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AWS Classic v6.31.1 published on Thursday, Apr 18, 2024 by Pulumi

aws.rds.ParameterGroup

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

AWS Classic v6.31.1 published on Thursday, Apr 18, 2024 by Pulumi

    Provides an RDS DB parameter group resource. Documentation of the available parameters for various RDS engines can be found at:

    Hands-on: For an example of the aws.rds.ParameterGroup in use, follow the Manage AWS RDS Instances tutorial on HashiCorp Learn.

    NOTE: to make diffs less confusing, the AWS provider will ignore changes for a parameter whose value remains unchanged but whose apply_method is changing (e.g., from immediate to pending-reboot, or pending-reboot to immediate). This matches the cloud: if only the apply method of a parameter is changing, the AWS API will not register this change. To change the apply_method of a parameter, its value must also change.

    Example Usage

    Basic Usage

    import * as pulumi from "@pulumi/pulumi";
    import * as aws from "@pulumi/aws";
    
    const _default = new aws.rds.ParameterGroup("default", {
        name: "rds-pg",
        family: "mysql5.6",
        parameters: [
            {
                name: "character_set_server",
                value: "utf8",
            },
            {
                name: "character_set_client",
                value: "utf8",
            },
        ],
    });
    
    import pulumi
    import pulumi_aws as aws
    
    default = aws.rds.ParameterGroup("default",
        name="rds-pg",
        family="mysql5.6",
        parameters=[
            aws.rds.ParameterGroupParameterArgs(
                name="character_set_server",
                value="utf8",
            ),
            aws.rds.ParameterGroupParameterArgs(
                name="character_set_client",
                value="utf8",
            ),
        ])
    
    package main
    
    import (
    	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/rds"
    	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
    )
    
    func main() {
    	pulumi.Run(func(ctx *pulumi.Context) error {
    		_, err := rds.NewParameterGroup(ctx, "default", &rds.ParameterGroupArgs{
    			Name:   pulumi.String("rds-pg"),
    			Family: pulumi.String("mysql5.6"),
    			Parameters: rds.ParameterGroupParameterArray{
    				&rds.ParameterGroupParameterArgs{
    					Name:  pulumi.String("character_set_server"),
    					Value: pulumi.String("utf8"),
    				},
    				&rds.ParameterGroupParameterArgs{
    					Name:  pulumi.String("character_set_client"),
    					Value: pulumi.String("utf8"),
    				},
    			},
    		})
    		if err != nil {
    			return err
    		}
    		return nil
    	})
    }
    
    using System.Collections.Generic;
    using System.Linq;
    using Pulumi;
    using Aws = Pulumi.Aws;
    
    return await Deployment.RunAsync(() => 
    {
        var @default = new Aws.Rds.ParameterGroup("default", new()
        {
            Name = "rds-pg",
            Family = "mysql5.6",
            Parameters = new[]
            {
                new Aws.Rds.Inputs.ParameterGroupParameterArgs
                {
                    Name = "character_set_server",
                    Value = "utf8",
                },
                new Aws.Rds.Inputs.ParameterGroupParameterArgs
                {
                    Name = "character_set_client",
                    Value = "utf8",
                },
            },
        });
    
    });
    
    package generated_program;
    
    import com.pulumi.Context;
    import com.pulumi.Pulumi;
    import com.pulumi.core.Output;
    import com.pulumi.aws.rds.ParameterGroup;
    import com.pulumi.aws.rds.ParameterGroupArgs;
    import com.pulumi.aws.rds.inputs.ParameterGroupParameterArgs;
    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 default_ = new ParameterGroup("default", ParameterGroupArgs.builder()        
                .name("rds-pg")
                .family("mysql5.6")
                .parameters(            
                    ParameterGroupParameterArgs.builder()
                        .name("character_set_server")
                        .value("utf8")
                        .build(),
                    ParameterGroupParameterArgs.builder()
                        .name("character_set_client")
                        .value("utf8")
                        .build())
                .build());
    
        }
    }
    
    resources:
      default:
        type: aws:rds:ParameterGroup
        properties:
          name: rds-pg
          family: mysql5.6
          parameters:
            - name: character_set_server
              value: utf8
            - name: character_set_client
              value: utf8
    

    Create ParameterGroup Resource

    Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

    Constructor syntax

    new ParameterGroup(name: string, args: ParameterGroupArgs, opts?: CustomResourceOptions);
    @overload
    def ParameterGroup(resource_name: str,
                       args: ParameterGroupArgs,
                       opts: Optional[ResourceOptions] = None)
    
    @overload
    def ParameterGroup(resource_name: str,
                       opts: Optional[ResourceOptions] = None,
                       family: Optional[str] = None,
                       description: Optional[str] = None,
                       name: Optional[str] = None,
                       name_prefix: Optional[str] = None,
                       parameters: Optional[Sequence[ParameterGroupParameterArgs]] = None,
                       tags: Optional[Mapping[str, str]] = None)
    func NewParameterGroup(ctx *Context, name string, args ParameterGroupArgs, opts ...ResourceOption) (*ParameterGroup, error)
    public ParameterGroup(string name, ParameterGroupArgs args, CustomResourceOptions? opts = null)
    public ParameterGroup(String name, ParameterGroupArgs args)
    public ParameterGroup(String name, ParameterGroupArgs args, CustomResourceOptions options)
    
    type: aws:rds:ParameterGroup
    properties: # The arguments to resource properties.
    options: # Bag of options to control resource's behavior.
    
    

    Parameters

    name string
    The unique name of the resource.
    args ParameterGroupArgs
    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 ParameterGroupArgs
    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 ParameterGroupArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args ParameterGroupArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args ParameterGroupArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    Example

    The following reference example uses placeholder values for all input properties.

    var exampleparameterGroupResourceResourceFromRdsparameterGroup = new Aws.Rds.ParameterGroup("exampleparameterGroupResourceResourceFromRdsparameterGroup", new()
    {
        Family = "string",
        Description = "string",
        Name = "string",
        NamePrefix = "string",
        Parameters = new[]
        {
            new Aws.Rds.Inputs.ParameterGroupParameterArgs
            {
                Name = "string",
                Value = "string",
                ApplyMethod = "string",
            },
        },
        Tags = 
        {
            { "string", "string" },
        },
    });
    
    example, err := rds.NewParameterGroup(ctx, "exampleparameterGroupResourceResourceFromRdsparameterGroup", &rds.ParameterGroupArgs{
    	Family:      pulumi.String("string"),
    	Description: pulumi.String("string"),
    	Name:        pulumi.String("string"),
    	NamePrefix:  pulumi.String("string"),
    	Parameters: rds.ParameterGroupParameterArray{
    		&rds.ParameterGroupParameterArgs{
    			Name:        pulumi.String("string"),
    			Value:       pulumi.String("string"),
    			ApplyMethod: pulumi.String("string"),
    		},
    	},
    	Tags: pulumi.StringMap{
    		"string": pulumi.String("string"),
    	},
    })
    
    var exampleparameterGroupResourceResourceFromRdsparameterGroup = new ParameterGroup("exampleparameterGroupResourceResourceFromRdsparameterGroup", ParameterGroupArgs.builder()        
        .family("string")
        .description("string")
        .name("string")
        .namePrefix("string")
        .parameters(ParameterGroupParameterArgs.builder()
            .name("string")
            .value("string")
            .applyMethod("string")
            .build())
        .tags(Map.of("string", "string"))
        .build());
    
    exampleparameter_group_resource_resource_from_rdsparameter_group = aws.rds.ParameterGroup("exampleparameterGroupResourceResourceFromRdsparameterGroup",
        family="string",
        description="string",
        name="string",
        name_prefix="string",
        parameters=[aws.rds.ParameterGroupParameterArgs(
            name="string",
            value="string",
            apply_method="string",
        )],
        tags={
            "string": "string",
        })
    
    const exampleparameterGroupResourceResourceFromRdsparameterGroup = new aws.rds.ParameterGroup("exampleparameterGroupResourceResourceFromRdsparameterGroup", {
        family: "string",
        description: "string",
        name: "string",
        namePrefix: "string",
        parameters: [{
            name: "string",
            value: "string",
            applyMethod: "string",
        }],
        tags: {
            string: "string",
        },
    });
    
    type: aws:rds:ParameterGroup
    properties:
        description: string
        family: string
        name: string
        namePrefix: string
        parameters:
            - applyMethod: string
              name: string
              value: string
        tags:
            string: string
    

    ParameterGroup 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 ParameterGroup resource accepts the following input properties:

