| File: FakeSchemaTest.cs | Web Access |
| Project: src\test\Microsoft.ML.Tests\Microsoft.ML.Tests.csproj (Microsoft.ML.Tests) |
// Licensed to the .NET Foundation under one or more agreements. // The .NET Foundation licenses this file to you under the MIT license. // See the LICENSE file in the project root for more information. using Microsoft.ML.Data; using Microsoft.ML.Data.DataLoadSave; using Microsoft.ML.TestFramework; using Xunit; using Xunit.Abstractions; namespace Microsoft.ML.Tests { public class FakeSchemaTest : BaseTestClass { public FakeSchemaTest(ITestOutputHelper output) : base(output) { } [Fact] public void SimpleTest() { var metadataBuilder = new DataViewSchema.Annotations.Builder(); metadataBuilder.Add("M", NumberDataViewType.Single, (ref float v) => v = 484f); var schemaBuilder = new DataViewSchema.Builder(); schemaBuilder.AddColumn("A", new VectorDataViewType(NumberDataViewType.Single, 94)); schemaBuilder.AddColumn("B", new KeyDataViewType(typeof(uint), 17)); schemaBuilder.AddColumn("C", NumberDataViewType.Int32, metadataBuilder.ToAnnotations()); var shape = SchemaShape.Create(schemaBuilder.ToSchema()); var fakeSchema = FakeSchemaFactory.Create(shape); var columnA = fakeSchema[0]; var columnB = fakeSchema[1]; var columnC = fakeSchema[2]; Assert.Equal("A", columnA.Name); Assert.Equal(NumberDataViewType.Single, columnA.Type.GetItemType()); Assert.Equal(10, columnA.Type.GetValueCount()); Assert.Equal("B", columnB.Name); Assert.Equal(InternalDataKind.U4, columnB.Type.GetRawKind()); Assert.Equal(10u, columnB.Type.GetKeyCount()); Assert.Equal("C", columnC.Name); Assert.Equal(NumberDataViewType.Int32, columnC.Type); var metaC = columnC.Annotations; Assert.Single(metaC.Schema); float mValue = -1; metaC.GetValue("M", ref mValue); Assert.Equal(default, mValue); } } }