ComputeLocation *string `json:"computeLocation,omitempty"`
// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
// Description - The description of the Machine Learning compute.
Description *string `json:"description,omitempty"`
// CreatedOn - READ-ONLY; The date and time when the compute was created.
CreatedOn *date.Time `json:"createdOn,omitempty"`
// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
// ResourceID - ARM resource id of the underlying compute
ResourceID *string `json:"resourceId,omitempty"`
// ProvisioningErrors - READ-ONLY; Errors during provisioning
ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}
// MarshalJSON is the custom marshaler for AmlCompute.
func (ac AmlCompute) MarshalJSON() ([]byte, error) {
ac.ComputeType = ComputeTypeAmlCompute1
objectMap := make(map[string]interface{})
if ac.Properties != nil {
objectMap["properties"] = ac.Properties
}
if ac.ComputeLocation != nil {
objectMap["computeLocation"] = ac.ComputeLocation
}
if ac.Description != nil {
objectMap["description"] = ac.Description
}
if ac.ResourceID != nil {
objectMap["resourceId"] = ac.ResourceID
}
if ac.ComputeType != "" {
objectMap["computeType"] = ac.ComputeType
}
return json.Marshal(objectMap)
}
// AsAKS is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsAKS() (*AKS, bool) {
return nil, false
}
// AsAmlCompute is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsAmlCompute() (*AmlCompute, bool) {
return &ac, true
}
// AsVirtualMachine is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsVirtualMachine() (*VirtualMachine, bool) {
return nil, false
}
// AsHDInsight is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsHDInsight() (*HDInsight, bool) {
return nil, false
}
// AsDataFactory is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsDataFactory() (*DataFactory, bool) {
return nil, false
}
// AsDatabricks is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsDatabricks() (*Databricks, bool) {
return nil, false
}
// AsDataLakeAnalytics is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
return nil, false
}
// AsCompute is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsCompute() (*Compute, bool) {
return nil, false
}
// AsBasicCompute is the BasicCompute implementation for AmlCompute.
func (ac AmlCompute) AsBasicCompute() (BasicCompute, bool) {
return &ac, true
}
// AmlComputeNodeInformation compute node information related to a AmlCompute.
type AmlComputeNodeInformation struct {
// NodeID - READ-ONLY; ID of the compute node.
NodeID *string `json:"nodeId,omitempty"`
// PrivateIPAddress - READ-ONLY; Private IP address of the compute node.
PrivateIPAddress *string `json:"privateIpAddress,omitempty"`
// PublicIPAddress - READ-ONLY; Public IP address of the compute node.
PublicIPAddress *string `json:"publicIpAddress,omitempty"`
// Port - READ-ONLY; SSH port number of the node.
Port *float64 `json:"port,omitempty"`
// NodeState - READ-ONLY; State of the compute node. Values are idle, running, preparing, unusable, leaving and preempted. Possible values include: 'Idle', 'Running', 'Preparing', 'Unusable', 'Leaving', 'Preempted'
NodeState NodeState `json:"nodeState,omitempty"`
// RunID - READ-ONLY; ID of the Experiment running on the node, if any else null.
RunID *string `json:"runId,omitempty"`
}
// AmlComputeNodesInformation compute node information related to a AmlCompute.
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"`
}
// MarshalJSON is the custom marshaler for AmlComputeNodesInformation.
func (acni AmlComputeNodesInformation) MarshalJSON() ([]byte, error) {
acni.ComputeType = ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute
objectMap := make(map[string]interface{})
if acni.ComputeType != "" {
objectMap["computeType"] = acni.ComputeType
}
return json.Marshal(objectMap)
}
// AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
func (acni AmlComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool) {
return &acni, true
}
// AsComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
func (acni AmlComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool) {
return nil, false
}
// AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
func (acni AmlComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool) {
return &acni, true
}
// AmlComputeProperties AML Compute properties
type AmlComputeProperties struct {
// VMSize - Virtual Machine Size
VMSize *string `json:"vmSize,omitempty"`
// VMPriority - Virtual Machine priority. Possible values include: 'Dedicated', 'LowPriority'
VMPriority VMPriority `json:"vmPriority,omitempty"`
// ScaleSettings - Scale settings for AML Compute
ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
// UserAccountCredentials - Credentials for an administrator user account that will be created on each compute node.
UserAccountCredentials *UserAccountCredentials `json:"userAccountCredentials,omitempty"`
// Subnet - Virtual network subnet resource ID the compute nodes belong to.
