update.sh
script in the
/pingidentity/abs/util directory to update the training related
variables. Using the script, you can update the following variables: - Continuous learning:
continuous_learning
- Training period:
attack_initial_learning
- Threshold update period:
attack_update_interval
- Window length:
window_length
You can also use Global Configuration REST API to update the training variables. For more information see, Global configuration update REST API
Update the training interval
Increase the training periodYou can increase the training period by executing the update script.
Case 1 – The API model is under training, that is, the training period is not over.
System Behavior – In this case, if you increase the training period, for example, from 24-hours to 48-hours, the AI model trains based on the updated training period.
Case 2 – The API model has completed the training process.
System Behavior – Increasing the training period has no effect on trained APIs. Any new APIs will use the new training period.
Decrease the training periodYou can decrease the training period by executing the update script.
Case 1 – The API model is in the training process but has not reached the duration of the new training period.
System Behavior – Decreasing the training period (for example, from 24 hours to 12 hours) shortens the training period to 12 hours for the APIs that have not completed the training process. If the API has completed 10 hours of training, then it will now complete its training period after 2 more hours.
Case 2 – The API model is in the training process and the new training duration is less than the current AI model trained duration.
System Behavior – In this case the API model stops training itself at the current time and moves to the prediction mode. For example, if the original training period was 24-hours and the AI model has been trained for 18-hours; at this time if the training period is reduced to 12-hours, the AI model stops training itself and moves to the prediction mode.
Case 3 – API model has completed the training process.
System Behavior – Decreasing the training period has no effect on trained APIs. Any new APIs will use the new training period.
Execute the update.sh script
The update.sh
script is available in the
/opt/pingidentity/abs/util
directory. Copy the script from the
util
directory to your MongoDB primary node. The training period and threshold
can be changed simultaneously or individually.
/opt/pingidentity/mongo/update.sh help
/opt/pingidentity/mongo/update.sh -u absuser -p abs123 --attack_initial_training 48
updating training_period to 48
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
The current values of the variables are:
attack_initial_training=48
attack_update_interval=24
api_discovery=false
discovery_update_interval=1
continuous_learning=true
discovery_initial_period=24
url_limit=100
response_size=100
window_length=24
discovery_subpath=3
percentage_diskusage_limit=80
Global Config successfully updated