Limitations with Analytical Applications

This topic lists all the limitations associated with the Applications feature.

  • Securing project resources

    CML applications are accessible by any user with read-only (or higher) access to the project. However, CML does not actively prevent you from running an application that allows a read-only user (i.e. Viewers) to modify files belonging to the project. It is up to you to make the application truly read-only in terms of files, models, and other resources belonging to the project.

  • Port availability
    Cloudera Machine Learning exposes only 2 ports per project. Therefore, you can run a maximum of 2 web applications simultaneously, on these ports:
    • CDSW_APP_PORT
    • CDSW_READONLY_PORT

    By default, third-party browser-based editors run on CDSW_APP_PORT. Therefore, for projects that are already using browser-based editors, you are left with only one other port to run applications on: CDSW_READONLY_PORT.