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SOLR-11943: Update RefGuide for latlonVectors and haversineMeters functions.
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@ -179,10 +179,11 @@ numeric arrays or a *distance matrix* for the columns of a matrix.
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There are four distance measure functions that return a function
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that performs the actual distance calculation:
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* euclidean() (default)
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* manhattan()
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* canberra()
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* earthMovers()
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* euclidean (default)
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* manhattan
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* canberra
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* earthMovers
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* haversineMeters (Geospatial distance measure)
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The distance measure functions can be used with all machine learning functions
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that support different distance measures.
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@ -38,7 +38,7 @@ record in your Solr Cloud cluster computable.
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*<<matrix-math.adoc#matrix-math,Matrix Math>>*: Matrix creation, manipulation, and matrix math.
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*<<vectorization.adoc#vectorization,Streams and Vectorization>>*: Retrieving streams and vectorizing numeric fields.
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*<<vectorization.adoc#vectorization,Streams and Vectorization>>*: Retrieving streams and vectorizing numeric and lat/long point fields.
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*<<term-vectors.adoc#term-vectors,Text Analysis and Term Vectors>>*: Using math expressions for text analysis and TF-IDF term vectors.
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@ -240,4 +240,66 @@ When this expression is sent to the /stream handler it responds with:
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]
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}
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}
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----
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----
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== Latitude / Longitude Vectors
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The `latlonVectors` function wraps a list of tuples and parses a lat/long location field into
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a matrix of lat/long vectors. Each row in the matrix is a vector that contains the lat/long
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pair for the corresponding tuple in the list. The column labels for the matrix are
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automatically set to the *id* field in the tuples. The the lat/lon matrix can then be operated
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on by machine learning functions using the `haversineMeters` distance measure.
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The `latlonVectors` function takes two parameters: a list of tuples and a named parameter called
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*field*. The field parameter tells the `latlonVectors` function which field to parse the lat/lon
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vectors from.
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Below is an example of the `latlonVectors`.
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[source,text]
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----
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let(a=random(collection1, q="*:*", fl="id, loc_p", rows="5"),
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b=latlonVectors(a, field="loc_p"))
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----
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When this expression is sent to the /stream handler it responds with:
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[source,json]
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----
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{
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"result-set": {
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"docs": [
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{
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"b": [
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[
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42.87183530723629,
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76.74102353397778
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],
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[
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42.91372904094898,
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76.72874889228416
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],
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[
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42.911528804897564,
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76.70537292977619
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],
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[
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42.91143870500213,
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76.74749913047408
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],
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[
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42.904666267479705,
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76.73933236046092
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]
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]
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},
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{
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"EOF": true,
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"RESPONSE_TIME": 21
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}
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]
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}
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}
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----
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