Creating an Amazon Lookout for Equipment dataset
As mentioned in Chapter 8, An Overview of Amazon Lookout for Equipment, a dataset is a convenient way to organize your time series data stored as CSV files. These files are stored in an Amazon S3 bucket and organized in different folders.
Each dataset is a container that can contain one or several components that groups tags together. In S3, each component will be materialized by a folder. You can use datasets and components to organize your sensor data depending on how your industrial pieces of equipment are organized themselves.
For instance, you can use the dataset level to store all the tags from a factory and then each component to group all the tags relative to a given production line (across multiple pieces of equipment) or a given piece of equipment.
In this configuration, each component contains several sensors in the same CSV file. Depending...