Cloudera Docs

Tracked User events

The tables on this page describe the user events that are logged by Cloudera Machine Learning.

Table 1. Database Columns

When you query the user_events table, the following information can be returned:
Information Description
id The ID assigned to the event.
user_id The UUID of the user who triggered the event.
ipaddr The IP address of the user or component that triggered the event. 127.0.0.1 indicates an internal component.
user agent The user agent for this action, such as the web browser. For example: 
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.103 Safari/537.36
event_name The event that was logged. The tables on this page list possible events.
description This field contains the model name and ID, the user type (NORMAL or ADMIN), and the username.
created_at The date (YYYY-MM-DD format) and time (24-hour clock) the event occurred .
Table 2. Events Related to Engines
Event Description
engine environment vars updated -
engine mount created -
engine mount deleted -
engine mount updated -
engine profile created -
engine profile deleted -
engine profile updated -
Table 3. Events Related to Experiments
Event Description
experiment run created -
experiment run repeated -
experiment run cancelled -
Table 4. Events Related to Files
Event Description
file downloaded -
file updated -
file deleted -
file copied -
file renamed -
file linked The logged event indicates when a symlink is created for a file or directory.
directory uploaded -
Table 5. Events Related to Models
Event Description
model created -
model deleted -
Table 6. Events Related to Jobs
Event Description
job created -
job started -
stopped all runs for job -
job shared with user -
job unshared with user -
job sharing updated The logged event indicates when the sharing status for a job is changed from one of the following options to another:
  • All anonymous users with the link
  • All authenticated users with the link
  • Specific users and teams
Table 7. Events Related to Licenses
Event Description
license created -
license deleted -
Table 8. Events Related to Projects
Event Description
project created -
project updated -
project deleted -
collaborator added -
collaborator removed -
collaborator invited -
Table 9. Events Related to Sessions
Event Description
session launched -
session terminated -
session stopped -
session shared with user -
session unshared with user -
update session sharing status The logged event indicates when the sharing status for a session is changed from one of the following options to another:
  • All anonymous users with the link
  • All authenticated users with the link
  • Specific users and teams
Table 10. Events Related to Admin Settings
site config updated The logged event indicates when a setting on the Admin Settings page is changed.
Table 11. Events Related to Teams
Event Description
add member to team -
delete team member -
update team member -
Table 12. Events Related to Users
Event Description
forgot password -
password reset -
update user If the logged event shows that a user is banned, that means that the user account has been deactivated and does not count toward the license.
user signup -
user login The logged event includes the authorization method, LDAP/SAML or local.
user logout -
ldap/saml user creation The logged event indicates when a user is created with LDAP or SAML.