Mage Pro release announcement
March 19, 2025
Spark, BigQuery streaming, OracleDB CDC, retry policy, stateful streaming, and window aggregation upgrades give Mage Pro stronger real-time foundations.

Spark, BigQuery streaming, OracleDB CDC, retry policy, stateful streaming, and window aggregation upgrades give Mage Pro stronger real-time foundations.
New capabilities
Simplified Spark integration
PySpark setup becomes easier for teams working with large-scale data processing.
Read docsEnhanced BigQuery streaming sink
Streaming ingestion into BigQuery gets improved performance and reliability.
OracleDB CDC integration
Capture and replicate OracleDB changes in real time for downstream systems.
Read docsPipeline-level retry configuration
Retry policies can be set at the pipeline level to handle transient failures more consistently.
Read docsStateful streaming pipeline
Maintain state across events for complex streaming use cases.
Read docsWindow aggregation
Windowed aggregation support helps teams process streaming events over time windows.