Just realized I forgot to mention:  this is with version 1.4.4.  Also I've 
been able to localize it to a specific day's index, but I'm not sure what 
the next steps should be to find the root cause and prevent/correct it.

On Monday, March 23, 2015 at 4:34:04 PM UTC-4, MC wrote:
>
> I'm wondering if anyone had seen something like this before:  I have a 5 
> node cluster with a bunch of large date based indices (I.e. each daily 
> index can have 50m docs).  I have some kibana dashboards which visualize 
> the data.  Every so often one of the histogram graphs displays incorrect 
> data - it creates a huge spike for one day and everything else is 
> unreadable.  The spike is incorrect (I.e. the elasticsearch data result is 
> actually wrong).  The weirder thing is that even on the same graph it is 
> inconsistent - it looks OK at one point and then after a refresh it shows 
> the bad data and then randomly switches back and forth.  Is it possible 
> that a replica or shard is corrupt?  (The status of the cluster is green). 
> Any thoughts on what may cause this or an approach for debugging it?

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