| File: Converter\NumericOptionConverter.cs | Web Access |
| Project: src\src\Microsoft.ML.SearchSpace\Microsoft.ML.SearchSpace.csproj (Microsoft.ML.SearchSpace) |
// 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 System.Text; using System.Text.Json; using System.Text.Json.Serialization; using Microsoft.ML.SearchSpace.Option; namespace Microsoft.ML.SearchSpace.Converter { internal class NumericOptionConverter : JsonConverter<UniformNumericOption> { class Schema { /// <summary> /// must be one of "int" | "float" | "double" /// </summary> [JsonPropertyName("type")] public string Type { get; set; } [JsonPropertyName("default")] public object Default { get; set; } [JsonPropertyName("min")] public object Min { get; set; } [JsonPropertyName("max")] public object Max { get; set; } [JsonPropertyName("log_base")] public bool LogBase { get; set; } } public override UniformNumericOption Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { var schema = JsonSerializer.Deserialize<Schema>(ref reader, options); return schema.Type switch { "int" => new UniformIntOption(Convert.ToInt32(schema.Min), Convert.ToInt32(schema.Max), schema.LogBase, Convert.ToInt32(schema.Default)), "float" => new UniformSingleOption(Convert.ToSingle(schema.Min), Convert.ToSingle(schema.Max), schema.LogBase, Convert.ToSingle(schema.Default)), "double" => new UniformDoubleOption(Convert.ToDouble(schema.Min), Convert.ToDouble(schema.Max), schema.LogBase, Convert.ToDouble(schema.Default)), _ => throw new ArgumentException($"unknown schema type: {schema.Type}"), }; } public override void Write(Utf8JsonWriter writer, UniformNumericOption value, JsonSerializerOptions options) { var schema = value switch { UniformIntOption intOption => new Schema { Type = "int", Default = intOption.SampleFromFeatureSpace(intOption.Default).AsType<int>(), Min = Convert.ToInt32(intOption.Min), Max = Convert.ToInt32(intOption.Max), LogBase = intOption.LogBase, }, UniformDoubleOption doubleOption => new Schema { Type = "double", Default = doubleOption.SampleFromFeatureSpace(doubleOption.Default).AsType<double>(), Min = doubleOption.Min, Max = doubleOption.Max, LogBase = doubleOption.LogBase, }, UniformSingleOption singleOption => new Schema { Type = "float", Default = singleOption.SampleFromFeatureSpace(singleOption.Default).AsType<Single>(), Min = Convert.ToSingle(singleOption.Min), Max = Convert.ToSingle(singleOption.Max), LogBase = singleOption.LogBase, }, _ => throw new ArgumentException("unknown type"), }; JsonSerializer.Serialize(writer, schema, options); } } }