Effortless PySpark integration with Mage Pro! Seamlessly run PySpark pipelines on Kubernetes, standalone clusters, or AWS EMR. Simplify your big data processing and analytics tasks today.

Streamline your workflow with Mage Pro's version control and Git integration. Seamlessly manage code, collaborate with teams, and deploy pipelines across multiple environments.

Mage AI investigates errors, automatically debugs pipelines, and fixes broken code.

Revolutionize your coding workflow with Mage Pro's intelligent AI sidekick. Seamlessly generate, debug, and optimize code directly within your development environment. Leverage AI-powered insights to write complex queries, analyze data, and accelerate your development process without ever leaving your coding workspace.

Our AI has full context of your upstream code blocks and the data your code is expecting as input parameters.

BigQuery is a fully-managed, serverless, and highly scalable data warehouse by Google.