Oracle Cloud Infrastructure

Pulumi Official
Package maintained by Pulumi
v0.1.1 published on Tuesday, May 3, 2022 by Pulumi

getModelDeployments

This data source provides the list of Model Deployments in Oracle Cloud Infrastructure Datascience service.

Lists all model deployments in the specified compartment. Only one parameter other than compartmentId may also be included in a query. The query must include compartmentId. If the query does not include compartmentId, or includes compartmentId but two or more other parameters an error is returned.

Example Usage

using Pulumi;
using Oci = Pulumi.Oci;

class MyStack : Stack
{
    public MyStack()
    {
        var testModelDeployments = Output.Create(Oci.DataScience.GetModelDeployments.InvokeAsync(new Oci.DataScience.GetModelDeploymentsArgs
        {
            CompartmentId = @var.Compartment_id,
            CreatedBy = @var.Model_deployment_created_by,
            DisplayName = @var.Model_deployment_display_name,
            Id = @var.Model_deployment_id,
            ProjectId = oci_datascience_project.Test_project.Id,
            State = @var.Model_deployment_state,
        }));
    }

}
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.GetModelDeployments(ctx, &datascience.GetModelDeploymentsArgs{
			CompartmentId: _var.Compartment_id,
			CreatedBy:     pulumi.StringRef(_var.Model_deployment_created_by),
			DisplayName:   pulumi.StringRef(_var.Model_deployment_display_name),
			Id:            pulumi.StringRef(_var.Model_deployment_id),
			ProjectId:     pulumi.StringRef(oci_datascience_project.Test_project.Id),
			State:         pulumi.StringRef(_var.Model_deployment_state),
		}, nil)
		if err != nil {
			return err
		}
		return nil
	})
}

Coming soon!

import pulumi
import pulumi_oci as oci

test_model_deployments = oci.DataScience.get_model_deployments(compartment_id=var["compartment_id"],
    created_by=var["model_deployment_created_by"],
    display_name=var["model_deployment_display_name"],
    id=var["model_deployment_id"],
    project_id=oci_datascience_project["test_project"]["id"],
    state=var["model_deployment_state"])
import * as pulumi from "@pulumi/pulumi";
import * as oci from "@pulumi/oci";

const testModelDeployments = oci.DataScience.getModelDeployments({
    compartmentId: _var.compartment_id,
    createdBy: _var.model_deployment_created_by,
    displayName: _var.model_deployment_display_name,
    id: _var.model_deployment_id,
    projectId: oci_datascience_project.test_project.id,
    state: _var.model_deployment_state,
});

Coming soon!

Using getModelDeployments

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 getModelDeployments(args: GetModelDeploymentsArgs, opts?: InvokeOptions): Promise<GetModelDeploymentsResult>
function getModelDeploymentsOutput(args: GetModelDeploymentsOutputArgs, opts?: InvokeOptions): Output<GetModelDeploymentsResult>
def get_model_deployments(compartment_id: Optional[str] = None,
                          created_by: Optional[str] = None,
                          display_name: Optional[str] = None,
                          filters: Optional[Sequence[_datascience.GetModelDeploymentsFilter]] = None,
                          id: Optional[str] = None,
                          project_id: Optional[str] = None,
                          state: Optional[str] = None,
                          opts: Optional[InvokeOptions] = None) -> GetModelDeploymentsResult
def get_model_deployments_output(compartment_id: Optional[pulumi.Input[str]] = None,
                          created_by: Optional[pulumi.Input[str]] = None,
                          display_name: Optional[pulumi.Input[str]] = None,
                          filters: Optional[pulumi.Input[Sequence[pulumi.Input[_datascience.GetModelDeploymentsFilterArgs]]]] = None,
                          id: Optional[pulumi.Input[str]] = None,
                          project_id: Optional[pulumi.Input[str]] = None,
                          state: Optional[pulumi.Input[str]] = None,
                          opts: Optional[InvokeOptions] = None) -> Output[GetModelDeploymentsResult]
func GetModelDeployments(ctx *Context, args *GetModelDeploymentsArgs, opts ...InvokeOption) (*GetModelDeploymentsResult, error)
func GetModelDeploymentsOutput(ctx *Context, args *GetModelDeploymentsOutputArgs, opts ...InvokeOption) GetModelDeploymentsResultOutput

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

public static class GetModelDeployments 
{
    public static Task<GetModelDeploymentsResult> InvokeAsync(GetModelDeploymentsArgs args, InvokeOptions? opts = null)
    public static Output<GetModelDeploymentsResult> Invoke(GetModelDeploymentsInvokeArgs args, InvokeOptions? opts = null)
}
public static CompletableFuture<GetModelDeploymentsResult> getModelDeployments(GetModelDeploymentsArgs args, InvokeOptions options)
// Output-based functions aren't available in Java yet
Fn::Invoke:
  Function: oci:DataScience/getModelDeployments:getModelDeployments
  Arguments:
    # Arguments dictionary

The following arguments are supported:

CompartmentId string

Filter results by the OCID of the compartment.

