Properties for creating an Amazon SageMaker model using JSONata.
aws-stepfunctions-tasks/lib/sagemaker/create-model.ts// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import * as cdk from 'aws-cdk-lib';
import { aws_ec2 as ec2 } from 'aws-cdk-lib';
import { aws_iam as iam } from 'aws-cdk-lib';
import { aws_stepfunctions as stepfunctions } from 'aws-cdk-lib';
import { aws_stepfunctions_tasks as stepfunctions_tasks } from 'aws-cdk-lib';
declare const assign: any;
declare const containerDefinition: stepfunctions_tasks.ContainerDefinition;
declare const outputs: any;
declare const role: iam.Role;
declare const subnet: ec2.Subnet;
declare const subnetFilter: ec2.SubnetFilter;
declare const taskInput: stepfunctions.TaskInput;
declare const taskRole: stepfunctions.TaskRole;
declare const timeout: stepfunctions.Timeout;
declare const vpc: ec2.Vpc;
const sageMakerCreateModelJsonataProps: stepfunctions_tasks.SageMakerCreateModelJsonataProps = {
modelName: 'modelName',
primaryContainer: containerDefinition,
// the properties below are optional
assign: {
assignKey: assign,
},
comment: 'comment',
containers: [containerDefinition],
credentials: {
role: taskRole,
},
enableNetworkIsolation: false,
heartbeat: cdk.Duration.minutes(30),
heartbeatTimeout: timeout,
integrationPattern: stepfunctions.IntegrationPattern.REQUEST_RESPONSE,
outputs: outputs,
queryLanguage: stepfunctions.QueryLanguage.JSON_PATH,
role: role,
stateName: 'stateName',
subnetSelection: {
availabilityZones: ['availabilityZones'],
onePerAz: false,
subnetFilters: [subnetFilter],
subnetGroupName: 'subnetGroupName',
subnets: [subnet],
subnetType: ec2.SubnetType.PRIVATE_ISOLATED,
},
tags: taskInput,
taskTimeout: timeout,
timeout: cdk.Duration.minutes(30),
vpc: vpc,
};
assign?optional{ [key: string]: any }assign?optionaltyping.Mapping[str, Any]assign?optionalMap<String, Object>Assign?optionalIDictionary<string, object>Assign?optional*map[string]interface{}#Default: Not assign variables
Using workflow variables, you can store data in a step and retrieve that data in future steps.
comment?optionalstringcomment?optionalstrcomment?optionalStringComment?optionalstringComment?optional*string#Default: No comment
containers?optionalIContainerDefinition[]containers?optionaltyping.List[IContainerDefinition]containers?optionalList<IContainerDefinition>Containers?optionalIContainerDefinition[]Containers?optional*[]IContainerDefinition= None#credentials?optionalCredentialscredentials?optionalCredentialscredentials?optionalCredentialsCredentials?optionalCredentialsCredentials?optionalCredentials#Default: None (Task is executed using the State Machine's execution role)
This enables cross-account resource invocations.
enableNetworkIsolation?optionalbooleanenable_network_isolation?optionalboolenableNetworkIsolation?optionalBooleanEnableNetworkIsolation?optionalboolEnableNetworkIsolation?optional*bool= false#No inbound or outbound network calls can be made to or from the model container.
heartbeat?optionalDurationheartbeat?optionalDurationheartbeat?optionalDurationHeartbeat?optionalDurationHeartbeat?optionalDuration= Nonedeprecated#heartbeatTimeout?optionalTimeoutheartbeat_timeout?optionalTimeoutheartbeatTimeout?optionalTimeoutHeartbeatTimeout?optionalTimeoutHeartbeatTimeout?optionalTimeout= None#[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface
integrationPattern?optionalIntegrationPatternintegration_pattern?optionalIntegrationPatternintegrationPattern?optionalIntegrationPatternIntegrationPattern?optionalIntegrationPatternIntegrationPattern?optionalIntegrationPattern#Default: IntegrationPattern.REQUEST_RESPONSE for most tasks. IntegrationPattern.RUN_JOB for the following exceptions: BatchSubmitJob, EmrAddStep, EmrCreateCluster, EmrTerminationCluster, and EmrContainersStartJobRun.
You can control these AWS services using service integration patterns.
Depending on the AWS Service, the Service Integration Pattern availability will vary.
outputs?optionalanyoutputs?optionalAnyoutputs?optionalObjectOutputs?optionalobjectOutputs?optionalinterface{}#Default: $states.result or $states.errorOutput
When specified, the value overrides the state output default. The output field accepts any JSON value (object, array, string, number, boolean, null). Any string value, including those inside objects or arrays, will be evaluated as JSONata if surrounded by {% %} characters. Output also accepts a JSONata expression directly.
primaryContainerIContainerDefinitionprimary_containerIContainerDefinitionprimaryContainerIContainerDefinitionPrimaryContainerIContainerDefinitionPrimaryContainerIContainerDefinitionrequired#queryLanguage?optionalQueryLanguagequery_language?optionalQueryLanguagequeryLanguage?optionalQueryLanguageQueryLanguage?optionalQueryLanguageQueryLanguage?optionalQueryLanguage= JSONPath#If the state does not contain a queryLanguage field, then it will use the query language specified in the top-level queryLanguage field.
Default: a role will be created.
stateName?optionalstringstate_name?optionalstrstateName?optionalStringStateName?optionalstringStateName?optional*string#Default: The construct ID will be used as state name
subnetSelection?optionalSubnetSelectionsubnet_selection?optionalSubnetSelectionsubnetSelection?optionalSubnetSelectionSubnetSelection?optionalSubnetSelectionSubnetSelection?optionalSubnetSelection#Default: Private Subnets are selected
tags?optionalTaskInputtags?optionalTaskInputtags?optionalTaskInputTags?optionalTaskInputTags?optionalTaskInput#Default: No tags
taskTimeout?optionalTimeouttask_timeout?optionalTimeouttaskTimeout?optionalTimeoutTaskTimeout?optionalTimeoutTaskTimeout?optionalTimeout= None#[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface