Package org.apache.lucene.util.hnsw
Class HnswUtil
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- org.apache.lucene.util.hnsw.HnswUtil
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public class HnswUtil extends Object
Utilities for use in tests involving HNSW graphs
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Method Summary
All Methods Static Methods Concrete Methods Modifier and Type Method Description static boolean
graphIsRooted(IndexReader reader, String vectorField)
In graph theory, "connected components" are really defined only for undirected (ie bidirectional) graphs.
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Method Detail
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graphIsRooted
public static boolean graphIsRooted(IndexReader reader, String vectorField) throws IOException
In graph theory, "connected components" are really defined only for undirected (ie bidirectional) graphs. Our graphs are directed, because of pruning, but they are *mostly* undirected. In this case we compute components starting from a single node so what we are really measuring is whether the graph is a "rooted graph". TODO: measure whether the graph is "strongly connected" ie there is a path from every node to every other node.- Throws:
IOException
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