IManagedOnlineDeployment Interface
Definition
Important
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[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ManagedOnlineDeploymentTypeConverter))]
public interface IManagedOnlineDeployment : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IOnlineDeploymentProperties[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ManagedOnlineDeploymentTypeConverter))>]
type IManagedOnlineDeployment = interface
interface IJsonSerializable
interface IOnlineDeploymentProperties
interface IEndpointDeploymentPropertiesBasePublic Interface IManagedOnlineDeployment
Implements IOnlineDeploymentProperties- Derived
- Attributes
- Implements
Properties
| AppInsightsEnabled |
If true, enables Application Insights logging. (Inherited from IOnlineDeploymentProperties) |
| CodeConfigurationCodeId |
ARM resource ID of the code asset. (Inherited from IEndpointDeploymentPropertiesBase) |
| CodeConfigurationScoringScript |
[Required] The script to execute on startup. eg. "score.py" (Inherited from IEndpointDeploymentPropertiesBase) |
| 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. (Inherited from IOnlineDeploymentProperties) |
| 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. (Inherited from IOnlineDeploymentProperties) |
| Description |
Description of the endpoint deployment. (Inherited from IEndpointDeploymentPropertiesBase) |
| EgressPublicNetworkAccess |
If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled. (Inherited from IOnlineDeploymentProperties) |
| EndpointComputeType |
[Required] The compute type of the endpoint. (Inherited from IOnlineDeploymentProperties) |
| EnvironmentId |
ARM resource ID or AssetId of the environment specification for the endpoint deployment. (Inherited from IEndpointDeploymentPropertiesBase) |
| EnvironmentVariable |
Environment variables configuration for the deployment. (Inherited from IEndpointDeploymentPropertiesBase) |
| InstanceType |
Compute instance type. (Inherited from IOnlineDeploymentProperties) |
| LivenessProbeFailureThreshold |
The number of failures to allow before returning an unhealthy status. (Inherited from IOnlineDeploymentProperties) |
| LivenessProbeInitialDelay |
The delay before the first probe in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| LivenessProbePeriod |
The length of time between probes in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| LivenessProbeSuccessThreshold |
The number of successful probes before returning a healthy status. (Inherited from IOnlineDeploymentProperties) |
| LivenessProbeTimeout |
The probe timeout in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| Model |
The URI path to the model. (Inherited from IOnlineDeploymentProperties) |
| ModelMountPath |
The path to mount the model in custom container. (Inherited from IOnlineDeploymentProperties) |
| Property |
Property dictionary. Properties can be added, but not removed or altered. (Inherited from IEndpointDeploymentPropertiesBase) |
| ProvisioningState |
Provisioning state for the endpoint deployment. (Inherited from IOnlineDeploymentProperties) |
| ReadinessProbeFailureThreshold |
The number of failures to allow before returning an unhealthy status. (Inherited from IOnlineDeploymentProperties) |
| ReadinessProbeInitialDelay |
The delay before the first probe in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| ReadinessProbePeriod |
The length of time between probes in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| ReadinessProbeSuccessThreshold |
The number of successful probes before returning a healthy status. (Inherited from IOnlineDeploymentProperties) |
| ReadinessProbeTimeout |
The probe timeout in ISO 8601 format. (Inherited from IOnlineDeploymentProperties) |
| 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. (Inherited from IOnlineDeploymentProperties) |
| RequestSettingMaxConcurrentRequestsPerInstance |
The number of maximum concurrent requests per node allowed per deployment. Defaults to 1. (Inherited from IOnlineDeploymentProperties) |
| 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 |
| RequestSettingRequestTimeout |
The scoring timeout in ISO 8601 format. Defaults to 5000ms. (Inherited from IOnlineDeploymentProperties) |
| ScaleSettingScaleType |
[Required] Type of deployment scaling algorithm (Inherited from IOnlineDeploymentProperties) |
Methods
| ToJson(JsonObject, SerializationMode) | (Inherited from IJsonSerializable) |