C# Graph.NewEdgeType方法代码示例

    static readonly string s_licenseDbFile = "c:/4.odb"; // (download from https://www.velocitydb.com/Secure/Download.aspx)

    static void CreateGraph()
    {
      using (SessionNoServer session = new SessionNoServer(systemDir))
      {
        if (Directory.Exists(session.SystemDirectory))
          Directory.Delete(session.SystemDirectory, true); // remove systemDir from prior runs and all its databases.
        // Start an update transaction
        session.BeginUpdate();
        // Copy VelocityDB license database to this database directory
        File.Copy(s_licenseDbFile, Path.Combine(session.SystemDirectory, "4.odb"));
        Graph g = new Graph(session);
        session.Persist(g);

        // Add a node type for the movies, with a unique identifier and two indexed Propertys
        VertexType movieType = g.NewVertexType("Movie");
        PropertyType movieTitleType = g.NewVertexProperty(movieType, "title", DataType.String, PropertyKind.Indexed);
        PropertyType movieYearType = g.NewVertexProperty(movieType, "year", DataType.Integer, PropertyKind.Indexed);

        // Add a node type for the actor
        VertexType actorType = g.NewVertexType("Actor");
        PropertyType actorNameType = g.NewVertexProperty(actorType, "name", DataType.String, PropertyKind.Indexed);

        // Add a directed edge type with a Property for the cast of a movie
        EdgeType castType = g.NewEdgeType("ACTS_IN", false);
        PropertyType castCharacterType = g.NewEdgeProperty(castType, "role", DataType.String, PropertyKind.Indexed);

        // Add some Movies
        Vertex matrix1 = movieType.NewVertex();
        matrix1.SetProperty(movieTitleType, "The Matrix");
        matrix1.SetProperty(movieYearType, (int)1999);

        Vertex matrix2 = movieType.NewVertex();
        matrix2.SetProperty(movieTitleType, "The Matrix Reloaded");
        matrix2.SetProperty(movieYearType, (int)2003);

        Vertex matrix3 = movieType.NewVertex();
        matrix3.SetProperty(movieTitleType, "The Matrix  Revolutions");
        matrix3.SetProperty(movieYearType, (int)2003);

        // Add some Actors
        Vertex keanu = actorType.NewVertex();
        keanu.SetProperty(actorNameType, "Keanu Reeves");

        Vertex laurence = actorType.NewVertex();
        laurence.SetProperty(actorNameType, "Laurence Fishburne");

        Vertex carrieanne = actorType.NewVertex();
        carrieanne.SetProperty(actorNameType, "Carrie-Anne Moss");

        // Add some edges
        Edge keanuAsNeo = castType.NewEdge(keanu, matrix1);
        keanuAsNeo.SetProperty(castCharacterType, "Neo");
        keanuAsNeo = castType.NewEdge(keanu, matrix2);
        keanuAsNeo.SetProperty(castCharacterType, "Neo");
        keanuAsNeo = castType.NewEdge(keanu, matrix3);
        keanuAsNeo.SetProperty(castCharacterType, "Neo");

        Edge laurenceAsMorpheus = castType.NewEdge(laurence, matrix1);
        laurenceAsMorpheus.SetProperty(castCharacterType, "Morpheus");
        laurenceAsMorpheus = castType.NewEdge(laurence, matrix2);
        laurenceAsMorpheus.SetProperty(castCharacterType, "Morpheus");
        laurenceAsMorpheus = castType.NewEdge(laurence, matrix3);
        laurenceAsMorpheus.SetProperty(castCharacterType, "Morpheus");

        Edge carrieanneAsTrinity = castType.NewEdge(carrieanne, matrix1);
        carrieanneAsTrinity.SetProperty(castCharacterType, "Trinity");
        carrieanneAsTrinity = castType.NewEdge(carrieanne, matrix2);
        carrieanneAsTrinity.SetProperty(castCharacterType, "Trinity");
        carrieanneAsTrinity = castType.NewEdge(carrieanne, matrix3);
        carrieanneAsTrinity.SetProperty(castCharacterType, "Trinity");

        // Commit the transaction
        session.Commit();
      }
    }

    public void ingestData()
    {
      if (Directory.Exists(Path.Combine(SessionBase.BaseDatabasePath, s_systemDir)))
        Directory.Delete(Path.Combine(SessionBase.BaseDatabasePath, s_systemDir), true); // remove systemDir from prior runs and all its databases.
      Directory.CreateDirectory(Path.Combine(SessionBase.BaseDatabasePath, s_systemDir));
      File.Copy(s_licenseDbFile, Path.Combine(SessionBase.BaseDatabasePath, s_systemDir, "4.odb"));

      using (SessionNoServer session = new SessionNoServer(s_systemDir, 5000, false, true))
      {
        session.BeginUpdate();
        session.DefaultDatabaseLocation().CompressPages = PageInfo.compressionKind.LZ4;
        Graph g = new Graph(session);

        // SCHEMA
        VertexType userType = g.NewVertexType("User");

        EdgeType friendEdgeType = g.NewEdgeType("Friend", true, userType, userType);

        PropertyType countryProperty = userType.NewProperty("country", DataType.String, PropertyKind.NotIndexed);

        PropertyType incomeProperty = userType.NewProperty("income", DataType.Long, PropertyKind.NotIndexed);

