I'd like to boost my query by the item's view count; I'd like to use something like view_count / max_view_count
for this purpose, to be able to measure how the item's view count relates to the biggest view count in the index. I know how to boost the results with a function query, but how can I easily get the maximum view count? If anybody could provide an example it would be very helpful...
There aren't any aggregate functions under solr in the way you might be thinking about them from SQL. The easiest way to do it is to have a two-step process:
So, something like:
q=*:*&sort=view_count desc&rows=1&fl=view_count
...to get an item with the max view_count, which you record somewhere, and then
q=whatever&bq=div(view_count, max(the_max_view_count, 1))
Note that that max() function isn't doing an aggregate max; just getting the maximum of the max-view-count you pass in or 1 (to avoid divide-by-zero errors).
If you have a multiValued field (which you can't sort on) you could also use the StatsComponent to get the max. Either way, you would probably want to do this once, not for every query (say, every night at midnight or whatever once your data set settles down).
You can add just: &stats=true&stats.field=view_count You will see a small statistics on that specified field. More documentation here
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