public void Should_Execute_Batch_Of_Traversals(string graphName, GraphProtocol protocol)
{
if (graphName == BaseIntegrationTest.DefaultCoreGraphName &&
!TestDseVersion.VersionMatch(
new Version(6, 8), TestClusterManager.DseVersion, Comparison.GreaterThanOrEqualsTo))
{
Assert.Ignore("Test requires DSE 6.8");
}
var g = DseGraph.Traversal(Session, new GraphOptions().SetName(graphName));
if (graphName == BaseIntegrationTest.DefaultCoreGraphName)
{
g = g.With("allow-filtering");
}
var batch = DseGraph.Batch(new GraphOptions().SetName(graphName).SetWriteConsistencyLevel(ConsistencyLevel.LocalQuorum));
batch
.Add(g.AddV("character").Property("name", "Matias").Property("age", 12).Property("tag", "batch1"))
.Add(g.AddV("character").Property("name", "Olivia").Property("age", 8).Property("tag", "batch1"));
var rs = Session.ExecuteGraph(batch);
Assert.AreEqual(protocol, rs.GraphProtocol);
var list = g.V().Has("character", "tag", "batch1").Values <string>("name").ToList();
CollectionAssert.AreEquivalent(new [] { "Matias", "Olivia" }, list);
}
public void Should_Retrieve_Path_With_Labels()
{
var g = DseGraph.Traversal(Session);
var result = g.V().HasLabel("person").Has("name", "marko").As("a")
.OutE("knows").As("b")
.InV().As("c", "d")
.OutE("created").As("e", "f", "g")
.InV().As("h")
.Path().ToList();
Assert.AreEqual(2, result.Count);
foreach (var path in result)
{
var pathObjs = path.Objects;
Assert.AreEqual(5, pathObjs.Count);
var marko = (Gremlin.Net.Structure.Vertex)pathObjs[0];
var knows = (Gremlin.Net.Structure.Edge)pathObjs[1];
var josh = (Gremlin.Net.Structure.Vertex)pathObjs[2];
var created = (Gremlin.Net.Structure.Edge)pathObjs[3];
var software = (Gremlin.Net.Structure.Vertex)pathObjs[4];
Assert.AreEqual(marko.Label, "person");
Assert.AreEqual(knows.Label, "knows");
Assert.AreEqual(josh.Label, "person");
Assert.AreEqual(created.Label, "created");
Assert.AreEqual(software.Label, "software");
}
}
public static void Main()
{
IDseCluster cluster = DseCluster.Builder().
AddContactPoint("127.0.0.1").
WithGraphOptions(new GraphOptions().SetName("killrvideo")).
Build();
IDseSession session = cluster.Connect();
var killr = DseGraph.Traversal(session);
PrintHeader("Actors for Young Guns", "killr.Movies(\"Young Guns\").Actors().Values(\"name\")");
var results = killr.Movies("Young Guns").Actors().Values <string>("name").ToList();
PrintItems(results);
PrintHeader("Ratings Distribution by Age for Young Guns", "killr.Movies(\"Young Guns\").Ratings().DistributionForAges(18, 40)");
IDictionary <string, long> ratingsByAge = killr.Movies("Young Guns").Ratings().DistributionForAges(18, 40).Next();
var pairs = String.Join(", ", ratingsByAge.Select(kvp => kvp.Key + "=" + kvp.Value.ToString()));
Console.WriteLine($"[{pairs}]");
PrintHeader("Failed Validation", "killr.Movies(\"Young Guns\").Ratings().DistributionForAges(17,40)");
try
{
killr.Movies("Young Guns").Ratings().DistributionForAges(17, 40).Next();
}
catch (ArgumentException ae)
{
Console.WriteLine($"Caught ArgumentException: {ae.Message}");
}
PrintHeader("Five Recommendations for u460", "killr.Users(\"u460\").Recommend(5, 7).Values(KEY_TITLE)");
results = killr.Users("u460").Recommend(5, 7).Values <string>(KeyTitle).ToList();
PrintItems(results);
PrintHeader("Five Recommendations for u460 that are comedies", "killr.Users(\"u460\").Recommend(5, 7, Genre(COMEDY)).Values(KEY_TITLE)");
results = killr.Users("u460").Recommend(5, 7, Genre(Comedy)).Values <string>(KeyTitle).ToList();
PrintItems(results);
PrintHeader("Five Recommendations for u460 that use larger actor sampling and are comedies", "killr.users(\"u460\").recommend(5, 7, genre(COMEDY)).values(KEY_TITLE)");
results = killr.Users("u460").Recommend(5, 7, LargeSample, Genre(Comedy)).Values <string>(KeyTitle).ToList();
PrintItems(results);
PrintHeader("Include some additional graph statistics about Young Guns", "killr.movies(\"Young Guns\").enrich(IN_DEGREE, OUT_DEGREE)");
IDictionary <object, object> enriched = killr.Movies("Young Guns").enrich(InDegree, OutDegree).Next();
pairs = String.Join(", ", enriched.Select(kvp => kvp.Key + "=" + kvp.Value.ToString()));
Console.WriteLine($"[{pairs}]");
PrintHeader("Insert/update movie and a actors for that movie", "killr.movie(\"m100000\", \"Manos: The Hands of Fate\",...).actor(...)");
killr.Movie("m100000", "Manos: The Hands of Fate", 1966, 70, "USA", "Sun City Films").
Ensure <Vertex, object, Vertex>(__KillrVideo.Actor("p1000000", "Tom Neyman")).
Ensure <Vertex, object, Vertex>(__KillrVideo.Actor("p1000001", "John Reynolds")).
Ensure <Vertex, object, Vertex>(__KillrVideo.Actor("p1000002", "Diane Mahree")).
Iterate();
Console.WriteLine("Updated 'Manos: The Hands of Fate'");
PrintHeader("Get the actors for the newly added movie", "killr.movies(\"Manos: The Hands of Fate\").actors().values(\"name\")");
results = killr.Movies("Manos: The Hands of Fate").Actors().Values <String>("name").ToList();
PrintItems(results);
}
public void Should_Be_Able_To_Query_With_Predicate()
{
var g = DseGraph.Traversal(Session);
var edges = g.With("allow-filtering").E().HasLabel("knows").Has("weight", P.Gte(0.5f)).ToList();
TraversalCoreIntegrationTest.VerifyEdgeResults(edges, 2, "knows");
edges = g.With("allow-filtering").E().HasLabel("knows").Has("weight", P.Between(0.4f, 0.6f)).ToList();
TraversalCoreIntegrationTest.VerifyEdgeResults(edges, 1, "knows");
edges = g.With("allow-filtering").E().HasLabel("knows").Has("weight", P.Eq(0.5f)).ToList();
TraversalCoreIntegrationTest.VerifyEdgeResults(edges, 1, "knows");
edges = g.With("allow-filtering").E().HasLabel("knows").Has("weight", P.Eq(0.5f)).ToList();
TraversalCoreIntegrationTest.VerifyEdgeResults(edges, 1, "knows");
var vertices = g.With("allow-filtering").V().HasLabel("person").Has("name", P.Eq("marko")).ToList();
TraversalCoreIntegrationTest.VerifyVertexResults(vertices, 1, "person");
vertices = g.With("allow-filtering").V().HasLabel("person").Has("name", P.Neq("marko")).ToList();
TraversalCoreIntegrationTest.VerifyVertexResults(vertices, 3, "person");
vertices = g.With("allow-filtering").V().HasLabel("person").Has("name", P.Within("marko", "josh", "john")).ToList();
TraversalCoreIntegrationTest.VerifyVertexResults(vertices, 2, "person");
}
/// <summary>
/// Create new node in the Graph for
/// </summary>
public async Task UpdatGraphForNewVideo(YouTubeVideoAdded video)
{
String videoId = video.VideoId.ToGuid().ToString();
String userId = video.UserId.ToGuid().ToString();
Logger.Information("{user} Inserting video {video} to graph", userId, videoId);
// Create Traversal to add a Vertex Video, Edge 'upload from user to Vide, and Tags
var traversal = DseGraph.Traversal(_session)
// Creating Video Vertex based on ID
.CreateOrUpdateVideoVertex(
videoId,
video.Name,
video.Description,
video.PreviewImageLocation
)
// Edge User -- Uploaded --> Video
.CreateEdgeUploadedForUserAndVideo(userId);
// Add Tags Vertices and edges to video
foreach (string tag in video.Tags)
{
traversal.CreateTagVertexAndEdgeToVideo(tag);
}
await _session.ExecuteGraphAsync(traversal);
}
public void TraversalBatch_Should_Use_GraphOptions()
{
TraversalUnitTest.WithMock((ISession session, ref IGraphStatement statement) =>
{
var g = DseGraph.Traversal(session);
var options = new GraphOptions().SetName("name1")
.SetReadConsistencyLevel(ConsistencyLevel.LocalQuorum)
.SetWriteConsistencyLevel(ConsistencyLevel.Quorum)
.SetReadTimeoutMillis(123499);
var batch = DseGraph.Batch(options);
batch
.Add(g.AddV("person").Property("name", "Matias").Property("age", 12))
.Add(g.AddV("person").Property("name", "Olivia").Property("age", 8));
session.ExecuteGraph(batch);
Assert.NotNull(statement);
Assert.IsInstanceOf <FluentGraphStatement>(statement);
var query = (IEnumerable <Bytecode>)((FluentGraphStatement)statement).QueryBytecode;
Assert.AreEqual("bytecode-json", statement.GraphLanguage);
TraversalUnitTest.CompareGraphOptionsOnStatement(options, statement);
var traversals = query.ToList();
Assert.AreEqual(2, traversals.Count);
Assert.AreEqual(3, traversals.ElementAt(0).StepInstructions.Count);
Assert.AreEqual(3, traversals.ElementAt(1).StepInstructions.Count);
});
}
/// <summary>
/// Gets the personalized video suggestions for a specific user.
/// Based on DSL tutorial provided here, we changed the recommendation from pre-aggration
/// tables to real-time graph recommendation.
/// https://academy.datastax.com/content/gremlin-dsls-net-dse-graph
/// </summary>
public override async Task <GetSuggestedForUserResponse> GetSuggestedForUser(GetSuggestedForUserRequest request,
ServerCallContext context)
{
Logger.Information("Request suggested video(s) for user {user}", request.UserId.Value);
GraphTraversalSource g = DseGraph.Traversal(_session);
// DSL Baby !
var traversal = g.RecommendVideos(request.UserId.ToGuid().ToString(), 5, 4, 1000, 5);
GraphResultSet result = await _session.ExecuteGraphAsync(traversal);
// Building GRPC response from list of results vertices (hopefully 'numberOfVideosExpected')
var grpcResponse = new GetSuggestedForUserResponse
{
UserId = request.UserId,
PagingState = ""
};
foreach (IVertex vertex in result.To <IVertex>())
{
Logger.Information("Result " + vertex);
grpcResponse.Videos.Add(MapVertexToVideoPreview(vertex));
}
return(grpcResponse);
}
public async Task RateVideoInGraph(String videoId, String userId, int rating)
{
var traversal = DseGraph.Traversal(_session).V(); //Added V() here so it doesn't fail
//TODO Not sure what is expected here
// .UserRateVideo(userId, videoId, rating);
await _session.ExecuteGraphAsync(traversal);
}
public void Should_Execute_Trasversal_With_Enums()
{
var g = DseGraph.Traversal(Session);
var enums = g.With("allow-filtering").V().HasLabel("person").Has("age").Order().By("age", Order.Decr).ToList();
Assert.AreEqual(4, enums.Count);
}
public void Should_Handle_Result_With_Mixed_Object()
{
var g = DseGraph.Traversal(Session);
var result = g.With("allow-filtering").V().HasLabel("software")
.As("a", "b", "c")
.Select <object>("a", "b", "c")
.By("name")
.By("lang")
.By(__.In("created").Values <string>("name").Fold()).ToList();
Assert.AreEqual(2, result.Count);
var lop = result.FirstOrDefault(software => software["a"].Equals("lop"));
var ripple = result.FirstOrDefault(software => software["a"].Equals("ripple"));
Assert.IsNotNull(lop);
Assert.IsNotNull(ripple);
Assert.AreEqual("java", lop["b"]);
Assert.AreEqual("java", ripple["b"]);
var lopDevs = (lop["c"] as IEnumerable).Cast <string>();
var rippleDevs = (ripple["c"] as IEnumerable).Cast <string>();
Assert.AreEqual(3, lopDevs.Count());
Assert.AreEqual(1, rippleDevs.Count());
Assert.True(lopDevs.Contains("marko"));
Assert.True(lopDevs.Contains("josh"));
Assert.True(lopDevs.Contains("peter"));
}
public void Should_Make_OLAP_Query_Using_Traversal()
{
var g = DseGraph.Traversal(Session, new GraphOptions().SetSourceAnalytics());
var result = g.V().HasLabel("person")
.PeerPressure().By("cluster").ToList();
Assert.AreEqual(4, result.Count);
}
public void Should_Be_Able_To_Create_Vertex_With_MetaProperties()
{
var g = DseGraph.Traversal(Session);
g.AddV("meta_v")
.Property("meta_prop", "White Walkers", "sub_prop", "Dragonglass", "sub_prop2", "Valyrian steel")
.Next();
StatementClassicIntegrationTest.VerifyMetaProperties(Session, g, "White Walkers", "Dragonglass", "Valyrian steel");
g.V().HasLabel("meta_v").Drop().Next();
}
public void Should_Override_Cluster_Options()
{
var g = DseGraph.Traversal(Session, new GraphOptions().SetName("non_existing_graph"));
// Its supposed to be InvalidQueryException but DSE 6.0 introduced a bug: DSP-15783
if (TestClusterManager.DseVersion < new Version(6, 0))
{
Assert.Throws <InvalidQueryException>(() => g.V().HasLabel("person").ToList());
}
}
public void Should_Set_The_Graph_Language()
{
TraversalUnitTest.WithMock((ISession session, ref IGraphStatement statement) =>
