Dataform

https://cloud.google.com/dataform

Dataform is a platform to manage data in BigQuery, Snowflake, Redshift, and other data warehouses. It helps data teams build data pipelines that turn raw data into new tables and views that can be used for analytics.

https://cloud.google.com/blog/products/data-analytics/welcoming-dataform-to-bigquery

Dataform does the T in ELT (Extract, Load, Transform) processes. It doesn’t extract or loads data in your warehouse but it’s very powerful to transform data already loaded in your warehouse.

https://medium.com/@danilo.drobac/supercharge-your-bigquery-data-warehouse-with-dataform-d871d4df123a

Key features

https://cloud.google.com/dataform#section-2

Quickstart

https://cloud.google.com/dataform/docs/quickstart

Using Dataform on GCP

https://medium.com/google-cloud/how-to-dataform-in-google-cloud-part-1-86bce30216fd

Building Data Pipelines in BigQuery with Dataform

https://cuberoot31.com/building-data-pipelines-in-google-bigquery-with-dataform/

Dataform SQLX

https://docs.dataform.co/introduction/dataform-in-5-minutes