A logistics company collects GPS events from thousands of delivery trucks. The data engineering team needs a fully managed service to build data pipelines that can transform and enrich both real-time streaming events and nightly batch files before loading the results into their data warehouse. They want to avoid managing clusters or servers. Which Google Cloud service should they choose?