Oracle Cloud Infrastructure v1.16.0, Nov 2 23

Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi

oci.DataScience.getModelDeployment

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Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi

Example Usage

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

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

});

package main

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

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

package generated_program;

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

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

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

    }
}

import pulumi
import pulumi_oci as oci

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

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

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

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

Using getModelDeployment

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

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

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

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

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

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

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

fn::invoke:
  function: oci:DataScience/getModelDeployment:getModelDeployment
  arguments:
    # arguments dictionary

The following arguments are supported:

ModelDeploymentId string: The OCID of the model deployment.

ModelDeploymentId string: The OCID of the model deployment.

modelDeploymentId String: The OCID of the model deployment.

modelDeploymentId string: The OCID of the model deployment.

model_deployment_id str: The OCID of the model deployment.

modelDeploymentId String: The OCID of the model deployment.

getModelDeployment Result

The following output properties are available:

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

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

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

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

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

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

Supporting Types

GetModelDeploymentCategoryLogDetail

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

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

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

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

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

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

GetModelDeploymentCategoryLogDetailAccess

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

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

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

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

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

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

GetModelDeploymentCategoryLogDetailPredict

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

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

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

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

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

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

GetModelDeploymentModelDeploymentConfigurationDetail

DeploymentType string: The type of the model deployment.
EnvironmentConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail>: The configuration to carry the environment details thats used in Model Deployment creation
ModelConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail>: The model configuration details.

DeploymentType string: The type of the model deployment.
EnvironmentConfigurationDetails []GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail: The configuration to carry the environment details thats used in Model Deployment creation
ModelConfigurationDetails []GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail: The model configuration details.

deploymentType String: The type of the model deployment.
environmentConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail>: The configuration to carry the environment details thats used in Model Deployment creation
modelConfigurationDetails List<GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail>: The model configuration details.

deploymentType string: The type of the model deployment.
environmentConfigurationDetails GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail[]: The configuration to carry the environment details thats used in Model Deployment creation
modelConfigurationDetails GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail[]: The model configuration details.

deployment_type str: The type of the model deployment.
environment_configuration_details GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail]: The configuration to carry the environment details thats used in Model Deployment creation
model_configuration_details GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail]: The model configuration details.

deploymentType String: The type of the model deployment.
environmentConfigurationDetails List<Property Map>: The configuration to carry the environment details thats used in Model Deployment creation
modelConfigurationDetails List<Property Map>: The model configuration details.

GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail

Cmds List<string>: 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>: 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.
EnvironmentConfigurationType string: The environment configuration type
EnvironmentVariables Dictionary<string, object>: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
ServerPort int: 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.

Cmds []string: 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: 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.
EnvironmentConfigurationType string: The environment configuration type
EnvironmentVariables map[string]interface{}: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
ServerPort int: 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.

cmds List<String>: 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>: 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.
environmentConfigurationType String: The environment configuration type
environmentVariables Map<String,Object>: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
serverPort Integer: 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.

cmds string[]: 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[]: 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.
environmentConfigurationType string: The environment configuration type
environmentVariables {[key: string]: any}: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
serverPort number: 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.

cmds Sequence[str]: 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]: 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_configuration_type str: The environment configuration type
environment_variables Mapping[str, Any]: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
server_port int: 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.

cmds List<String>: 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>: 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.
environmentConfigurationType String: The environment configuration type
environmentVariables Map<Any>: 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: 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: 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: The digest of the container image. For example, sha256:881303a6b2738834d795a32b4a98eb0e5e3d1cad590a712d1e04f9b2fa90a030
serverPort Number: 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.

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail

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

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

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

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

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

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

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration

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

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

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

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

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

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

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail

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

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

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

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

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

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

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy

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

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

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

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

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

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

Package Details

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

Oracle Cloud Infrastructure v1.16.0 published on Thursday, Nov 2, 2023 by Pulumi

pulumi/pulumi-oci

oci.DataScience.getModelDeployment

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Example Usage

Using getModelDeployment

getModelDeployment Result

Supporting Types

GetModelDeploymentCategoryLogDetail

GetModelDeploymentCategoryLogDetailAccess

GetModelDeploymentCategoryLogDetailPredict

GetModelDeploymentModelDeploymentConfigurationDetail

GetModelDeploymentModelDeploymentConfigurationDetailEnvironmentConfigurationDetail

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetail

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfiguration

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailInstanceConfigurationModelDeploymentInstanceShapeConfigDetail

GetModelDeploymentModelDeploymentConfigurationDetailModelConfigurationDetailScalingPolicy

Package Details

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