How to delete recorded events for user-interactions dataset ?

Hey hsakadude,
I do not believe you can remove interaction entries via a putevents call. To do this you would need to manually change your interactions dataset and do a new reimport.

In general, I do not think you can remove any data via the putUsers/putEvents/putItems calls. You can, however, filter out recommendations via a filter expression. An example here would be to have a status field every item or user, and when they are removed, you update this field via a putItems/putUsers call, and then filter out those that have "STATUS == DELETED". This solution, however, still keeps this data in your model, it doesnt actually remove it. Its just filtering out the data from your recommendations.

Hope this helps,
law-dwg