Subnet *ResourceID `json:"subnet,omitempty"`
// RemoteLoginPortPublicAccess - State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on all nodes of the cluster. Enabled - Indicates that the public ssh port is open on all nodes of the cluster. NotSpecified - Indicates that the public ssh port is closed on all nodes of the cluster if VNet is defined, else is open all public nodes. It can be default only during cluster creation time, after creation it will be either enabled or disabled. Possible values include: 'RemoteLoginPortPublicAccessEnabled', 'RemoteLoginPortPublicAccessDisabled', 'RemoteLoginPortPublicAccessNotSpecified'
RemoteLoginPortPublicAccess RemoteLoginPortPublicAccess `json:"remoteLoginPortPublicAccess,omitempty"`
// AllocationState - READ-ONLY; Allocation state of the compute. Possible values are: steady - Indicates that the compute is not resizing. There are no changes to the number of compute nodes in the compute in progress. A compute enters this state when it is created and when no operations are being performed on the compute to change the number of compute nodes. resizing - Indicates that the compute is resizing; that is, compute nodes are being added to or removed from the compute. Possible values include: 'Steady', 'Resizing'
AllocationState AllocationState `json:"allocationState,omitempty"`
// AllocationStateTransitionTime - READ-ONLY; The time at which the compute entered its current allocation state.
AllocationStateTransitionTime *date.Time `json:"allocationStateTransitionTime,omitempty"`
// Errors - READ-ONLY; Collection of errors encountered by various compute nodes during node setup.
Errors *[]Error `json:"errors,omitempty"`
// CurrentNodeCount - READ-ONLY; The number of compute nodes currently assigned to the compute.
CurrentNodeCount *int32 `json:"currentNodeCount,omitempty"`
// TargetNodeCount - READ-ONLY; The target number of compute nodes for the compute. If the allocationState is resizing, this property denotes the target node count for the ongoing resize operation. If the allocationState is steady, this property denotes the target node count for the previous resize operation.
TargetNodeCount *int32 `json:"targetNodeCount,omitempty"`
// NodeStateCounts - READ-ONLY; Counts of various node states on the compute.
NodeStateCounts *NodeStateCounts `json:"nodeStateCounts,omitempty"`
}
// MarshalJSON is the custom marshaler for AmlComputeProperties.
func (ac AmlComputeProperties) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
if ac.VMSize != nil {
objectMap["vmSize"] = ac.VMSize
}
if ac.VMPriority != "" {
objectMap["vmPriority"] = ac.VMPriority
}
if ac.ScaleSettings != nil {
objectMap["scaleSettings"] = ac.ScaleSettings
}
if ac.UserAccountCredentials != nil {
objectMap["userAccountCredentials"] = ac.UserAccountCredentials
}
if ac.Subnet != nil {
objectMap["subnet"] = ac.Subnet
}
if ac.RemoteLoginPortPublicAccess != "" {
objectMap["remoteLoginPortPublicAccess"] = ac.RemoteLoginPortPublicAccess
}
return json.Marshal(objectMap)
}
// AmlUserFeature features enabled for a workspace
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"`
}
// ClusterUpdateParameters amlCompute update parameters.
type ClusterUpdateParameters struct {
// ClusterUpdateProperties - The properties of the amlCompute.
*ClusterUpdateProperties `json:"properties,omitempty"`
}
// MarshalJSON is the custom marshaler for ClusterUpdateParameters.
func (cup ClusterUpdateParameters) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
if cup.ClusterUpdateProperties != nil {
objectMap["properties"] = cup.ClusterUpdateProperties
}
return json.Marshal(objectMap)
}
// UnmarshalJSON is the custom unmarshaler for ClusterUpdateParameters struct.
func (cup *ClusterUpdateParameters) UnmarshalJSON(body []byte) error {
var m map[string]*json.RawMessage
err := json.Unmarshal(body, &m)
if err != nil {
return err
}
for k, v := range m {
switch k {
case "properties":
if v != nil {
var clusterUpdateProperties ClusterUpdateProperties
err = json.Unmarshal(*v, &clusterUpdateProperties)
if err != nil {
return err
}
cup.ClusterUpdateProperties = &clusterUpdateProperties
}
}
}
return nil
}
// ClusterUpdateProperties the properties of a amlCompute that need to be updated.
type ClusterUpdateProperties struct {
// ScaleSettings - Desired scale settings for the amlCompute.
ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
}
// BasicCompute machine Learning compute object.
type BasicCompute interface {
AsAKS() (*AKS, bool)
AsAmlCompute() (*AmlCompute, bool)
AsVirtualMachine() (*VirtualMachine, bool)
AsHDInsight() (*HDInsight, bool)
AsDataFactory() (*DataFactory, bool)
AsDatabricks() (*Databricks, bool)
AsDataLakeAnalytics() (*DataLakeAnalytics, bool)
AsCompute() (*Compute, bool)
}
// Compute machine Learning compute object.
type Compute struct {
// ComputeLocation - Location for the underlying compute
ComputeLocation *string `json:"computeLocation,omitempty"`
// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
// Description - The description of the Machine Learning compute.
Description *string `json:"description,omitempty"`
// CreatedOn - READ-ONLY; The date and time when the compute was created.
CreatedOn *date.Time `json:"createdOn,omitempty"`
// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
// ResourceID - ARM resource id of the underlying compute
ResourceID *string `json:"resourceId,omitempty"`
// ProvisioningErrors - READ-ONLY; Errors during provisioning
ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}
func unmarshalBasicCompute(body []byte) (BasicCompute, error) {
var m map[string]interface{}
err := json.Unmarshal(body, &m)
if err != nil {
return nil, err
}
switch m["computeType"] {
case string(ComputeTypeAKS1):
var a AKS
err := json.Unmarshal(body, &a)
return a, err
case string(ComputeTypeAmlCompute1):
var ac AmlCompute
err := json.Unmarshal(body, &ac)
return ac, err
case string(ComputeTypeVirtualMachine1):
var VM VirtualMachine
err := json.Unmarshal(body, &VM)
return VM, err
case string(ComputeTypeHDInsight1):
var hi HDInsight
err := json.Unmarshal(body, &hi)
return hi, err
case string(ComputeTypeDataFactory1):
var df DataFactory
err := json.Unmarshal(body, &df)
return df, err
case string(ComputeTypeDatabricks1):
var d Databricks
err := json.Unmarshal(body, &d)
return d, err
case string(ComputeTypeDataLakeAnalytics1):
var dla DataLakeAnalytics
err := json.Unmarshal(body, &dla)
return dla, err
default:
var c Compute
err := json.Unmarshal(body, &c)
return c, err
}
}
func unmarshalBasicComputeArray(body []byte) ([]BasicCompute, error) {
var rawMessages []*json.RawMessage
err := json.Unmarshal(body, &rawMessages)
if err != nil {
return nil, err
}
cArray := make([]BasicCompute, len(rawMessages))
for index, rawMessage := range rawMessages {
c, err := unmarshalBasicCompute(*rawMessage)
if err != nil {
return nil, err
}
cArray[index] = c
}
return cArray, nil
}
// MarshalJSON is the custom marshaler for Compute.
func (c Compute) MarshalJSON() ([]byte, error) {
c.ComputeType = ComputeTypeCompute
objectMap := make(map[string]interface{})
if c.ComputeLocation != nil {
objectMap["computeLocation"] = c.ComputeLocation
}
if c.Description != nil {
objectMap["description"] = c.Description
}
if c.ResourceID != nil {
objectMap["resourceId"] = c.ResourceID
}
if c.ComputeType != "" {
objectMap["computeType"] = c.ComputeType
}
return json.Marshal(objectMap)
}
// AsAKS is the BasicCompute implementation for Compute.
func (c Compute) AsAKS() (*AKS, bool) {
return nil, false
}
// AsAmlCompute is the BasicCompute implementation for Compute.
func (c Compute) AsAmlCompute() (*AmlCompute, bool) {
return nil, false
}
// AsVirtualMachine is the BasicCompute implementation for Compute.
func (c Compute) AsVirtualMachine() (*VirtualMachine, bool) {
return nil, false
}
// AsHDInsight is the BasicCompute implementation for Compute.
func (c Compute) AsHDInsight() (*HDInsight, bool) {
return nil, false
}
// AsDataFactory is the BasicCompute implementation for Compute.
func (c Compute) AsDataFactory() (*DataFactory, bool) {
return nil, false
}
// AsDatabricks is the BasicCompute implementation for Compute.
func (c Compute) AsDatabricks() (*Databricks, bool) {
return nil, false
}
// AsDataLakeAnalytics is the BasicCompute implementation for Compute.
func (c Compute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
return nil, false
}
// AsCompute is the BasicCompute implementation for Compute.
func (c Compute) AsCompute() (*Compute, bool) {
return &c, true
}
// AsBasicCompute is the BasicCompute implementation for Compute.
func (c Compute) AsBasicCompute() (BasicCompute, bool) {
return &c, true
}
// BasicComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for every
// type of compute.
type BasicComputeNodesInformation interface {
AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool)
AsComputeNodesInformation() (*ComputeNodesInformation, bool)
}
// ComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for
// every type of compute.
