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// 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.Collections.Generic;
using System.Linq;
using System.Text;
using System.Text.Json;
using Microsoft.CodeAnalysis;
using Microsoft.CodeAnalysis.Text;
using SweepableEstimatorT = Microsoft.ML.AutoML.SourceGenerator.Template.SweepableEstimator_T_;
namespace Microsoft.ML.AutoML.SourceGenerator
{
[Generator]
public sealed class SweepableEstimatorGenerator : ISourceGenerator
{
private const string SweepableEstimatorAttributeDisplayName = Constant.CodeGeneratorNameSpace + "." + "SweepableEstimatorAttribute";
public void Execute(GeneratorExecutionContext context)
{
if (context.AdditionalFiles.Where(f => f.Path.Contains("code_gen_flag.json")).First() is AdditionalText text)
{
var json = text.GetText().ToString();
var flags = JsonSerializer.Deserialize<Dictionary<string, bool>>(json);
if (flags.TryGetValue(nameof(SweepableEstimatorGenerator), out var res) && res == false)
{
return;
}
}
var estimators = context.AdditionalFiles.Where(f => f.Path.Contains("trainer-estimators.json") || f.Path.Contains("transformer-estimators.json"))
.SelectMany(file => Utils.GetEstimatorsFromJson(file.GetText().ToString()).Estimators)
.ToArray();
var code = estimators.SelectMany(e => e.EstimatorTypes.Select(eType => (e, eType, Utils.CreateEstimatorName(e.FunctionName, eType)))
.Select(x =>
{
if (x.e.SearchOption == null)
{
return
(x.Item3,
new AutoML.SourceGenerator.Template.SweepableEstimator()
{
NameSpace = Constant.CodeGeneratorNameSpace,
UsingStatements = x.e.UsingStatements,
ArgumentsList = x.e.ArgumentsList,
ClassName = x.Item3,
FunctionName = x.e.FunctionName,
NugetDependencies = x.e.NugetDependencies,
Type = x.eType,
}.TransformText());
}
else
{
return
(x.Item3,
new SweepableEstimatorT()
{
NameSpace = Constant.CodeGeneratorNameSpace,
UsingStatements = x.e.UsingStatements,
ArgumentsList = x.e.ArgumentsList,
ClassName = x.Item3,
FunctionName = x.e.FunctionName,
NugetDependencies = x.e.NugetDependencies,
Type = x.eType,
TOption = Utils.ToTitleCase(x.e.SearchOption),
}.TransformText());
}
}));
foreach (var c in code)
{
context.AddSource(c.Item1 + ".cs", SourceText.From(c.Item2, Encoding.UTF8));
}
}
public void Initialize(GeneratorInitializationContext context)
{
return;
//context.RegisterForPostInitialization(i => i.AddSource(nameof(SweepableEstimatorAttribute), SweepableEstimatorAttribute));
}
}
}
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