    Family string
    The family of the DB parameter group.
    Description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    Name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    NamePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    Parameters List<ParameterGroupParameter>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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.
    Family string
    The family of the DB parameter group.
    Description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    Name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    NamePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    Parameters []ParameterGroupParameterArgs
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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.
    family String
    The family of the DB parameter group.
    description String
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    name String
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix String
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters List<ParameterGroupParameter>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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.
    family string
    The family of the DB parameter group.
    description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters ParameterGroupParameter[]
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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.
    family str
    The family of the DB parameter group.
    description str
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    name str
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    name_prefix str
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters Sequence[ParameterGroupParameterArgs]
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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.
    family String
    The family of the DB parameter group.
    description String
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    name String
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix String
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters List<Property Map>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ParameterGroup resource produces the following output properties:

    Arn string
    The ARN of the db parameter group.
    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 ARN of the db parameter group.
    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 ARN of the db parameter group.
    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 ARN of the db parameter group.
    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 ARN of the db parameter group.
    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 ARN of the db parameter group.
    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 ParameterGroup Resource

    Get an existing ParameterGroup 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?: ParameterGroupState, opts?: CustomResourceOptions): ParameterGroup
    @staticmethod
    def get(resource_name: str,
            id: str,
            opts: Optional[ResourceOptions] = None,
            arn: Optional[str] = None,
            description: Optional[str] = None,
            family: Optional[str] = None,
            name: Optional[str] = None,
            name_prefix: Optional[str] = None,
            parameters: Optional[Sequence[ParameterGroupParameterArgs]] = None,
            tags: Optional[Mapping[str, str]] = None,
            tags_all: Optional[Mapping[str, str]] = None) -> ParameterGroup
    func GetParameterGroup(ctx *Context, name string, id IDInput, state *ParameterGroupState, opts ...ResourceOption) (*ParameterGroup, error)
    public static ParameterGroup Get(string name, Input<string> id, ParameterGroupState? state, CustomResourceOptions? opts = null)
    public static ParameterGroup get(String name, Output<String> id, ParameterGroupState 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 ARN of the db parameter group.
    Description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    Family string
    The family of the DB parameter group.
    Name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    NamePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    Parameters List<ParameterGroupParameter>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ARN of the db parameter group.
    Description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    Family string
    The family of the DB parameter group.
    Name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    NamePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    Parameters []ParameterGroupParameterArgs
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ARN of the db parameter group.
    description String
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    family String
    The family of the DB parameter group.
    name String
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix String
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters List<ParameterGroupParameter>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ARN of the db parameter group.
    description string
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    family string
    The family of the DB parameter group.
    name string
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix string
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters ParameterGroupParameter[]
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ARN of the db parameter group.
    description str
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    family str
    The family of the DB parameter group.
    name str
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    name_prefix str
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters Sequence[ParameterGroupParameterArgs]
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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 ARN of the db parameter group.
    description String
    The description of the DB parameter group. Defaults to "Managed by Pulumi".
    family String
    The family of the DB parameter group.
    name String
    The name of the DB parameter group. If omitted, this provider will assign a random, unique name.
    namePrefix String
    Creates a unique name beginning with the specified prefix. Conflicts with name.
    parameters List<Property Map>
    The DB parameters to apply. See parameter Block below for more details. Note that parameters may differ from a family to an other. Full list of all parameters can be discovered via aws rds describe-db-parameters after initial creation of the group.
    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

    ParameterGroupParameter, ParameterGroupParameterArgs

    Name string
    The name of the DB parameter.
    Value string
    The value of the DB parameter.
    ApplyMethod string
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.
    Name string
    The name of the DB parameter.
    Value string
    The value of the DB parameter.
    ApplyMethod string
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.
    name String
    The name of the DB parameter.
    value String
    The value of the DB parameter.
    applyMethod String
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.
    name string
    The name of the DB parameter.
    value string
    The value of the DB parameter.
    applyMethod string
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.
    name str
    The name of the DB parameter.
    value str
    The value of the DB parameter.
    apply_method str
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.
    name String
    The name of the DB parameter.
    value String
    The value of the DB parameter.
    applyMethod String
    "immediate" (default), or "pending-reboot". Some engines can't apply some parameters without a reboot, and you will need to specify "pending-reboot" here.

    Import

    Using pulumi import, import DB Parameter groups using the name. For example:

    $ pulumi import aws:rds/parameterGroup:ParameterGroup rds_pg rds-pg
    

    To learn more about importing existing cloud resources, see Importing resources.

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

    AWS Classic v6.31.1 published on Thursday, Apr 18, 2024 by Pulumi