Properties for creating an Amazon SageMaker model using JSONPath.
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 resultSelector: 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 sageMakerCreateModelJsonPathProps: stepfunctions_tasks.SageMakerCreateModelJsonPathProps = {
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,
inputPath: 'inputPath',
integrationPattern: stepfunctions.IntegrationPattern.REQUEST_RESPONSE,
outputPath: 'outputPath',
queryLanguage: stepfunctions.QueryLanguage.JSON_PATH,
resultPath: 'resultPath',
resultSelector: {
resultSelectorKey: resultSelector,
},
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{ [key: string]: any }assigntyping.Mapping[str, Any]assignMap<String, Object>AssignIDictionary<string, object>Assign*map[string]interface{}#Default: Not assign variables
Using workflow variables, you can store data in a step and retrieve that data in future steps.
Default: No comment
containersIContainerDefinition[]containerstyping.List[IContainerDefinition]containersList<IContainerDefinition>ContainersIContainerDefinition[]Containers*[]IContainerDefinition= None#credentialsCredentialscredentialsCredentialscredentialsCredentialsCredentialsCredentialsCredentialsCredentials#Default: None (Task is executed using the State Machine's execution role)
This enables cross-account resource invocations.
enableNetworkIsolationbooleanenable_network_isolationboolenableNetworkIsolationBooleanEnableNetworkIsolationboolEnableNetworkIsolation*bool= false#No inbound or outbound network calls can be made to or from the model container.
heartbeatDurationheartbeatDurationheartbeatDurationHeartbeatDurationHeartbeatDuration= Nonedeprecated#heartbeatTimeoutTimeoutheartbeat_timeoutTimeoutheartbeatTimeoutTimeoutHeartbeatTimeoutTimeoutHeartbeatTimeoutTimeout= None#[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface
May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.
integrationPatternIntegrationPatternintegration_patternIntegrationPatternintegrationPatternIntegrationPatternIntegrationPatternIntegrationPatternIntegrationPatternIntegrationPattern#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.
May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.
primaryContainerIContainerDefinitionprimary_containerIContainerDefinitionprimaryContainerIContainerDefinitionPrimaryContainerIContainerDefinitionPrimaryContainerIContainerDefinitionrequired#queryLanguageQueryLanguagequery_languageQueryLanguagequeryLanguageQueryLanguageQueryLanguageQueryLanguageQueryLanguageQueryLanguage= JSONPath#If the state does not contain a queryLanguage field, then it will use the query language specified in the top-level queryLanguage field.
May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.
resultSelector{ [key: string]: any }result_selectortyping.Mapping[str, Any]resultSelectorMap<String, Object>ResultSelectorIDictionary<string, object>ResultSelector*map[string]interface{}= None#You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.
Default: a role will be created.
Default: The construct ID will be used as state name
subnetSelectionSubnetSelectionsubnet_selectionSubnetSelectionsubnetSelectionSubnetSelectionSubnetSelectionSubnetSelectionSubnetSelectionSubnetSelection#Default: Private Subnets are selected
Default: No tags
[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface