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209 changes: 209 additions & 0 deletions
209
....Azure.Cosmos/tests/Microsoft.Azure.Cosmos.EmulatorTests/Query/HybridRankingQueryTests.cs
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|---|---|---|
| @@ -0,0 +1,209 @@ | ||
| namespace Microsoft.Azure.Cosmos.Query | ||
| { | ||
| using System; | ||
| using System.Collections.Generic; | ||
| using System.Collections.ObjectModel; | ||
| using System.Linq; | ||
| using System.Net; | ||
| using System.Text; | ||
| using System.Threading.Tasks; | ||
| using Microsoft.VisualStudio.TestTools.UnitTesting; | ||
|
|
||
| [TestClass] | ||
| public class HybridRankingQueryTests | ||
| { | ||
| private CosmosClient CreateCosmosClient(bool local) | ||
| { | ||
| return local ? | ||
| new CosmosClient( | ||
| "https://localhost:8081", | ||
| "") : | ||
| new CosmosClient( | ||
| "https://hybridranktest.documents.azure.com:443/", | ||
| "", | ||
| new CosmosClientOptions() { ConnectionMode = ConnectionMode.Gateway }); | ||
| } | ||
|
|
||
| [TestMethod] | ||
| public async Task CreateCollectionIndexOnly() | ||
| { | ||
| string fullTextPath1 = "/fts1"; | ||
| Database databaseForVectorEmbedding = await this.CreateCosmosClient(local: false).CreateDatabaseAsync("fullTextSearchDB", | ||
| cancellationToken: default); | ||
|
|
||
| Collection<FullTextPath> fullTextPaths = new Collection<FullTextPath>() | ||
| { | ||
| new FullTextPath() | ||
| { | ||
| Path = fullTextPath1, | ||
| Language = "en-US", | ||
| } | ||
| }; | ||
|
|
||
| string containerName = "fullTextContainerTestIndexOnly"; | ||
| string partitionKeyPath = "/pk"; | ||
|
|
||
| ContainerResponse containerResponse = | ||
| await databaseForVectorEmbedding.DefineContainer(containerName, partitionKeyPath) | ||
| .WithIndexingPolicy() | ||
| .WithFullTextIndex() | ||
| .Path(fullTextPath1) | ||
| .Attach() | ||
| .Attach() | ||
| .CreateAsync(); | ||
|
|
||
| Assert.AreEqual(HttpStatusCode.Created, containerResponse.StatusCode); | ||
| Assert.AreEqual(containerName, containerResponse.Resource.Id); | ||
| Assert.AreEqual(partitionKeyPath, containerResponse.Resource.PartitionKey.Paths.First()); | ||
| ContainerProperties containerSettings = containerResponse.Resource; | ||
|
|
||
| // Validate FullText Paths. | ||
| Assert.IsNotNull(containerSettings.FullTextPolicy); | ||
| Assert.IsNotNull(containerSettings.FullTextPolicy.FullTextPaths); | ||
| Assert.AreEqual(fullTextPaths.Count, containerSettings.FullTextPolicy.FullTextPaths.Count()); | ||
| Assert.IsTrue(fullTextPaths.OrderBy(x => x.Path).SequenceEqual(containerSettings.FullTextPolicy.FullTextPaths.OrderBy(x => x.Path))); | ||
|
|
||
| // Validate Full Text Indexes. | ||
| Assert.IsNotNull(containerSettings.IndexingPolicy.FullTextIndexes); | ||
| Assert.AreEqual(fullTextPaths.Count, containerSettings.IndexingPolicy.FullTextIndexes.Count()); | ||
| Assert.AreEqual(fullTextPath1, containerSettings.IndexingPolicy.FullTextIndexes[0].Path); | ||
| } | ||
|
|
||
| [TestMethod] | ||
| public async Task CreateCollectionBothPolicyAndIndex() | ||
| { | ||
| string fullTextPath1 = "/fts1"; | ||
| Database databaseForVectorEmbedding = await this.CreateCosmosClient(local: false).CreateDatabaseAsync("fullTextSearchDB", | ||
| cancellationToken: default); | ||
|
|
||
| Collection<FullTextPath> fullTextPaths = new Collection<FullTextPath>() | ||
| { | ||
| new FullTextPath() | ||
| { | ||
| Path = fullTextPath1, | ||
| Language = "en-US", | ||
| } | ||
| }; | ||
|
|
||
| string containerName = "fullTextContainerTestPolicyAndIndex"; | ||
| string partitionKeyPath = "/pk"; | ||
|
|
||
| ContainerResponse containerResponse = | ||
| await databaseForVectorEmbedding.DefineContainer(containerName, partitionKeyPath) | ||
| .WithFullTextPolicy( | ||
| defaultLanguage: "en-US", | ||
| fullTextPaths: fullTextPaths) | ||
| .Attach() | ||
| .WithIndexingPolicy() | ||
| .WithFullTextIndex() | ||
| .Path(fullTextPath1) | ||
| .Attach() | ||
| .Attach() | ||
| .CreateAsync(); | ||
|
|
||
| Assert.AreEqual(HttpStatusCode.Created, containerResponse.StatusCode); | ||
| Assert.AreEqual(containerName, containerResponse.Resource.Id); | ||
| Assert.AreEqual(partitionKeyPath, containerResponse.Resource.PartitionKey.Paths.First()); | ||
| ContainerProperties containerSettings = containerResponse.Resource; | ||
|
|
||
| // Validate FullText Paths. | ||
| Assert.IsNotNull(containerSettings.FullTextPolicy); | ||
| Assert.IsNotNull(containerSettings.FullTextPolicy.FullTextPaths); | ||
| Assert.AreEqual(fullTextPaths.Count, containerSettings.FullTextPolicy.FullTextPaths.Count()); | ||
| Assert.IsTrue(fullTextPaths.OrderBy(x => x.Path).SequenceEqual(containerSettings.FullTextPolicy.FullTextPaths.OrderBy(x => x.Path))); | ||
|
|
||
| // Validate Full Text Indexes. | ||
| Assert.IsNotNull(containerSettings.IndexingPolicy.FullTextIndexes); | ||
| Assert.AreEqual(fullTextPaths.Count, containerSettings.IndexingPolicy.FullTextIndexes.Count()); | ||
| Assert.AreEqual(fullTextPath1, containerSettings.IndexingPolicy.FullTextIndexes[0].Path); | ||
| } | ||
|
|
||
| [TestMethod] | ||
| public async Task CreateCollectionPolicyOnly() | ||
| { | ||
| string fullTextPath1 = "/fts1", fullTextPath2 = "/fts2", fullTextPath3 = "/fts3"; | ||
| Database databaseForVectorEmbedding = await this.CreateCosmosClient(local: false).CreateDatabaseAsync("fullTextSearchDBPolicyOnly", | ||
| cancellationToken: default); | ||
|
|
||
| Collection<FullTextPath> fullTextPaths = new Collection<FullTextPath>() | ||
| { | ||
| new FullTextPath() | ||
| { | ||
| Path = fullTextPath1, | ||
| Language = "en-US", | ||
| }, | ||
| new FullTextPath() | ||
| { | ||
| Path = fullTextPath2, | ||
| Language = "en-US", | ||
| }, | ||
| new FullTextPath() | ||
| { | ||
| Path = fullTextPath3, | ||
| Language = "en-US", | ||
| }, | ||
| }; | ||
|
|
||
| string containerName = "fullTextContainerTestPolicyOnly"; | ||
| string partitionKeyPath = "/pk"; | ||
|
|
||
| ContainerResponse containerResponse = | ||
| await databaseForVectorEmbedding.DefineContainer(containerName, partitionKeyPath) | ||
| .WithFullTextPolicy( | ||
| defaultLanguage: "en-US", | ||
| fullTextPaths: fullTextPaths) | ||
| .Attach() | ||
| //.WithIndexingPolicy() | ||
| // .WithFullTextIndex() | ||
| // .Path(fullTextPath1) | ||
| // .Attach() | ||
| // .WithFullTextIndex() | ||
| // .Path(fullTextPath2) | ||
| // .Attach() | ||
| // .WithFullTextIndex() | ||
| // .Path(fullTextPath3) | ||
| // .Attach() | ||
| //.Attach() | ||
| .CreateAsync(); | ||
|
|
||
| Assert.AreEqual(HttpStatusCode.Created, containerResponse.StatusCode); | ||
| Assert.AreEqual(containerName, containerResponse.Resource.Id); | ||
| Assert.AreEqual(partitionKeyPath, containerResponse.Resource.PartitionKey.Paths.First()); | ||
| ContainerProperties containerSettings = containerResponse.Resource; | ||
|
|
||
| // Validate FullText Paths. | ||
| //Assert.IsNotNull(containerSettings.FullTextPolicy); | ||
| //Assert.IsNotNull(containerSettings.FullTextPolicy.FullTextPaths); | ||
| //Assert.AreEqual(fullTextPaths.Count, containerSettings.FullTextPolicy.FullTextPaths.Count()); | ||
| //Assert.IsTrue(fullTextPaths.OrderBy(x => x.Path).SequenceEqual(containerSettings.FullTextPolicy.FullTextPaths.OrderBy(x => x.Path))); | ||
|
|
||
| // Validate Full Text Indexes. | ||
| //Assert.IsNotNull(containerSettings.IndexingPolicy.FullTextIndexes); | ||
| //Assert.AreEqual(fullTextPaths.Count, containerSettings.IndexingPolicy.FullTextIndexes.Count()); | ||
| //Assert.AreEqual(fullTextPath1, containerSettings.IndexingPolicy.FullTextIndexes[0].Path); | ||
| //Assert.AreEqual(fullTextPath2, containerSettings.IndexingPolicy.FullTextIndexes[1].Path); | ||
| //Assert.AreEqual(fullTextPath3, containerSettings.IndexingPolicy.FullTextIndexes[2].Path); | ||
| } | ||
|
|
||
| [TestMethod] | ||
| public async Task HybridRankingQuery() | ||
| { | ||
| CosmosClient client = this.CreateCosmosClient(local: false); | ||
| Container container = client.GetContainer("HybridRankTesting", "arxiv-ada2-15properties-1536dimensions-100documents"); | ||
| FeedIterator<dynamic> iterator = container.GetItemQueryIterator<dynamic>( | ||
| queryText: @"SELECT TOP 10 c.id FROM c ORDER BY RANK FullTextScore(c.text, ['quantum'])" | ||
| ); | ||
| List<dynamic> results = new(); | ||
| while (iterator.HasMoreResults) | ||
| { | ||
| FeedResponse<dynamic> page = await iterator.ReadNextAsync(); | ||
| results.AddRange(page); | ||
| } | ||
|
|
||
| foreach (dynamic item in results) | ||
| { | ||
| Console.WriteLine(item); | ||
| } | ||
| } | ||
| } | ||
| } |