You are tasked with designing a data processing pipeline for a financial services company that requires processing large-scale datasets with Apache Spark for real-time analytics. The solution must be cost-effective, scalable, and fully managed to minimize operational overhead. Additionally, the company emphasizes the importance of seamless integration with other Google Cloud services for data storage and analytics. Which Google Cloud service should you choose to best meet these requirements? (Choose one correct option)