Sign inTry Free

Important

Self-managed SingleStore will soon transition from version 9.1 RC to version 10. This new semantic versioning scheme will provide SingleStore with finer control over engine and feature releases that were not possible with the current versioning scheme.

In the interim, SingleStore 9.1 RC can be used to preview, evaluate, and provide feedback on the new and upcoming features in SingleStore 10 prior to its general availability. Ahead of this transition, SingleStore 9.0 is recommended for production workloads, which can later be upgraded to SingleStore 10.

Load Data from Spark

You can use SingleStore and Spark together to accelerate workloads by taking advantage of computational power of Spark in tandem with the fast ingest and persistent storage SingleStore has to offer. The SingleStore Spark Connector allows you to connect your Spark and SingleStore environments. The connector supports both data loading and extraction from database tables and Spark DataFrames.

The connector is implemented as a native Spark SQL plugin, and supports Spark’s DataSource API. Spark SQL supports operating on a variety of data sources through the DataFrame interface, and the DataFrame API is the widely used framework for how Spark interacts with other systems.

In addition, the connector is a true Spark data source; it integrates with the Catalyst query optimizer, supports robust SQL pushdown, and leverages SingleStore LOAD DATA to accelerate ingest from Spark via compression.

In this section

Last modified:

Was this article helpful?

Was this article helpful?

Verification instructions

Note: You must install cosign to verify the authenticity of the SingleStore file.

Use the following steps to verify the authenticity of singlestoredb-server, singlestoredb-toolbox, singlestoredb-studio, and singlestore-client SingleStore files that have been downloaded.

You may perform the following steps on any computer that can run cosign, such as the main deployment host of the cluster.

  1. (Optional) Run the following command to view the associated signature files.

    curl undefined

  2. Download the signature file from the SingleStore release server.

    • Option 1: Click the Download Signature button next to the SingleStore file.

    • Option 2: Copy and paste the following URL into the address bar of your browser and save the signature file.

    • Option 3: Run the following command to download the signature file.

      curl -O undefined

  3. After the signature file has been downloaded, run the following command to verify the authenticity of the SingleStore file.

    echo -n undefined |
        cosign verify-blob --certificate-oidc-issuer https://oidc.eks.us-east-1.amazonaws.com/id/CCDCDBA1379A5596AB5B2E46DCA385BC \
          --certificate-identity https://kubernetes.io/namespaces/freya-production/serviceaccounts/job-worker \
          --bundle undefined \
          --new-bundle-format -
    Verified OK

Try Out This Notebook to See What’s Possible in SingleStore

Get access to other groundbreaking datasets and engage with our community for expert advice.

Sign UpLog In