| File: OnnxMapType.cs | Web Access |
| Project: src\src\Microsoft.ML.OnnxTransformer\Microsoft.ML.OnnxTransformer.csproj (Microsoft.ML.OnnxTransformer) |
// 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; using Microsoft.ML.Data; using Microsoft.ML.Internal.Utilities; namespace Microsoft.ML.Transforms.Onnx { /// <summary> /// The corresponding <see cref="DataViewSchema.Column.Type"/> of ONNX's map type in <see cref="IDataView"/>'s type system. /// In other words, if an ONNX model produces a map, a column in <see cref="IDataView"/> may be typed to <see cref="OnnxMapType"/>. /// Its underlying type is <see cref="IDictionary{TKey, TValue}"/>, where the generic type "TKey" and "TValue" are the input arguments of /// <see cref="OnnxMapType.OnnxMapType(Type,Type)"/>. /// </summary> public sealed class OnnxMapType : StructuredDataViewType { /// <summary> /// Create the corresponding <see cref="DataViewType"/> for ONNX map. /// </summary> /// <param name="keyType">Key type of the associated ONNX map.</param> /// <param name="valueType">Value type of the associated ONNX map.</param> public OnnxMapType(Type keyType, Type valueType) : base(typeof(IDictionary<,>).MakeGenericType(keyType, valueType)) { DataViewTypeManager.Register(this, RawType, new OnnxMapTypeAttribute(keyType, valueType)); } public override bool Equals(DataViewType other) { if (other is OnnxMapType) return RawType == other.RawType; else return false; } public override int GetHashCode() { return RawType.GetHashCode(); } } /// <summary> /// To declare <see cref="OnnxMapType"/> column in <see cref="IDataView"/> as a field /// in a <see langword="class"/>, the associated field should be marked with <see cref="OnnxMapTypeAttribute"/>. /// Its uses are similar to those of <see cref="VectorTypeAttribute"/> and other <see langword="class"/>es derived /// from <see cref="DataViewTypeAttribute"/>. /// </summary> public sealed class OnnxMapTypeAttribute : DataViewTypeAttribute { private readonly Type _keyType; private readonly Type _valueType; /// <summary> /// Create a map (aka dictionary) type. /// </summary> public OnnxMapTypeAttribute() { } /// <summary> /// Create a map (aka dictionary) type. A map is a collection of key-value /// pairs. <paramref name="keyType"/> specifies the type of keys and <paramref name="valueType"/> /// is the type of values. /// </summary> public OnnxMapTypeAttribute(Type keyType, Type valueType) { _keyType = keyType; _valueType = valueType; } /// <summary> /// Map types with the same key type and the same value type should be equal. /// </summary> public override bool Equals(DataViewTypeAttribute other) { if (other is OnnxMapTypeAttribute otherSequence) return _keyType.Equals(otherSequence._keyType) && _valueType.Equals(otherSequence._valueType); return false; } /// <summary> /// Produce the same hash code for map types with the same key type and the same value type. /// </summary> public override int GetHashCode() { return Hashing.CombineHash(_keyType.GetHashCode(), _valueType.GetHashCode()); } /// <summary> /// An implementation of <see cref="DataViewTypeAttribute.Register"/>. /// </summary> public override void Register() { var enumerableType = typeof(IDictionary<,>); var type = enumerableType.MakeGenericType(_keyType, _valueType); DataViewTypeManager.Register(new OnnxMapType(_keyType, _valueType), type, this); } } }