IOnlineDeployment Interface

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.OnlineDeploymentTypeConverter))]
public interface IOnlineDeployment : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api30.ITrackedResource

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.OnlineDeploymentTypeConverter))>]
type IOnlineDeployment = interface
    interface IJsonSerializable
    interface ITrackedResource
    interface IResource

Public Interface IOnlineDeployment
Implements ITrackedResource

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.OnlineDeployment

Attributes

TypeConverterAttribute

Implements

IResource ITrackedResource IJsonSerializable

Properties

AppInsightsEnabled	If true, enables Application Insights logging.
CodeConfigurationCodeId	ARM resource ID of the code asset.
CodeConfigurationScoringScript	[Required] The script to execute on startup. eg. "score.py"
DataCollectorCollection	[Required] The collection configuration. Each collection has it own configuration to collect model data and the name of collection can be arbitrary string. Model data collector can be used for either payload logging or custom logging or both of them. Collection request and response are reserved for payload logging, others are for custom logging.
DataCollectorRollingRate	When model data is collected to blob storage, we need to roll the data to different path to avoid logging all of them in a single blob file. If the rolling rate is hour, all data will be collected in the blob path /yyyy/MM/dd/HH/. If it's day, all data will be collected in blob path /yyyy/MM/dd/. The other benefit of rolling path is that model monitoring ui is able to select a time range of data very quickly.
Description	Description of the endpoint deployment.
EgressPublicNetworkAccess	If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.
EndpointComputeType	[Required] The compute type of the endpoint.
EndpointDeploymentPropertiesBaseProperty	Property dictionary. Properties can be added, but not removed or altered.
EnvironmentId	ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariable	Environment variables configuration for the deployment.
Id	Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName} (Inherited from IResource)
IdentityPrincipalId	The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
IdentityTenantId	The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
IdentityType	Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
IdentityUserAssignedIdentity	The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
InstanceType	Compute instance type.
Kind	Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
LivenessProbeFailureThreshold	The number of failures to allow before returning an unhealthy status.
LivenessProbeInitialDelay	The delay before the first probe in ISO 8601 format.
LivenessProbePeriod	The length of time between probes in ISO 8601 format.
LivenessProbeSuccessThreshold	The number of successful probes before returning a healthy status.
LivenessProbeTimeout	The probe timeout in ISO 8601 format.
Location	The geo-location where the resource lives (Inherited from ITrackedResource)
Model	The URI path to the model.
ModelMountPath	The path to mount the model in custom container.
Name	The name of the resource (Inherited from IResource)
ProvisioningState	Provisioning state for the endpoint deployment.
ReadinessProbeFailureThreshold	The number of failures to allow before returning an unhealthy status.
ReadinessProbeInitialDelay	The delay before the first probe in ISO 8601 format.
ReadinessProbePeriod	The length of time between probes in ISO 8601 format.
ReadinessProbeSuccessThreshold	The number of successful probes before returning a healthy status.
ReadinessProbeTimeout	The probe timeout in ISO 8601 format.
RequestLoggingCaptureHeader	For payload logging, we only collect payload by default. If customers also want to collect the specified headers, they can set them in captureHeaders so that backend will collect those headers along with payload.
RequestSettingMaxConcurrentRequestsPerInstance	The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
RequestSettingMaxQueueWait	(Deprecated for Managed Online Endpoints) The maximum amount of time a request will stay in the queue in ISO 8601 format. Defaults to 500ms. (Now increase request_timeout_ms to account for any networking/queue delays)
RequestSettingRequestTimeout	The scoring timeout in ISO 8601 format. Defaults to 5000ms.
ScaleSettingScaleType	[Required] Type of deployment scaling algorithm
SkuCapacity	If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
SkuFamily	If the service has different generations of hardware, for the same SKU, then that can be captured here.
SkuName	The name of the SKU. Ex - P3. It is typically a letter+number code
SkuSize	The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
SkuTier	This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
SystemDataCreatedAt	The timestamp of resource creation (UTC). (Inherited from IResource)
SystemDataCreatedBy	The identity that created the resource. (Inherited from IResource)
SystemDataCreatedByType	The type of identity that created the resource. (Inherited from IResource)
SystemDataLastModifiedAt	The timestamp of resource last modification (UTC) (Inherited from IResource)
SystemDataLastModifiedBy	The identity that last modified the resource. (Inherited from IResource)
SystemDataLastModifiedByType	The type of identity that last modified the resource. (Inherited from IResource)
Tag	Resource tags. (Inherited from ITrackedResource)
Type	The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts" (Inherited from IResource)
XmsAsyncOperationTimeout

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)