What are the advantages of defining your own mapping? (or: when would you use your own mapping?)

Difficulty: unrated

Source: bregman-arie/devops-exercises by Arie Bregman

Answer

You can optimize fields for partial matching
You can define custom formats of known fields (e.g. date)
You can perform language-specific analysis