| File: Data\IRowToRowMapper.cs | Web Access |
| Project: src\src\Microsoft.ML.Core\Microsoft.ML.Core.csproj (Microsoft.ML.Core) |
// 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 System; using System.Collections.Generic; namespace Microsoft.ML.Data; /// <summary> /// This interface maps an input <see cref="DataViewRow"/> to an output <see cref="DataViewRow"/>. Typically, the output contains /// both the input columns and new columns added by the implementing class, although some implementations may /// return a subset of the input columns. /// This interface is similar to <see cref="ISchemaBoundRowMapper"/>, except it does not have any input role mappings, /// so to rebind, the same input column names must be used. /// Implementations of this interface are typically created over defined input <see cref="DataViewSchema"/>. /// </summary> public interface IRowToRowMapper { /// <summary> /// Mappers are defined as accepting inputs with this very specific schema. /// </summary> DataViewSchema InputSchema { get; } /// <summary> /// Gets an instance of <see cref="DataViewSchema"/> which describes the columns' names and types in the output generated by this mapper. /// </summary> DataViewSchema OutputSchema { get; } /// <summary> /// Given a set of columns, return the input columns that are needed to generate those output columns. /// </summary> IEnumerable<DataViewSchema.Column> GetDependencies(IEnumerable<DataViewSchema.Column> dependingColumns); /// <summary> /// Get an <see cref="DataViewRow"/> with the indicated active columns, based on the input <paramref name="input"/>. /// Getting values on inactive columns of the returned row will throw. /// /// The <see cref="DataViewRow.Schema"/> of <paramref name="input"/> should be the same object as /// <see cref="InputSchema"/>. Implementors of this method should throw if that is not the case. Conversely, /// the returned value must have the same schema as <see cref="OutputSchema"/>. /// /// This method creates a live connection between the input <see cref="DataViewRow"/> and the output <see /// cref="DataViewRow"/>. In particular, when the getters of the output <see cref="DataViewRow"/> are invoked, they invoke the /// getters of the input row and base the output values on the current values of the input <see cref="DataViewRow"/>. /// The output <see cref="DataViewRow"/> values are re-computed when requested through the getters. Also, the returned /// <see cref="DataViewRow"/> will dispose <paramref name="input"/> when it is disposed. /// </summary> DataViewRow GetRow(DataViewRow input, IEnumerable<DataViewSchema.Column> activeColumns); }