CreatedBy string

Filter results by the OCID of the user who created the resource.

DisplayName string

Filter results by its user-friendly name.

Filters List<GetModelDeploymentsFilter>
Id string

Filter results by OCID. Must be an OCID of the correct type for the resource type.

ProjectId string

Filter results by the OCID of the project.

State string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

CompartmentId string

Filter results by the OCID of the compartment.

CreatedBy string

Filter results by the OCID of the user who created the resource.

DisplayName string

Filter results by its user-friendly name.

Filters []GetModelDeploymentsFilter
Id string

Filter results by OCID. Must be an OCID of the correct type for the resource type.

ProjectId string

Filter results by the OCID of the project.

State string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

compartmentId String

Filter results by the OCID of the compartment.

createdBy String

Filter results by the OCID of the user who created the resource.

displayName String

Filter results by its user-friendly name.

filters List<GetModelDeploymentsFilter>
id String

Filter results by OCID. Must be an OCID of the correct type for the resource type.

projectId String

Filter results by the OCID of the project.

state String

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

compartmentId string

Filter results by the OCID of the compartment.

createdBy string

Filter results by the OCID of the user who created the resource.

displayName string

Filter results by its user-friendly name.

filters GetModelDeploymentsFilter[]
id string

Filter results by OCID. Must be an OCID of the correct type for the resource type.

projectId string

Filter results by the OCID of the project.

state string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

compartment_id str

Filter results by the OCID of the compartment.

created_by str

Filter results by the OCID of the user who created the resource.

display_name str

Filter results by its user-friendly name.

filters GetModelDeploymentsFilter]
id str

Filter results by OCID. Must be an OCID of the correct type for the resource type.

project_id str

Filter results by the OCID of the project.

state str

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

compartmentId String

Filter results by the OCID of the compartment.

createdBy String

Filter results by the OCID of the user who created the resource.

displayName String

Filter results by its user-friendly name.

filters List<Property Map>
id String

Filter results by OCID. Must be an OCID of the correct type for the resource type.

projectId String

Filter results by the OCID of the project.

state String

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

getModelDeployments Result

The following output properties are available:

CompartmentId string

The OCID of the model deployment's compartment.

ModelDeployments List<GetModelDeploymentsModelDeployment>

The list of model_deployments.

CreatedBy string

The OCID of the user who created 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

Filters List<GetModelDeploymentsFilter>
Id string

The OCID of the model deployment.

ProjectId string

The OCID of the project associated with the model deployment.

State string

The state of the model deployment.

CompartmentId string

The OCID of the model deployment's compartment.

ModelDeployments []GetModelDeploymentsModelDeployment

The list of model_deployments.

CreatedBy string

The OCID of the user who created 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

Filters []GetModelDeploymentsFilter
Id string

The OCID of the model deployment.

ProjectId string

The OCID of the project associated with the model deployment.

State string

The state of the model deployment.

compartmentId String

The OCID of the model deployment's compartment.

modelDeployments List<GetModelDeploymentsModelDeployment>

The list of model_deployments.

createdBy String

The OCID of the user who created 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

filters List<GetModelDeploymentsFilter>
id String

The OCID of the model deployment.

projectId String

The OCID of the project associated with the model deployment.

state String

The state of the model deployment.

compartmentId string

The OCID of the model deployment's compartment.

modelDeployments GetModelDeploymentsModelDeployment[]

The list of model_deployments.

createdBy string

The OCID of the user who created 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

filters GetModelDeploymentsFilter[]
id string

The OCID of the model deployment.

projectId string

The OCID of the project associated with the model deployment.

state string

The state of the model deployment.

compartment_id str

The OCID of the model deployment's compartment.

model_deployments GetModelDeploymentsModelDeployment]

The list of model_deployments.

created_by str

The OCID of the user who created 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

filters GetModelDeploymentsFilter]
id str

The OCID of the model deployment.

project_id str

The OCID of the project associated with the model deployment.

state str

The state of the model deployment.

compartmentId String

The OCID of the model deployment's compartment.

modelDeployments List<Property Map>

The list of model_deployments.

createdBy String

The OCID of the user who created 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

filters List<Property Map>
id String

The OCID of the model deployment.

projectId String

The OCID of the project associated with the model deployment.

state String

The state of the model deployment.

Supporting Types

GetModelDeploymentsFilter

Name string
Values List<string>
Regex bool
Name string
Values []string
Regex bool
name String
values List<String>
regex Boolean
name string
values string[]
regex boolean
name str
values Sequence[str]
regex bool
name String
values List<String>
regex Boolean

GetModelDeploymentsModelDeployment

CategoryLogDetails List<GetModelDeploymentsModelDeploymentCategoryLogDetail>

The log details for each category.

