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Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi
pulumi/pulumi-oci

oci.DataScience.ModelDeployment

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Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi
pulumi/pulumi-oci

    This resource provides the Model Deployment resource in Oracle Cloud Infrastructure Datascience service.

    Creates a new model deployment.

    Example Usage

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

return await Deployment.RunAsync(() => 
{
    var testModelDeployment = new Oci.DataScience.ModelDeployment("testModelDeployment", new()
    {
        CompartmentId = @var.Compartment_id,
        ModelDeploymentConfigurationDetails = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsArgs
        {
            DeploymentType = @var.Model_deployment_model_deployment_configuration_details_deployment_type,
            ModelConfigurationDetails = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs
            {
                InstanceConfiguration = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs
                {
                    InstanceShapeName = oci_core_shape.Test_shape.Name,
                    ModelDeploymentInstanceShapeConfigDetails = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs
                    {
                        MemoryInGbs = @var.Model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs,
                        Ocpus = @var.Model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus,
                    },
                },
                ModelId = oci_datascience_model.Test_model.Id,
                BandwidthMbps = @var.Model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps,
                ScalingPolicy = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs
                {
                    InstanceCount = @var.Model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count,
                    PolicyType = @var.Model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type,
                },
            },
            EnvironmentConfigurationDetails = new Oci.DataScience.Inputs.ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs
            {
                EnvironmentConfigurationType = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type,
                Cmds = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd,
                Entrypoints = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint,
                EnvironmentVariables = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables,
                HealthCheckPort = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port,
                Image = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_image,
                ImageDigest = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest,
                ServerPort = @var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port,
            },
        },
        ProjectId = oci_datascience_project.Test_project.Id,
        CategoryLogDetails = new Oci.DataScience.Inputs.ModelDeploymentCategoryLogDetailsArgs
        {
            Access = new Oci.DataScience.Inputs.ModelDeploymentCategoryLogDetailsAccessArgs
            {
                LogGroupId = oci_logging_log_group.Test_log_group.Id,
                LogId = oci_logging_log.Test_log.Id,
            },
            Predict = new Oci.DataScience.Inputs.ModelDeploymentCategoryLogDetailsPredictArgs
            {
                LogGroupId = oci_logging_log_group.Test_log_group.Id,
                LogId = oci_logging_log.Test_log.Id,
            },
        },
        DefinedTags = 
        {
            { "Operations.CostCenter", "42" },
        },
        Description = @var.Model_deployment_description,
        DisplayName = @var.Model_deployment_display_name,
        FreeformTags = 
        {
            { "Department", "Finance" },
        },
    });

});

    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.NewModelDeployment(ctx, "testModelDeployment", &DataScience.ModelDeploymentArgs{
			CompartmentId: pulumi.Any(_var.Compartment_id),
			ModelDeploymentConfigurationDetails: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsArgs{
				DeploymentType: pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_deployment_type),
				ModelConfigurationDetails: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs{
					InstanceConfiguration: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs{
						InstanceShapeName: pulumi.Any(oci_core_shape.Test_shape.Name),
						ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs{
							MemoryInGbs: pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs),
							Ocpus:       pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus),
						},
					},
					ModelId:       pulumi.Any(oci_datascience_model.Test_model.Id),
					BandwidthMbps: pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps),
					ScalingPolicy: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs{
						InstanceCount: pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count),
						PolicyType:    pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type),
					},
				},
				EnvironmentConfigurationDetails: &datascience.ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs{
					EnvironmentConfigurationType: pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type),
					Cmds:                         pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd),
					Entrypoints:                  pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint),
					EnvironmentVariables:         pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables),
					HealthCheckPort:              pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port),
					Image:                        pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_image),
					ImageDigest:                  pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest),
					ServerPort:                   pulumi.Any(_var.Model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port),
				},
			},
			ProjectId: pulumi.Any(oci_datascience_project.Test_project.Id),
			CategoryLogDetails: &datascience.ModelDeploymentCategoryLogDetailsArgs{
				Access: &datascience.ModelDeploymentCategoryLogDetailsAccessArgs{
					LogGroupId: pulumi.Any(oci_logging_log_group.Test_log_group.Id),
					LogId:      pulumi.Any(oci_logging_log.Test_log.Id),
				},
				Predict: &datascience.ModelDeploymentCategoryLogDetailsPredictArgs{
					LogGroupId: pulumi.Any(oci_logging_log_group.Test_log_group.Id),
					LogId:      pulumi.Any(oci_logging_log.Test_log.Id),
				},
			},
			DefinedTags: pulumi.Map{
				"Operations.CostCenter": pulumi.Any("42"),
			},
			Description: pulumi.Any(_var.Model_deployment_description),
			DisplayName: pulumi.Any(_var.Model_deployment_display_name),
			FreeformTags: pulumi.Map{
				"Department": pulumi.Any("Finance"),
			},
		})
		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.ModelDeployment;
import com.pulumi.oci.DataScience.ModelDeploymentArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentCategoryLogDetailsArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentCategoryLogDetailsAccessArgs;
import com.pulumi.oci.DataScience.inputs.ModelDeploymentCategoryLogDetailsPredictArgs;
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) {
        var testModelDeployment = new ModelDeployment("testModelDeployment", ModelDeploymentArgs.builder()        
            .compartmentId(var_.compartment_id())
            .modelDeploymentConfigurationDetails(ModelDeploymentModelDeploymentConfigurationDetailsArgs.builder()
                .deploymentType(var_.model_deployment_model_deployment_configuration_details_deployment_type())
                .modelConfigurationDetails(ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs.builder()
                    .instanceConfiguration(ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs.builder()
                        .instanceShapeName(oci_core_shape.test_shape().name())
                        .modelDeploymentInstanceShapeConfigDetails(ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs.builder()
                            .memoryInGbs(var_.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs())
                            .ocpus(var_.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus())
                            .build())
                        .build())
                    .modelId(oci_datascience_model.test_model().id())
                    .bandwidthMbps(var_.model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps())
                    .scalingPolicy(ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs.builder()
                        .instanceCount(var_.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count())
                        .policyType(var_.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type())
                        .build())
                    .build())
                .environmentConfigurationDetails(ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs.builder()
                    .environmentConfigurationType(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type())
                    .cmds(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd())
                    .entrypoints(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint())
                    .environmentVariables(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables())
                    .healthCheckPort(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port())
                    .image(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_image())
                    .imageDigest(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest())
                    .serverPort(var_.model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port())
                    .build())
                .build())
            .projectId(oci_datascience_project.test_project().id())
            .categoryLogDetails(ModelDeploymentCategoryLogDetailsArgs.builder()
                .access(ModelDeploymentCategoryLogDetailsAccessArgs.builder()
                    .logGroupId(oci_logging_log_group.test_log_group().id())
                    .logId(oci_logging_log.test_log().id())
                    .build())
                .predict(ModelDeploymentCategoryLogDetailsPredictArgs.builder()
                    .logGroupId(oci_logging_log_group.test_log_group().id())
                    .logId(oci_logging_log.test_log().id())
                    .build())
                .build())
            .definedTags(Map.of("Operations.CostCenter", "42"))
            .description(var_.model_deployment_description())
            .displayName(var_.model_deployment_display_name())
            .freeformTags(Map.of("Department", "Finance"))
            .build());

    }
}

    import pulumi
import pulumi_oci as oci

test_model_deployment = oci.data_science.ModelDeployment("testModelDeployment",
    compartment_id=var["compartment_id"],
    model_deployment_configuration_details=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsArgs(
        deployment_type=var["model_deployment_model_deployment_configuration_details_deployment_type"],
        model_configuration_details=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs(
            instance_configuration=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs(
                instance_shape_name=oci_core_shape["test_shape"]["name"],
                model_deployment_instance_shape_config_details=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs(
                    memory_in_gbs=var["model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs"],
                    ocpus=var["model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus"],
                ),
            ),
            model_id=oci_datascience_model["test_model"]["id"],
            bandwidth_mbps=var["model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps"],
            scaling_policy=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs(
                instance_count=var["model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count"],
                policy_type=var["model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type"],
            ),
        ),
        environment_configuration_details=oci.data_science.ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs(
            environment_configuration_type=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type"],
            cmds=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd"],
            entrypoints=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint"],
            environment_variables=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables"],
            health_check_port=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port"],
            image=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_image"],
            image_digest=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest"],
            server_port=var["model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port"],
        ),
    ),
    project_id=oci_datascience_project["test_project"]["id"],
    category_log_details=oci.data_science.ModelDeploymentCategoryLogDetailsArgs(
        access=oci.data_science.ModelDeploymentCategoryLogDetailsAccessArgs(
            log_group_id=oci_logging_log_group["test_log_group"]["id"],
            log_id=oci_logging_log["test_log"]["id"],
        ),
        predict=oci.data_science.ModelDeploymentCategoryLogDetailsPredictArgs(
            log_group_id=oci_logging_log_group["test_log_group"]["id"],
            log_id=oci_logging_log["test_log"]["id"],
        ),
    ),
    defined_tags={
        "Operations.CostCenter": "42",
    },
    description=var["model_deployment_description"],
    display_name=var["model_deployment_display_name"],
    freeform_tags={
        "Department": "Finance",
    })

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

const testModelDeployment = new oci.datascience.ModelDeployment("testModelDeployment", {
    compartmentId: _var.compartment_id,
    modelDeploymentConfigurationDetails: {
        deploymentType: _var.model_deployment_model_deployment_configuration_details_deployment_type,
        modelConfigurationDetails: {
            instanceConfiguration: {
                instanceShapeName: oci_core_shape.test_shape.name,
                modelDeploymentInstanceShapeConfigDetails: {
                    memoryInGbs: _var.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs,
                    ocpus: _var.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus,
                },
            },
            modelId: oci_datascience_model.test_model.id,
            bandwidthMbps: _var.model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps,
            scalingPolicy: {
                instanceCount: _var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count,
                policyType: _var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type,
            },
        },
        environmentConfigurationDetails: {
            environmentConfigurationType: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type,
            cmds: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd,
            entrypoints: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint,
            environmentVariables: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables,
            healthCheckPort: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port,
            image: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_image,
            imageDigest: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest,
            serverPort: _var.model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port,
        },
    },
    projectId: oci_datascience_project.test_project.id,
    categoryLogDetails: {
        access: {
            logGroupId: oci_logging_log_group.test_log_group.id,
            logId: oci_logging_log.test_log.id,
        },
        predict: {
            logGroupId: oci_logging_log_group.test_log_group.id,
            logId: oci_logging_log.test_log.id,
        },
    },
    definedTags: {
        "Operations.CostCenter": "42",
    },
    description: _var.model_deployment_description,
    displayName: _var.model_deployment_display_name,
    freeformTags: {
        Department: "Finance",
    },
});

    resources:
  testModelDeployment:
    type: oci:DataScience:ModelDeployment
    properties:
      #Required
      compartmentId: ${var.compartment_id}
      modelDeploymentConfigurationDetails:
        deploymentType: ${var.model_deployment_model_deployment_configuration_details_deployment_type}
        modelConfigurationDetails:
          instanceConfiguration:
            instanceShapeName: ${oci_core_shape.test_shape.name}
            modelDeploymentInstanceShapeConfigDetails:
              memoryInGbs: ${var.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_memory_in_gbs}
              ocpus: ${var.model_deployment_model_deployment_configuration_details_model_configuration_details_instance_configuration_model_deployment_instance_shape_config_details_ocpus}
          modelId: ${oci_datascience_model.test_model.id}
          bandwidthMbps: ${var.model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps}
          scalingPolicy:
            instanceCount: ${var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count}
            policyType: ${var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type}
        environmentConfigurationDetails:
          environmentConfigurationType: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_configuration_type}
          cmds: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_cmd}
          entrypoints: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_entrypoint}
          environmentVariables: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_environment_variables}
          healthCheckPort: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_health_check_port}
          image: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_image}
          imageDigest: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_image_digest}
          serverPort: ${var.model_deployment_model_deployment_configuration_details_environment_configuration_details_server_port}
      projectId: ${oci_datascience_project.test_project.id}
      categoryLogDetails:
        access:
          logGroupId: ${oci_logging_log_group.test_log_group.id}
          logId: ${oci_logging_log.test_log.id}
        predict:
          logGroupId: ${oci_logging_log_group.test_log_group.id}
          logId: ${oci_logging_log.test_log.id}
      definedTags:
        Operations.CostCenter: '42'
      description: ${var.model_deployment_description}
      displayName: ${var.model_deployment_display_name}
      freeformTags:
        Department: Finance

    Create ModelDeployment Resource

    new ModelDeployment(name: string, args: ModelDeploymentArgs, opts?: CustomResourceOptions);
    @overload
def ModelDeployment(resource_name: str,
                    opts: Optional[ResourceOptions] = None,
                    category_log_details: Optional[_datascience.ModelDeploymentCategoryLogDetailsArgs] = None,
                    compartment_id: Optional[str] = None,
                    defined_tags: Optional[Mapping[str, Any]] = None,
                    description: Optional[str] = None,
                    display_name: Optional[str] = None,
                    freeform_tags: Optional[Mapping[str, Any]] = None,
                    model_deployment_configuration_details: Optional[_datascience.ModelDeploymentModelDeploymentConfigurationDetailsArgs] = None,
                    project_id: Optional[str] = None,
                    state: Optional[str] = None)
@overload
def ModelDeployment(resource_name: str,
                    args: ModelDeploymentArgs,
                    opts: Optional[ResourceOptions] = None)
    func NewModelDeployment(ctx *Context, name string, args ModelDeploymentArgs, opts ...ResourceOption) (*ModelDeployment, error)
    public ModelDeployment(string name, ModelDeploymentArgs args, CustomResourceOptions? opts = null)
    public ModelDeployment(String name, ModelDeploymentArgs args)
public ModelDeployment(String name, ModelDeploymentArgs args, CustomResourceOptions options)

    type: oci:DataScience:ModelDeployment
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args ModelDeploymentArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args ModelDeploymentArgs
    The arguments to resource properties.
    opts ResourceOptions
    Bag of options to control resource's behavior.
    ctx Context
    Context object for the current deployment.
    name string
    The unique name of the resource.
    args ModelDeploymentArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args ModelDeploymentArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args ModelDeploymentArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    ModelDeployment Resource Properties

    To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

    Inputs

    The ModelDeployment resource accepts the following input properties:

    CompartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    ModelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    ProjectId string

    The OCID of the project to associate with the model deployment.

    CategoryLogDetails ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    DefinedTags Dictionary<string, object>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    Description string

    (Updatable) A short description of the model deployment.

    DisplayName string

    (Updatable) 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>

    (Updatable) 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"}

    State string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    CompartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    ModelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsArgs

    (Updatable) The model deployment configuration details.

    ProjectId string

    The OCID of the project to associate with the model deployment.

    CategoryLogDetails ModelDeploymentCategoryLogDetailsArgs

    (Updatable) The log details for each category.

    DefinedTags map[string]interface{}

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    Description string

    (Updatable) A short description of the model deployment.

    DisplayName string

    (Updatable) 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{}

    (Updatable) 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"}

    State string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    compartmentId String

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    modelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    projectId String

    The OCID of the project to associate with the model deployment.

    categoryLogDetails ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    definedTags Map<String,Object>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description String

    (Updatable) A short description of the model deployment.

    displayName String

    (Updatable) 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>

    (Updatable) 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"}

    state String

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    compartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    modelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    projectId string

    The OCID of the project to associate with the model deployment.

    categoryLogDetails ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    definedTags {[key: string]: any}

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description string

    (Updatable) A short description of the model deployment.

    displayName string

    (Updatable) 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}

    (Updatable) 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"}

    state string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    compartment_id str

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    model_deployment_configuration_details ModelDeploymentModelDeploymentConfigurationDetailsArgs

    (Updatable) The model deployment configuration details.

    project_id str

    The OCID of the project to associate with the model deployment.

    category_log_details ModelDeploymentCategoryLogDetailsArgs

    (Updatable) The log details for each category.

    defined_tags Mapping[str, Any]

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description str

    (Updatable) A short description of the model deployment.

    display_name str

    (Updatable) 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]

    (Updatable) 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"}

    state str

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    compartmentId String

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    modelDeploymentConfigurationDetails Property Map

    (Updatable) The model deployment configuration details.

    projectId String

    The OCID of the project to associate with the model deployment.

    categoryLogDetails Property Map

    (Updatable) The log details for each category.

    definedTags Map<Any>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description String

    (Updatable) A short description of the model deployment.

    displayName String

    (Updatable) 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>

    (Updatable) 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"}

    state String

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    Outputs

    All input properties are implicitly available as output properties. Additionally, the ModelDeployment resource produces the following output properties:

    CreatedBy string

    The OCID of the user who created the model deployment.

    Id string

    The provider-assigned unique ID for this managed resource.

    LifecycleDetails string

    Details about the state of the model deployment.

    ModelDeploymentUrl string

    The URL to interact with 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

    CreatedBy string

    The OCID of the user who created the model deployment.

    Id string

    The provider-assigned unique ID for this managed resource.

    LifecycleDetails string

    Details about the state of the model deployment.