        PropertyType friendshipStartProperty = friendEdgeType.NewProperty("start", DataType.DateTime, PropertyKind.NotIndexed);

        // DATA
        int lineNumber = 0;
        long fiendsCt = 0;
        int stop = (int)Math.Pow(2, 26); // make sure to create enough of these
        for (int i = 1; i < stop; i++)
          g.NewVertex(userType);
        session.Commit();
        session.BeginUpdate();
        foreach (string line in File.ReadLines(s_inputData))
        {
          if (++lineNumber % 10000 == 0)
            Console.WriteLine("Parsing user " + lineNumber + ", friends total: " + fiendsCt + " at " + DateTime.Now);
          string[] fields = line.Split(' ');
          Vertex aUser = null;
          foreach (string s in fields)
          {
            if (s.Length > 0)
            {
              if (aUser == null)
                aUser = new Vertex(g, userType, int.Parse(s));
              else
              {
                ++fiendsCt;
                Vertex aFriend = new Vertex(g, userType, int.Parse(s));
                if (fiendsCt % 2 == 0)
                  aFriend.SetProperty(countryProperty, "Sweden"); // just some random stuff
                else
                  aFriend.SetProperty(incomeProperty, fiendsCt); // just some random stuff
                Edge edge = friendEdgeType.NewEdge(aUser, aFriend);
                if (fiendsCt % 2 == 0)
                  edge.SetProperty(friendshipStartProperty, DateTime.Now);
              }
            }
          }
          if (DataCache.MaximumMemoryUse <= 27000000000)
          {
            if (lineNumber >= 20000) // remove this condition if you have time to wait a long while...
              break;
          }
        }
        Console.WriteLine("Done importing " + lineNumber + " users with " + fiendsCt + " friends");
        session.Commit();
      }
    }

    static int Main(string[] args)
    {
      DataCache.MaximumMemoryUse = 10000000000; // 10 GB, set this to what fits your case
      SupplierTracking supplierTracking = new SupplierTracking();

      using (SessionNoServer session = new SessionNoServer(s_systemDir, 5000, false, true))
      {             
        if (Directory.Exists(session.SystemDirectory))
          Directory.Delete(session.SystemDirectory, true); // remove systemDir from prior runs and all its databases.
        Directory.CreateDirectory(session.SystemDirectory);
        File.Copy(s_licenseDbFile, Path.Combine(session.SystemDirectory, "4.odb"));
        session.BeginUpdate();
        Graph g = new Graph(session, false);

        // SCHEMA
        VertexType warehouseVertexType = g.NewVertexType("Warehouse");
        VertexType supplierVertexType = g.NewVertexType("Supplier");
        EdgeType supplierWarehouseEdgeType = g.NewEdgeType("Warehouse", true, supplierVertexType, warehouseVertexType);
        EdgeType moveToS1EdgeType = g.NewEdgeType("MoveS1To", true, warehouseVertexType, warehouseVertexType);
        EdgeType moveToS2EdgeType = g.NewEdgeType("MoveS2To", true, warehouseVertexType, warehouseVertexType);
        EdgeType moveToS3EdgeType = g.NewEdgeType("MoveS3To", true, warehouseVertexType, warehouseVertexType);
        PropertyType supplierNameProperty = supplierVertexType.NewProperty("name", DataType.String, PropertyKind.NotIndexed);
        PropertyType wareHouseNameProperty = warehouseVertexType.NewProperty("name", DataType.String, PropertyKind.NotIndexed);
        PropertyType howManyS1Property = moveToS1EdgeType.NewProperty("howMany", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType howManyS2Property = moveToS2EdgeType.NewProperty("howMany", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType howManyS3Property = moveToS3EdgeType.NewProperty("howMany", DataType.Integer, PropertyKind.NotIndexed);

        Vertex supplier1 = supplierVertexType.NewVertex();
        supplier1.SetProperty(supplierNameProperty, "S1");

        Vertex supplier2 = supplierVertexType.NewVertex();
        supplier2.SetProperty(supplierNameProperty, "S2");

        Vertex supplier3 = supplierVertexType.NewVertex();
        supplier3.SetProperty(supplierNameProperty, "S3");

        Vertex wareHouse1Supplier1 = warehouseVertexType.NewVertex();
        supplier1.AddEdge(supplierWarehouseEdgeType, wareHouse1Supplier1);
        wareHouse1Supplier1.SetProperty(wareHouseNameProperty, "A01");
        Vertex wareHouse2Supplier1 = warehouseVertexType.NewVertex();
        supplier1.AddEdge(supplierWarehouseEdgeType, wareHouse2Supplier1);
        wareHouse2Supplier1.SetProperty(wareHouseNameProperty, "A02");
        Vertex wareHouse3Supplier1 = warehouseVertexType.NewVertex();
        supplier1.AddEdge(supplierWarehouseEdgeType, wareHouse3Supplier1);
        wareHouse3Supplier1.SetProperty(wareHouseNameProperty, "A05");
        Vertex wareHouse4Supplier1 = warehouseVertexType.NewVertex();
        supplier1.AddEdge(supplierWarehouseEdgeType, wareHouse4Supplier1);
        wareHouse4Supplier1.SetProperty(wareHouseNameProperty, "A06");
        Vertex wareHouse1Supplier2 = warehouseVertexType.NewVertex();
        supplier2.AddEdge(supplierWarehouseEdgeType, wareHouse1Supplier2);
        wareHouse1Supplier2.SetProperty(wareHouseNameProperty, "A03");
        Vertex wareHouse2Supplier2 = warehouseVertexType.NewVertex();
        supplier2.AddEdge(supplierWarehouseEdgeType, wareHouse2Supplier2);
        wareHouse2Supplier2.SetProperty(wareHouseNameProperty, "A07");
        Vertex wareHouse1Supplier3 = warehouseVertexType.NewVertex();
        supplier3.AddEdge(supplierWarehouseEdgeType, wareHouse1Supplier3);
        wareHouse1Supplier3.SetProperty(wareHouseNameProperty, "A04");
        Vertex wareHouse2Supplier3 = warehouseVertexType.NewVertex();
        supplier3.AddEdge(supplierWarehouseEdgeType, wareHouse2Supplier3);
        wareHouse2Supplier3.SetProperty(wareHouseNameProperty, "A08");

        Vertex wareHouseB1 = warehouseVertexType.NewVertex();
        wareHouseB1.SetProperty(wareHouseNameProperty, "B01");
        Vertex wareHouseB2 = warehouseVertexType.NewVertex();
        wareHouseB2.SetProperty(wareHouseNameProperty, "B02");
        Vertex wareHouseB3 = warehouseVertexType.NewVertex();
        wareHouseB3.SetProperty(wareHouseNameProperty, "B03");
        Vertex wareHouseB4 = warehouseVertexType.NewVertex();
        wareHouseB4.SetProperty(wareHouseNameProperty, "B04");

        Vertex wareHouseC1 = warehouseVertexType.NewVertex();
        wareHouseC1.SetProperty(wareHouseNameProperty, "C01");
        Vertex wareHouseC2 = warehouseVertexType.NewVertex();
        wareHouseC2.SetProperty(wareHouseNameProperty, "C02");

        Vertex wareHouseD1 = warehouseVertexType.NewVertex();
        wareHouseD1.SetProperty(wareHouseNameProperty, "D01");

        Edge moveA1toB1 = wareHouse1Supplier1.AddEdge(moveToS1EdgeType, wareHouseB1);
        moveA1toB1.SetProperty(howManyS1Property, 750);

        Edge moveA2toB1 = wareHouse2Supplier1.AddEdge(moveToS1EdgeType, wareHouseB1);
        moveA2toB1.SetProperty(howManyS1Property, 500);

        Edge moveA3toB2 = wareHouse1Supplier2.AddEdge(moveToS2EdgeType, wareHouseB2);
        moveA3toB2.SetProperty(howManyS2Property, 750);

        Edge moveA4toB2 = wareHouse1Supplier3.AddEdge(moveToS3EdgeType, wareHouseB2);
        moveA4toB2.SetProperty(howManyS3Property, 500);

        Edge moveA5toB3 = wareHouse3Supplier1.AddEdge(moveToS1EdgeType, wareHouseB3);
        moveA5toB3.SetProperty(howManyS1Property, 100);

        Edge moveA6toB3 = wareHouse4Supplier1.AddEdge(moveToS1EdgeType, wareHouseB3);
        moveA6toB3.SetProperty(howManyS1Property, 200);

        Edge moveA7toB4 = wareHouse2Supplier2.AddEdge(moveToS2EdgeType, wareHouseB4);
        moveA7toB4.SetProperty(howManyS2Property, 50);

        Edge moveA8toB4 = wareHouse2Supplier3.AddEdge(moveToS3EdgeType, wareHouseB4);
//.........这里部分代码省略.........

    static void Main(string[] args)
    {
      bool import = args.Length > 0 && args[0].ToLower() == "-import";
      bool dirExist = Directory.Exists(s_systemDir);
      if (import || !dirExist)
      {
        if (dirExist)
          Directory.Delete(s_systemDir, true); // remove systemDir from prior runs and all its databases.
        Directory.CreateDirectory(s_systemDir);
        File.Copy(s_licenseDbFile, Path.Combine(s_systemDir, "4.odb"));

        using (SessionNoServer session = new SessionNoServer(s_systemDir))
        {
          DataCache.MaximumMemoryUse = 10000000000; // 10 GB, set this to what fits your case
          session.BeginUpdate();
          session.DefaultDatabaseLocation().CompressPages = PageInfo.compressionKind.LZ4;
          Graph g = new Graph(session);
          session.Persist(g);

          // SCHEMA
          VertexType userType = g.NewVertexType("User");
          PropertyType genderType = userType.NewProperty("Gender", DataType.Integer, PropertyKind.Indexed);

          VertexType ratingType = g.NewVertexType("Rating");
          PropertyType ratingValuePropertyType = ratingType.NewProperty("RatingValue", DataType.Integer, PropertyKind.Indexed);

          EdgeType ratingEdgeType = g.NewEdgeType("UserToRating", true, userType, ratingType);

          EdgeType ratingOfType = g.NewEdgeType("RatingOf", false, userType, userType);
          PropertyType ratingEdgePropertyType = ratingOfType.NewProperty("Rating", DataType.Integer, PropertyKind.Indexed);

