SDF | The Best Developer Experience for Data

SDF is a Better Way to Build Data

Products

Meet the new standard for composable data development designed to bring Software Engineering principles to data engineers everywhere

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A Developer First Data Platform in the Palm of Your Hands

Debug 20x Faster with Static Analysis

Identify errors in your models without running them in the cloud. SDF's static analysis identifies broken SQL and catches dependency errors before they hit production.

Leave VARCHARs behind with SDF Types

Elevate your models with user defined types. Prevent logic errors and validate your code with a type system that evolves with your warehouse.

An Analytical Database Built In

Context-aware execution that runs on your laptop and scales to the cloud. Powered by Apache DataFusion.

Secure your Development Workflows with Data Quality and Governance

Integrate data tests, governance reports, quality checks, and table statistics directly in your CI/CD. Explore precise column-level lineage directly from the CLI.

Working with Data has Never Been so Easy

Download the lightweight Rust binary and start running the SDF Engine locally in seconds. Experience the speed of a compiler with built-in caching and multi-threaded execution.

One Engine, Endless Applications

The SDF CLI surfaces in-depth column-level lineage information directly from the command line.

SDF build, SDF lineage, and SDF deploy output wrapper

What is SDF?

SDF is a SQL engine and data transformation tool. It ingests data, metadata, and SQL statements to validate business logic, execute queries, and enforce policies.

Our Integrations

SDF powers the composable data stack by integrating with your unique configuration of cloud compute provider, storage format, and orchestrator.

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Happy Developers Use SDF :-)

SDF has been so much help with the schema migration. To just be able to compile and know that all of my downstream dependencies have been rewired is so huge. so much more confidence in my changes!

Nicklaus Roach

Data Engineer

Dagster

SDF Labs is the new swiss army chainsaw for SQL. If you’re in the data space and want to get faster development cycles and greater safety, I strongly recommend checking them out.

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Dylan Storey

VP MLOps & Data Engineering

Domino Data Lab

It ensures that data models support company advancement while maintaining compliance and safeguarding sensitive information. By automating best practices and reinforcing data security, SDF stands as a cornerstone in scaling data infrastructures efficiently and responsibly.

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Chris Hronek

Director of Data Engineering

Linqto

“SDF has added order to chaos. Our development cycles have improved and we are able to focus on developing more models"

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Vassili Skarine

Head of Engineering

Cybersyn

Open Source Projects.

SDF Labs gladly supports and contributes to the Open Source community. Eligible non-commercial open source software initiatives receive SDF accounts at no charge.

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