{
var g = DseGraph.Traversal(session);
g.V().ToList();
Assert.NotNull(statement);
Assert.AreEqual("bytecode-json", statement.GraphLanguage);
});
}
public void Should_Parse_Property_Values()
{
var g = DseGraph.Traversal(Session);
var names = g.V().HasLabel("person").Values <string>("name").ToList();
Assert.GreaterOrEqual(names.Count, 4);
CollectionAssert.Contains(names, "peter");
CollectionAssert.Contains(names, "josh");
CollectionAssert.Contains(names, "vadas");
CollectionAssert.Contains(names, "marko");
}
public void Should_Parse_Vertices()
{
var g = DseGraph.Traversal(Session);
var vertices = g.V().HasLabel("person").ToList();
Assert.GreaterOrEqual(vertices.Count, 4);
foreach (var vertex in vertices)
{
Assert.AreEqual("person", vertex.Label);
}
}
public async Task Should_Execute_A_Traversal()
{
var g = DseGraph.Traversal(Session);
var rs = await Session.ExecuteGraphAsync(g.V().HasLabel("person").Has("name", P.Eq("marko")));
var rsSync = Session.ExecuteGraph(g.V().HasLabel("person").Has("name", P.Eq("marko")));
// The result should be DSE driver vertices
StatementCoreIntegrationTest.VerifyGraphResultSet(Session, rs);
StatementCoreIntegrationTest.VerifyGraphResultSet(Session, rsSync);
}
public void Should_Use_Vertex_Id_As_Parameter()
{
var g = DseGraph.Traversal(Session);
var vertices = g.V().HasLabel("person").Has("name", "marko").ToList();
Assert.AreEqual(1, vertices.Count);
var markoVertex = vertices.First();
var markoVertexByIdResult = g.V(markoVertex.Id).ToList();
Assert.AreEqual(1, markoVertexByIdResult.Count);
Assert.AreEqual("person", markoVertexByIdResult.First().Label);
}
public void Extension_Async_Method_Should_Build_Traversal_And_Execute()
{
TraversalUnitTest.WithMock((ISession session, ref IGraphStatement statement) =>
{
var g = DseGraph.Traversal(session);
session.ExecuteGraphAsync(g.V());
Assert.NotNull(statement);
Assert.IsInstanceOf <FluentGraphStatement>(statement);
var s = (FluentGraphStatement)statement;
Assert.IsInstanceOf <Bytecode>(s.QueryBytecode);
});
}
public async Task Should_Create_A_Query_From_A_Traversal()
{
var g = DseGraph.Traversal(Session);
var statement = DseGraph.StatementFromTraversal(g.V().HasLabel("person").Has("name", P.Eq("marko")));
var rs = await Session.ExecuteGraphAsync(statement);
var rsSync = Session.ExecuteGraph(statement);
// The result should be DSE driver vertices
StatementClassicIntegrationTest.VerifyGraphResultSet(rs);
StatementClassicIntegrationTest.VerifyGraphResultSet(rsSync);
}
public void Should_Be_Able_To_Create_Vertex_With_MetaProperties()
{
var g = DseGraph.Traversal(Session);
var stmt = DseGraph.StatementFromTraversal(g.AddV("meta_v")
.Property("meta_prop", "What can kill a dragon", "sub_prop", "Qyburn's scorpion", "sub_prop2", "Another dragon"));
Session.ExecuteGraph(stmt);
StatementClassicIntegrationTest.VerifyMetaProperties(Session, g, "What can kill a dragon", "Qyburn's scorpion", "Another dragon");
var dropstmt = DseGraph.StatementFromTraversal(g.V().HasLabel("meta_v").Drop());
Session.ExecuteGraph(dropstmt);
}
public void Should_Use_Edge_Id_As_Parameter()
{
var g = DseGraph.Traversal(Session);
var edges = g.With("allow-filtering").E().HasLabel("knows").Has("weight", 0.5f).ToList();
Assert.AreEqual(1, edges.Count);
var knowEdge = edges.First();
var knowEdgeByIdResult = g.E(knowEdge.Id).ToList();
Assert.AreEqual(1, knowEdgeByIdResult.Count);
Assert.AreEqual("knows", knowEdgeByIdResult.First().Label);
}
public void Should_Be_Able_To_Create_Vertex_With_Multicardinality_Property()
{
var g = DseGraph.Traversal(Session);
g.AddV("multi_v")
.Property("multi_prop", "Hold")