          // DATA
          using (FileStream stream = File.OpenRead(System.IO.Path.Combine(s_inputDataDir, "gender.dat")))
          {
            using (StreamReader file = new System.IO.StreamReader(stream))
            {
              string line;
              int lineNumber = 0;
              while ((line = file.ReadLine()) != null)
              {
                lineNumber++;
                string[] fields = line.Split(',');
                Vertex aUser = userType.NewVertex();
                aUser.SetProperty(genderType, (int)fields[1][0] == 'M' ? Gender.Male : fields[1][0] == 'F' ? Gender.Female : Gender.Unknown);
              }
              Console.WriteLine("Done importing " + lineNumber + " users");
            }
          }

          using (FileStream stream = File.OpenRead(System.IO.Path.Combine(s_inputDataDir, "ratings.dat")))
          {
            using (StreamReader file = new System.IO.StreamReader(stream))
            {
              string line;
              int lineNumber = 0;
              Vertex rater = null;
              int raterId;
              int priorRaterId = -1;

              while ((line = file.ReadLine()) != null)
              {
                lineNumber++;
                if (lineNumber % 1000000 == 0)
                  Console.WriteLine("Parsing rating # " + lineNumber);
                string[] fields = line.Split(',');
                raterId = int.Parse(fields[0]);
                if (raterId != priorRaterId)
                  rater = userType.GetVertex(raterId);
                priorRaterId = raterId;
                int ratedId = int.Parse(fields[1]);
                int rating = int.Parse(fields[2]);
                Vertex ratingVertex = (from v in ratingType.GetVertices() where ((int)v.GetProperty(ratingValuePropertyType)) == rating select v).FirstOrDefault();
                if (ratingVertex == null)
                {
                  ratingVertex = ratingType.NewVertex();
                  ratingVertex.SetProperty(ratingValuePropertyType, rating);
                }
                Vertex rated = userType.GetVertex(ratedId);
                Edge aRatingOf = ratingOfType.NewEdge(rater, rated);
                aRatingOf.SetProperty(ratingEdgePropertyType, rating);
                Edge userRating = ratingEdgeType.NewEdge(rated, ratingVertex);
                if (lineNumber >= 10000000) // remove this condition if you have time to wait a while and you have at least 16GB of RAM memory
                  break;
              }
              Console.WriteLine("Done importing " + lineNumber + " ratings");
            }
          }
          session.Commit();
        }
      }
      // Query
      using (SessionNoServer session = new SessionNoServer(s_systemDir))
      {
        session.BeginRead();
        Graph g = Graph.Open(session);
        VertexType userType = g.FindVertexType("User");
        PropertyType genderType = userType.FindProperty("Gender");

        VertexType ratingType = g.FindVertexType("Rating");
        PropertyType ratingValuePropertyType = ratingType.FindProperty("RatingValue");
//.........这里部分代码省略.........

    public void AddVertices()
    {
      using (var session = new SessionNoServer(@"d:\graphtest2"))
      {
        session.DefaultDatabaseLocation().CompressPages = PageInfo.compressionKind.LZ4;
        DataCache.MaximumMemoryUse = 4000000000;
        var sw = new Stopwatch();
        sw.Start();
        //int i = 0;
        //var dbl = new DatabaseLocation(Dns.GetHostEntry("wordanalysis.cloudapp.net").HostName, @"Z:\DBStore\", 0,
        //    3, session);
        //DatabaseLocation bl = session.NewLocation(dbl);
        //session.Commit(false);   
        //        Assert.That(bl!=null);

        // var db = session.OpenDatabase(15, true);
        session.BeginUpdate();
        var graph = new Graph(session);

        //define schema                       Trace.Wri


        VertexType concept = graph.NewVertexType("Concept");
        PropertyType conceptName = concept.NewProperty("ConceptName", DataType.String, PropertyKind.Unique);
        PropertyType conceptSize = concept.NewProperty("ConceptSize", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType conceptFrequency = concept.NewProperty("ConceptFrequency", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType similarity = concept.NewProperty("Similarity", DataType.Double, PropertyKind.NotIndexed);
        PropertyType vagueness = concept.NewProperty("Vagueness", DataType.Double, PropertyKind.NotIndexed);

        VertexType instance = graph.NewVertexType("Instance", concept);
        PropertyType instanceSize = instance.NewProperty("InstanceSize", DataType.Integer,
            PropertyKind.NotIndexed);
        PropertyType instanceName = instance.NewProperty("InstanceName", DataType.String,
            PropertyKind.Unique);
        PropertyType instanceFrequency = instance.NewProperty("InstanceFrequency",
            DataType.Integer,
            PropertyKind.NotIndexed);

        //VertexType attributes = graph.NewVertexType("Attribute");

        ////EdgeType hasAttirbute = attributes.edgattributes.NewHeadToTailEdge(nameScorePair,);
        //EdgeType cooccursWith = graph.NewEdgeType("CooccursWith", true, instance, instance);
        //PropertyType coocurrenceFrequency = namedScore.NewProperty("IntScore", DataType.Integer,
        //    PropertyKind.NotIndexed);

        //VertexType synonym = graph.NewVertexType("Synonym", namedScore);

        //PropertyType synonymScore = synonym.NewProperty("Score", DataType.Integer, PropertyKind.NotIndexed);
        //EdgeType hasSynonym = graph.NewEdgeType("HasSynonym", true, synonym, instance);


