Recording multiple action interaction events
The following code shows how to record multiple action interaction events for the same user with the same sessionId.
Corresponding Action interactions dataset
USER_ID, ACTION_ID, EVENT_TYPE, TIMESTAMP
user123, action123, Taken, 1543531139
user123, action345, Not Taken, 1543531139
- AWS CLI
-
aws personalize-events put-action-interactions \
--tracking-id 6ddfe6b7-cd83-4dd4-b09d-4c35ecbacfe1 \
--action-interactions '[{
"userId": "user123",
"sessionId": "abcdefg",
"timestamp": 1543531139,
"eventType": "Taken",
"actionId": "action123"
},
{
"userId": "user123",
"sessionId": "abcdefg",
"timestamp": 1543531139,
"eventType": "Not Taken",
"actionId": "action345"}]'
- SDK for Python (Boto3)
-
import boto3
personalize_events = boto3.client(service_name='personalize-events')
response = personalize_events.put_action_interactions(
trackingId='12345678-xxxx-xxxx-xxxx-xxxxxxxxxxxx',
actionInteractions=[{
'userId': 'user123',
'sessionId': 'abcdefg',
'timestamp': 1697848587,
'eventType': 'Taken',
'actionId': 'action123'
},
{
'userId': 'user123',
'sessionId': 'abcdefg',
'timestamp': 1697848622,
'eventType': 'Not Taken',
'actionId': 'action345'
}]
)
