Numeric Range Filter

Filters documents with fields that have values within a certain numeric range. Similar to range filter, except that it works only with numeric values, and the filter execution works differently.

{
    "constant_score" : {
        "filter" : {
            "numeric_range" : {
                "age" : {
                    "from" : "10",
                    "to" : "20",
                    "include_lower" : true,
                    "include_upper" : false
                }
            }
        }
    }
}

The numeric range filter works by loading all the relevant field values into memory, and checking for the relevant docs if they satisfy the range requirements. This require more memory since the numeric range data are loaded to memory, but can provide a significant increase in performance. Note, if the relevant field values have already been loaded to memory, for example because it was used in facets or was sorted on, then this filter should be used.

The numeric_range filter top level parameters include:

Name Description
from The lower bound. Defaults to start from the first.
to The upper bound. Defaults to unbounded.
include_lower Should the first from (if set) be inclusive or not. Defaults to true
include_upper Should the last to (if set) be inclusive or not. Defaults to true.
gt Same as setting from and include_lower to false.
gte Same as setting from and include_lower to true.
lt Same as setting to and include_upper to false.
lte Same as setting to and include_upper to true.

Caching

The result of the filter is not cached by default. The _cache can be set to true to cache the result of the filter. This is handy when the same points parameters are used on several (many) other queries. Note, the process of caching the first execution is higher when caching (since it needs to satisfy different queries).

If caching the result of the filter is desired (for example, using the same teen” filter with ages between 10 and 20), then it is advisable to simply use the “range filter.