    ModelDeploymentUrl string

    The URL to interact with 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

    createdBy String

    The OCID of the user who created the model deployment.

    id String

    The provider-assigned unique ID for this managed resource.

    lifecycleDetails String

    Details about the state of the model deployment.

    modelDeploymentUrl String

    The URL to interact with 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

    createdBy string

    The OCID of the user who created the model deployment.

    id string

    The provider-assigned unique ID for this managed resource.

    lifecycleDetails string

    Details about the state of the model deployment.

    modelDeploymentUrl string

    The URL to interact with 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

    created_by str

    The OCID of the user who created the model deployment.

    id str

    The provider-assigned unique ID for this managed resource.

    lifecycle_details str

    Details about the state of the model deployment.

    model_deployment_url str

    The URL to interact with 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

    createdBy String

    The OCID of the user who created the model deployment.

    id String

    The provider-assigned unique ID for this managed resource.

    lifecycleDetails String

    Details about the state of the model deployment.

    modelDeploymentUrl String

    The URL to interact with 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

    Look up Existing ModelDeployment Resource

    Get an existing ModelDeployment resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

    public static get(name: string, id: Input<ID>, state?: ModelDeploymentState, opts?: CustomResourceOptions): ModelDeployment
    @staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        category_log_details: Optional[_datascience.ModelDeploymentCategoryLogDetailsArgs] = None,
        compartment_id: Optional[str] = None,
        created_by: Optional[str] = None,
        defined_tags: Optional[Mapping[str, Any]] = None,
        description: Optional[str] = None,
        display_name: Optional[str] = None,
        freeform_tags: Optional[Mapping[str, Any]] = None,
        lifecycle_details: Optional[str] = None,
        model_deployment_configuration_details: Optional[_datascience.ModelDeploymentModelDeploymentConfigurationDetailsArgs] = None,
        model_deployment_url: Optional[str] = None,
        project_id: Optional[str] = None,
        state: Optional[str] = None,
        time_created: Optional[str] = None) -> ModelDeployment
    func GetModelDeployment(ctx *Context, name string, id IDInput, state *ModelDeploymentState, opts ...ResourceOption) (*ModelDeployment, error)
    public static ModelDeployment Get(string name, Input<string> id, ModelDeploymentState? state, CustomResourceOptions? opts = null)
    public static ModelDeployment get(String name, Output<String> id, ModelDeploymentState state, CustomResourceOptions options)
    Resource lookup is not supported in YAML
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    resource_name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    name
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    state
    Any extra arguments used during the lookup.
    opts
    A bag of options that control this resource's behavior.
    The following state arguments are supported:
    CategoryLogDetails ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    CompartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    CreatedBy string

    The OCID of the user who created the model deployment.

    DefinedTags Dictionary<string, object>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    Description string

    (Updatable) A short description of the model deployment.

    DisplayName string

    (Updatable) 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>

    (Updatable) 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"}

    LifecycleDetails string

    Details about the state of the model deployment.

    ModelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    ModelDeploymentUrl string

    The URL to interact with the model deployment.

    ProjectId string

    The OCID of the project to associate with the model deployment.

    State string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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 ModelDeploymentCategoryLogDetailsArgs

    (Updatable) The log details for each category.

    CompartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    CreatedBy string

    The OCID of the user who created the model deployment.

    DefinedTags map[string]interface{}

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    Description string

    (Updatable) A short description of the model deployment.

    DisplayName string

    (Updatable) 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{}

    (Updatable) 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"}

    LifecycleDetails string

    Details about the state of the model deployment.

    ModelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsArgs

    (Updatable) The model deployment configuration details.

    ModelDeploymentUrl string

    The URL to interact with the model deployment.

    ProjectId string

    The OCID of the project to associate with the model deployment.

    State string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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 ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    compartmentId String

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    createdBy String

    The OCID of the user who created the model deployment.

    definedTags Map<String,Object>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description String

    (Updatable) A short description of the model deployment.

    displayName String

    (Updatable) 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>

    (Updatable) 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"}

    lifecycleDetails String

    Details about the state of the model deployment.

    modelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    modelDeploymentUrl String

    The URL to interact with the model deployment.

    projectId String

    The OCID of the project to associate with the model deployment.

    state String

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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 ModelDeploymentCategoryLogDetails

    (Updatable) The log details for each category.

    compartmentId string

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    createdBy string

    The OCID of the user who created the model deployment.

