Modifying Application Log Levels¶

DataRobot log levels are configured using the data.LOGGING_LEVELNAME and data.LOG_LEVEL keys in the datarobot-modeling-envvars configmap.

By default, DataRobot logs all messages at the INFO level or above. If you would like to reduce the number of application messages recorded by the system, consider changing LOGGING_LEVELNAME and LOG_LEVEL to WARNING or ERROR. The acceptable parameters are DEBUG, INFO, WARNING, ERROR, or CRITICAL.

NOTE: If you encounter application issues, it is likely that DataRobot Customer Support will ask you to provide INFO-level logs for troubleshooting purposes. Raising the log level to WARN or above may result in inadequate logs for issue resolution in some cases.

NOTE: Changing LOGGING_LEVELNAME or LOG_LEVEL requires a restart of the DataRobot application.

To change the application log levels to WARNING, modify the helm values yaml file for the DataRobot umbrella chart used to install DataRobot. To configure these options, refer to the Tuning Datarobot Environment Variables section of this guide.

core:
  config_env_vars:
    LOGGING_LEVEL: WARNING
    LOG_LEVEL: WARNING