Open source

Databricks engineers are the original creators of some of the world’s most popular open source data technologies

Join a meetup
background-image

Our most popular open source projects

icon-title
Apache SparkTM
Apache Spark is a unified engine for executing data engineering, data science and ML workloads.

What is Apache Spark? →

Comparing Spark and Databricks →

Visit spark.apache.org →

icon-title
Delta Lake
Delta Lake lets you build a lakehouse architecture on top of storage systems such as AWS S3, ADLS, GCS and HDFS.

Learn more about Delta Lake →

Visit delta.io →

Tech Talks: Getting Started with Delta Lake →

icon-title
MLflow
MLflow manages the ML lifecycle, including experimentation, reproducibility, deployment and a central model registry.

Managed MLflow on Databricks →

Visit mlflow.org →

Tech Talks: Managing the ML Lifecycle →

icon-title
Redash
Redash enables anyone to leverage SQL to explore, query, visualize, and share data from both big and small data sources.

Visit Redash on GitHub →

icon-title
Delta Sharing
Delta Sharing is the industry’s first open protocol for secure data sharing, making it simple to share data with other organizations.

Visit Delta Sharing →

Databricks supports these additional popular open source technologies

icon-title
TensorFlow
Databricks supports TensorFlow, a library for deep learning and general computation on clusters

TensorFlow on Databricks →

icon-title
PyTorchTM
Facebook, the creator of PyTorch, and Databricks have collaborated on integrations

PyTorch on Databricks →

icon-title
KerasTM
Deep learning API written in Python, running on top of TensorFlow. Available in Databricks Runtime for ML.

Keras on Databricks →

icon-title
RStudio
An open source suite of tools for collaborative data science using R ​

R programming on big data →

icon-title
scikit-learn
Widely used Python package for machine learning built on top of NumPy, SciPy and Matplotlib​​

Scikit-learn on Databricks →

icon-title
XGBoost
A distributed gradient boosting library that has bindings in languages such as Python, R and C++

XGBoost on Databricks →

icon-title
Terraform
HashiCorp Terraform is a popular open source tool for creating safe and predictable cloud infrastructure across several cloud providers. Databricks Terraform provider allows customers to manage their entire Databricks workspaces along with the rest of their infrastructure using a flexible, powerful tool. Using Terraform also encourages customers to adopt best practices with infrastructure as code (IaC).

Terraform on Databricks →

Ready to get
started?