CfnProject
- class aws_cdk.aws_sagemaker.CfnProject(scope, id, *, project_name, service_catalog_provisioning_details, project_description=None, service_catalog_provisioned_product_details=None, tags=None)
Bases:
CfnResource
Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.
- See:
http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html
- CloudformationResource:
AWS::SageMaker::Project
- 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 # service_catalog_provisioning_details: Any cfn_project = sagemaker.CfnProject(self, "MyCfnProject", project_name="projectName", service_catalog_provisioning_details=service_catalog_provisioning_details, # the properties below are optional project_description="projectDescription", service_catalog_provisioned_product_details=sagemaker.CfnProject.ServiceCatalogProvisionedProductDetailsProperty( provisioned_product_id="provisionedProductId", provisioned_product_status_message="provisionedProductStatusMessage" ), tags=[CfnTag( key="key", value="value" )] )
- Parameters:
scope (
Construct
) – Scope in which this resource is defined.id (
str
) – Construct identifier for this resource (unique in its scope).project_name (
str
) – The name of the project.service_catalog_provisioning_details (
Any
) – The product ID and provisioning artifact ID to provision a service catalog. For information, see What is AWS Service Catalog .project_description (
Optional
[str
]) – The description of the project.service_catalog_provisioned_product_details (
Union
[IResolvable
,ServiceCatalogProvisionedProductDetailsProperty
,Dict
[str
,Any
],None
]) –Details of a provisioned service catalog product. For information about service catalog, see What is AWS Service Catalog .
tags (
Optional
[Sequence
[Union
[CfnTag
,Dict
[str
,Any
]]]]) – A list of key-value pairs to apply to this resource. For more information, see Resource Tag and Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .
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)
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.
- Parameters:
target (
CfnResource
) –- 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.
- Parameters:
target (
CfnResource
) –- Deprecated:
use addDependency
- 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 prefixpath
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 toaddOverride
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
- 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: truedefault (
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:
- Return type:
None
- 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:
- 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 this resource depends on.
This assembles dependencies on resources across stacks (including nested stacks) automatically.
- Return type:
List
[Union
[Stack
,CfnResource
]]
- obtain_resource_dependencies()
Get a shallow copy of dependencies between this resource and other resources in the same stack.
- Return type:
List
[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)
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
Attributes
- CFN_RESOURCE_TYPE_NAME = 'AWS::SageMaker::Project'
- attr_creation_time
The time that the project was created.
- CloudformationAttribute:
CreationTime
- attr_project_arn
The Amazon Resource Name (ARN) of the project.
- CloudformationAttribute:
ProjectArn
- attr_project_id
The ID of the project.
This ID is prepended to all entities associated with this project.
- CloudformationAttribute:
ProjectId
- attr_project_status
The status of the project.
- CloudformationAttribute:
ProjectStatus
- cfn_options
Options for this resource, such as condition, update policy etc.
- cfn_resource_type
AWS resource type.
- 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.
- 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.
- project_description
The description of the project.
- project_name
The name of the project.
- 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 })
.
- service_catalog_provisioned_product_details
Details of a provisioned service catalog product.
- service_catalog_provisioning_details
The product ID and provisioning artifact ID to provision a service catalog.
- stack
The stack in which this element is defined.
CfnElements must be defined within a stack scope (directly or indirectly).
- tags
Tag Manager which manages the tags for this resource.
- tags_raw
A list of key-value pairs to apply to this resource.
Static Methods
- 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_construct(x)
Checks if
x
is a construct.Use this method instead of
instanceof
to properly detectConstruct
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 classConstruct
in each copy of theconstructs
library is seen as a different class, and an instance of one class will not test asinstanceof
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 theconstructs
library can be accidentally installed, andinstanceof
will behave unpredictably. It is safest to avoid usinginstanceof
, 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 extendsConstruct
.
ProvisioningParameterProperty
- class CfnProject.ProvisioningParameterProperty(*, key, value)
Bases:
object
A key value pair used when you provision a project as a service catalog product.
For information, see What is AWS Service Catalog .
- Parameters:
key (
str
) – The key that identifies a provisioning parameter.value (
str
) – The value of the provisioning parameter.
