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You are designing a data pipeline for a financial services company that requires processing large volumes of transactional data with complex dependencies. The pipeline must extract data from multiple sources including Amazon S3, transform it using AWS Glue, and load it into Amazon Redshift. How would you configure AWS services to handle these dependencies and ensure data integrity?