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Lucence Spatial Search 3.0.3
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namespace LuceneExample | |
{ | |
#region Namespaces | |
using System; | |
using System.Globalization; | |
using Lucene.Net.Analysis.Standard; | |
using Lucene.Net.Documents; | |
using Lucene.Net.Index; | |
using Lucene.Net.Search; | |
using Lucene.Net.Spatial.Queries; | |
using Lucene.Net.Spatial.Vector; | |
using Lucene.Net.Store; | |
using Spatial4n.Core.Context; | |
using Spatial4n.Core.Distance; | |
using Spatial4n.Core.Shapes; | |
using Directory = Lucene.Net.Store.Directory; | |
using Version = Lucene.Net.Util.Version; | |
#endregion | |
public class SpatialSearch | |
{ | |
private readonly SpatialContext ctx; | |
private readonly Directory directory; | |
private readonly PointVectorStrategy strategy; | |
public SpatialSearch() | |
{ | |
directory = new RAMDirectory(); | |
ctx = SpatialContext.GEO; | |
strategy = new PointVectorStrategy(ctx, "location"); | |
} | |
public void indexDocuments() | |
{ | |
var a = new StandardAnalyzer(Version.LUCENE_30); | |
using (var indexWriter = new IndexWriter(directory, a, IndexWriter.MaxFieldLength.UNLIMITED)) | |
{ | |
indexWriter.AddDocument(newGeoDocument(1, "London", ctx.MakePoint(51.5286416, -0.1015987))); | |
indexWriter.AddDocument(newGeoDocument(2, "Watford", ctx.MakePoint(51.6613588, -0.4055098))); | |
indexWriter.AddDocument(newGeoDocument(3, "Birmingham", ctx.MakePoint(52.4774376, -1.8636314))); | |
indexWriter.AddDocument(newGeoDocument(4, "Edinburgh", ctx.MakePoint(55.9412034, -3.2053834))); | |
indexWriter.AddDocument(newGeoDocument(5, "Leeds", ctx.MakePoint(53.8060026, -1.5357323))); | |
indexWriter.AddDocument(newGeoDocument(6, "Norwich", ctx.MakePoint(52.640143, 1.2868495))); | |
indexWriter.AddDocument(newGeoDocument(7, "New York", ctx.MakePoint(40.7056307, -73.9780035))); | |
indexWriter.AddDocument(newGeoDocument(8, "Dubai", ctx.MakePoint(25.073858, 55.2298445))); | |
indexWriter.Commit(); | |
indexWriter.Optimize(); | |
} | |
} | |
private Document newGeoDocument(int id, String name, Shape shape) | |
{ | |
var doc = new Document(); | |
doc.Add(new Field("id", id.ToString(CultureInfo.InvariantCulture), Field.Store.YES, Field.Index.ANALYZED)); | |
doc.Add(new Field("name", name, Field.Store.YES, Field.Index.ANALYZED)); | |
foreach (AbstractField field in strategy.CreateIndexableFields(shape)) | |
{ | |
doc.Add(field); | |
} | |
doc.Add(new Field(strategy.GetFieldName(), ctx.ToString(shape), Field.Store.YES, Field.Index.NOT_ANALYZED)); | |
return doc; | |
} | |
public void search(Double lat, Double lng, int distance) | |
{ | |
var indexReader = IndexReader.Open(directory, true); | |
var searcher = new IndexSearcher(indexReader); | |
Point p = ctx.MakePoint(lat, lng); | |
var args = new SpatialArgs(SpatialOperation.Intersects, ctx.MakeCircle(lat, lng, DistanceUtils.Dist2Degrees(distance, DistanceUtils.EARTH_MEAN_RADIUS_KM))); | |
Filter filter = strategy.MakeFilter(args); | |
//ValueSource valueSource = strategy.MakeDistanceValueSource(p); | |
var field = new SortField("score", SortField.SCORE, true); | |
var sort = new Sort(field); | |
const int limit = 10; | |
Query q = strategy.MakeQueryDistanceScore(args); | |
TopDocs topDocs = searcher.Search(q, filter, limit, sort); | |
ScoreDoc[] scoreDocs = topDocs.ScoreDocs; | |
foreach (ScoreDoc s in scoreDocs) | |
{ | |
Document doc = searcher.Doc(s.Doc); | |
var docPoint = (Point)ctx.ReadShape(doc.Get(strategy.GetFieldName())); | |
double docDistDEG = ctx.GetDistCalc().Distance(args.Shape.GetCenter(), docPoint); | |
double docDistInKM = DistanceUtils.Degrees2Dist(docDistDEG, DistanceUtils.EARTH_EQUATORIAL_RADIUS_KM); | |
Console.WriteLine("{0}\t{1}\t{2} km ({3})", doc.Get("id"), doc.Get("name"), docDistInKM, s.Score); | |
} | |
} | |
public static void Main() | |
{ | |
var s = new SpatialSearch(); | |
//Indexes sample documents | |
s.indexDocuments(); | |
//Get Places Within 200 kilometers from 20 Aldermanbury Square. | |
s.search(51.516941, -0.0923343, 200); | |
Console.ReadLine(); | |
} | |
} | |
} |
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