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AWS does not provide an official local emulator for AWS Batch. However, you can set up a mock environment to test your Step Functions locally with the following approach:
- you can use LocalStack https://github.com/localstack/localstack to emulate various AWS services locally, including Step Functions, Lambda, and more. LocalStack does not support AWS Batch, but it can help you create a mock environment for other services involved in your data pipeline.
- implement a mock AWS Batch service using AWS Lambda or a simple web server (like Flask in Python or Express in Node.js). This mock service should accept the same API calls as AWS Batch, and instead of running actual batch jobs, it would execute the local Docker images you've built.
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