AI - Delta Lake
Empowering data-driven organizations with ACID transactions and continuous processing using Delta Lake's open-source, massively collaborative data lake built on Apache Spark.
- Name
- Delta Lake -https://github.com/delta-io/delta
- Last Audited At
About Delta Lake
Delta Lake is an open-source, massively collaborative data lake built on Apache Spark and Opensource Deltasquare's computing technology. It aims to bring ACID transactions to apache spark using a delta file format that provides continuous, versioned, and scalable big data processing.
They offer an API for interacting with Delta Lake metadata, ensuring compatibility between different versions of the API and data storage systems. Their roadmap outlines plans for future developments, which are detailed in their GitHub milestones.
To develop with Delta Lake, users can import it as a new project into IntelliJ IDEA following specific instructions provided. The transaction protocol is defined in a dedicated document, allowing for efficient and reliable data processing.
Delta Lake is a part of the Apache Software Foundation and maintains an active community through various communication channels including a public Slack channel, LinkedIn company page, YouTube channel, and Google groups forum. Users can also report issues and contribute to the project as per guidelines provided. The project is licensed under the Apache License 2.0.
Their GitHub repository contains extensive documentation, latest binaries, API documentation, compatibility information, concurrency control mechanisms, and more. For detailed setup instructions and verification procedures, refer to their provided resources.