    definedTags {[key: string]: any}

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description string

    (Updatable) A short description of the model deployment.

    displayName string

    (Updatable) 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}

    (Updatable) 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"}

    lifecycleDetails string

    Details about the state of the model deployment.

    modelDeploymentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetails

    (Updatable) The model deployment configuration details.

    modelDeploymentUrl string

    The URL to interact with the model deployment.

    projectId string

    The OCID of the project to associate with the model deployment.

    state string

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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 ModelDeploymentCategoryLogDetailsArgs

    (Updatable) The log details for each category.

    compartment_id str

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    created_by str

    The OCID of the user who created the model deployment.

    defined_tags Mapping[str, Any]

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description str

    (Updatable) A short description of the model deployment.

    display_name str

    (Updatable) 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]

    (Updatable) 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"}

    lifecycle_details str

    Details about the state of the model deployment.

    model_deployment_configuration_details ModelDeploymentModelDeploymentConfigurationDetailsArgs

    (Updatable) The model deployment configuration details.

    model_deployment_url str

    The URL to interact with the model deployment.

    project_id str

    The OCID of the project to associate with the model deployment.

    state str

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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 Property Map

    (Updatable) The log details for each category.

    compartmentId String

    (Updatable) The OCID of the compartment where you want to create the model deployment.

    createdBy String

    The OCID of the user who created the model deployment.

    definedTags Map<Any>

    (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}

    description String

    (Updatable) A short description of the model deployment.

    displayName String

    (Updatable) 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>

    (Updatable) 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"}

    lifecycleDetails String

    Details about the state of the model deployment.

    modelDeploymentConfigurationDetails Property Map

    (Updatable) The model deployment configuration details.

    modelDeploymentUrl String

    The URL to interact with the model deployment.

    projectId String

    The OCID of the project to associate with the model deployment.

    state String

    (Updatable) The target state for the Model Deployment. Could be set to ACTIVE or INACTIVE.

    ** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

    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

    ModelDeploymentCategoryLogDetails, ModelDeploymentCategoryLogDetailsArgs

    access Property Map

    (Updatable) The log details.

    predict Property Map

    (Updatable) The log details.

    ModelDeploymentCategoryLogDetailsAccess, ModelDeploymentCategoryLogDetailsAccessArgs

    LogGroupId string

    (Updatable) The OCID of a log group to work with.

    LogId string

    (Updatable) The OCID of a log to work with.

    LogGroupId string

    (Updatable) The OCID of a log group to work with.

    LogId string

    (Updatable) The OCID of a log to work with.

    logGroupId String

    (Updatable) The OCID of a log group to work with.

    logId String

    (Updatable) The OCID of a log to work with.

    logGroupId string

    (Updatable) The OCID of a log group to work with.

    logId string

    (Updatable) The OCID of a log to work with.

    log_group_id str

    (Updatable) The OCID of a log group to work with.

    log_id str

    (Updatable) The OCID of a log to work with.

    logGroupId String

    (Updatable) The OCID of a log group to work with.

    logId String

    (Updatable) The OCID of a log to work with.

    ModelDeploymentCategoryLogDetailsPredict, ModelDeploymentCategoryLogDetailsPredictArgs

    LogGroupId string

    (Updatable) The OCID of a log group to work with.

    LogId string

    (Updatable) The OCID of a log to work with.

    LogGroupId string

    (Updatable) The OCID of a log group to work with.

    LogId string

    (Updatable) The OCID of a log to work with.

    logGroupId String

    (Updatable) The OCID of a log group to work with.

    logId String

    (Updatable) The OCID of a log to work with.

    logGroupId string

    (Updatable) The OCID of a log group to work with.

    logId string

    (Updatable) The OCID of a log to work with.

    log_group_id str

    (Updatable) The OCID of a log group to work with.

    log_id str

    (Updatable) The OCID of a log to work with.

    logGroupId String

    (Updatable) The OCID of a log group to work with.

    logId String

    (Updatable) The OCID of a log to work with.

    ModelDeploymentModelDeploymentConfigurationDetails, ModelDeploymentModelDeploymentConfigurationDetailsArgs

    DeploymentType string

    (Updatable) The type of the model deployment.

    ModelConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails

    (Updatable) The model configuration details.

    EnvironmentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    DeploymentType string

    (Updatable) The type of the model deployment.

    ModelConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails

    (Updatable) The model configuration details.

    EnvironmentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    deploymentType String

    (Updatable) The type of the model deployment.

    modelConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails

    (Updatable) The model configuration details.

    environmentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    deploymentType string

    (Updatable) The type of the model deployment.

    modelConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails

    (Updatable) The model configuration details.

    environmentConfigurationDetails ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    deployment_type str

    (Updatable) The type of the model deployment.

    model_configuration_details ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails

    (Updatable) The model configuration details.

    environment_configuration_details ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    deploymentType String

    (Updatable) The type of the model deployment.

    modelConfigurationDetails Property Map

    (Updatable) The model configuration details.

    environmentConfigurationDetails Property Map

    (Updatable) The configuration to carry the environment details thats used in Model Deployment creation

    ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetails, ModelDeploymentModelDeploymentConfigurationDetailsEnvironmentConfigurationDetailsArgs

    EnvironmentConfigurationType string

    (Updatable) The environment configuration type

    Cmds List<string>

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    Entrypoints List<string>

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    EnvironmentVariables Dictionary<string, object>

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    HealthCheckPort int

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    Image string

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    ImageDigest string

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    ServerPort int

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    EnvironmentConfigurationType string

    (Updatable) The environment configuration type

    Cmds []string

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    Entrypoints []string

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    EnvironmentVariables map[string]interface{}

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    HealthCheckPort int

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    Image string

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    ImageDigest string

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    ServerPort int

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    environmentConfigurationType String

    (Updatable) The environment configuration type

    cmds List<String>

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    entrypoints List<String>

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    environmentVariables Map<String,Object>

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    healthCheckPort Integer

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    image String

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    imageDigest String

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    serverPort Integer

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    environmentConfigurationType string

    (Updatable) The environment configuration type

    cmds string[]

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    entrypoints string[]

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    environmentVariables {[key: string]: any}

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    healthCheckPort number

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    image string

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    imageDigest string

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    serverPort number

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    environment_configuration_type str

    (Updatable) The environment configuration type

    cmds Sequence[str]

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    entrypoints Sequence[str]

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    environment_variables Mapping[str, Any]

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    health_check_port int

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    image str

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    image_digest str

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    server_port int

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    environmentConfigurationType String

    (Updatable) The environment configuration type

    cmds List<String>

    (Updatable) The container image run CMD as a list of strings. Use CMD as arguments to the ENTRYPOINT or the only command to run in the absence of an ENTRYPOINT. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes.

    entrypoints List<String>

    (Updatable) The container image run ENTRYPOINT as a list of strings. Accept the CMD as extra arguments. The combined size of CMD and ENTRYPOINT must be less than 2048 bytes. More information on how CMD and ENTRYPOINT interact are here.

    environmentVariables Map<Any>

    (Updatable) Environment variables to set for the web server container. The size of envVars must be less than 2048 bytes. Key should be under 32 characters. Key should contain only letters, digits and underscore (_) Key should start with a letter. Key should have at least 2 characters. Key should not end with underscore eg. TEST_ Key if added cannot be empty. Value can be empty. No specific size limits on individual Values. But overall environment variables is limited to 2048 bytes. Key can't be reserved Model Deployment environment variables.

    healthCheckPort Number

    (Updatable) The port on which the container HEALTHCHECK would listen. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    image String

    (Updatable) The full path to the Oracle Container Repository (OCIR) registry, image, and tag in a canonical format. Acceptable format: <region>.ocir.io/<registry>/<image>:<tag> <region>.ocir.io/<registry>/<image>:<tag>@digest

    imageDigest String

    (Updatable) The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030

    serverPort Number

    (Updatable) The port on which the web server serving the inference is running. The port can be anything between 1024 and 65535. The following ports cannot be used 24224, 8446, 8447.

    ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetails, ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsArgs

    InstanceConfiguration ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration

    (Updatable) The model deployment instance configuration

    ModelId string

    (Updatable) The OCID of the model you want to deploy.

    BandwidthMbps int

    (Updatable) The minimum network bandwidth for the model deployment.

    ScalingPolicy ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy

    (Updatable) The scaling policy to apply to each model of the deployment.

    InstanceConfiguration ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration

    (Updatable) The model deployment instance configuration

    ModelId string

    (Updatable) The OCID of the model you want to deploy.

    BandwidthMbps int

    (Updatable) The minimum network bandwidth for the model deployment.

