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Try AWS Native preview for resources not in the classic version.

AWS Classic v6.13.2 published on Thursday, Dec 7, 2023 by Pulumi

aws.sagemaker.Endpoint

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Try AWS Native preview for resources not in the classic version.

AWS Classic v6.13.2 published on Thursday, Dec 7, 2023 by Pulumi

    Provides a SageMaker Endpoint resource.

    Example Usage

    Basic usage

    using System.Collections.Generic;
    using System.Linq;
    using Pulumi;
    using Aws = Pulumi.Aws;
    
    return await Deployment.RunAsync(() => 
    {
        var endpoint = new Aws.Sagemaker.Endpoint("endpoint", new()
        {
            EndpointConfigName = aws_sagemaker_endpoint_configuration.Ec.Name,
            Tags = 
            {
                { "Name", "foo" },
            },
        });
    
    });
    
    package main
    
    import (
    	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
    	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
    )
    
    func main() {
    	pulumi.Run(func(ctx *pulumi.Context) error {
    		_, err := sagemaker.NewEndpoint(ctx, "endpoint", &sagemaker.EndpointArgs{
    			EndpointConfigName: pulumi.Any(aws_sagemaker_endpoint_configuration.Ec.Name),
    			Tags: pulumi.StringMap{
    				"Name": pulumi.String("foo"),
    			},
    		})
    		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.aws.sagemaker.Endpoint;
    import com.pulumi.aws.sagemaker.EndpointArgs;
    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 endpoint = new Endpoint("endpoint", EndpointArgs.builder()        
                .endpointConfigName(aws_sagemaker_endpoint_configuration.ec().name())
                .tags(Map.of("Name", "foo"))
                .build());
    
        }
    }
    
    import pulumi
    import pulumi_aws as aws
    
    endpoint = aws.sagemaker.Endpoint("endpoint",
        endpoint_config_name=aws_sagemaker_endpoint_configuration["ec"]["name"],
        tags={
            "Name": "foo",
        })
    
    import * as pulumi from "@pulumi/pulumi";
    import * as aws from "@pulumi/aws";
    
    const endpoint = new aws.sagemaker.Endpoint("endpoint", {
        endpointConfigName: aws_sagemaker_endpoint_configuration.ec.name,
        tags: {
            Name: "foo",
        },
    });
    
    resources:
      endpoint:
        type: aws:sagemaker:Endpoint
        properties:
          endpointConfigName: ${aws_sagemaker_endpoint_configuration.ec.name}
          tags:
            Name: foo
    

    Create Endpoint Resource

    new Endpoint(name: string, args: EndpointArgs, opts?: CustomResourceOptions);
    @overload
    def Endpoint(resource_name: str,
                 opts: Optional[ResourceOptions] = None,
                 deployment_config: Optional[EndpointDeploymentConfigArgs] = None,
                 endpoint_config_name: Optional[str] = None,
                 name: Optional[str] = None,
                 tags: Optional[Mapping[str, str]] = None)
    @overload
    def Endpoint(resource_name: str,
                 args: EndpointArgs,
                 opts: Optional[ResourceOptions] = None)
    func NewEndpoint(ctx *Context, name string, args EndpointArgs, opts ...ResourceOption) (*Endpoint, error)
    public Endpoint(string name, EndpointArgs args, CustomResourceOptions? opts = null)
    public Endpoint(String name, EndpointArgs args)
    public Endpoint(String name, EndpointArgs args, CustomResourceOptions options)
    
    type: aws:sagemaker:Endpoint
    properties: # The arguments to resource properties.
    options: # Bag of options to control resource's behavior.
    
    
    name string
    The unique name of the resource.
    args EndpointArgs
    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 EndpointArgs
    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 EndpointArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args EndpointArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args EndpointArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    Endpoint 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 Endpoint resource accepts the following input properties:

    EndpointConfigName string

    The name of the endpoint configuration to use.

    DeploymentConfig Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    Name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    Tags Dictionary<string, string>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    EndpointConfigName string

    The name of the endpoint configuration to use.

    DeploymentConfig EndpointDeploymentConfigArgs

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    Name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    Tags map[string]string

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    endpointConfigName String

    The name of the endpoint configuration to use.

    deploymentConfig EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    name String

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Map<String,String>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    endpointConfigName string

    The name of the endpoint configuration to use.

    deploymentConfig EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags {[key: string]: string}

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    endpoint_config_name str

    The name of the endpoint configuration to use.

    deployment_config EndpointDeploymentConfigArgs

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    name str

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Mapping[str, str]

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    endpointConfigName String

    The name of the endpoint configuration to use.

    deploymentConfig Property Map

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    name String

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Map<String>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    Outputs

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

    Arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    Id string

    The provider-assigned unique ID for this managed resource.

    TagsAll Dictionary<string, string>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    Arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    Id string

    The provider-assigned unique ID for this managed resource.

