CfnWorkforce

class aws_cdk.aws_sagemaker.CfnWorkforce(scope, id, *, workforce_name, cognito_config=None, ip_address_type=None, oidc_config=None, source_ip_config=None, tags=None, workforce_vpc_config=None)

Bases: CfnResource

Resource Type definition for AWS::SageMaker::Workforce.

Use to create a private workforce that you can use to label your training data using Amazon SageMaker Ground Truth.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workforce.html
CloudformationResource:: AWS::SageMaker::Workforce
ExampleMetadata:: fixture=_generated

Example:

from aws_cdk import CfnTag
# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

cfn_workforce = sagemaker.CfnWorkforce(self, "MyCfnWorkforce",
    workforce_name="workforceName",

    # the properties below are optional
    cognito_config=sagemaker.CfnWorkforce.CognitoConfigProperty(
        client_id="clientId",
        user_pool="userPool"
    ),
    ip_address_type="ipAddressType",
    oidc_config=sagemaker.CfnWorkforce.OidcConfigProperty(
        authorization_endpoint="authorizationEndpoint",
        client_id="clientId",
        issuer="issuer",
        jwks_uri="jwksUri",
        logout_endpoint="logoutEndpoint",
        token_endpoint="tokenEndpoint",
        user_info_endpoint="userInfoEndpoint",

        # the properties below are optional
        authentication_request_extra_params={
            "authentication_request_extra_params_key": "authenticationRequestExtraParams"
        },
        client_secret="clientSecret",
        scope="scope"
    ),
    source_ip_config=sagemaker.CfnWorkforce.SourceIpConfigProperty(
        cidrs=["cidrs"]
    ),
    tags=[CfnTag(
        key="key",
        value="value"
    )],
    workforce_vpc_config=sagemaker.CfnWorkforce.WorkforceVpcConfigRequestProperty(
        security_group_ids=["securityGroupIds"],
        subnets=["subnets"],
        vpc_id="vpcId"
    )
)

Create a new AWS::SageMaker::Workforce.

Parameters:

scope (Construct) – Scope in which this resource is defined.
id (str) – Construct identifier for this resource (unique in its scope).
workforce_name (str) – The name of the private workforce.
cognito_config (Union[IResolvable, CognitoConfigProperty, Dict[str, Any], None]) – The configuration of an Amazon Cognito workforce. A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool.
ip_address_type (Optional[str]) – The IP address type for the workforce. IPv4 only or dualstack (IPv4 and IPv6).
oidc_config (Union[IResolvable, OidcConfigProperty, Dict[str, Any], None]) – The configuration of an OIDC Identity Provider (IdP) private workforce.
source_ip_config (Union[IResolvable, SourceIpConfigProperty, Dict[str, Any], None]) – A list of IP address ranges used to access your training data.
tags (Optional[Sequence[Union[CfnTag, Dict[str, Any]]]]) – An array of key-value pairs.
workforce_vpc_config (Union[IResolvable, WorkforceVpcConfigRequestProperty, Dict[str, Any], None]) – The VPC configuration for the workforce.

Methods

add_deletion_override(path)

Syntactic sugar for addOverride(path, undefined).

Parameters:: path (str) – The path of the value to delete.
Return type:: None

add_dependency(target)

(deprecated) Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

This method has been renamed to addResourceDependency to more clearly set it apart from construct.node.addDependency. See the documentation of that function for more details.

Parameters:: target (CfnResource)
Deprecated:: Use addResourceDependency instead.
Stability:: deprecated
Return type:: None

add_depends_on(target)

(deprecated) Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

This can be used for resources across stacks (or nested stack) boundaries and the dependency will automatically be transferred to the relevant scope.

This method has been renamed to addResourceDependency, which makes it more clear that this method operates at a different level from the construct-level construct.node.addDependency() mechanism.

Parameters:: target (CfnResource)
Deprecated:: Use addResourceDependency instead.
Stability:: deprecated
Return type:: None

add_metadata(key, value)

Add a value to the CloudFormation Resource Metadata.

Parameters:

key (str)
value (Any)

See:

Return type:

None

https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.

add_override(path, value)

Adds an override to the synthesized CloudFormation resource.

To add a property override, either use addPropertyOverride or prefix path with “Properties.” (i.e. Properties.TopicName).

If the override is nested, separate each nested level using a dot (.) in the path parameter. If there is an array as part of the nesting, specify the index in the path.

To include a literal . in the property name, prefix with a \. In most programming languages you will need to write this as "\\." because the \ itself will need to be escaped.

