A follow up with my results in case anyone runs into the same "issue".

Facets are depreciated and aggs are what you should be using.  The reason 
we were seeing huge field data cache is because we were not using daily 
indices in Kibana.  Once we switched to a daily index we no longer saw the 
huge fielddata cache usage.

Drew

On Tuesday, February 17, 2015 at 8:42:07 AM UTC-6, Drew Town wrote:
>
> In Kibana 3 we heavily rely on terms panel.  This worked well because it 
> was fast and didn't fill up our field data cache.
>
> With Kibana 4 RC1 I haven't been able to find a way to do this.  The 
> horizontal bar chart seems to utilize a simple filtered query rather than a 
> facet query.  This is very slow compared to the facet query and takes up a 
> huge amount of heap memory.  Are there plans to add facet queries (terms 
> panels)?  Or is there a way to do this already that I am missing?
>
> Thanks
>

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