Fix partial lal graph

ZeroLevel.HNSW/Services/LAL/LALGraph.cs

@@ -30,7 +30,7 @@ namespace ZeroLevel.HNSW
             var C = new Queue<int>();
             var W = new HashSet<int>();
             var entryPoints = context.EntryPoints;
-
+            var nextEntry = new HashSet<int>();
             do
             {
                 foreach (var ep in entryPoints)
@@ -38,7 +38,11 @@ namespace ZeroLevel.HNSW
                     var neighboursIds = _links.FindNeighbors(ep);
                     for (int i = 0; i < neighboursIds.Length; ++i)
                     {
-                        C.Enqueue(neighboursIds[i]);
+                        if (v.Contains(neighboursIds[i]) == false)
+                        {
+                            C.Enqueue(neighboursIds[i]);
+                            nextEntry.Add(neighboursIds[i]);
+                        }
                     }
                     v.Add(ep);
                 }
@@ -54,13 +58,13 @@ namespace ZeroLevel.HNSW
                             W.Add(toExpand);
                             if (W.Count > k)
                             {
-                                var loser_id = DefaultRandomGenerator.Instance.Next(0, W.Count - 1);
                                 W.Remove(W.First());
                             }
                         }
                     }
                 }
-                entryPoints = W.Select(id => id).ToList();
+                entryPoints = nextEntry.Select(id => id).ToList();
+                nextEntry.Clear();
             }
             while (W.Count < k && entryPoints.Any());
             C.Clear();

ZeroLevel.HNSW/Services/LAL/SplittedLALGraph.cs

@@ -15,14 +15,22 @@ namespace ZeroLevel.HNSW
         {
             var partial_k = 1 + (k / _graphs.Count);
             var result = new Dictionary<int, List<int>>();
+            int step = 1;
             foreach (var graph in _graphs)
             {
                 result.Add(graph.Key, new List<int>());
                 var context = contexts[graph.Key];
                 if (context.EntryPoints != null)
                 {
-                    result[graph.Key].AddRange(graph.Value.KNearest(partial_k, context));
+                    var r = graph.Value.KNearest(partial_k, context) as HashSet<int>;
+                    if (r.Count < partial_k)
+                    {
+                        var diff = partial_k - r.Count;
+                        partial_k += diff / (_graphs.Count - step);
+                    }
+                    result[graph.Key].AddRange(r);
                 }
+                step++;
             }
             return result;
         }

ZeroLevel/Services/Transliteration.cs

@@ -59,6 +59,15 @@ namespace ZeroLevel.Services
             return tdict;
         }
 
+        public static bool HasCyrillicSymbols(string line)
+        { 
+            foreach (var ch in line)
+            {
+                if(gost.ContainsKey(ch.ToString()) || iso.ContainsKey(ch.ToString())) return true;
+            }
+            return false;
+        }
+
         static Transliteration()
         {
             gost.Add("Є", "EH");