File: SweepableEstimator\Converter\MultiModelPipelineConverter.cs
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Project: src\src\Microsoft.ML.AutoML\Microsoft.ML.AutoML.csproj (Microsoft.ML.AutoML)
// 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.Json;
using System.Text.Json.Nodes;
using System.Text.Json.Serialization;
 
namespace Microsoft.ML.AutoML
{
    internal class MultiModelPipelineConverter : JsonConverter<MultiModelPipeline>
    {
        public override MultiModelPipeline Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options)
        {
            var jValue = JsonValue.Parse(ref reader);
            var schema = jValue["schema"].GetValue<string>();
            var estimators = jValue["estimator"].GetValue<Dictionary<string, SweepableEstimator>>();
 
            return new MultiModelPipeline(estimators, Entity.FromExpression(schema));
        }
 
        public override void Write(Utf8JsonWriter writer, MultiModelPipeline value, JsonSerializerOptions options)
        {
            var jsonObject = JsonNode.Parse("{}"{}");
            jsonObject["schema"] = value.Schema.ToString();
            jsonObject["estimators"] = JsonValue.Create(value.Estimators);
 
            jsonObject.WriteTo(writer, options);
        }
    }
}