We have seen the structure of the final record after enriching the data. That should help us model the data in Elasticsearch. Given that our data is time series data, we can apply some of the techniques mentioned in Chapter 9, Running the Elastic Stack in Production, to model the data:

• Defining an index template
• Understanding the mapping

Let's look at the index template that we will define.