Preparing a dataset for inference
An Amazon Lookout for Equipment inference schedule runs on a tight schedule. You just configured one to be run every 5 minutes. Let's say you just finished this configuration at 10:38
. The next times the scheduler will run are 10:40
, 10:45
, 10:50
… until you stop the scheduler. In this section, you will do the following:
- Learn what happens when a scheduler wakes up.
- Use CloudShell to prepare some inference data ready to be processed by your scheduler.
Understanding the scheduled inference process
Let's say your scheduler wakes up at 10:40
on September 24, 2021
. This scheduler will first look for every CSV file in your input location with a timestamp corresponding to this time in their name: 20210924104000
.
As a reminder, the dataset schema you used when creating your initial dataset was the following:
We put each sensor into its own component. As...