Thanks Robert, sounds good. And I'll give the blog post a read Mike.

Joel Bernstein
http://joelsolr.blogspot.com/

On Thu, Mar 24, 2016 at 12:51 PM, Michael McCandless <
[email protected]> wrote:

> See also my recent blog post describing this new feature:
> https://www.elastic.co/blog/lucene-points-6.0
>
> Net/net, in the 1D case, points looks like a win across the board vs.
> the legacy (postings) implementation.
>
> Mike McCandless
>
> http://blog.mikemccandless.com
>
>
> On Thu, Mar 24, 2016 at 12:33 PM, Robert Muir <[email protected]> wrote:
> > On Thu, Mar 24, 2016 at 12:16 PM, Joel Bernstein <[email protected]>
> wrote:
> >> I'm pretty confused about points as well and until very recently thought
> >> these we geo-spacial improvements only.
> >>
> >> It would be good to understand the mechanics of points versus numerics.
> I'm
> >> particularly interested in not losing the high performance numeric
> DocValues
> >> support, which has become so important for analytics.
> >>
> >
> > Unrelated. points are the structure used to find matching documents
> > from e.g. a query point, range, radius, shape, whatever. They use a
> > tree-like structure for this. So the replacement for NumericRangeQuery
> > which "simulates" a tree with an inverted index.
> >
> > Instead of inverted index+postings list, we just have a proper tree
> > structure for these things: fixed-width, multidimensional values. It
> > has a different indexreader api for example, that lets you control how
> > the tree is traversed as it goes (by returning INSIDE [collect all the
> > docids in here blindly, this entire tree range is relevant], OUTSIDE
> > [not relevant to my query, don't traverse this region anymore], or
> > CROSSES [i may or may not be interested, have to traverse further to
> > nodes (sub-ranges or values themselves)].
> >
> > They also have the advantage of not being limited to 64 bits or 1
> > dimension, you can have up to 128 bits and up to 8 dimensions. So each
> > thing you are adding to your document is really a "point in
> > n-dimensional space", so if you want to have 3 lat+long pairs as a
> > double[] in a single field, that works as you expect.
> >
> > See more information here:
> >
> https://github.com/apache/lucene-solr/blob/master/lucene/core/src/java/org/apache/lucene/index/PointValues.java#L35-L79
> >
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