CompartmentId string

Filter results by the OCID of the compartment.

CreatedBy string

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

LifecycleDetails string

Details about the state of the model deployment.

ModelDeploymentConfigurationDetails List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail>

The model deployment configuration details.

ModelDeploymentUrl string

The URL to interact with the model deployment.

ProjectId string

Filter results by the OCID of the project.

State string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

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 []GetModelDeploymentsModelDeploymentCategoryLogDetail

The log details for each category.

CompartmentId string

Filter results by the OCID of the compartment.

CreatedBy string

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

LifecycleDetails string

Details about the state of the model deployment.

ModelDeploymentConfigurationDetails []GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail

The model deployment configuration details.

ModelDeploymentUrl string

The URL to interact with the model deployment.

ProjectId string

Filter results by the OCID of the project.

State string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

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<GetModelDeploymentsModelDeploymentCategoryLogDetail>

The log details for each category.

compartmentId String

Filter results by the OCID of the compartment.

createdBy String

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

lifecycleDetails String

Details about the state of the model deployment.

modelDeploymentConfigurationDetails List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail>

The model deployment configuration details.

modelDeploymentUrl String

The URL to interact with the model deployment.

projectId String

Filter results by the OCID of the project.

state String

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

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 GetModelDeploymentsModelDeploymentCategoryLogDetail[]

The log details for each category.

compartmentId string

Filter results by the OCID of the compartment.

createdBy string

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

lifecycleDetails string

Details about the state of the model deployment.

modelDeploymentConfigurationDetails GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail[]

The model deployment configuration details.

modelDeploymentUrl string

The URL to interact with the model deployment.

projectId string

Filter results by the OCID of the project.

state string

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

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 GetModelDeploymentsModelDeploymentCategoryLogDetail]

The log details for each category.

compartment_id str

Filter results by the OCID of the compartment.

created_by str

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

lifecycle_details str

Details about the state of the model deployment.

model_deployment_configuration_details GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail]

The model deployment configuration details.

model_deployment_url str

The URL to interact with the model deployment.

project_id str

Filter results by the OCID of the project.

state str

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

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

Filter results by the OCID of the compartment.

createdBy String

Filter results by the OCID of the user who created the resource.

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

Filter results by its user-friendly name.

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

Filter results by OCID. Must be an OCID of the correct type for the resource type.

lifecycleDetails String

Details about the state of the model deployment.

modelDeploymentConfigurationDetails List<Property Map>

The model deployment configuration details.

modelDeploymentUrl String

The URL to interact with the model deployment.

projectId String

Filter results by the OCID of the project.

state String

Filter results by the specified lifecycle state. Must be a valid state for the resource type.

timeCreated String

The date and time the resource was created, in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

GetModelDeploymentsModelDeploymentCategoryLogDetail

GetModelDeploymentsModelDeploymentCategoryLogDetailAccess

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.

GetModelDeploymentsModelDeploymentCategoryLogDetailPredict

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.

GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetail

deploymentType String

The type of the model deployment.

modelConfigurationDetails List<Property Map>

The model configuration details.

GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail

BandwidthMbps int

The network bandwidth for the model.

InstanceConfigurations List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration>

The model deployment instance configuration

ModelId string

The OCID of the model you want to deploy.

ScalingPolicies List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy>

The scaling policy to apply to each model of the deployment.

BandwidthMbps int

The network bandwidth for the model.

InstanceConfigurations []GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration

The model deployment instance configuration

ModelId string

The OCID of the model you want to deploy.

ScalingPolicies []GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy

The scaling policy to apply to each model of the deployment.

bandwidthMbps Integer

The network bandwidth for the model.

instanceConfigurations List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration>

The model deployment instance configuration

modelId String

The OCID of the model you want to deploy.

scalingPolicies List<GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy>

The scaling policy to apply to each model of the deployment.

bandwidthMbps number

The network bandwidth for the model.

instanceConfigurations GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration[]

The model deployment instance configuration

modelId string

The OCID of the model you want to deploy.

scalingPolicies GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy[]

The scaling policy to apply to each model of the deployment.

bandwidth_mbps int

The network bandwidth for the model.

instance_configurations GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration]

The model deployment instance configuration

model_id str

The OCID of the model you want to deploy.

scaling_policies GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy]

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.

GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration

InstanceShapeName string

The shape used to launch the model deployment instances.

InstanceShapeName string

The shape used to launch the model deployment instances.

instanceShapeName String

The shape used to launch the model deployment instances.

instanceShapeName string

The shape used to launch the model deployment instances.

instance_shape_name str

The shape used to launch the model deployment instances.

instanceShapeName String

The shape used to launch the model deployment instances.

GetModelDeploymentsModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy

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.