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Link to original content: http://cloud.google.com/dataform
Develop and operationalize scalable data transformations pipelines in BigQuery using SQL.
Develop curated, up-to-date, trusted, and documented tables in BigQuery
Enable data analysts and data engineers to collaborate on the same repository
Build scalable data pipelines in BigQuery using SQL
Integrate with GitHub and GitLab
Keep tables updated without managing infrastructure
Benefits
Simplify your data processing architecture
Develop and operationalize scalable data pipelines in BigQuery using SQL from a single environment and without additional dependencies.
Collaborate using software development practices
With Dataform, data teams manage their SQL code and data assets' definitions following software engineering best practices—such as version control, environments, testing, and documentation.
Build production-grade SQL pipelines
Dataform abstracts away the complexity of building SQL pipelines. Data analysts can manage dependencies, configure data quality tests, and orchestrate complex pipelines using SQL.
Key features
Dataform Core enables data engineers and data analysts to centrally create table definitions, configure dependencies, add column descriptions, and configure data quality assertions in a single repository using just SQL.
Dataform Core functions can be adopted incrementally and additively, without modifying existing code.
Dataform Core is open source and can be used locally, giving users freedom from lock-in, and flexibility for more advanced use cases.
Dataform handles the operational infrastructure to update your tables following the dependencies between your tables and using the latest version of your code. Lineage and data information can be tracked seamlessly with Dataform integrations. Trigger SQL workflows manually, or schedule via Cloud Composer, Workflows, or third-party services.
Define tables, fix issues with real-time error messages, visualize dependencies, commit the changes to Git, and schedule pipelines in minutes, from a single interface, without leaving your web browser. Connect your repository with third-party providers such as GitHub and GitLab. Commit changes and push or open pull requests from the IDE.
Documentation
Learn how to create a SQL workflow and execute it in BigQuery by using Dataform and SQLX.
Learn how to use version control in Dataform to keep track of development.
Pricing
Dataform is a free service.
There may be associated costs from other services when using the product.
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