- See:
- 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 provisioning_parameter_property = sagemaker.CfnProject.ProvisioningParameterProperty( key="key", value="value" )
Attributes
- key
The key that identifies a provisioning parameter.
- value
The value of the provisioning parameter.
ServiceCatalogProvisionedProductDetailsProperty
- class CfnProject.ServiceCatalogProvisionedProductDetailsProperty(*, provisioned_product_id=None, provisioned_product_status_message=None)
Bases:
object
Details of a provisioned service catalog product.
For information about service catalog, see What is AWS Service Catalog .
- Parameters:
provisioned_product_id (
Optional
[str
]) – The ID of the provisioned product.provisioned_product_status_message (
Optional
[str
]) – The current status of the product. -AVAILABLE
- Stable state, ready to perform any operation. The most recent operation succeeded and completed. -UNDER_CHANGE
- Transitive state. Operations performed might not have valid results. Wait for an AVAILABLE status before performing operations. -TAINTED
- Stable state, ready to perform any operation. The stack has completed the requested operation but is not exactly what was requested. For example, a request to update to a new version failed and the stack rolled back to the current version. -ERROR
- An unexpected error occurred. The provisioned product exists but the stack is not running. For example, CloudFormation received a parameter value that was not valid and could not launch the stack. -PLAN_IN_PROGRESS
- Transitive state. The plan operations were performed to provision a new product, but resources have not yet been created. After reviewing the list of resources to be created, execute the plan. Wait for an AVAILABLE status before performing operations.
- See:
- 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 service_catalog_provisioned_product_details_property = sagemaker.CfnProject.ServiceCatalogProvisionedProductDetailsProperty( provisioned_product_id="provisionedProductId", provisioned_product_status_message="provisionedProductStatusMessage" )
Attributes
- provisioned_product_id
The ID of the provisioned product.
- provisioned_product_status_message
The current status of the product.
AVAILABLE
- Stable state, ready to perform any operation. The most recent operation succeeded and completed.UNDER_CHANGE
- Transitive state. Operations performed might not have valid results. Wait for an AVAILABLE status before performing operations.TAINTED
- Stable state, ready to perform any operation. The stack has completed the requested operation but is not exactly what was requested. For example, a request to update to a new version failed and the stack rolled back to the current version.ERROR
- An unexpected error occurred. The provisioned product exists but the stack is not running. For example, CloudFormation received a parameter value that was not valid and could not launch the stack.PLAN_IN_PROGRESS
- Transitive state. The plan operations were performed to provision a new product, but resources have not yet been created. After reviewing the list of resources to be created, execute the plan. Wait for an AVAILABLE status before performing operations.
ServiceCatalogProvisioningDetailsProperty
- class CfnProject.ServiceCatalogProvisioningDetailsProperty(*, product_id, path_id=None, provisioning_artifact_id=None, provisioning_parameters=None)
Bases:
object
Details that you specify to provision a service catalog product.
For information about service catalog, see What is AWS Service Catalog .
- Parameters:
product_id (
str
) – The ID of the product to provision.path_id (
Optional
[str
]) – The path identifier of the product. This value is optional if the product has a default path, and required if the product has more than one path.provisioning_artifact_id (
Optional
[str
]) – The ID of the provisioning artifact.provisioning_parameters (
Union
[IResolvable
,Sequence
[Union
[IResolvable
,ProvisioningParameterProperty
,Dict
[str
,Any
]]],None
]) – A list of key value pairs that you specify when you provision a product.
- See:
- 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 service_catalog_provisioning_details_property = sagemaker.CfnProject.ServiceCatalogProvisioningDetailsProperty( product_id="productId", # the properties below are optional path_id="pathId", provisioning_artifact_id="provisioningArtifactId", provisioning_parameters=[sagemaker.CfnProject.ProvisioningParameterProperty( key="key", value="value" )] )
Attributes
- path_id
The path identifier of the product.
This value is optional if the product has a default path, and required if the product has more than one path.
- product_id
The ID of the product to provision.
- provisioning_artifact_id
The ID of the provisioning artifact.
- provisioning_parameters
A list of key value pairs that you specify when you provision a product.