add date field to decay function doc
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@ -172,13 +172,30 @@ decay function is specified as
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"FIELD_NAME": {
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"FIELD_NAME": {
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"origin": "11, 12",
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"origin": "11, 12",
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"scale": "2km",
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"scale": "2km",
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"offset": "1km",
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"offset": "0km",
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"decay": 0.33
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}
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}
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--------------------------------------------------
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where `DECAY_FUNCTION` can be "linear", "exp" and "gauss" (see below). The specified field must be a numeric field. In the above example, the field is a <<mapping-geo-point-type>> and origin can be provided in geo format. `scale` and `offset` must be given with a unit in this case. If your field is a date field, you can set `scale` and `offset` as days, weeks, and so on. Example:
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[source,js]
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--------------------------------------------------
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"DECAY_FUNCTION": {
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"FIELD_NAME": {
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"origin": "2013-09-17",
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"scale": "10d",
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"offset": "5d",
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"decay" : 0.5
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"decay" : 0.5
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}
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}
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}
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}
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--------------------------------------------------
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--------------------------------------------------
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where `DECAY_FUNCTION` can be "linear", "exp" and "gauss" (see below).
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The format of the origin depends on the <<mapping-date-format>> defined in your mapping. If you do not define the origin, the current time is used.
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The `offset` and `decay` parameters are optional.
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The `offset` and `decay` parameters are optional.
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[horizontal]
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[horizontal]
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@ -192,30 +209,21 @@ The `offset` and `decay` parameters are optional.
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given at `scale`. If no `decay` is defined, documents at the distance
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given at `scale`. If no `decay` is defined, documents at the distance
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`scale` will be scored 0.5.
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`scale` will be scored 0.5.
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For example, your documents might represents hotels and contain a geo
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In the first example, your documents might represents hotels and contain a geo
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location field. You want to compute a decay function depending on how
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location field. You want to compute a decay function depending on how
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far the hotel is from a given location. You might not immediately see
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far the hotel is from a given location. You might not immediately see
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what scale to choose for the gauss function, but you can say something
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what scale to choose for the gauss function, but you can say something
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like: "At a distance of 2km from the desired location, the score should
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like: "At a distance of 2km from the desired location, the score should
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be reduced by one third."
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be reduced by one third."
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You can provide this parameter like this:
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[source,js]
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--------------------------------------------------
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"DECAY_FUNCTION": {
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"location": {
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"origin": "11, 12",
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"scale": "2km",
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"decay" : 0.33
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}
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}
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--------------------------------------------------
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The parameter "scale" will then be adjusted automatically to assure that
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The parameter "scale" will then be adjusted automatically to assure that
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the score function computes a score of 0.33 for hotels that are 2km away
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the score function computes a score of 0.5 for hotels that are 2km away
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from the desired location.
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from the desired location.
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In the second example, documents with a field value between 2013-09-12 and 2013-09-22 would get a weight of 1.0 and documents which are 15 days from that date a weight of 0.5.
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The `DECAY_FUNCTION` determines the shape of the decay:
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The `DECAY_FUNCTION` determines the shape of the decay:
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[horizontal]
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[horizontal]
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