For example:

cfn_resource.add_override("Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes", ["myattribute"])
cfn_resource.add_override("Properties.GlobalSecondaryIndexes.1.ProjectionType", "INCLUDE")

would add the overrides Example:

"Properties": {
  "GlobalSecondaryIndexes": [
    {
      "Projection": {
        "NonKeyAttributes": [ "myattribute" ]
        ...
      }
      ...
    },
    {
      "ProjectionType": "INCLUDE"
      ...
    },
  ]
  ...
}

The value argument to addOverride will not be processed or translated in any way. Pass raw JSON values in here with the correct capitalization for CloudFormation. If you pass CDK classes or structs, they will be rendered with lowercased key names, and CloudFormation will reject the template.

Parameters:

path (str) –
- The path of the property, you can use dot notation to override values in complex types. Any intermediate keys will be created as needed.
value (Any) –
- The value. Could be primitive or complex.

Return type:

None

add_property_deletion_override(property_path)

Adds an override that deletes the value of a property from the resource definition.

Parameters:: property_path (str) – The path to the property.
Return type:: None

add_property_override(property_path, value)

Adds an override to a resource property.

Syntactic sugar for addOverride("Properties.<...>", value).

Parameters:

property_path (str) – The path of the property.
value (Any) – The value.

Return type:

None

add_resource_dependency(target, reason=None)

Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

This can be used for resources across stacks (or nested stack) boundaries and the dependency will automatically be transferred to the relevant scope.

This method only adds dependencies between L1 resources. If you are looking for a generic construct-to-construct dependency mechanism that works for all constructs including L2s, use construct.node.addDependency instead.

Parameters:

target (CfnResource)
reason (Optional[str])

Return type:

None

apply_cross_stack_reference_strength(strength)

Sets the cross-stack reference strength for this resource.

When set, any cross-stack reference to this resource will use the specified strength instead of the global default from the consuming stack’s context.

Parameters:

strength (ReferenceStrength) –

The reference strength to use for this resource.

Return type:

None

apply_removal_policy(policy=None, *, apply_to_update_replace_policy=None, default=None)

Sets the deletion policy of the resource based on the removal policy specified.

The Removal Policy controls what happens to this resource when it stops being managed by CloudFormation, either because you’ve removed it from the CDK application or because you’ve made a change that requires the resource to be replaced.

The resource can be deleted (RemovalPolicy.DESTROY), or left in your AWS account for data recovery and cleanup later (RemovalPolicy.RETAIN). In some cases, a snapshot can be taken of the resource prior to deletion (RemovalPolicy.SNAPSHOT). A list of resources that support this policy can be found in the following link:

Parameters:

policy (Optional[RemovalPolicy])
apply_to_update_replace_policy (Optional[bool]) – Apply the same deletion policy to the resource’s “UpdateReplacePolicy”. Default: true
default (Optional[RemovalPolicy]) – The default policy to apply in case the removal policy is not defined. Default: - Default value is resource specific. To determine the default value for a resource, please consult that specific resource’s documentation.

See:

https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options

Return type:

None

cfn_property_name(cdk_property_name)

Parameters:: cdk_property_name (str)
Return type:: Optional[str]

get_att(attribute_name, type_hint=None)

Returns a token for an runtime attribute of this resource.

Ideally, use generated attribute accessors (e.g. resource.arn), but this can be used for future compatibility in case there is no generated attribute.

Parameters:

attribute_name (str) – The name of the attribute.
type_hint (Optional[ResolutionTypeHint])

Return type:

Reference

get_metadata(key)

Retrieve a value value from the CloudFormation Resource Metadata.

Parameters:: key (str)
See:
Return type:: Any

https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.

inspect(inspector)

Examines the CloudFormation resource and discloses attributes.

Parameters:: inspector (TreeInspector) – tree inspector to collect and process attributes.
Return type:: None

obtain_dependencies()

Retrieves an array of resources and stacks this resource depends on.

For resources depended on directly, returns the CfnResource object. For dependencies on other stacks, returns the Stack object. The order of the array is not guaranteed.

Return type:: List[Union[Stack, CfnResource]]

override_logical_id(new_logical_id)

Overrides the auto-generated logical ID with a specific ID.

Parameters:: new_logical_id (str) – The new logical ID to use for this stack element.
Return type:: None

remove_dependency(target)

(deprecated) Indicates that this resource no longer depends on another resource.

This can be used for resources across stacks (including nested stacks) and the dependency will automatically be removed from the relevant scope.

Parameters:: target (CfnResource)
Deprecated:: Use removeResourceDependency instead
Stability:: deprecated
Return type:: None

remove_resource_dependency(target)

Indicates that this resource no longer depends on another resource.

