| File: EntryPoints\SchemaManipulation.cs | Web Access |
| Project: src\src\Microsoft.ML.Data\Microsoft.ML.Data.csproj (Microsoft.ML.Data) |
// 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; using Microsoft.ML.Data; using Microsoft.ML.EntryPoints; using Microsoft.ML.Runtime; using Microsoft.ML.Transforms; [assembly: LoadableClass(typeof(void), typeof(SchemaManipulation), null, typeof(SignatureEntryPointModule), "SchemaManipulation")] namespace Microsoft.ML.EntryPoints { internal static class SchemaManipulation { [TlcModule.EntryPoint(Name = "Transforms.ColumnConcatenator", Desc = ColumnConcatenatingTransformer.Summary, UserName = ColumnConcatenatingTransformer.UserName, ShortName = ColumnConcatenatingTransformer.LoadName)] public static CommonOutputs.TransformOutput ConcatColumns(IHostEnvironment env, ColumnConcatenatingTransformer.Options input) { Contracts.CheckValue(env, nameof(env)); var host = env.Register("ConcatColumns"); host.CheckValue(input, nameof(input)); EntryPointUtils.CheckInputArgs(host, input); var xf = ColumnConcatenatingTransformer.Create(env, input, input.Data); return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; } [TlcModule.EntryPoint(Name = "Transforms.ColumnSelector", Desc = "Selects a set of columns, dropping all others", UserName = "Select Columns")] public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ColumnSelectingTransformer.Options input) { Contracts.CheckValue(env, nameof(env)); var host = env.Register("SelectColumns"); host.CheckValue(input, nameof(input)); EntryPointUtils.CheckInputArgs(host, input); var xf = new ColumnSelectingTransformer(env, input.KeepColumns, input.DropColumns, input.KeepHidden, input.IgnoreMissing).Transform(input.Data); return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; } [TlcModule.EntryPoint(Name = "Transforms.ColumnCopier", Desc = "Duplicates columns from the dataset", UserName = ColumnCopyingTransformer.UserName, ShortName = ColumnCopyingTransformer.ShortName)] public static CommonOutputs.TransformOutput CopyColumns(IHostEnvironment env, ColumnCopyingTransformer.Options input) { Contracts.CheckValue(env, nameof(env)); var host = env.Register("CopyColumns"); host.CheckValue(input, nameof(input)); EntryPointUtils.CheckInputArgs(host, input); var xf = ColumnCopyingTransformer.Create(env, input, input.Data); return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; } } }