    ScalingPolicy ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy

    (Updatable) The scaling policy to apply to each model of the deployment.

    instanceConfiguration ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration

    (Updatable) The model deployment instance configuration

    modelId String

    (Updatable) The OCID of the model you want to deploy.

    bandwidthMbps Integer

    (Updatable) The minimum network bandwidth for the model deployment.

    scalingPolicy ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy

    (Updatable) The scaling policy to apply to each model of the deployment.

    instanceConfiguration ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration

    (Updatable) The model deployment instance configuration

    modelId string

    (Updatable) The OCID of the model you want to deploy.

    bandwidthMbps number

    (Updatable) The minimum network bandwidth for the model deployment.

    scalingPolicy ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy

    (Updatable) The scaling policy to apply to each model of the deployment.

    instance_configuration ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration

    (Updatable) The model deployment instance configuration

    model_id str

    (Updatable) The OCID of the model you want to deploy.

    bandwidth_mbps int

    (Updatable) The minimum network bandwidth for the model deployment.

    scaling_policy ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy

    (Updatable) The scaling policy to apply to each model of the deployment.

    instanceConfiguration Property Map

    (Updatable) The model deployment instance configuration

    modelId String

    (Updatable) The OCID of the model you want to deploy.

    bandwidthMbps Number

    (Updatable) The minimum network bandwidth for the model deployment.

    scalingPolicy Property Map

    (Updatable) The scaling policy to apply to each model of the deployment.

    ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfiguration, ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationArgs

    InstanceShapeName string

    (Updatable) The shape used to launch the model deployment instances.

    ModelDeploymentInstanceShapeConfigDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails

    (Updatable) Details for the model-deployment instance shape configuration.

    InstanceShapeName string

    (Updatable) The shape used to launch the model deployment instances.

    ModelDeploymentInstanceShapeConfigDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails

    (Updatable) Details for the model-deployment instance shape configuration.

    instanceShapeName String

    (Updatable) The shape used to launch the model deployment instances.

    modelDeploymentInstanceShapeConfigDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails

    (Updatable) Details for the model-deployment instance shape configuration.

    instanceShapeName string

    (Updatable) The shape used to launch the model deployment instances.

    modelDeploymentInstanceShapeConfigDetails ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails

    (Updatable) Details for the model-deployment instance shape configuration.

    instance_shape_name str

    (Updatable) The shape used to launch the model deployment instances.

    model_deployment_instance_shape_config_details ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails

    (Updatable) Details for the model-deployment instance shape configuration.

    instanceShapeName String

    (Updatable) The shape used to launch the model deployment instances.

    modelDeploymentInstanceShapeConfigDetails Property Map

    (Updatable) Details for the model-deployment instance shape configuration.

    ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetails, ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsInstanceConfigurationModelDeploymentInstanceShapeConfigDetailsArgs

    MemoryInGbs double

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    Ocpus double

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    MemoryInGbs float64

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    Ocpus float64

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    memoryInGbs Double

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    ocpus Double

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    memoryInGbs number

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    ocpus number

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    memory_in_gbs float

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    ocpus float

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    memoryInGbs Number

    (Updatable) 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 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

    ocpus Number

    (Updatable) 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 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

    ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicy, ModelDeploymentModelDeploymentConfigurationDetailsModelConfigurationDetailsScalingPolicyArgs

    InstanceCount int

    (Updatable) The number of instances for the model deployment.

    PolicyType string

    (Updatable) The type of scaling policy.

    InstanceCount int

    (Updatable) The number of instances for the model deployment.

    PolicyType string

    (Updatable) The type of scaling policy.

    instanceCount Integer

    (Updatable) The number of instances for the model deployment.

    policyType String

    (Updatable) The type of scaling policy.

    instanceCount number

    (Updatable) The number of instances for the model deployment.

    policyType string

    (Updatable) The type of scaling policy.

    instance_count int

    (Updatable) The number of instances for the model deployment.

    policy_type str

    (Updatable) The type of scaling policy.

    instanceCount Number

    (Updatable) The number of instances for the model deployment.

    policyType String

    (Updatable) The type of scaling policy.

    Import

    ModelDeployments can be imported using the id, e.g.

     $ pulumi import oci:DataScience/modelDeployment:ModelDeployment test_model_deployment "id"

    Package Details

    Repository
    oci pulumi/pulumi-oci
    License
    Apache-2.0
    Notes

    This Pulumi package is based on the oci Terraform Provider.

    oci logo
    Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi
    pulumi/pulumi-oci