ManagedComputeDeploymentProperties Class

Package:

com.azure.resourcemanager.cognitiveservices.models

Maven Artifact:

com.azure.resourcemanager:azure-resourcemanager-cognitiveservices:1.5.0-beta.4

• java.lang.Object
• • com.azure.resourcemanager.cognitiveservices.models.ManagedComputeDeploymentProperties

Implements

JsonSerializable<ManagedComputeDeploymentProperties>

public final class ManagedComputeDeploymentProperties
implements JsonSerializable<ManagedComputeDeploymentProperties>

Properties of a Cognitive Services managed compute deployment.

Constructor Summary

Constructor	Description
ManagedComputeDeploymentProperties()	Creates an instance of ManagedComputeDeploymentProperties class.

Method Summary

Modifier and Type	Method and Description
Integer	acceleratorsPerInstance() Get the acceleratorsPerInstance property: Read-only.
String	acceleratorType() Get the acceleratorType property: Accelerator type (e.g., H100_80GB).
Map<String,String>	capabilities() Get the capabilities property: Deployment capabilities represented as key-value pairs.
String	computeId() Get the computeId property: Foundry compute ARM resource ID for VM-backed managed compute deployments.
String	deploymentTemplate() Get the deploymentTemplate property: Deployment template identifier.
static ManagedComputeDeploymentProperties	fromJson(JsonReader jsonReader) Reads an instance of ManagedComputeDeploymentProperties from the JsonReader.
String	model() Get the model property: AzureML Registry model asset URI.
String	priority() Get the priority property: Scheduling priority for VM-backed managed compute deployments.
ManagedComputeDeploymentProvisioningDetails	provisioningDetails() Get the provisioningDetails property: Read-only.
ProvisioningState	provisioningState() Get the provisioningState property: Read-only.
ManagedComputeDeploymentRoutes	routes() Get the routes property: Read-only.
JsonWriter	toJson(JsonWriter jsonWriter)
Integer	totalAccelerators() Get the totalAccelerators property: Read-only.
DeploymentModelVersionUpgradeOption	versionUpgradeOption() Get the versionUpgradeOption property: Template auto-upgrade policy.
ManagedComputeDeploymentProperties	withAcceleratorType(String acceleratorType) Set the acceleratorType property: Accelerator type (e.g., H100_80GB).
ManagedComputeDeploymentProperties	withComputeId(String computeId) Set the computeId property: Foundry compute ARM resource ID for VM-backed managed compute deployments.
ManagedComputeDeploymentProperties	withDeploymentTemplate(String deploymentTemplate) Set the deploymentTemplate property: Deployment template identifier.
ManagedComputeDeploymentProperties	withModel(String model) Set the model property: AzureML Registry model asset URI.
ManagedComputeDeploymentProperties	withPriority(String priority) Set the priority property: Scheduling priority for VM-backed managed compute deployments.
ManagedComputeDeploymentProperties	withVersionUpgradeOption(DeploymentModelVersionUpgradeOption versionUpgradeOption) Set the versionUpgradeOption property: Template auto-upgrade policy.

Methods inherited from java.lang.Object

clone equals finalize getClass hashCode notify notifyAll toString wait wait wait

Constructor Details

ManagedComputeDeploymentProperties

public ManagedComputeDeploymentProperties()

Creates an instance of ManagedComputeDeploymentProperties class.

Method Details

acceleratorsPerInstance

public Integer acceleratorsPerInstance()

Get the acceleratorsPerInstance property: Read-only. Number of accelerators (GPUs) consumed by each model instance, sourced from the deployment template.

Returns:

the acceleratorsPerInstance value.

acceleratorType

public String acceleratorType()

Get the acceleratorType property: Accelerator type (e.g., H100_80GB). Optional on creation; immutable after creation.

Returns:

the acceleratorType value.

capabilities

public Map<String,String> capabilities()

Get the capabilities property: Deployment capabilities represented as key-value pairs. Example: { assetsV2: "true" }.

Returns:

the capabilities value.

computeId

public String computeId()

Get the computeId property: Foundry compute ARM resource ID for VM-backed managed compute deployments. Required when sku.name is VmManagedCompute; immutable after creation.

Returns:

the computeId value.

deploymentTemplate

public String deploymentTemplate()

Get the deploymentTemplate property: Deployment template identifier. Optional on creation. Accepts an AzureML Registry deployment template URI or a project-scoped deployment template path for VmManagedCompute. Examples: azureml://registries/{registry}/deploymenttemplates/{template}/versions/{version}, projects/{project}/deploymentTemplates/{template}/versions/{version}.

Returns:

the deploymentTemplate value.

fromJson

public static ManagedComputeDeploymentProperties fromJson(JsonReader jsonReader)

Reads an instance of ManagedComputeDeploymentProperties from the JsonReader.

Parameters:

jsonReader - The JsonReader being read.

Returns:

An instance of ManagedComputeDeploymentProperties if the JsonReader was pointing to an instance of it, or null if it was pointing to JSON null.

Throws:

IOException

- If the deserialized JSON object was missing any required properties.

model

public String model()

Get the model property: AzureML Registry model asset URI. Required on creation; immutable after creation. Example: azureml://registries/{registry}/models/{model}/versions/{version}.

Returns:

the model value.

priority

public String priority()

Get the priority property: Scheduling priority for VM-backed managed compute deployments. Immutable after creation.

Returns:

the priority value.

provisioningDetails

public ManagedComputeDeploymentProvisioningDetails provisioningDetails()

Get the provisioningDetails property: Read-only. Status message and timestamp from the last provisioning operation.

Returns:

the provisioningDetails value.

provisioningState

public ProvisioningState provisioningState()

Get the provisioningState property: Read-only. Current provisioning state.

Returns:

the provisioningState value.

routes

public ManagedComputeDeploymentRoutes routes()

Get the routes property: Read-only. Inference route paths relative to the account endpoint. Populated when provisioningState is Succeeded.

Returns:

the routes value.

toJson

public JsonWriter toJson(JsonWriter jsonWriter)

Parameters:

jsonWriter

Throws:

IOException

totalAccelerators

public Integer totalAccelerators()

Get the totalAccelerators property: Read-only. Total accelerators allocated: sku.capacity (instances) x acceleratorsPerInstance.

Returns:

the totalAccelerators value.

versionUpgradeOption

public DeploymentModelVersionUpgradeOption versionUpgradeOption()

Get the versionUpgradeOption property: Template auto-upgrade policy. Defaults to OnceNewDefaultVersionAvailable.

Returns:

the versionUpgradeOption value.

withAcceleratorType

public ManagedComputeDeploymentProperties withAcceleratorType(String acceleratorType)

Set the acceleratorType property: Accelerator type (e.g., H100_80GB). Optional on creation; immutable after creation.

Parameters:

acceleratorType - the acceleratorType value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.

withComputeId

public ManagedComputeDeploymentProperties withComputeId(String computeId)

Set the computeId property: Foundry compute ARM resource ID for VM-backed managed compute deployments. Required when sku.name is VmManagedCompute; immutable after creation.

Parameters:

computeId - the computeId value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.

withDeploymentTemplate

public ManagedComputeDeploymentProperties withDeploymentTemplate(String deploymentTemplate)

Set the deploymentTemplate property: Deployment template identifier. Optional on creation. Accepts an AzureML Registry deployment template URI or a project-scoped deployment template path for VmManagedCompute. Examples: azureml://registries/{registry}/deploymenttemplates/{template}/versions/{version}, projects/{project}/deploymentTemplates/{template}/versions/{version}.

Parameters:

deploymentTemplate - the deploymentTemplate value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.

withModel

public ManagedComputeDeploymentProperties withModel(String model)

Set the model property: AzureML Registry model asset URI. Required on creation; immutable after creation. Example: azureml://registries/{registry}/models/{model}/versions/{version}.

Parameters:

model - the model value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.

withPriority

public ManagedComputeDeploymentProperties withPriority(String priority)

Set the priority property: Scheduling priority for VM-backed managed compute deployments. Immutable after creation.

Parameters:

priority - the priority value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.

withVersionUpgradeOption

public ManagedComputeDeploymentProperties withVersionUpgradeOption(DeploymentModelVersionUpgradeOption versionUpgradeOption)

Set the versionUpgradeOption property: Template auto-upgrade policy. Defaults to OnceNewDefaultVersionAvailable.

Parameters:

versionUpgradeOption - the versionUpgradeOption value to set.

Returns:

the ManagedComputeDeploymentProperties object itself.