Leveraging BigQuery JSON for Optimized MongoDB Dataflow Pipelines- Google Developers Blog

What this post added

Introduced direct support for JSON data types in Google Cloud Dataflow templates for MongoDB Atlas to BigQuery pipelines. This eliminates the need for complex data transformations, reducing latency, operational costs, and improving query performance by allowing direct querying of nested JSON data using BigQuery's JSON functions and BQML.