This ticket introduces the CollapsingQParserPlugin
The CollapsingQParserPlugin is a PostFilter that performs field collapsing. This is a high performance alternative to standard Solr field collapsing (with ngroups) when the number of distinct groups in the result set is high.
For example in one performance test, a search with 10 million full results and 1 million collapsed groups:
Standard grouping with ngroups : 17 seconds.
CollapsingQParserPlugin: 300 milli-seconds.
Collapse based on the highest scoring document:
Collapse based on the min value of a numeric field:
Collapse based on the max value of a numeric field:
Collapse with a null policy:
There are three null policies:
ignore : removes docs with a null value in the collapse field (default).
expand : treats each doc with a null value in the collapse field as a separate group.
collapse : collapses all docs with a null value into a single group using either highest score, or min/max.
The CollapsingQParserPlugin also fully supports the QueryElevationComponent
Note: The July 16 patch also includes and ExpandComponent that expands the collapsed groups for the current search result page. This functionality will be moved to it's own ticket.
|Ordering Issue when Collapsing using min max