    TagsAll map[string]string

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn String

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    id String

    The provider-assigned unique ID for this managed resource.

    tagsAll Map<String,String>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    id string

    The provider-assigned unique ID for this managed resource.

    tagsAll {[key: string]: string}

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn str

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    id str

    The provider-assigned unique ID for this managed resource.

    tags_all Mapping[str, str]

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn String

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    id String

    The provider-assigned unique ID for this managed resource.

    tagsAll Map<String>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    Look up Existing Endpoint Resource

    Get an existing Endpoint 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?: EndpointState, opts?: CustomResourceOptions): Endpoint
    @staticmethod
    def get(resource_name: str,
            id: str,
            opts: Optional[ResourceOptions] = None,
            arn: Optional[str] = None,
            deployment_config: Optional[EndpointDeploymentConfigArgs] = None,
            endpoint_config_name: Optional[str] = None,
            name: Optional[str] = None,
            tags: Optional[Mapping[str, str]] = None,
            tags_all: Optional[Mapping[str, str]] = None) -> Endpoint
    func GetEndpoint(ctx *Context, name string, id IDInput, state *EndpointState, opts ...ResourceOption) (*Endpoint, error)
    public static Endpoint Get(string name, Input<string> id, EndpointState? state, CustomResourceOptions? opts = null)
    public static Endpoint get(String name, Output<String> id, EndpointState 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:
    Arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    DeploymentConfig Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    EndpointConfigName string

    The name of the endpoint configuration to use.

    Name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    Tags Dictionary<string, string>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    TagsAll Dictionary<string, string>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    Arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    DeploymentConfig EndpointDeploymentConfigArgs

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    EndpointConfigName string

    The name of the endpoint configuration to use.

    Name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    Tags map[string]string

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    TagsAll map[string]string

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn String

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    deploymentConfig EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    endpointConfigName String

    The name of the endpoint configuration to use.

    name String

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Map<String,String>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    tagsAll Map<String,String>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn string

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    deploymentConfig EndpointDeploymentConfig

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    endpointConfigName string

    The name of the endpoint configuration to use.

    name string

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags {[key: string]: string}

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    tagsAll {[key: string]: string}

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn str

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    deployment_config EndpointDeploymentConfigArgs

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    endpoint_config_name str

    The name of the endpoint configuration to use.

    name str

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Mapping[str, str]

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    tags_all Mapping[str, str]

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    arn String

    The Amazon Resource Name (ARN) assigned by AWS to this endpoint.

    deploymentConfig Property Map

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. See Deployment Config.

    endpointConfigName String

    The name of the endpoint configuration to use.

    name String

    The name of the endpoint. If omitted, the provider will assign a random, unique name.

    tags Map<String>

    A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

    tagsAll Map<String>

    A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

    Deprecated:

    Please use tags instead.

    Supporting Types

    EndpointDeploymentConfig, EndpointDeploymentConfigArgs

    AutoRollbackConfiguration Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigAutoRollbackConfiguration

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    BlueGreenUpdatePolicy Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigBlueGreenUpdatePolicy

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    RollingUpdatePolicy Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigRollingUpdatePolicy

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    AutoRollbackConfiguration EndpointDeploymentConfigAutoRollbackConfiguration

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    BlueGreenUpdatePolicy EndpointDeploymentConfigBlueGreenUpdatePolicy

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    RollingUpdatePolicy EndpointDeploymentConfigRollingUpdatePolicy

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    autoRollbackConfiguration EndpointDeploymentConfigAutoRollbackConfiguration

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    blueGreenUpdatePolicy EndpointDeploymentConfigBlueGreenUpdatePolicy

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    rollingUpdatePolicy EndpointDeploymentConfigRollingUpdatePolicy

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    autoRollbackConfiguration EndpointDeploymentConfigAutoRollbackConfiguration

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    blueGreenUpdatePolicy EndpointDeploymentConfigBlueGreenUpdatePolicy

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    rollingUpdatePolicy EndpointDeploymentConfigRollingUpdatePolicy

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    auto_rollback_configuration EndpointDeploymentConfigAutoRollbackConfiguration

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    blue_green_update_policy EndpointDeploymentConfigBlueGreenUpdatePolicy

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    rolling_update_policy EndpointDeploymentConfigRollingUpdatePolicy

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    autoRollbackConfiguration Property Map

    Automatic rollback configuration for handling endpoint deployment failures and recovery. See Auto Rollback Configuration.

    blueGreenUpdatePolicy Property Map

    Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default. See Blue Green Update Config.

    rollingUpdatePolicy Property Map

    Specifies a rolling deployment strategy for updating a SageMaker endpoint. See Rolling Update Policy.

    EndpointDeploymentConfigAutoRollbackConfiguration, EndpointDeploymentConfigAutoRollbackConfigurationArgs

    Alarms List<Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigAutoRollbackConfigurationAlarm>

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    Alarms []EndpointDeploymentConfigAutoRollbackConfigurationAlarm

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    alarms List<EndpointDeploymentConfigAutoRollbackConfigurationAlarm>

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    alarms EndpointDeploymentConfigAutoRollbackConfigurationAlarm[]

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    alarms Sequence[EndpointDeploymentConfigAutoRollbackConfigurationAlarm]

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    alarms List<Property Map>

    List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment. See Alarms.

