Mapping conflicts with ELK

I recently started upgrading to a newer version of ES (4.5), and found that it refused to start:

IllegalStateException: unable to upgrade the mappings for the index

In fact, this mapping conflict was one of the things I was hoping the upgrade would solve. After a bit of reading it became clear that I would have to make some changes.

The mapping in question was a field from the logs called “level”. In the postgres logs it was a string (e.g. “INFO”), and in our application logs (using bunyan) it was an integer (40 => “WARN”).

To allow me to search using a range (e.g. level:[40 TO 60]), I was using a mutate filter to convert the string “40” to an integer, and this was the cause of the conflict.

My first thought was to copy the field before converting:

mutate {
    add_field => { "level_int" => "%{level}" }
    convert => { "level_int" => "integer" }

But it turns out that that’s not enough to avoid a conflict (possibly because ES guesses the type, and saw an int first?). So I went with the nuclear option, and renamed the field:

mutate {
    rename => { "level" => "level_int" }
    convert => { "level_int" => "integer" }

Now my new documents were conflict free. Unfortunately, the only solution provided for existing data is to export and re-import it, which I wasn’t really in the mood for.

Luckily, I’m not in any rush to upgrade, and we close indices after 30 days. So I plan to wait for a month, and hope my data is clean by then!

One thought on “Mapping conflicts with ELK

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