Oracle Cloud Infrastructure

v0.5.0 published on Monday, Sep 12, 2022 by Pulumi

getModelDeployment

This data source provides details about a specific Model Deployment resource in Oracle Cloud Infrastructure Datascience service.

Retrieves the model deployment for the specified modelDeploymentId.

Example Usage

using System.Collections.Generic;
using Pulumi;
using Oci = Pulumi.Oci;

return await Deployment.RunAsync(() => 
{
    var testModelDeployment = Oci.DataScience.GetModelDeployment.Invoke(new()
    {
        ModelDeploymentId = oci_datascience_model_deployment.Test_model_deployment.Id,
    });

});

package main

import (
	"github.com/pulumi/pulumi-oci/sdk/go/oci/DataScience"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := DataScience.GetModelDeployment(ctx, &datascience.GetModelDeploymentArgs{
			ModelDeploymentId: oci_datascience_model_deployment.Test_model_deployment.Id,
		}, nil)
		if err != nil {
			return err
		}
		return nil
	})
}

package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.oci.DataScience.DataScienceFunctions;
import com.pulumi.oci.DataScience.inputs.GetModelDeploymentArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        final var testModelDeployment = DataScienceFunctions.getModelDeployment(GetModelDeploymentArgs.builder()
            .modelDeploymentId(oci_datascience_model_deployment.test_model_deployment().id())
            .build());

    }
}

import pulumi
import pulumi_oci as oci

test_model_deployment = oci.DataScience.get_model_deployment(model_deployment_id=oci_datascience_model_deployment["test_model_deployment"]["id"])

import * as pulumi from "@pulumi/pulumi";
import * as oci from "@pulumi/oci";

const testModelDeployment = oci.DataScience.getModelDeployment({
    modelDeploymentId: oci_datascience_model_deployment.test_model_deployment.id,
});

variables:
  testModelDeployment:
    Fn::Invoke:
      Function: oci:DataScience:getModelDeployment
      Arguments:
        modelDeploymentId: ${oci_datascience_model_deployment.test_model_deployment.id}

Using getModelDeployment

Two invocation forms are available. The direct form accepts plain arguments and either blocks until the result value is available, or returns a Promise-wrapped result. The output form accepts Input-wrapped arguments and returns an Output-wrapped result.

function getModelDeployment(args: GetModelDeploymentArgs, opts?: InvokeOptions): Promise<GetModelDeploymentResult>
function getModelDeploymentOutput(args: GetModelDeploymentOutputArgs, opts?: InvokeOptions): Output<GetModelDeploymentResult>

def get_model_deployment(model_deployment_id: Optional[str] = None,
                         opts: Optional[InvokeOptions] = None) -> GetModelDeploymentResult
def get_model_deployment_output(model_deployment_id: Optional[pulumi.Input[str]] = None,
                         opts: Optional[InvokeOptions] = None) -> Output[GetModelDeploymentResult]

func GetModelDeployment(ctx *Context, args *GetModelDeploymentArgs, opts ...InvokeOption) (*GetModelDeploymentResult, error)
func GetModelDeploymentOutput(ctx *Context, args *GetModelDeploymentOutputArgs, opts ...InvokeOption) GetModelDeploymentResultOutput

> Note: This function is named GetModelDeployment in the Go SDK.

public static class GetModelDeployment 
{
    public static Task<GetModelDeploymentResult> InvokeAsync(GetModelDeploymentArgs args, InvokeOptions? opts = null)
    public static Output<GetModelDeploymentResult> Invoke(GetModelDeploymentInvokeArgs args, InvokeOptions? opts = null)
}

public static CompletableFuture<GetModelDeploymentResult> getModelDeployment(GetModelDeploymentArgs args, InvokeOptions options)
// Output-based functions aren't available in Java yet

Fn::Invoke:
  Function: oci:DataScience/getModelDeployment:getModelDeployment
  Arguments:
    # Arguments dictionary

The following arguments are supported:

ModelDeploymentId string: The OCID of the model deployment.

ModelDeploymentId string: The OCID of the model deployment.

modelDeploymentId String: The OCID of the model deployment.

modelDeploymentId string: The OCID of the model deployment.

model_deployment_id str: The OCID of the model deployment.

modelDeploymentId String: The OCID of the model deployment.

getModelDeployment Result

The following output properties are available:

CategoryLogDetails List<GetModelDeploymentCategoryLogDetail>: The log details for each category.
CompartmentId string: The OCID of the model deployment's compartment.
CreatedBy string: The OCID of the user who created the model deployment.
DefinedTags Dictionary<string, object>: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
Description string: A short description of the model deployment.
DisplayName string: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
FreeformTags Dictionary<string, object>: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
Id string: The OCID of the model deployment.
LifecycleDetails string: Details about the state of the model deployment.
ModelDeploymentConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetail>: The model deployment configuration details.
ModelDeploymentId string
ModelDeploymentUrl string: The URL to interact with the model deployment.
ProjectId string: The OCID of the project associated with the model deployment.
State string: The state of the model deployment.
TimeCreated string: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