    EndpointDeploymentConfigAutoRollbackConfigurationAlarm, EndpointDeploymentConfigAutoRollbackConfigurationAlarmArgs

    AlarmName string

    The name of a CloudWatch alarm in your account.

    AlarmName string

    The name of a CloudWatch alarm in your account.

    alarmName String

    The name of a CloudWatch alarm in your account.

    alarmName string

    The name of a CloudWatch alarm in your account.

    alarm_name str

    The name of a CloudWatch alarm in your account.

    alarmName String

    The name of a CloudWatch alarm in your account.

    EndpointDeploymentConfigBlueGreenUpdatePolicy, EndpointDeploymentConfigBlueGreenUpdatePolicyArgs

    TrafficRoutingConfiguration Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    MaximumExecutionTimeoutInSeconds int

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    TerminationWaitInSeconds int

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    TrafficRoutingConfiguration EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    MaximumExecutionTimeoutInSeconds int

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    TerminationWaitInSeconds int

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    trafficRoutingConfiguration EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    maximumExecutionTimeoutInSeconds Integer

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    terminationWaitInSeconds Integer

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    trafficRoutingConfiguration EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    maximumExecutionTimeoutInSeconds number

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    terminationWaitInSeconds number

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    traffic_routing_configuration EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    maximum_execution_timeout_in_seconds int

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    termination_wait_in_seconds int

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    trafficRoutingConfiguration Property Map

    Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment. See Traffic Routing Configuration.

    maximumExecutionTimeoutInSeconds Number

    Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in termination_wait_in_seconds and wait_interval_in_seconds. Valid values are between 600 and 14400.

    terminationWaitInSeconds Number

    Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0. Valid values are between 0 and 3600.

    EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfiguration, EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationArgs

    Type string

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    WaitIntervalInSeconds int

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    CanarySize Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    LinearStepSize Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    Type string

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    WaitIntervalInSeconds int

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    CanarySize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    LinearStepSize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    type String

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    waitIntervalInSeconds Integer

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    canarySize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    linearStepSize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    type string

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    waitIntervalInSeconds number

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    canarySize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    linearStepSize EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    type str

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    wait_interval_in_seconds int

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    canary_size EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    linear_step_size EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    type String

    Traffic routing strategy type. Valid values are: ALL_AT_ONCE, CANARY, and LINEAR.

    waitIntervalInSeconds Number

    The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. Valid values are between 0 and 3600.

    canarySize Property Map

    Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than or equal to 50% of the variant's total instance count. See Canary Size.

    linearStepSize Property Map

    Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the variant's total instance count. See Linear Step Size.

    EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySize, EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationCanarySizeArgs

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Integer

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type str

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSize, EndpointDeploymentConfigBlueGreenUpdatePolicyTrafficRoutingConfigurationLinearStepSizeArgs

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Integer

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type str

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    EndpointDeploymentConfigRollingUpdatePolicy, EndpointDeploymentConfigRollingUpdatePolicyArgs

    MaximumBatchSize Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    WaitIntervalInSeconds int

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    MaximumExecutionTimeoutInSeconds int

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    RollbackMaximumBatchSize Pulumi.Aws.Sagemaker.Inputs.EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    MaximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    WaitIntervalInSeconds int

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    MaximumExecutionTimeoutInSeconds int

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    RollbackMaximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    maximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    waitIntervalInSeconds Integer

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    maximumExecutionTimeoutInSeconds Integer

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    rollbackMaximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    maximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    waitIntervalInSeconds number

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    maximumExecutionTimeoutInSeconds number

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    rollbackMaximumBatchSize EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    maximum_batch_size EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    wait_interval_in_seconds int

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    maximum_execution_timeout_in_seconds int

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    rollback_maximum_batch_size EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    maximumBatchSize Property Map

    Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count. See Maximum Batch Size.

    waitIntervalInSeconds Number

    The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet. Valid values are between 0 and 3600.

    maximumExecutionTimeoutInSeconds Number

    The time limit for the total deployment. Exceeding this limit causes a timeout. Valid values are between 600 and 14400.

    rollbackMaximumBatchSize Property Map

    Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback. See Rollback Maximum Batch Size.

    EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSize, EndpointDeploymentConfigRollingUpdatePolicyMaximumBatchSizeArgs

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Integer

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type str

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSize, EndpointDeploymentConfigRollingUpdatePolicyRollbackMaximumBatchSizeArgs

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    Type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    Value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Integer

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type string

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type str

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value int

    Defines the capacity size, either as a number of instances or a capacity percentage.

    type String

    Specifies the endpoint capacity type. Valid values are: INSTANCE_COUNT, or CAPACITY_PERCENT.

    value Number

    Defines the capacity size, either as a number of instances or a capacity percentage.

    Import

    Using pulumi import, import endpoints using the name. For example:

     $ pulumi import aws:sagemaker/endpoint:Endpoint test_endpoint my-endpoint
    

    Package Details

    Repository
    AWS Classic pulumi/pulumi-aws
    License
    Apache-2.0
    Notes

    This Pulumi package is based on the aws Terraform Provider.

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    AWS Classic v6.13.2 published on Thursday, Dec 7, 2023 by Pulumi