API version change log for deployment of Microsoft.MachineLearningServices/workspaces/services

  • Article

This article describes the properties that changed in each API version for Microsoft.MachineLearningServices/workspaces/services. It only covers properties that are available during deployments.

2021-04-01

Added:

Removed:

  • environmentImageRequest.driverProgram
  • models.id
  • models.name
  • models.framework
  • models.frameworkVersion
  • models.version
  • environment.version
  • environment.spark
  • environment.spark.repositories
  • environment.spark.packages
  • environment.spark.packages.group
  • environment.spark.packages.artifact
  • environment.spark.packages.version
  • environment.precachePackages
  • r
  • r.rVersion
  • r.userManaged
  • r.rscriptPath
  • r.snapshotDate
  • r.cranPackages
  • r.cranPackages.name
  • r.cranPackages.repository
  • gitHubPackages
  • gitHubPackages.repository
  • gitHubPackages.authToken
  • customUrlPackages
  • bioConductorPackages
  • inferencingStackVersion

Updated:

2021-03-01-preview

Added:

  • environmentImageRequest.driverProgram
  • models.id
  • models.name
  • models.framework
  • models.frameworkVersion
  • models.version
  • environment.version
  • environment.spark
  • environment.spark.repositories
  • environment.spark.packages
  • environment.spark.packages.group
  • environment.spark.packages.artifact
  • environment.spark.packages.version
  • environment.precachePackages
  • [r](~/Microsoft.MachineLearningServices/2021-03-01-preview/workspaces/services.md#environmentimagerequestenvironment object)
  • r.rVersion
  • r.userManaged
  • r.rscriptPath
  • r.snapshotDate
  • r.cranPackages
  • r.cranPackages.name
  • r.cranPackages.repository
  • [gitHubPackages](~/Microsoft.MachineLearningServices/2021-03-01-preview/workspaces/services.md#modelenvironmentdefinitionr object)
  • gitHubPackages.repository
  • gitHubPackages.authToken
  • [customUrlPackages](~/Microsoft.MachineLearningServices/2021-03-01-preview/workspaces/services.md#modelenvironmentdefinitionr object)
  • [bioConductorPackages](~/Microsoft.MachineLearningServices/2021-03-01-preview/workspaces/services.md#modelenvironmentdefinitionr object)
  • [inferencingStackVersion](~/Microsoft.MachineLearningServices/2021-03-01-preview/workspaces/services.md#environmentimagerequestenvironment object)

Removed:

  • parent
  • driverProgram
  • environment.environmentVariables.{customized property}
  • environment.inferencingStackVersion
  • environment.r
  • environment.r.bioConductorPackages
  • environment.r.cranPackages
  • environment.r.cranPackages.name
  • environment.r.cranPackages.repository
  • environment.customUrlPackages
  • environment.gitHubPackages
  • environment.gitHubPackages.authToken
  • environment.gitHubPackages.repository
  • rscriptPath
  • rVersion
  • snapshotDate
  • userManaged
  • spark
  • spark.packages
  • spark.packages.artifact
  • spark.packages.group
  • spark.packages.version
  • precachePackages
  • repositories
  • version
  • models.createdTime
  • framework
  • frameworkVersion
  • id
  • properties.{customized property}
  • computeType
  • appInsightsEnabled
  • authEnabled
  • cname
  • containerResourceRequirements
  • containerResourceRequirements.cpu
  • containerResourceRequirements.cpuLimit
  • containerResourceRequirements.fpga
  • containerResourceRequirements.gpu
  • containerResourceRequirements.memoryInGB
  • containerResourceRequirements.memoryInGBLimit
  • dataCollection
  • dataCollection.eventHubEnabled
  • dataCollection.storageEnabled
  • dnsNameLabel
  • encryptionProperties
  • encryptionProperties.keyName
  • encryptionProperties.keyVersion
  • encryptionProperties.vaultBaseUrl
  • sslCertificate
  • sslEnabled
  • sslKey
  • vnetConfiguration
  • vnetConfiguration.subnetName
  • vnetConfiguration.vnetName
  • aadAuthEnabled
  • autoScaler
  • autoScaler.autoscaleEnabled
  • autoScaler.maxReplicas
  • autoScaler.minReplicas
  • autoScaler.refreshPeriodInSeconds
  • autoScaler.targetUtilization
  • computeName
  • isDefault
  • livenessProbeRequirements
  • livenessProbeRequirements.failureThreshold
  • livenessProbeRequirements.initialDelaySeconds
  • livenessProbeRequirements.periodSeconds
  • livenessProbeRequirements.successThreshold
  • livenessProbeRequirements.timeoutSeconds
  • maxConcurrentRequestsPerContainer
  • maxQueueWaitMs
  • namespace
  • numReplicas
  • scoringTimeoutMs
  • trafficPercentile
  • type

Updated:

2021-01-01

Added:

2020-09-01-preview

No new or updated properties

2020-05-15-preview

No new or updated properties

2020-05-01-preview

Oldest version tracked in change log