        EdgeType isA = graph.NewEdgeType("IsA", true, concept, instance);
        PropertyType frequency = isA.NewProperty("frequency", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType popularity = isA.NewProperty("popularity", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType ZipfSlope = isA.NewProperty("zipf_slope", DataType.Double, PropertyKind.NotIndexed);
        PropertyType ZipfPearson = isA.NewProperty("zipf_pearson", DataType.Double, PropertyKind.NotIndexed);
        EdgeType cooccurence = graph.NewEdgeType("Coocurrence", true, concept, concept);
        //LRVertex vx1 = graph.NewVertex(instance);
        //vx1.SetProperty("Name", "bla");

        //LRVertex vx2 = graph.NewVertex(instance);
        //vx2.SetProperty("bla", "name");
        //LREdge edge = graph.NewEdge(cooccurence, vx1, vx2);

        Vertex v2 = graph.NewVertex(concept);


        v2.SetProperty(conceptName, "factor");
        Vertex v3 = graph.NewVertex(instance);

        v3.SetProperty(instanceName, "age");


        session.Commit();
      }
      using (var session = new SessionNoServer(@"d:\graphtest2"))
      {
        //session.DefaultDatabaseLocation().CompressPages = true;
        DataCache.MaximumMemoryUse = 4000000000;
        var sw = new Stopwatch();
        sw.Start();
        //int i = 0;

        session.BeginRead();
        var graph = Graph.Open(session);

        //define schema                       Trace.Wri


        var vertexTypes = graph.FindVertexTypes();
        //vertexTypes.Select(x => x.TypeName).PrintDump();
        var edgeTypes = graph.FindEdgeTypes();

        VertexType concept = vertexTypes.FirstOrDefault(x => x.TypeName == "Concept") ?? graph.NewVertexType("Concept");

        PropertyType conceptName = concept.FindProperty("ConceptName");
        Assert.IsNotNull(conceptName, "ConceptName");
        PropertyType conceptSize = concept.FindProperty("ConceptSize");
        Assert.IsNotNull(conceptSize, "ConceptSize");
        PropertyType conceptFrequency = concept.FindProperty("ConceptFrequency");
//.........这里部分代码省略.........

    // [Test]
    public void TestVelecoityBuildLocal()
    {
      using (var session = new SessionNoServer(@"d:\graphtest"))
      {
        session.BeginUpdate();
        session.DefaultDatabaseLocation().CompressPages = PageInfo.compressionKind.LZ4;
        DataCache.MaximumMemoryUse = 2000000000;
        //var dbl = new DatabaseLocation(Dns.GetHostEntry("wordanalysis.cloudapp.net").HostName, @"Z:\DBStore\", 0,
        //    3, session);
        //DatabaseLocation bl = session.NewLocation(dbl);
        //session.Commit(false);   
        //        Assert.That(bl!=null);

        var graph = new Graph(session);
        session.Persist(graph);
        //define schema
        // session.BeginUpdate();
        VertexType namedScore = graph.NewVertexType("NamedScore");
        PropertyType name = namedScore.NewProperty("Name", DataType.String, PropertyKind.Indexed);
        PropertyType int_score = namedScore.NewProperty("IntScore", DataType.Integer,
            PropertyKind.NotIndexed);
        PropertyType double_score = namedScore.NewProperty("DoubleScore", DataType.Double,
            PropertyKind.NotIndexed);

        VertexType concept = graph.NewVertexType("Concept");
        PropertyType conceptName = concept.NewProperty("Name", DataType.String, PropertyKind.Unique);
        PropertyType conceptSize = concept.NewProperty("ConceptSize", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType conceptFrequency = concept.NewProperty("ConceptFrequency", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType similarity = concept.NewProperty("Similarity", DataType.Double, PropertyKind.NotIndexed);
        PropertyType vagueness = concept.NewProperty("Vagueness", DataType.Double, PropertyKind.NotIndexed);

        VertexType instance = graph.NewVertexType("Instance", concept);
        PropertyType instanceSize = instance.NewProperty("InstanceSize", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType instanceFrequency = instance.NewProperty("InstanceFrequency", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType instanceName = instance.NewProperty("Name", DataType.String, PropertyKind.Unique);

        VertexType attributes = graph.NewVertexType("Attribute", namedScore);

        //EdgeType hasAttirbute = attributes.edgattributes.NewHeadToTailEdge(nameScorePair,);
        EdgeType cooccursWith = graph.NewEdgeType("CooccursWith", true, instance, instance);
        PropertyType coocurrenceFrequency = namedScore.NewProperty("IntScore", DataType.Integer, PropertyKind.NotIndexed);

        VertexType synonym = graph.NewVertexType("Synonym", namedScore);

        PropertyType synonymScore = synonym.NewProperty("Score", DataType.Integer, PropertyKind.NotIndexed);
        EdgeType hasSynonym = graph.NewEdgeType("HasSynonym", true, synonym, instance);


        EdgeType isA = graph.NewEdgeType("IsA", true, concept, instance);
        PropertyType frequency = isA.NewProperty("frequency", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType popularity = isA.NewProperty("popularity", DataType.Integer, PropertyKind.NotIndexed);
        PropertyType ZipfSlope = isA.NewProperty("zipf_slope", DataType.Double, PropertyKind.NotIndexed);
        PropertyType ZipfPearson = isA.NewProperty("zipf_pearson", DataType.Double, PropertyKind.NotIndexed);
        EdgeType cooccurence = graph.NewEdgeType("Coocurrence", true, concept, concept);
        //Vertex vx1 = graph.NewVertex(instance);
        //vx1.SetProperty("Name", "bla");

        //Vertex vx2 = graph.NewVertex(instance);
        //vx2.SetProperty("bla", "name");
        //Edge edge = graph.NewEdge(cooccurence, vx1, vx2);

        using (var llz = new StreamReader(@"d:\isa_core.txt"))
        {
          string lastConcept = string.Empty;
          while (!llz.EndOfStream)
          {
            string ln = llz.ReadLine();
            if (string.IsNullOrEmpty(ln)) continue;
            string[] items = ln.Split(new[] { '\t' });

            if (items.Length < 4) continue;

            int id = -1;
            if (!int.TryParse(items[2], out id)) continue;
            var conceptVertex = graph.FindVertex(conceptName, items[0], false);
            if (conceptVertex == null)
            {
              conceptVertex = graph.NewVertex(concept);
              conceptVertex.SetProperty(conceptName, items[0]);
              conceptVertex.SetProperty(conceptFrequency, int.Parse(items[4]));
              conceptVertex.SetProperty(conceptSize, int.Parse(items[5]));
              double d = double.NaN;
              double.TryParse(items[6], out d);
              conceptVertex.SetProperty(vagueness, d);
              d = double.NaN;
              double.TryParse(items[7], out d);
              conceptVertex.SetProperty(ZipfSlope, d);
              d = double.NaN;
              double.TryParse(items[8], out d);
              conceptVertex.SetProperty(ZipfPearson, d);
            }
            var instanceVertex = graph.FindVertex(instanceName, items[1], false);

            if (instanceVertex == null)
            {
              instanceVertex = graph.NewVertex(instance);
              instanceVertex.SetProperty(instanceFrequency, int.Parse(items[9]));
              instanceVertex.SetProperty(instanceSize, int.Parse(items[10]));
            }
//.........这里部分代码省略.........

    public void Create1Vertices(bool vertexIdSetPerVertexType)
    {
      DataCache.MaximumMemoryUse = 10000000000; // 10 GB
      bool dirExist = Directory.Exists(systemDir);
      try
      {
        if (Directory.Exists(systemDir))
          Directory.Delete(systemDir, true); // remove systemDir from prior runs and all its databases.
        Directory.CreateDirectory(systemDir);
        File.Copy(licenseDbFile, Path.Combine(systemDir, "4.odb"));
      }
      catch
      {
        File.Copy(licenseDbFile, Path.Combine(systemDir, "4.odb"));
      }

      using (SessionNoServer session = new SessionNoServer(systemDir, 5000, false, true))
      {
        session.BeginUpdate();
        Graph g = new Graph(session, vertexIdSetPerVertexType);
        session.Persist(g);
        VertexType userType = g.NewVertexType("User");
        VertexType otherType = g.NewVertexType("Other");
        PropertyType userNamePropertyType = g.NewVertexProperty(userType, "NAME", DataType.String, PropertyKind.Indexed);
        VertexType powerUserType = g.NewVertexType("PowerUser", userType);
        EdgeType userFriendEdgeType = g.NewEdgeType("Friend", true, userType, userType);
        EdgeType userBestFriendEdgeType = g.NewEdgeType("Best Friend", true, userType, userType, userFriendEdgeType);
        EdgeType otherEdgeType = g.NewEdgeType("Other", true, userType, userType);
        PropertyType bestFriendPropertyType = g.NewEdgeProperty(userFriendEdgeType, "START", DataType.DateTime, PropertyKind.Indexed);
        Vertex kinga = userType.NewVertex();
        Vertex robin = userType.NewVertex();
        Vertex mats = powerUserType.NewVertex();
        Vertex chiran = powerUserType.NewVertex();
        Vertex other = otherType.NewVertex();
        Edge bestFriend = kinga.AddEdge(userBestFriendEdgeType, robin);
        Edge otherEdge = kinga.AddEdge(otherEdgeType, robin);
        DateTime now = DateTime.UtcNow;
        mats.SetProperty("Address", 1);
        bestFriend.SetProperty(bestFriendPropertyType, now);
        kinga.SetProperty(userNamePropertyType, "Kinga");
        if (g.VertexIdSetPerType == false)
          mats.SetProperty(userNamePropertyType, "Mats");
        else
        {
          try
          {
            mats.SetProperty(userNamePropertyType, "Mats");
            Assert.Fail("Invalid property for VertexType not handled");
          }
          catch (Exception)
          {
          }
        }
        try
        {
          other.SetProperty(userNamePropertyType, "Mats");
          Assert.Fail("Invalid property for VertexType not handled");
        }
        catch (Exception)
        {
        }       
        try
        {
          otherEdge.SetProperty(bestFriendPropertyType, now);
          Assert.Fail("Invalid property for VertexType not handled");
        }
        catch (Exception)
        {
        }
        Vertex findMats = userNamePropertyType.GetPropertyVertex("Mats", true);
        var list = userNamePropertyType.GetPropertyVertices("Mats", true).ToList();
        //Edge findWhen = bestFriendPropertyType.GetPropertyEdge(now);
        //var list2 = bestFriendPropertyType.GetPropertyEdges(now);
        Console.WriteLine(findMats);
       // session.Commit();
       // session.BeginRead();
        PropertyType adressProperty = g.FindVertexProperty(powerUserType, "Address");
        Vertex find1 = adressProperty.GetPropertyVertex(1, true);
        session.Abort();
        /*session.BeginUpdate();
        g.Unpersist(session);
        session.Commit();
        dirExist = Directory.Exists(systemDir);
        try
        {
          if (Directory.Exists(systemDir))
            Directory.Delete(systemDir, true); // remove systemDir from prior runs and all its databases.
          Directory.CreateDirectory(systemDir);
          File.Copy(licenseDbFile, Path.Combine(systemDir, "4.odb"));
        }
        catch
        {
          File.Copy(licenseDbFile, Path.Combine(systemDir, "4.odb"));
        }*/

