madrob commented on code in PR #940:
URL: https://github.com/apache/solr/pull/940#discussion_r940411276


##########
solr/core/src/java/org/apache/solr/util/NVectorUtil.java:
##########
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.util;
+
+import org.apache.lucene.util.SloppyMath;
+
+import java.text.NumberFormat;
+import java.text.ParseException;
+
+import static 
org.locationtech.spatial4j.distance.DistanceUtils.EARTH_MEAN_RADIUS_KM;
+
+public class NVectorUtil {
+
+  private static final double pip2 = Math.PI/2;
+
+  public static double[] latLongToNVector(double lat, double lon) {
+    double latRad = Math.toRadians(lat);
+    double lonRad = Math.toRadians(lon);
+    double x = Math.cos(latRad) * Math.cos(lonRad);
+    double y = Math.cos(latRad) * Math.sin(lonRad);
+    double z = Math.sin(latRad);
+    return new double[] {x, y, z};
+  }
+
+  public static String[] latLongToNVector(String lat, String lon) {
+    double[] nvec = latLongToNVector(Double.parseDouble(lat), 
Double.parseDouble(lon));
+    return new String[] {
+      Double.toString(nvec[0]), Double.toString(nvec[1]), 
Double.toString(nvec[2])
+    };
+  }
+
+  public static String[] latLongToNVector(String[] latlon) {
+    return latLongToNVector(latlon[0], latlon[1]);
+  }
+
+  public static String[] latLongToNVector(String[] point, NumberFormat 
formatter) throws ParseException {
+    double[] nvec = 
latLongToNVector(formatter.parse(point[0]).doubleValue(),formatter.parse(point[1]).doubleValue());
+    return new String[] {
+            Double.toString(nvec[0]), Double.toString(nvec[1]), 
Double.toString(nvec[2])
+    };
+  }
+
+  public static double[] NVectorToLatLong(double[] n) {

Review Comment:
   nit: method names should start with lowercase (here and others)



##########
solr/core/src/java/org/apache/solr/util/NVectorUtil.java:
##########
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.util;
+
+import org.apache.lucene.util.SloppyMath;
+
+import java.text.NumberFormat;
+import java.text.ParseException;
+
+import static 
org.locationtech.spatial4j.distance.DistanceUtils.EARTH_MEAN_RADIUS_KM;
+
+public class NVectorUtil {

Review Comment:
   can we add javadoc for the class and methods?



##########
solr/core/src/java/org/apache/solr/util/NVectorUtil.java:
##########
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.util;
+
+import org.apache.lucene.util.SloppyMath;
+
+import java.text.NumberFormat;
+import java.text.ParseException;
+
+import static 
org.locationtech.spatial4j.distance.DistanceUtils.EARTH_MEAN_RADIUS_KM;
+
+public class NVectorUtil {
+
+  private static final double pip2 = Math.PI/2;
+
+  public static double[] latLongToNVector(double lat, double lon) {
+    double latRad = Math.toRadians(lat);
+    double lonRad = Math.toRadians(lon);
+    double x = Math.cos(latRad) * Math.cos(lonRad);
+    double y = Math.cos(latRad) * Math.sin(lonRad);
+    double z = Math.sin(latRad);
+    return new double[] {x, y, z};
+  }
+
+  public static String[] latLongToNVector(String lat, String lon) {
+    double[] nvec = latLongToNVector(Double.parseDouble(lat), 
Double.parseDouble(lon));
+    return new String[] {
+      Double.toString(nvec[0]), Double.toString(nvec[1]), 
Double.toString(nvec[2])
+    };
+  }
+
+  public static String[] latLongToNVector(String[] latlon) {
+    return latLongToNVector(latlon[0], latlon[1]);
+  }
+
+  public static String[] latLongToNVector(String[] point, NumberFormat 
formatter) throws ParseException {
+    double[] nvec = 
latLongToNVector(formatter.parse(point[0]).doubleValue(),formatter.parse(point[1]).doubleValue());
+    return new String[] {
+            Double.toString(nvec[0]), Double.toString(nvec[1]), 
Double.toString(nvec[2])
+    };
+  }
+
+  public static double[] NVectorToLatLong(double[] n) {
+    return new double[] {
+      Math.asin(n[2]) * (180 / Math.PI), Math.atan(n[1] / n[0]) * (180 / 
Math.PI)

Review Comment:
   Math.toDegrees



##########
solr/core/src/test/org/apache/solr/search/function/distance/NVectorDistTest.java:
##########
@@ -0,0 +1,180 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.search.function.distance;
+
+import org.apache.solr.SolrTestCaseJ4;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.util.Locale;
+
+public class NVectorDistTest extends SolrTestCaseJ4 {
+
+  @BeforeClass
+  public static void beforeClass() throws Exception {
+    System.setProperty("enable.update.log", "false"); // schema12 doesn't 
support _version_
+    initCore("solrconfig-nvector.xml", "schema-nvector.xml");
+  }
+
+  @Override
+  public void setUp() throws Exception {
+    Locale.setDefault(Locale.ENGLISH);//for parsing lat/log correctly in this 
test
+    super.setUp();
+    assertU(delQ("*:*"));
+    assertU(commit());
+  }
+
+  @Test
+  public void testNVector() throws Exception {
+    assertU(adoc("id", "0", "nvector", "52.02471051274793, 
-0.49007556238612354"));
+    assertU(commit());
+    assertJQ(
+        req("defType", "lucene", "q", "*:*", "fl", "id,nvector*", "sort", "id 
asc"),
+        "/response/docs/[0]== {"
+            + "'id':'0',"
+            + "'nvector_0_d1':0.6152990562577377,"
+            + "'nvector_1_d1':-0.005263047078845837,"
+            + "'nvector_2_d1':0.7882762026750415,"
+            + "'nvector':'52.02471051274793, -0.49007556238612354'}");
+
+    assertJQ(
+        req(
+            "defType", "lucene",
+            "q", "*:*",
+            "nvd", "nvdist(52.01966071979866, -0.4983083573742952,nvector)",

Review Comment:
   I missed where 'nvdist' is defined as a function. Do we need to add to 
`ValueSourceParser` static init block?



##########
solr/core/src/java/org/apache/solr/schema/NVectorField.java:
##########
@@ -0,0 +1,285 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.schema;
+
+import org.apache.lucene.document.StoredField;
+import org.apache.lucene.index.IndexableField;
+import org.apache.lucene.index.LeafReaderContext;
+import org.apache.lucene.queries.function.FunctionValues;
+import org.apache.lucene.queries.function.ValueSource;
+import org.apache.lucene.queries.function.valuesource.MultiValueSource;
+import org.apache.lucene.search.SortField;
+import org.apache.solr.common.SolrException;
+import org.apache.solr.response.TextResponseWriter;
+import org.apache.solr.search.QParser;
+import org.apache.solr.uninverting.UninvertingReader;
+import org.apache.solr.util.NVectorUtil;
+
+import java.io.IOException;
+import java.text.NumberFormat;
+import java.text.ParseException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+
+public class NVectorField extends CoordinateFieldType {

Review Comment:
   Ok, fair enough about not extending PointType. As for range queries... does 
NVector efficiently support shape intersections? I'm under the impression that 
it doesn't - that's part of the way that we get such a speed up on distance...



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