This can be used for resources across stacks (including nested stacks) and the dependency will automatically be removed from the relevant scope.

Parameters:: target (CfnResource)
Return type:: None

replace_dependency(target, new_target)

Replaces one dependency with another.

Parameters:

target (CfnResource) – The dependency to replace.
new_target (CfnResource) – The new dependency to add.

Return type:

None

to_string()

Returns a string representation of this construct.

Return type:: str
Returns:: a string representation of this resource

with_(*mixins)

Applies one or more mixins to this construct.

Mixins are applied in order. The list of constructs is captured at the start of the call, so constructs added by a mixin will not be visited. Use multiple with() calls if subsequent mixins should apply to added constructs.

Parameters:: mixins (IMixin)
Return type:: IConstruct

Attributes

CFN_RESOURCE_TYPE_NAME = 'AWS::SageMaker::Workforce'

attr_sub_domain

The subdomain for your OIDC Identity Provider.

CloudformationAttribute:: SubDomain

attr_workforce_arn

The Amazon Resource Name (ARN) of the private workforce.

CloudformationAttribute:: WorkforceArn

cdk_tag_manager: Tag Manager which manages the tags for this resource.

cfn_options: Options for this resource, such as condition, update policy etc.

cfn_resource_type: AWS resource type.

cognito_config: The configuration of an Amazon Cognito workforce.

creation_stack

return:

the stack trace of the point where this Resource was created from, sourced from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most node +internal+ entries filtered.

env

ip_address_type: The IP address type for the workforce.

logical_id

The logical ID for this CloudFormation stack element.

The logical ID of the element is calculated from the path of the resource node in the construct tree.

To override this value, use overrideLogicalId(newLogicalId).

Returns:

the logical ID as a stringified token. This value will only get resolved during synthesis.

node: The tree node.

oidc_config: The configuration of an OIDC Identity Provider (IdP) private workforce.

ref

Return a string that will be resolved to a CloudFormation { Ref } for this element.

If, by any chance, the intrinsic reference of a resource is not a string, you could coerce it to an IResolvable through Lazy.any({ produce: resource.ref }).

source_ip_config: A list of IP address ranges used to access your training data.

stack

The stack in which this element is defined.

CfnElements must be defined within a stack scope (directly or indirectly).

tags: An array of key-value pairs.

workforce_name: The name of the private workforce.

workforce_ref: A reference to a Workforce resource.

workforce_vpc_config: The VPC configuration for the workforce.

Static Methods

classmethod arn_for_workforce(resource)

Parameters:: resource (IWorkforceRef)
Return type:: str

classmethod is_cfn_element(x)

Returns true if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of instanceof to allow stack elements from different versions of this library to be included in the same stack.

Parameters:: x (Any)
Return type:: bool
Returns:: The construct as a stack element or undefined if it is not a stack element.

classmethod is_cfn_resource(x)

Check whether the given object is a CfnResource.

Parameters:: x (Any)
Return type:: bool

classmethod is_cfn_workforce(x)

Checks whether the given object is a CfnWorkforce.

Parameters:: x (Any)
Return type:: bool

classmethod is_construct(x)

Checks if x is a construct.

Use this method instead of instanceof to properly detect Construct instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the constructs library on disk are seen as independent, completely different libraries. As a consequence, the class Construct in each copy of the constructs library is seen as a different class, and an instance of one class will not test as instanceof the other class. npm install will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the constructs library can be accidentally installed, and instanceof will behave unpredictably. It is safest to avoid using instanceof, and using this type-testing method instead.

Parameters:: x (Any) – Any object.
Return type:: bool
Returns:: true if x is an object created from a class which extends Construct.

CognitoConfigProperty

class CfnWorkforce.CognitoConfigProperty(*, client_id, user_pool)

Bases: object

The configuration of an Amazon Cognito workforce.

A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool.

Parameters:

client_id (str) – The client ID for your Amazon Cognito user pool.
user_pool (str) – The ID for your Amazon Cognito user pool.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-cognitoconfig.html

ExampleMetadata:

fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

cognito_config_property = sagemaker.CfnWorkforce.CognitoConfigProperty(
    client_id="clientId",
    user_pool="userPool"
)

Attributes

client_id

The client ID for your Amazon Cognito user pool.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-cognitoconfig.html#cfn-sagemaker-workforce-cognitoconfig-clientid

user_pool

The ID for your Amazon Cognito user pool.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-cognitoconfig.html#cfn-sagemaker-workforce-cognitoconfig-userpool

OidcConfigProperty

class CfnWorkforce.OidcConfigProperty(*, authorization_endpoint, client_id, issuer, jwks_uri, logout_endpoint, token_endpoint, user_info_endpoint, authentication_request_extra_params=None, client_secret=None, scope=None)

Bases: object

The configuration of an OIDC Identity Provider (IdP) private workforce.

Parameters:

authorization_endpoint (str) – The OIDC IdP authorization endpoint used to configure your private workforce.
client_id (str) – The OIDC IdP client ID used to configure your private workforce.
issuer (str) – The OIDC IdP issuer used to configure your private workforce.
jwks_uri (str) – The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.
logout_endpoint (str) – The OIDC IdP logout endpoint used to configure your private workforce.
token_endpoint (str) – The OIDC IdP token endpoint used to configure your private workforce.
user_info_endpoint (str) – The OIDC IdP user info endpoint used to configure your private workforce.
authentication_request_extra_params (Union[IResolvable, Mapping[str, str], None]) – A string to string map of identifiers specific to the custom identity provider (IdP) being used.
client_secret (Optional[str]) – The OIDC IdP client secret used to configure your private workforce.
scope (Optional[str]) – An array of string identifiers used to refer to the specific pieces of user data or claims that the client application wants to access.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html

ExampleMetadata:

fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

oidc_config_property = sagemaker.CfnWorkforce.OidcConfigProperty(
    authorization_endpoint="authorizationEndpoint",
    client_id="clientId",
    issuer="issuer",
    jwks_uri="jwksUri",
    logout_endpoint="logoutEndpoint",
    token_endpoint="tokenEndpoint",
    user_info_endpoint="userInfoEndpoint",

    # the properties below are optional
    authentication_request_extra_params={
        "authentication_request_extra_params_key": "authenticationRequestExtraParams"
    },
    client_secret="clientSecret",
    scope="scope"
)

Attributes

authentication_request_extra_params

A string to string map of identifiers specific to the custom identity provider (IdP) being used.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-authenticationrequestextraparams

authorization_endpoint

The OIDC IdP authorization endpoint used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-authorizationendpoint

client_id

The OIDC IdP client ID used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-clientid

client_secret

The OIDC IdP client secret used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-clientsecret

issuer

The OIDC IdP issuer used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-issuer

jwks_uri

The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-jwksuri

logout_endpoint

The OIDC IdP logout endpoint used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-logoutendpoint

scope

An array of string identifiers used to refer to the specific pieces of user data or claims that the client application wants to access.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-scope

token_endpoint

The OIDC IdP token endpoint used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-tokenendpoint

user_info_endpoint

The OIDC IdP user info endpoint used to configure your private workforce.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-oidcconfig.html#cfn-sagemaker-workforce-oidcconfig-userinfoendpoint

SourceIpConfigProperty

class CfnWorkforce.SourceIpConfigProperty(*, cidrs)

Bases: object

A list of IP address ranges used to access your training data.

Parameters:: cidrs (Sequence[str]) – A list of one to ten Classless Inter-Domain Routing (CIDR) values.
See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-sourceipconfig.html
ExampleMetadata:: fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

source_ip_config_property = sagemaker.CfnWorkforce.SourceIpConfigProperty(
    cidrs=["cidrs"]
)

Attributes

cidrs

A list of one to ten Classless Inter-Domain Routing (CIDR) values.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-sourceipconfig.html#cfn-sagemaker-workforce-sourceipconfig-cidrs

WorkforceVpcConfigRequestProperty

class CfnWorkforce.WorkforceVpcConfigRequestProperty(*, security_group_ids=None, subnets=None, vpc_id=None)

Bases: object

The VPC configuration for the workforce.

Parameters:

security_group_ids (Optional[Sequence[str]]) – The VPC security group IDs.
subnets (Optional[Sequence[str]]) – The VPC subnets.
vpc_id (Optional[str]) – The ID of the VPC.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-workforcevpcconfigrequest.html

ExampleMetadata:

fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

workforce_vpc_config_request_property = sagemaker.CfnWorkforce.WorkforceVpcConfigRequestProperty(
    security_group_ids=["securityGroupIds"],
    subnets=["subnets"],
    vpc_id="vpcId"
)

Attributes

security_group_ids

The VPC security group IDs.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-workforcevpcconfigrequest.html#cfn-sagemaker-workforce-workforcevpcconfigrequest-securitygroupids

subnets

The VPC subnets.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-workforcevpcconfigrequest.html#cfn-sagemaker-workforce-workforcevpcconfigrequest-subnets

vpc_id

The ID of the VPC.

See:: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workforce-workforcevpcconfigrequest.html#cfn-sagemaker-workforce-workforcevpcconfigrequest-vpcid