      }

      using (SessionNoServer session = new SessionNoServer(systemDir, 5000, false, true))
      {
        session.BeginUpdate();
//.........这里部分代码省略.........

    public void TraverseTest()
    {
      using (SessionNoServer session = new SessionNoServer(systemDir))
      {
        session.BeginUpdate();
        Graph g = new Graph(session);
        session.Persist(g);

        VertexType Airport_Type = g.NewVertexType("Airport");
        PropertyType Airport_Name_Type = g.NewVertexProperty(Airport_Type, "Airport", DataType.String, PropertyKind.Indexed);

        VertexType Flight_Type = g.NewVertexType("Flight");
        PropertyType Flight_Name_Type = g.NewVertexProperty(Flight_Type, "Flight", DataType.String, PropertyKind.Indexed);
        PropertyType Flight_Origin_Type = g.NewVertexProperty(Flight_Type, "Origin", DataType.String, PropertyKind.Indexed);
        PropertyType Flight_Dest_Type = g.NewVertexProperty(Flight_Type, "Destination", DataType.String, PropertyKind.Indexed);

        EdgeType origin_for = g.NewEdgeType("origin for", true, Airport_Type, Flight_Type);
        EdgeType arrives_at = g.NewEdgeType("arrives at", true, Flight_Type, Airport_Type);

        Vertex sydney = Airport_Type.NewVertex();
        sydney.SetProperty(Airport_Name_Type, "SYD");

        Vertex london = Airport_Type.NewVertex();
        london.SetProperty(Airport_Name_Type, "LHR");

        Vertex madrid = Airport_Type.NewVertex();
        madrid.SetProperty(Airport_Name_Type, "MAD");

        Vertex dubai = Airport_Type.NewVertex();
        dubai.SetProperty(Airport_Name_Type, "DBX");

        // sydney to london
        Vertex qf1 = Flight_Type.NewVertex();
        qf1.SetProperty(Flight_Name_Type, "QF1");
        qf1.SetProperty(Flight_Origin_Type, "SYD");
        qf1.SetProperty(Flight_Dest_Type, "LHR");

        //london to sydney
        Vertex qf2 = Flight_Type.NewVertex();
        qf2.SetProperty(Flight_Name_Type, "QF2");
        qf2.SetProperty(Flight_Origin_Type, "LHR");
        qf2.SetProperty(Flight_Dest_Type, "SYD");

        //london to madrid
        Vertex ba512 = Flight_Type.NewVertex();
        ba512.SetProperty(Flight_Name_Type, "BA512");
        ba512.SetProperty(Flight_Origin_Type, "LHR");
        ba512.SetProperty(Flight_Dest_Type, "MAD");

        //madrid to london
        Vertex ba461 = Flight_Type.NewVertex();
        ba461.SetProperty(Flight_Name_Type, "BA461");
        ba461.SetProperty(Flight_Origin_Type, "MAD");
        ba461.SetProperty(Flight_Dest_Type, "LHR");

        //sydney to dubai
        Vertex qf414 = Flight_Type.NewVertex();
        qf414.SetProperty(Flight_Name_Type, "QF414");
        qf414.SetProperty(Flight_Origin_Type, "SYD");
        qf414.SetProperty(Flight_Dest_Type, "DBX");

        //dubai to sydney
        Vertex qf413 = Flight_Type.NewVertex();
        qf413.SetProperty(Flight_Name_Type, "QF413");
        qf413.SetProperty(Flight_Origin_Type, "DBX");
        qf413.SetProperty(Flight_Dest_Type, "SYD");

        //sydney to london
        Vertex ba999 = Flight_Type.NewVertex();
        ba999.SetProperty(Flight_Name_Type, "BA999");
        ba999.SetProperty(Flight_Origin_Type, "SYD");
        ba999.SetProperty(Flight_Dest_Type, "LHR");

        Vertex ba888 = Flight_Type.NewVertex();
        ba888.SetProperty(Flight_Name_Type, "BA888");
        ba888.SetProperty(Flight_Origin_Type, "LHR");
        ba888.SetProperty(Flight_Dest_Type, "SYD");

        Edge anEdge;
        anEdge = g.NewEdge(origin_for, sydney, qf1);
        anEdge = g.NewEdge(arrives_at, qf1, london);

        anEdge = g.NewEdge(origin_for, london, qf2);
        anEdge = g.NewEdge(arrives_at, qf2, sydney);

        anEdge = g.NewEdge(origin_for, london, ba512);
        anEdge = g.NewEdge(arrives_at, ba512, madrid);

        anEdge = g.NewEdge(origin_for, madrid, ba461);
        anEdge = g.NewEdge(arrives_at, ba461, london);

        anEdge = g.NewEdge(origin_for, sydney, qf414);
        anEdge = g.NewEdge(arrives_at, qf414, dubai);

        anEdge = g.NewEdge(origin_for, dubai, qf413);
        anEdge = g.NewEdge(arrives_at, qf413, sydney);

        anEdge = g.NewEdge(origin_for, sydney, ba999);
        anEdge = g.NewEdge(arrives_at, ba999, london);

