When using ElasticSearch for logs, you most likely create indices periodically as well as have a job to rotate them logs.

However, ES can also be used as a database, and in that case one should be more careful with the data.

Here is a neat how-to article on changing the field type in the index mapping without downtime.

#elasticsearch