In the context of designing a scalable and cost-effective data processing pipeline for a financial analytics application, which Google Cloud service would you recommend for efficiently handling large-scale batch data processing tasks? Consider the need for high throughput, scalability, and the ability to perform complex analytical queries on petabytes of data. Choose the best option from the following: