feat(scheduler-targets-alpha): SageMakerStartPipelineExecution Target (#28927)

This PR adds SageMakerStartPipelineExecution Target for EventBridge Scheduler.

Closes #27457

----

*By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license*

Author: go-to-k

packages/@aws-cdk/aws-scheduler-targets-alpha/.eslintrc.js

@@ -2,5 +2,6 @@ const baseConfig = require('@aws-cdk/cdk-build-tools/config/eslintrc');
 baseConfig.parserOptions.project = __dirname + '/tsconfig.json';
 
 baseConfig.rules['import/no-extraneous-dependencies'] = ['error', { devDependencies: true, peerDependencies: true }];
+baseConfig.rules['@aws-cdk/invalid-cfn-imports'] = 'off';
 
 module.exports = baseConfig;

packages/@aws-cdk/aws-scheduler-targets-alpha/README.md

@@ -34,6 +34,7 @@ The following targets are supported:
 8. `targets.KinesisStreamPutRecord`: [Put a record to an Amazon Kinesis Data Streams](#put-a-record-to-an-amazon-kinesis-data-streams)
 9. `targets.KinesisDataFirehosePutRecord`: [Put a record to a Kinesis Data Firehose](#put-a-record-to-a-kinesis-data-firehose)
 10. `targets.CodePipelineStartPipelineExecution`: [Start a CodePipeline execution](#start-a-codepipeline-execution)
+11. `targets.SageMakerStartPipelineExecution`: [Start a SageMaker pipeline execution](#start-a-sagemaker-pipeline-execution)
 
 ## Invoke a Lambda function
 
@@ -289,3 +290,26 @@ new Schedule(this, 'Schedule', {
   target: new targets.CodePipelineStartPipelineExecution(pipeline),
 });
 ```
+
+## Start a SageMaker pipeline execution
+
+Use the `SageMakerStartPipelineExecution` target to start a new execution for a SageMaker pipeline.
+
+The code snippet below creates an event rule with a SageMaker pipeline as target which is
+called every hour by Event Bridge Scheduler.
+
+```ts
+import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';
+
+declare const pipeline: sagemaker.IPipeline;
+
+new Schedule(this, 'Schedule', {
+  schedule: ScheduleExpression.rate(Duration.minutes(60)),
+  target: new targets.SageMakerStartPipelineExecution(pipeline, {
+    pipelineParameterList: [{
+      name: 'parameter-name',
+      value: 'parameter-value',
+    }],
+  }),
+});
+```

packages/@aws-cdk/aws-scheduler-targets-alpha/lib/index.ts

@@ -5,6 +5,7 @@ export * from './inspector-start-assessment-run';
 export * from './kinesis-data-firehose-put-record';
 export * from './kinesis-stream-put-record';
 export * from './lambda-invoke';
+export * from './sage-maker-start-pipeline-execution';
 export * from './sns-publish';
 export * from './sqs-send-message';
 export * from './stepfunctions-start-execution';

packages/@aws-cdk/aws-scheduler-targets-alpha/lib/sage-maker-start-pipeline-execution.ts

@@ -0,0 +1,84 @@
+import { ISchedule, IScheduleTarget, ScheduleTargetConfig } from '@aws-cdk/aws-scheduler-alpha';
+import { Names } from 'aws-cdk-lib';
+import { IRole } from 'aws-cdk-lib/aws-iam';
+import { IPipeline } from 'aws-cdk-lib/aws-sagemaker';
+import { ScheduleTargetBase, ScheduleTargetBaseProps } from './target';
+import { sameEnvDimension } from './util';
+
+/**
+ * Properties for a pipeline parameter
+ */
+export interface SageMakerPipelineParameter {
+  /**
+   * Name of parameter to start execution of a SageMaker Model Building Pipeline.
+   */
+  readonly name: string;
+
+  /**
+   * Value of parameter to start execution of a SageMaker Model Building Pipeline.
+   */
+  readonly value: string;
+}
+
+/**
+ * Properties for a SageMaker Target
+ */
+export interface SageMakerStartPipelineExecutionProps extends ScheduleTargetBaseProps {
+  /**
+   * List of parameter names and values to use when executing the SageMaker Model Building Pipeline.
+   *
+   * The length must be between 0 and 200.
+   *
+   * @see https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-scheduler-schedule-sagemakerpipelineparameters.html#cfn-scheduler-schedule-sagemakerpipelineparameters-pipelineparameterlist
+   *
+   * @default - no pipeline parameter list
+   */
+  readonly pipelineParameterList?: SageMakerPipelineParameter[];
+}
+
+/**
+ * Use a SageMaker pipeline as a target for AWS EventBridge Scheduler.
+ */
+export class SageMakerStartPipelineExecution extends ScheduleTargetBase implements IScheduleTarget {
+  constructor(
+    private readonly pipeline: IPipeline,
+    private readonly props: SageMakerStartPipelineExecutionProps = {},
+  ) {
+    super(props, pipeline.pipelineArn);
+
+    if (props.pipelineParameterList !== undefined && props.pipelineParameterList.length > 200) {
+      throw new Error(`pipelineParameterList length must be between 0 and 200, got ${props.pipelineParameterList.length}`);
+    }
+  }
+
+  protected addTargetActionToRole(schedule: ISchedule, role: IRole): void {
+    if (!sameEnvDimension(this.pipeline.stack.region, schedule.env.region)) {
+      throw new Error(`Cannot assign pipeline in region ${this.pipeline.stack.region} to the schedule ${Names.nodeUniqueId(schedule.node)} in region ${schedule.env.region}. Both the schedule and the pipeline must be in the same region.`);
+    }
+
+    if (!sameEnvDimension(this.pipeline.stack.account, schedule.env.account)) {
+      throw new Error(`Cannot assign pipeline in account ${this.pipeline.stack.account} to the schedule ${Names.nodeUniqueId(schedule.node)} in account ${schedule.env.region}. Both the schedule and the pipeline must be in the same account.`);
+    }
+
+    if (this.props.role && !sameEnvDimension(this.props.role.env.account, this.pipeline.stack.account)) {
+      throw new Error(`Cannot grant permission to execution role in account ${this.props.role.env.account} to invoke target ${Names.nodeUniqueId(this.pipeline.node)} in account ${this.pipeline.stack.account}. Both the target and the execution role must be in the same account.`);
+    }
+
+    this.pipeline.grantStartPipelineExecution(role);
+  }
+
+  protected bindBaseTargetConfig(schedule: ISchedule): ScheduleTargetConfig {
+    const sageMakerPipelineParameters = this.props.pipelineParameterList ? {
+      pipelineParameterList: this.props.pipelineParameterList.map(param => {
+        return {
+          name: param.name,
+          value: param.value,
+        };
+      }),
+    } : undefined;
+    return {
+      ...super.bindBaseTargetConfig(schedule),
+      sageMakerPipelineParameters,
+    };
+  }
+}