CategoryLogDetails []GetModelDeploymentCategoryLogDetail: The log details for each category.
CompartmentId string: The OCID of the model deployment's compartment.
CreatedBy string: The OCID of the user who created the model deployment.
DefinedTags map[string]interface{}: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
Description string: A short description of the model deployment.
DisplayName string: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
FreeformTags map[string]interface{}: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
Id string: The OCID of the model deployment.
LifecycleDetails string: Details about the state of the model deployment.
ModelDeploymentConfigurationDetails []GetModelDeploymentModelDeploymentConfigurationDetail: The model deployment configuration details.
ModelDeploymentId string
ModelDeploymentUrl string: The URL to interact with the model deployment.
ProjectId string: The OCID of the project associated with the model deployment.
State string: The state of the model deployment.
TimeCreated string: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

categoryLogDetails List<GetModelDeploymentCategoryLogDetail>: The log details for each category.
compartmentId String: The OCID of the model deployment's compartment.
createdBy String: The OCID of the user who created the model deployment.
definedTags Map<String,Object>: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
description String: A short description of the model deployment.
displayName String: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
freeformTags Map<String,Object>: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
id String: The OCID of the model deployment.
lifecycleDetails String: Details about the state of the model deployment.
modelDeploymentConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetail>: The model deployment configuration details.
modelDeploymentId String
modelDeploymentUrl String: The URL to interact with the model deployment.
projectId String: The OCID of the project associated with the model deployment.
state String: The state of the model deployment.
timeCreated String: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

categoryLogDetails GetModelDeploymentCategoryLogDetail[]: The log details for each category.
compartmentId string: The OCID of the model deployment's compartment.
createdBy string: The OCID of the user who created the model deployment.
definedTags {[key: string]: any}: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
description string: A short description of the model deployment.
displayName string: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
freeformTags {[key: string]: any}: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
id string: The OCID of the model deployment.
lifecycleDetails string: Details about the state of the model deployment.
modelDeploymentConfigurationDetails GetModelDeploymentModelDeploymentConfigurationDetail[]: The model deployment configuration details.
modelDeploymentId string
modelDeploymentUrl string: The URL to interact with the model deployment.
projectId string: The OCID of the project associated with the model deployment.
state string: The state of the model deployment.
timeCreated string: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

category_log_details GetModelDeploymentCategoryLogDetail]: The log details for each category.
compartment_id str: The OCID of the model deployment's compartment.
created_by str: The OCID of the user who created the model deployment.
defined_tags Mapping[str, Any]: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
description str: A short description of the model deployment.
display_name str: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
freeform_tags Mapping[str, Any]: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
id str: The OCID of the model deployment.
lifecycle_details str: Details about the state of the model deployment.
model_deployment_configuration_details GetModelDeploymentModelDeploymentConfigurationDetail]: The model deployment configuration details.
model_deployment_id str
model_deployment_url str: The URL to interact with the model deployment.
project_id str: The OCID of the project associated with the model deployment.
state str: The state of the model deployment.
time_created str: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

categoryLogDetails List<Property Map>: The log details for each category.
compartmentId String: The OCID of the model deployment's compartment.
createdBy String: The OCID of the user who created the model deployment.
definedTags Map<Any>: Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
description String: A short description of the model deployment.
displayName String: A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment
freeformTags Map<Any>: Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
id String: The OCID of the model deployment.
lifecycleDetails String: Details about the state of the model deployment.
modelDeploymentConfigurationDetails List<Property Map>: The model deployment configuration details.
modelDeploymentId String
modelDeploymentUrl String: The URL to interact with the model deployment.
projectId String: The OCID of the project associated with the model deployment.
state String: The state of the model deployment.
timeCreated String: The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

Supporting Types

GetModelDeploymentCategoryLogDetail

Accesses List<GetModelDeploymentCategoryLogDetailAccess>: The log details.
Predicts List<GetModelDeploymentCategoryLogDetailPredict>: The log details.

Accesses []GetModelDeploymentCategoryLogDetailAccess: The log details.
Predicts []GetModelDeploymentCategoryLogDetailPredict: The log details.

accesses List<GetModelDeploymentCategoryLogDetailAccess>: The log details.
predicts List<GetModelDeploymentCategoryLogDetailPredict>: The log details.

accesses GetModelDeploymentCategoryLogDetailAccess[]: The log details.
predicts GetModelDeploymentCategoryLogDetailPredict[]: The log details.

accesses GetModelDeploymentCategoryLogDetailAccess]: The log details.
predicts GetModelDeploymentCategoryLogDetailPredict]: The log details.

accesses List<Property Map>: The log details.
predicts List<Property Map>: The log details.

GetModelDeploymentCategoryLogDetailAccess

LogGroupId string: The OCID of a log group to work with.
LogId string: The OCID of a log to work with.

LogGroupId string: The OCID of a log group to work with.
LogId string: The OCID of a log to work with.

logGroupId String: The OCID of a log group to work with.
logId String: The OCID of a log to work with.

logGroupId string: The OCID of a log group to work with.
logId string: The OCID of a log to work with.

log_group_id str: The OCID of a log group to work with.
log_id str: The OCID of a log to work with.

logGroupId String: The OCID of a log group to work with.
logId String: The OCID of a log to work with.

GetModelDeploymentCategoryLogDetailPredict

LogGroupId string: The OCID of a log group to work with.
LogId string: The OCID of a log to work with.

LogGroupId string: The OCID of a log group to work with.
LogId string: The OCID of a log to work with.

logGroupId String: The OCID of a log group to work with.
logId String: The OCID of a log to work with.

logGroupId string: The OCID of a log group to work with.
logId string: The OCID of a log to work with.

log_group_id str: The OCID of a log group to work with.
log_id str: The OCID of a log to work with.

logGroupId String: The OCID of a log group to work with.
logId String: The OCID of a log to work with.

GetModelDeploymentModelDeploymentConfigurationDetail

DeploymentType string: The type of the model deployment.
ModelConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail>: The model configuration details.

DeploymentType string: The type of the model deployment.
ModelConfigurationDetails []GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail: The model configuration details.

deploymentType String: The type of the model deployment.
modelConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail>: The model configuration details.

deploymentType string: The type of the model deployment.
modelConfigurationDetails GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail[]: The model configuration details.

deployment_type str: The type of the model deployment.
model_configuration_details GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail]: The model configuration details.

deploymentType String: The type of the model deployment.
modelConfigurationDetails List<Property Map>: The model configuration details.

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail

BandwidthMbps int: The network bandwidth for the model.
InstanceConfigurations List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration>: The model deployment instance configuration
ModelId string: The OCID of the model you want to deploy.
ScalingPolicies List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy>: The scaling policy to apply to each model of the deployment.

BandwidthMbps int: The network bandwidth for the model.
InstanceConfigurations []GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration: The model deployment instance configuration
ModelId string: The OCID of the model you want to deploy.
ScalingPolicies []GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy: The scaling policy to apply to each model of the deployment.

bandwidthMbps Integer: The network bandwidth for the model.
instanceConfigurations List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration>: The model deployment instance configuration
modelId String: The OCID of the model you want to deploy.
scalingPolicies List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy>: The scaling policy to apply to each model of the deployment.

bandwidthMbps number: The network bandwidth for the model.
instanceConfigurations GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration[]: The model deployment instance configuration
modelId string: The OCID of the model you want to deploy.
scalingPolicies GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy[]: The scaling policy to apply to each model of the deployment.

bandwidth_mbps int: The network bandwidth for the model.
instance_configurations GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration]: The model deployment instance configuration
model_id str: The OCID of the model you want to deploy.
scaling_policies GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy]: The scaling policy to apply to each model of the deployment.

bandwidthMbps Number: The network bandwidth for the model.
instanceConfigurations List<Property Map>: The model deployment instance configuration
modelId String: The OCID of the model you want to deploy.
scalingPolicies List<Property Map>: The scaling policy to apply to each model of the deployment.

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration

InstanceShapeName string: The shape used to launch the model deployment instances.
ModelDeploymentInstanceShapeConfigDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail>: Details for the model-deployment instance shape configuration.

InstanceShapeName string: The shape used to launch the model deployment instances.
ModelDeploymentInstanceShapeConfigDetails []GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail: Details for the model-deployment instance shape configuration.

instanceShapeName String: The shape used to launch the model deployment instances.
modelDeploymentInstanceShapeConfigDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail>: Details for the model-deployment instance shape configuration.

instanceShapeName string: The shape used to launch the model deployment instances.
modelDeploymentInstanceShapeConfigDetails GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail[]: Details for the model-deployment instance shape configuration.

instance_shape_name str: The shape used to launch the model deployment instances.
model_deployment_instance_shape_config_details GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail]: Details for the model-deployment instance shape configuration.

instanceShapeName String: The shape used to launch the model deployment instances.
modelDeploymentInstanceShapeConfigDetails List<Property Map>: Details for the model-deployment instance shape configuration.

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail

MemoryInGbs double: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
Ocpus double: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

MemoryInGbs float64: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
Ocpus float64: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

memoryInGbs Double: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
ocpus Double: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

memoryInGbs number: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
ocpus number: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

memory_in_gbs float: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
ocpus float: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

memoryInGbs Number: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 and 512 GB and VM.Optimized3.Flex memory range is between 6 and 256 GB.
ocpus Number: A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 and 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy

InstanceCount int: The number of instances for the model deployment.
PolicyType string: The type of scaling policy.

InstanceCount int: The number of instances for the model deployment.
PolicyType string: The type of scaling policy.

instanceCount Integer: The number of instances for the model deployment.
policyType String: The type of scaling policy.

instanceCount number: The number of instances for the model deployment.
policyType string: The type of scaling policy.

instance_count int: The number of instances for the model deployment.
policy_type str: The type of scaling policy.

instanceCount Number: The number of instances for the model deployment.
policyType String: The type of scaling policy.

Package Details

Repository: https://github.com/pulumi/pulumi-oci
License: Apache-2.0
Notes: This Pulumi package is based on the oci Terraform Provider.