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"`
}
func unmarshalBasicComputeNodesInformation(body []byte) (BasicComputeNodesInformation, error) {
var m map[string]interface{}
err := json.Unmarshal(body, &m)
if err != nil {
return nil, err
}
switch m["computeType"] {
case string(ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute):
var acni AmlComputeNodesInformation
err := json.Unmarshal(body, &acni)
return acni, err
default:
var cni ComputeNodesInformation
err := json.Unmarshal(body, &cni)
return cni, err
}
}
func unmarshalBasicComputeNodesInformationArray(body []byte) ([]BasicComputeNodesInformation, error) {
var rawMessages []*json.RawMessage
err := json.Unmarshal(body, &rawMessages)
if err != nil {
return nil, err
}
cniArray := make([]BasicComputeNodesInformation, len(rawMessages))
for index, rawMessage := range rawMessages {
cni, err := unmarshalBasicComputeNodesInformation(*rawMessage)
if err != nil {
return nil, err
}
cniArray[index] = cni
}
return cniArray, nil
}
// MarshalJSON is the custom marshaler for ComputeNodesInformation.
func (cni ComputeNodesInformation) MarshalJSON() ([]byte, error) {
cni.ComputeType = ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation
objectMap := make(map[string]interface{})
if cni.ComputeType != "" {
objectMap["computeType"] = cni.ComputeType
}
return json.Marshal(objectMap)
}
// AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
func (cni ComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool) {
return nil, false
}
// AsComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
func (cni ComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool) {
return &cni, true
}
// AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
func (cni ComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool) {
return &cni, true
}
// ComputeResource machine Learning compute object wrapped into ARM resource envelope.
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"`
}
// MarshalJSON is the custom marshaler for ComputeResource.
func (cr ComputeResource) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
objectMap["properties"] = cr.Properties
if cr.Identity != nil {
objectMap["identity"] = cr.Identity
}
if cr.Location != nil {
objectMap["location"] = cr.Location
}
if cr.Tags != nil {
objectMap["tags"] = cr.Tags
}
if cr.Sku != nil {
objectMap["sku"] = cr.Sku
}
return json.Marshal(objectMap)
}
// UnmarshalJSON is the custom unmarshaler for ComputeResource struct.
func (cr *ComputeResource) UnmarshalJSON(body []byte) error {
var m map[string]*json.RawMessage
err := json.Unmarshal(body, &m)
if err != nil {
return err
}
for k, v := range m {
switch k {
case "properties":
if v != nil {
properties, err := unmarshalBasicCompute(*v)
if err != nil {
return err
}
cr.Properties = properties
}
case "id":
if v != nil {
var ID string
err = json.Unmarshal(*v, &ID)
if err != nil {
return err
}
cr.ID = &ID
}
case "name":
if v != nil {
var name string
err = json.Unmarshal(*v, &name)
if err != nil {
return err
}
cr.Name = &name
}
case "identity":
if v != nil {
var identity Identity
err = json.Unmarshal(*v, &identity)
if err != nil {
return err
}
cr.Identity = &identity
}
case "location":
if v != nil {
var location string
err = json.Unmarshal(*v, &location)
if err != nil {
return err
}
cr.Location = &location
}
case "type":
if v != nil {
var typeVar string
err = json.Unmarshal(*v, &typeVar)
if err != nil {
return err
}
cr.Type = &typeVar
}
case "tags":
if v != nil {
var tags map[string]*string
err = json.Unmarshal(*v, &tags)
if err != nil {
return err
}
cr.Tags = tags
}
case "sku":
if v != nil {
var sku Sku
err = json.Unmarshal(*v, &sku)
if err != nil {
return err
}
cr.Sku = &sku
}
}
}
return nil
}
// BasicComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.
type BasicComputeSecrets interface {
AsAksComputeSecrets() (*AksComputeSecrets, bool)
AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)
AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)
AsComputeSecrets() (*ComputeSecrets, bool)
}
// ComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.
