|
// 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 SweepablePipelineConverter : JsonConverter<SweepablePipeline>
{
public override SweepablePipeline Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options)
{
var jValue = JsonValue.Parse(ref reader);
var currentSchema = jValue["currentSchema"].GetValue<string>();
var schema = jValue["schema"].GetValue<string>();
var estimators = jValue["estimator"].GetValue<Dictionary<string, SweepableEstimator>>();
return new SweepablePipeline(estimators, Entity.FromExpression(schema), currentSchema);
}
public override void Write(Utf8JsonWriter writer, SweepablePipeline value, JsonSerializerOptions options)
{
var jsonObject = JsonNode.Parse("{}"{}");
jsonObject["schema"] = value.Schema.ToString();
jsonObject["currentSchema"] = value.CurrentParameter["_SCHEMA_"].AsType<string>();
jsonObject["estimators"] = JsonValue.Create(value.Estimators);
jsonObject.WriteTo(writer, options);
}
}
}
|