//.........这里部分代码省略.........

    static readonly string systemDir = "VelocityGraphSample"; // appended to SessionBase.BaseDatabasePath

    static void Main(string[] args)
    {
      using (SessionNoServer session = new SessionNoServer(systemDir))
      {
        if (Directory.Exists(session.SystemDirectory))
          Directory.Delete(session.SystemDirectory, true); // remove systemDir from prior runs and all its databases.
        Console.WriteLine("Running with databases in directory: " + session.SystemDirectory);
        session.BeginUpdate();
        Graph g = new Graph(session);
        session.Persist(g);

        // SCHEMA
        // Add a node type for the movies, with a unique identifier and two indexed Propertys
        VertexType movieType = g.NewVertexType("MOVIE");
        PropertyType movieTitleType = g.NewVertexProperty(movieType, "TITLE", DataType.String, PropertyKind.Indexed);
        PropertyType movieYearType = g.NewVertexProperty(movieType, "YEAR", DataType.Integer, PropertyKind.Indexed);

        // Add a node type for the people, with a unique identifier and an indexed Property
        VertexType peopleType = g.NewVertexType("PEOPLE");
        PropertyType peopleNameType = g.NewVertexProperty(peopleType, "NAME", DataType.String, PropertyKind.Indexed);

        // Add an undirected edge type with a Property for the cast of a movie
        EdgeType castType = g.NewEdgeType("CAST", false);
        PropertyType castCharacterType = g.NewEdgeProperty(castType, "CHARACTER", DataType.String, PropertyKind.Indexed);

        // Add a directed edge type restricted to go from people to movie for the director of a movie
        EdgeType directsType = g.NewEdgeType("DIRECTS", true, peopleType, movieType);

        // DATA
        // Add some MOVIE nodes

        Vertex mLostInTranslation = movieType.NewVertex();
        mLostInTranslation.SetProperty(movieTitleType, "Lost in Translation");
        mLostInTranslation.SetProperty(movieYearType, (int)2003);

        Vertex mVickyCB = movieType.NewVertex();
        mVickyCB.SetProperty(movieTitleType, "Vicky Cristina Barcelona");
        mVickyCB.SetProperty(movieYearType, (int)2008);

        Vertex mManhattan = movieType.NewVertex();
        mManhattan.SetProperty(movieTitleType, "Manhattan");
        mManhattan.SetProperty(movieYearType, (int)1979);

        // Add some PEOPLE nodes
        Vertex pScarlett = peopleType.NewVertex();
        pScarlett.SetProperty(peopleNameType, "Scarlett Johansson");

        Vertex pBill = peopleType.NewVertex();
        pBill.SetProperty(peopleNameType, "Bill Murray");

        Vertex pSofia = peopleType.NewVertex();
        pSofia.SetProperty(peopleNameType, "Sofia Coppola");

        Vertex pWoody = peopleType.NewVertex();
        pWoody.SetProperty(peopleNameType, "Woody Allen");

        Vertex pPenelope = peopleType.NewVertex();
        pPenelope.SetProperty(peopleNameType, "Penélope Cruz");

        Vertex pDiane = peopleType.NewVertex();
        pDiane.SetProperty(peopleNameType, "Diane Keaton");

        // Add some CAST edges
        Edge anEdge;
        anEdge = g.NewEdge(castType, mLostInTranslation, pScarlett);
        anEdge.SetProperty(castCharacterType, "Charlotte");

        anEdge = g.NewEdge(castType, mLostInTranslation, pBill);
        anEdge.SetProperty(castCharacterType, "Bob Harris");

        anEdge = g.NewEdge(castType, mVickyCB, pScarlett);
        anEdge.SetProperty(castCharacterType, "Cristina");

        anEdge = g.NewEdge(castType, mVickyCB, pPenelope);
        anEdge.SetProperty(castCharacterType, "Maria Elena");

        anEdge = g.NewEdge(castType, mManhattan, pDiane);
        anEdge.SetProperty(castCharacterType, "Mary");

        anEdge = g.NewEdge(castType, mManhattan, pWoody);
        anEdge.SetProperty(castCharacterType, "Isaac");

        // Add some DIRECTS edges
        anEdge = g.NewEdge(directsType, pSofia, mLostInTranslation);
        anEdge = g.NewEdge(directsType, pWoody, mVickyCB);
        anEdge = g.NewEdge(directsType, pWoody, mManhattan);

        // QUERIES
        // Get the movies directed by Woody Allen
        Dictionary<Vertex, HashSet<Edge>> directedByWoody = pWoody.Traverse(directsType, Direction.Out);

        // Get the cast of the movies directed by Woody Allen
        Dictionary<Vertex, HashSet<Edge>> castDirectedByWoody = g.Traverse(directedByWoody.Keys.ToArray(), castType, Direction.Both);

        // Get the movies directed by Sofia Coppola
        Dictionary<Vertex, HashSet<Edge>> directedBySofia = pSofia.Traverse(directsType, Direction.Out);

        // Get the cast of the movies directed by Sofia Coppola
//.........这里部分代码省略.........