Keep your business in motion

Remove obsolete data from your database that you don’t want to see in future queries. Once our real-time engine encounters a record with a delete column, the primary key will no longer be part of queryable documents — saving you headaches.

Update some of the fields in a record, but not all of them. Partial upserts enable flexible handling of data streams with partial information — perfect for Change Data Capture (CDC) streams where only updated columns are received.

Minimize disk space and overall infrastructure costs by periodically replacing obsolete records in your database with newer compacted segments that only contain valid records.

Select a different time column for resolving upserts, rather than using the default. Perfect for when you need to prioritize records based on a different timestamp — not the most up-to-date record.

Efficiently bootstrap (initialize) and backfill (update past data) into an upsert-enabled table, using a batch data pipeline to directly upload segments.