API version change log for deployment of Microsoft.MachineLearningServices/workspaces/onlineEndpoints/deployments
This article describes the properties that changed in each API version for Microsoft.MachineLearningServices/workspaces/onlineEndpoints/deployments. It only covers properties that are available during deployments.
2023-10-01
Added:
- properties.description
- properties.egressPublicNetworkAccess
- properties.environmentId
- properties.environmentVariables
- properties.environmentVariables.{customized property}
- properties.instanceType
- properties.livenessProbe
- properties.livenessProbe.failureThreshold
- properties.livenessProbe.initialDelay
- properties.livenessProbe.period
- properties.livenessProbe.successThreshold
- properties.livenessProbe.timeout
- properties.model
- properties.modelMountPath
- properties.properties
- properties.properties.{customized property}
- properties.readinessProbe
- properties.readinessProbe.failureThreshold
- properties.readinessProbe.initialDelay
- properties.readinessProbe.period
- properties.readinessProbe.successThreshold
- properties.readinessProbe.timeout
- properties.requestSettings
- properties.requestSettings.maxConcurrentRequestsPerInstance
- properties.requestSettings.maxQueueWait
- properties.requestSettings.requestTimeout
- properties.scaleSettings
- properties.scaleSettings.scaleType
- properties.scaleSettings.maxInstances
- properties.scaleSettings.minInstances
- properties.scaleSettings.pollingInterval
- properties.scaleSettings.targetUtilizationPercentage
- properties.endpointComputeType
- properties.containerResourceRequirements
- properties.containerResourceRequirements.containerResourceLimits
- properties.containerResourceRequirements.containerResourceLimits.cpu
- properties.containerResourceRequirements.containerResourceLimits.gpu
- properties.containerResourceRequirements.containerResourceLimits.memory
- properties.containerResourceRequirements.containerResourceRequests
- properties.containerResourceRequirements.containerResourceRequests.cpu
- properties.containerResourceRequirements.containerResourceRequests.gpu
- properties.containerResourceRequirements.containerResourceRequests.memory
Removed:
- properties.dataCollector
- properties.dataCollector.collections
- properties.dataCollector.collections.{customized property}
- properties.dataCollector.collections.clientId
- properties.dataCollector.collections.dataCollectionMode
- properties.dataCollector.collections.dataId
- properties.dataCollector.collections.samplingRate
- properties.requestLogging
- properties.requestLogging.captureHeaders
- properties.rollingRate
- description
- egressPublicNetworkAccess
- environmentId
- environmentVariables
- environmentVariables.{customized property}
- instanceType
- livenessProbe
- livenessProbe.failureThreshold
- livenessProbe.initialDelay
- livenessProbe.period
- livenessProbe.successThreshold
- livenessProbe.timeout
- model
- modelMountPath
- properties.{customized property}
- readinessProbe
- readinessProbe.failureThreshold
- readinessProbe.initialDelay
- readinessProbe.period
- readinessProbe.successThreshold
- readinessProbe.timeout
- requestSettings
- requestSettings.maxConcurrentRequestsPerInstance
- requestSettings.maxQueueWait
- requestSettings.requestTimeout
- scaleSettings
- scaleSettings.scaleType
- scaleSettings.maxInstances
- scaleSettings.minInstances
- scaleSettings.pollingInterval
- scaleSettings.targetUtilizationPercentage
- endpointComputeType
- containerResourceRequirements
- containerResourceRequirements.containerResourceLimits
- containerResourceRequirements.containerResourceLimits.cpu
- containerResourceRequirements.containerResourceLimits.gpu
- containerResourceRequirements.containerResourceLimits.memory
- containerResourceRequirements.containerResourceRequests
- containerResourceRequirements.containerResourceRequests.cpu
- containerResourceRequirements.containerResourceRequests.gpu
- containerResourceRequirements.containerResourceRequests.memory
Updated:
- sku.apiVersion - Added values: '2023-10-01' - Removed values: '2023-08-01-preview'
2023-08-01-preview
Updated:
- sku.apiVersion - Added values: '2023-08-01-preview' - Removed values: '2023-06-01-preview'
2023-06-01-preview
Added:
- properties.dataCollector
- properties.dataCollector.collections
- properties.dataCollector.collections.{customized property}
- properties.dataCollector.collections.clientId
- properties.dataCollector.collections.dataCollectionMode
- properties.dataCollector.collections.dataId
- properties.dataCollector.collections.samplingRate
- properties.requestLogging
- properties.requestLogging.captureHeaders
- properties.rollingRate
- description
- egressPublicNetworkAccess
- environmentId
- environmentVariables
- environmentVariables.{customized property}
- instanceType
- livenessProbe
- livenessProbe.failureThreshold
- livenessProbe.initialDelay
- livenessProbe.period
- livenessProbe.successThreshold
- livenessProbe.timeout
- model
- modelMountPath
- properties.{customized property}
- readinessProbe
- readinessProbe.failureThreshold
- readinessProbe.initialDelay
- readinessProbe.period
- readinessProbe.successThreshold
- readinessProbe.timeout
- requestSettings
- requestSettings.maxConcurrentRequestsPerInstance
- requestSettings.maxQueueWait
- requestSettings.requestTimeout
- scaleSettings
- scaleSettings.scaleType
- scaleSettings.maxInstances
- scaleSettings.minInstances
- scaleSettings.pollingInterval
- scaleSettings.targetUtilizationPercentage
- endpointComputeType
- containerResourceRequirements
- containerResourceRequirements.containerResourceLimits
- containerResourceRequirements.containerResourceLimits.cpu
- containerResourceRequirements.containerResourceLimits.gpu
- containerResourceRequirements.containerResourceLimits.memory
- containerResourceRequirements.containerResourceRequests
- containerResourceRequirements.containerResourceRequests.cpu
- containerResourceRequirements.containerResourceRequests.gpu
- containerResourceRequirements.containerResourceRequests.memory
Removed:
- properties.description
- properties.egressPublicNetworkAccess
- properties.environmentId
- properties.environmentVariables
- properties.environmentVariables.{customized property}
- properties.instanceType
- properties.livenessProbe
- properties.livenessProbe.failureThreshold
- properties.livenessProbe.initialDelay
- properties.livenessProbe.period
- properties.livenessProbe.successThreshold
- properties.livenessProbe.timeout
- properties.model
- properties.modelMountPath
- properties.properties
- properties.properties.{customized property}
- properties.readinessProbe
- properties.readinessProbe.failureThreshold
- properties.readinessProbe.initialDelay
- properties.readinessProbe.period
- properties.readinessProbe.successThreshold
- properties.readinessProbe.timeout
- properties.requestSettings
- properties.requestSettings.maxConcurrentRequestsPerInstance
- properties.requestSettings.maxQueueWait
- properties.requestSettings.requestTimeout
- properties.scaleSettings
- properties.scaleSettings.scaleType
- properties.scaleSettings.maxInstances
- properties.scaleSettings.minInstances
- properties.scaleSettings.pollingInterval
- properties.scaleSettings.targetUtilizationPercentage
- properties.endpointComputeType
- properties.containerResourceRequirements
- properties.containerResourceRequirements.containerResourceLimits
- properties.containerResourceRequirements.containerResourceLimits.cpu
- properties.containerResourceRequirements.containerResourceLimits.gpu
- properties.containerResourceRequirements.containerResourceLimits.memory
- properties.containerResourceRequirements.containerResourceRequests
- properties.containerResourceRequirements.containerResourceRequests.cpu
- properties.containerResourceRequirements.containerResourceRequests.gpu
- properties.containerResourceRequirements.containerResourceRequests.memory
Updated:
- properties.endpointComputeType - Removed values: 'Kubernetes' (required)
- sku.apiVersion - Added values: '2023-06-01-preview' - Removed values: '2023-04-01'
2023-04-01
Added:
- properties.description
- properties.egressPublicNetworkAccess
- properties.environmentId
- properties.environmentVariables
- properties.environmentVariables.{customized property}
- properties.instanceType
- properties.livenessProbe
- properties.livenessProbe.failureThreshold
- properties.livenessProbe.initialDelay
- properties.livenessProbe.period
- properties.livenessProbe.successThreshold
- properties.livenessProbe.timeout
- properties.model
- properties.modelMountPath
- properties.properties
- properties.properties.{customized property}
- properties.readinessProbe
- properties.readinessProbe.failureThreshold
- properties.readinessProbe.initialDelay
- properties.readinessProbe.period
- properties.readinessProbe.successThreshold
- properties.readinessProbe.timeout
- properties.requestSettings
- properties.requestSettings.maxConcurrentRequestsPerInstance
- properties.requestSettings.maxQueueWait
- properties.requestSettings.requestTimeout
- properties.scaleSettings
- properties.scaleSettings.scaleType
- properties.scaleSettings.maxInstances
- properties.scaleSettings.minInstances
- properties.scaleSettings.pollingInterval
- properties.scaleSettings.targetUtilizationPercentage
- properties.endpointComputeType
- properties.containerResourceRequirements
- properties.containerResourceRequirements.containerResourceLimits
- properties.containerResourceRequirements.containerResourceLimits.cpu
- properties.containerResourceRequirements.containerResourceLimits.gpu
- properties.containerResourceRequirements.containerResourceLimits.memory
- properties.containerResourceRequirements.containerResourceRequests
- properties.containerResourceRequirements.containerResourceRequests.cpu
- properties.containerResourceRequirements.containerResourceRequests.gpu
- properties.containerResourceRequirements.containerResourceRequests.memory
Removed:
- properties.dataCollector
- properties.dataCollector.collections
- properties.dataCollector.collections.{customized property}
- properties.dataCollector.collections.clientId
- properties.dataCollector.collections.dataCollectionMode
- properties.dataCollector.collections.dataId
- properties.dataCollector.collections.samplingRate
- properties.requestLogging
- properties.requestLogging.captureHeaders
- properties.rollingRate
- description
- egressPublicNetworkAccess
- environmentId
- environmentVariables
- environmentVariables.{customized property}
- instanceType
- livenessProbe
- livenessProbe.failureThreshold
- livenessProbe.initialDelay
- livenessProbe.period
- livenessProbe.successThreshold
- livenessProbe.timeout
- model
- modelMountPath
- properties.{customized property}
- readinessProbe
- readinessProbe.failureThreshold
- readinessProbe.initialDelay
- readinessProbe.period
- readinessProbe.successThreshold
- readinessProbe.timeout
- requestSettings
- requestSettings.maxConcurrentRequestsPerInstance
- requestSettings.maxQueueWait
- requestSettings.requestTimeout
- scaleSettings
- scaleSettings.scaleType
- scaleSettings.maxInstances
- scaleSettings.minInstances
- scaleSettings.pollingInterval
- scaleSettings.targetUtilizationPercentage
- endpointComputeType
- containerResourceRequirements
- containerResourceRequirements.containerResourceLimits
- containerResourceRequirements.containerResourceLimits.cpu
- containerResourceRequirements.containerResourceLimits.gpu
- containerResourceRequirements.containerResourceLimits.memory
- containerResourceRequirements.containerResourceRequests
- containerResourceRequirements.containerResourceRequests.cpu
- containerResourceRequirements.containerResourceRequests.gpu
- containerResourceRequirements.containerResourceRequests.memory
Updated:
- sku.apiVersion - Added values: '2023-04-01' - Removed values: '2023-04-01-preview'
2023-04-01-preview
Added:
- properties.dataCollector
- properties.dataCollector.collections
- properties.dataCollector.collections.{customized property}
- properties.dataCollector.collections.clientId
- properties.dataCollector.collections.dataCollectionMode
- properties.dataCollector.collections.dataId
- properties.dataCollector.collections.samplingRate
- properties.requestLogging
- properties.requestLogging.captureHeaders
- properties.rollingRate
- description
- egressPublicNetworkAccess
- environmentId
- environmentVariables
- environmentVariables.{customized property}
- instanceType
- livenessProbe
- livenessProbe.failureThreshold
- livenessProbe.initialDelay
- livenessProbe.period
- livenessProbe.successThreshold
- livenessProbe.timeout
- model
- modelMountPath
- properties.{customized property}
- readinessProbe
- readinessProbe.failureThreshold
- readinessProbe.initialDelay
- readinessProbe.period
- readinessProbe.successThreshold
- readinessProbe.timeout
- requestSettings
- requestSettings.maxConcurrentRequestsPerInstance
- requestSettings.maxQueueWait
- requestSettings.requestTimeout
- scaleSettings
- scaleSettings.scaleType
- scaleSettings.maxInstances
- scaleSettings.minInstances
- scaleSettings.pollingInterval
- scaleSettings.targetUtilizationPercentage
- endpointComputeType
- containerResourceRequirements
- containerResourceRequirements.containerResourceLimits
- containerResourceRequirements.containerResourceLimits.cpu
- containerResourceRequirements.containerResourceLimits.gpu
- containerResourceRequirements.containerResourceLimits.memory
- containerResourceRequirements.containerResourceRequests
- containerResourceRequirements.containerResourceRequests.cpu
- containerResourceRequirements.containerResourceRequests.gpu
- containerResourceRequirements.containerResourceRequests.memory
Removed:
- properties.description
- properties.egressPublicNetworkAccess
- properties.environmentId
- properties.environmentVariables
- properties.environmentVariables.{customized property}
- properties.instanceType
- properties.livenessProbe
- properties.livenessProbe.failureThreshold