type ComputeSecrets struct {
autorest.Response `json:"-"`
// ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
}
func unmarshalBasicComputeSecrets(body []byte) (BasicComputeSecrets, error) {
var m map[string]interface{}
err := json.Unmarshal(body, &m)
if err != nil {
return nil, err
}
switch m["computeType"] {
case string(ComputeTypeBasicComputeSecretsComputeTypeAKS):
var acs AksComputeSecrets
err := json.Unmarshal(body, &acs)
return acs, err
case string(ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine):
var vms VirtualMachineSecrets
err := json.Unmarshal(body, &vms)
return vms, err
case string(ComputeTypeBasicComputeSecretsComputeTypeDatabricks):
var dcs DatabricksComputeSecrets
err := json.Unmarshal(body, &dcs)
return dcs, err
default:
var cs ComputeSecrets
err := json.Unmarshal(body, &cs)
return cs, err
}
}
func unmarshalBasicComputeSecretsArray(body []byte) ([]BasicComputeSecrets, error) {
var rawMessages []*json.RawMessage
err := json.Unmarshal(body, &rawMessages)
if err != nil {
return nil, err
}
csArray := make([]BasicComputeSecrets, len(rawMessages))
for index, rawMessage := range rawMessages {
cs, err := unmarshalBasicComputeSecrets(*rawMessage)
if err != nil {
return nil, err
}
csArray[index] = cs
}
return csArray, nil
}
// MarshalJSON is the custom marshaler for ComputeSecrets.
func (cs ComputeSecrets) MarshalJSON() ([]byte, error) {
cs.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets
objectMap := make(map[string]interface{})
if cs.ComputeType != "" {
objectMap["computeType"] = cs.ComputeType
}
return json.Marshal(objectMap)
}
// AsAksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
func (cs ComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
return nil, false
}
// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
func (cs ComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
return nil, false
}
// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
func (cs ComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
return nil, false
}
// AsComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
func (cs ComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
return &cs, true
}
// AsBasicComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
func (cs ComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
return &cs, true
}
// ComputeSecretsModel ...
type ComputeSecretsModel struct {
autorest.Response `json:"-"`
Value BasicComputeSecrets `json:"value,omitempty"`
}
// UnmarshalJSON is the custom unmarshaler for ComputeSecretsModel struct.
func (csm *ComputeSecretsModel) UnmarshalJSON(body []byte) error {
cs, err := unmarshalBasicComputeSecrets(body)
if err != nil {
return err
}
csm.Value = cs
return nil
}
// Databricks a DataFactory compute.
type Databricks struct {
Properties *DatabricksProperties `json:"properties,omitempty"`
// ComputeLocation - Location for the underlying compute
ComputeLocation *string `json:"computeLocation,omitempty"`
// ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'ProvisioningStateUnknown', 'ProvisioningStateUpdating', 'ProvisioningStateCreating', 'ProvisioningStateDeleting', 'ProvisioningStateSucceeded', 'ProvisioningStateFailed', 'ProvisioningStateCanceled'
ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
// Description - The description of the Machine Learning compute.
Description *string `json:"description,omitempty"`
// CreatedOn - READ-ONLY; The date and time when the compute was created.
CreatedOn *date.Time `json:"createdOn,omitempty"`
// ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
// ResourceID - ARM resource id of the underlying compute
ResourceID *string `json:"resourceId,omitempty"`
// ProvisioningErrors - READ-ONLY; Errors during provisioning
ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
// IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
// ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
}
// MarshalJSON is the custom marshaler for Databricks.
func (d Databricks) MarshalJSON() ([]byte, error) {
d.ComputeType = ComputeTypeDatabricks1
objectMap := make(map[string]interface{})
if d.Properties != nil {
objectMap["properties"] = d.Properties
}
if d.ComputeLocation != nil {
objectMap["computeLocation"] = d.ComputeLocation
}
if d.Description != nil {
objectMap["description"] = d.Description
}
if d.ResourceID != nil {
objectMap["resourceId"] = d.ResourceID
}
if d.ComputeType != "" {
objectMap["computeType"] = d.ComputeType
}
return json.Marshal(objectMap)
}
// AsAKS is the BasicCompute implementation for Databricks.
func (d Databricks) AsAKS() (*AKS, bool) {
return nil, false
}
// AsAmlCompute is the BasicCompute implementation for Databricks.
func (d Databricks) AsAmlCompute() (*AmlCompute, bool) {