.Property("multi_prop", "the")
.Property("multi_prop", "door")
.Next();
StatementClassicIntegrationTest.VerifyMultiCardinalityProperty(Session, g, new [] { "Hold", "the", "door" });
g.V().HasLabel("multi_v").Drop().Next();
}
public void Should_Be_Able_To_Create_Vertex_With_Multicardinality_Property()
{
var g = DseGraph.Traversal(Session);
var direwolves = new[] { "Ghost", "Nymeria", "Shaggydog", "Grey Wind", "Lady" };
var stmt = DseGraph.StatementFromTraversal(
g.AddV("multi_v")
.Property("pk", Guid.NewGuid())
.Property("multi_prop", new object[] { direwolves }));
Session.ExecuteGraph(stmt);
StatementCoreIntegrationTest.VerifyMultiCardinalityProperty(Session, g, direwolves);
g.V().HasLabel("multi_v").Drop().Next();
}
public void Should_Be_Able_To_Create_And_Drop_Vertex()
{
const string name = "john snow";
var g = DseGraph.Traversal(Session);
g.AddV("character").Property("name", name).Property("age", 20).Next();
var knowsNothing = g.V().HasLabel("character").Has("name", name).ToList();
Assert.AreEqual(1, knowsNothing.Count);
g.With("force-vertex-deletion").V().HasLabel("character").Has("name", P.Eq(name)).Drop().ToList();
knowsNothing = g.V().HasLabel("character").Has("name", P.Eq(name)).ToList();
Assert.AreEqual(0, knowsNothing.Count);
}
/// <summary>
/// Create new node in the Graph for
/// </summary>
public async Task AddUserVertexToGraph(UserCreated user)
{
String userId = user.UserId.ToGuid().ToString();
Logger.Information("Inserting to graph Vertext user {user} ", userId);
// Create Traversal
var traversal = DseGraph.Traversal(_session)
.CreateUserVertex(userId, user.Email);
// Add Vertex 'user' with expected properties asynchronously
await _session.ExecuteGraphAsync(traversal);
}
public void Should_Handle_Types(string type)
{
var g = DseGraph.Traversal(Session);
foreach (var value in TraversalClassicIntegrationTest.PropertyItems.Where(i => i.Item1 == type).Select(i => i.Item2))
{
var vertexLabel = $"vertex{type}";
var propertyName = $"prop{type}";
g.AddV(vertexLabel).Property(propertyName, value).Next();
var result = g.V().HasLabel(vertexLabel).Has(propertyName, value)
.Values <object>(propertyName).Next();
Assert.AreEqual(value, result);
}
}
public void Should_Parse_Property_Map()
{
var g = DseGraph.Traversal(Session);
var propertyMap = g.V().HasLabel("person").PropertyMap <object>("age").ToList();
Assert.Greater(propertyMap.Count, 0);
var firstAge = (IEnumerable)propertyMap.First()["age"];
var enumerator = firstAge.GetEnumerator();
enumerator.MoveNext();
var firstKv = (VertexProperty)enumerator.Current;
Assert.IsInstanceOf <int>(firstKv.Value);
}
public void Should_Be_Able_To_Create_Vertex_With_TupleProperties()
{
var g = DseGraph.Traversal(Session);
var tuple = new Tuple <string, int>("test 123", 123);
var guid = Guid.NewGuid();
g.AddV("tuple_v")
.Property("pk", guid)
.Property("tuple_prop", tuple)
.Next();
StatementCoreIntegrationTest.VerifyProperty(Session, g, "tuple_v", guid, "tuple_prop", tuple);
g.V().HasLabel("tuple_v").Drop().Next();
}
public void Should_Use_Vertex_Id_As_Parameter()
{
var g = DseGraph.Traversal(Session);
var statement = DseGraph.StatementFromTraversal(g.V().HasLabel("person").Has("name", "marko"));
var rs = Session.ExecuteGraph(statement);
var markoArray = rs.ToArray();
Assert.AreEqual(1, markoArray.Length);
var markoVertex = markoArray[0].ToVertex();
var getStmt = DseGraph.StatementFromTraversal(g.V(markoVertex.Id));
var getvertexById = Session.ExecuteGraph(getStmt);
var getByIdArray = getvertexById.ToArray();
Assert.AreEqual(1, getByIdArray.Length);
Assert.AreEqual("person", getByIdArray[0].ToVertex().Label);
}