- properties.livenessProbe.initialDelay
- properties.livenessProbe.period
- properties.livenessProbe.successThreshold
- properties.livenessProbe.timeout
- properties.model
- properties.modelMountPath
- properties.properties
- properties.properties.{customized property}
- properties.readinessProbe
- properties.readinessProbe.failureThreshold
- properties.readinessProbe.initialDelay
- properties.readinessProbe.period
- properties.readinessProbe.successThreshold
- properties.readinessProbe.timeout
- properties.requestSettings
- properties.requestSettings.maxConcurrentRequestsPerInstance
- properties.requestSettings.maxQueueWait
- properties.requestSettings.requestTimeout
- properties.scaleSettings
- properties.scaleSettings.scaleType
- properties.scaleSettings.maxInstances
- properties.scaleSettings.minInstances
- properties.scaleSettings.pollingInterval
- properties.scaleSettings.targetUtilizationPercentage
- properties.endpointComputeType
- properties.containerResourceRequirements
- properties.containerResourceRequirements.containerResourceLimits
- properties.containerResourceRequirements.containerResourceLimits.cpu
- properties.containerResourceRequirements.containerResourceLimits.gpu
- properties.containerResourceRequirements.containerResourceLimits.memory
- properties.containerResourceRequirements.containerResourceRequests
- properties.containerResourceRequirements.containerResourceRequests.cpu
- properties.containerResourceRequirements.containerResourceRequests.gpu
- properties.containerResourceRequirements.containerResourceRequests.memory
Updated:
- properties.endpointComputeType - Removed values: 'Kubernetes' (required)
- sku.apiVersion - Added values: '2023-04-01-preview' - Removed values: '2023-02-01-preview'
2023-02-01-preview
Updated:
- sku.apiVersion - Added values: '2023-02-01-preview' - Removed values: '2022-12-01-preview'
2022-12-01-preview
Updated:
- sku.apiVersion - Added values: '2022-12-01-preview' - Removed values: '2022-10-01'
2022-10-01
Updated:
- sku.apiVersion - Added values: '2022-10-01' - Removed values: '2022-10-01-preview'
2022-10-01-preview
Updated:
- sku.apiVersion - Added values: '2022-10-01-preview' - Removed values: '2022-06-01-preview'
2022-06-01-preview
Added:
Updated:
- sku.apiVersion - Added values: '2022-06-01-preview' - Removed values: '2022-05-01'
2022-05-01
Removed:
- properties.egressPublicNetworkAccess
- properties.privateNetworkConnection
Updated:
- sku.apiVersion - Added values: '2022-05-01' - Removed values: '2022-02-01-preview'
2022-02-01-preview
Added:
- sku
- sku.capacity
- sku.family
- sku.name
- sku.size
- sku.tier
- properties.egressPublicNetworkAccess
- properties.modelMountPath
- properties.privateNetworkConnection
- properties.containerResourceRequirements.containerResourceLimits
- properties.containerResourceRequirements.containerResourceLimits.cpu
- properties.containerResourceRequirements.containerResourceLimits.gpu
- properties.containerResourceRequirements.containerResourceLimits.memory
- properties.containerResourceRequirements.containerResourceRequests
- properties.containerResourceRequirements.containerResourceRequests.cpu
- properties.containerResourceRequirements.containerResourceRequests.gpu
- properties.containerResourceRequirements.containerResourceRequests.memory
Removed:
- identity.userAssignedIdentities.clientId
- identity.userAssignedIdentities.principalId
- properties.model.referenceType
- properties.model.datastoreId
- properties.model.path
- properties.model.assetId
- properties.model.jobId
- properties.scaleSettings.instanceCount
- properties.containerResourceRequirements.cpu
- properties.containerResourceRequirements.cpuLimit
- properties.containerResourceRequirements.fpga
- properties.containerResourceRequirements.gpu
- properties.containerResourceRequirements.memoryInGB
- properties.containerResourceRequirements.memoryInGBLimit
Updated:
- identity.type - Added values: 'UserAssigned' (required) - Removed values: 'UserAssigned'
- identity.type changed to required.
- properties.endpointComputeType - Added values: 'Kubernetes' (required) - Removed values: 'K8S' (required)
- properties.scaleSettings.scaleType - Added values: 'Default' (required) 'TargetUtilization' (required) - Removed values: 'Auto' (required) 'Manual' (required)
- properties.scaleSettings.endpointComputeType - Added values: 'Kubernetes' (required) - Removed values: 'K8S' (required)
- properties.scaleType - Added values: 'Default' (required) 'TargetUtilization' (required) - Removed values: 'Auto' (required) 'Manual' (required)
2021-03-01-preview
Oldest version tracked in change log
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