The S3 source enables syncing of file-based tables with support for multiple files using glob-like pattern matching, and both Full Refresh and Incremental syncs, using the last_modified property of files to determine incremental batches. You can choose if this connector will read only the new/updated files, or all the matching files, every time a sync is run.

Google BigQuery is a fast, scalable, and easy-to-use data warehouse. Main advantages of Google BiqQuery are:

• Serverless architecture.
• Pay-as-you go

Jitsu can stream and batch data to Google BigQuery. Streaming will get data to BQ immediately, however Google charges for each streamed record, while batching is free. Streaming is the fastest way to get started, but batching will be cheaper for large volumes.