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add projects capacities
1 parent f94f359 commit e84006b

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‎src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/AzureCodeGenerator/AzureAttachModelCodeGenerator.cs‎

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Original file line numberDiff line numberDiff line change
@@ -90,6 +90,7 @@ public AzureAttachModelCodeGenerator(Pipeline pipeline, ColumnInferenceResults c
9090
IncludeRecommenderPackage = false,
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StablePackageVersion = _settings.StablePackageVersion,
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UnstablePackageVersion = _settings.UnstablePackageVersion,
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Target = _settings.Target,
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}.TransformText(),
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Name = $"{ _settings.OutputName }.Model.csproj",
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};

‎src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CodeGenerator.cs‎

Lines changed: 9 additions & 39 deletions
Original file line numberDiff line numberDiff line change
@@ -9,6 +9,7 @@
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using System.Linq;
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using System.Text;
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using Microsoft.CodeAnalysis;
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using Microsoft.CodeAnalysis.CSharp.Syntax;
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using Microsoft.ML.AutoML;
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using Microsoft.ML.CodeGenerator.CodeGenerator;
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using Microsoft.ML.CodeGenerator.Templates.Azure.Model;
@@ -144,7 +145,7 @@ private void SetRequiredNugetPackages(IEnumerable<PipelineNode> trainerNodes, re
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var predictProjectFileContent = GeneratPredictProjectFileContent(_settings.OutputName,
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includeLightGbmPackage, includeMklComponentsPackage, includeFastTreePackage,
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includeImageTransformerPackage, includeImageClassificationPackage, includeRecommenderPackage, includeOnnxPackage, includeResNet18Package,
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_settings.StablePackageVersion, _settings.UnstablePackageVersion);
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_settings.StablePackageVersion, _settings.UnstablePackageVersion, _settings.Target);
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var transformsAndTrainers = GenerateTransformsAndTrainers();
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var modelBuilderCSFileContent = GenerateModelBuilderCSFileContent(transformsAndTrainers.Usings, transformsAndTrainers.TrainerMethod, transformsAndTrainers.PreTrainerTransforms, transformsAndTrainers.PostTrainerTransforms, namespaceValue, _pipeline.CacheBeforeTrainer, labelTypeCsharp.Name, includeOnnxPackage);
@@ -175,40 +176,7 @@ private void SetRequiredNugetPackages(IEnumerable<PipelineNode> trainerNodes, re
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var modelProjectFileContent = GenerateModelProjectFileContent(includeLightGbmPackage,
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includeMklComponentsPackage, includeFastTreePackage, includeImageTransformerPackage,
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includeImageClassificationPackage, includeRecommenderPackage, includeOnnxModel,
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_settings.StablePackageVersion, _settings.UnstablePackageVersion);
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return (modelInputCSFileContent, modelOutputCSFileContent, consumeModelCSFileContent, modelProjectFileContent);
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}
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internal (string ModelInputCSFileContent, string ModelOutputCSFileContent, string ConsumeModelCSFileContent,
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string ModelProjectFileContent) GenerateAzureAttachImageModelProjectContents(string namespaceValue)
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{
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var classLabels = GenerateClassLabels();
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// generate ModelInput.cs
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var modelInputCSFileContent = GenerateModelInputCSFileContent(namespaceValue, classLabels);
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modelInputCSFileContent = Utils.FormatCode(modelInputCSFileContent);
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// generate ModelOutput.cs
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var modelOutputCSFileContent = new OnnxModelOutputClass()
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{
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Namespace = namespaceValue,
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Target = _settings.Target,
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}.TransformText();
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modelOutputCSFileContent = Utils.FormatCode(modelOutputCSFileContent);
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// generate ConsumeModel.cs
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var consumeModelCSFileContent = new AzureAttachImageConsumeModel()
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{
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Namespace = namespaceValue,
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Target = _settings.Target,
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}.TransformText();
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consumeModelCSFileContent = Utils.FormatCode(consumeModelCSFileContent);
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// generate Model.csproj
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var modelProjectFileContent = GenerateModelProjectFileContent(false,
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false, false, true,
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false, false,true, _settings.StablePackageVersion, _settings.UnstablePackageVersion);
179+
_settings.StablePackageVersion, _settings.UnstablePackageVersion, _settings.Target);
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213181
return (modelInputCSFileContent, modelOutputCSFileContent, consumeModelCSFileContent, modelProjectFileContent);
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}
@@ -366,7 +334,7 @@ internal IList<string> GenerateClassLabels(IDictionary<string, CodeGeneratorSett
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private static string GenerateModelProjectFileContent(bool includeLightGbmPackage,
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bool includeMklComponentsPackage, bool includeFastTreePackage, bool includeImageTransformerPackage,
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bool includeImageClassificationPackage, bool includeRecommenderPackage, bool includeOnnxModel,
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string stablePackageVersion, string unstablePackageVersion)
337+
string stablePackageVersion, string unstablePackageVersion, GenerateTarget target)
370338
{
371339
ModelProject modelProject = new ModelProject()
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{
@@ -378,7 +346,8 @@ private static string GenerateModelProjectFileContent(bool includeLightGbmPackag
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IncludeOnnxModel = includeOnnxModel,
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IncludeRecommenderPackage = includeRecommenderPackage,
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StablePackageVersion = stablePackageVersion,
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UnstablePackageVersion = unstablePackageVersion
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UnstablePackageVersion = unstablePackageVersion,
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Target = target,
382351
};
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return modelProject.TransformText();
@@ -411,7 +380,7 @@ private static string GeneratPredictProjectFileContent(string namespaceValue, bo
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bool includeMklComponentsPackage, bool includeFastTreePackage, bool includeImageTransformerPackage,
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bool includeImageClassificationPackage, bool includeRecommenderPackage,
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bool includeOnnxPackage, bool includeResNet18Package,
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string stablePackageVersion, string unstablePackageVersion)
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string stablePackageVersion, string unstablePackageVersion, GenerateTarget target)
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{
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var predictProjectFileContent = new PredictProject()
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{
@@ -425,7 +394,8 @@ private static string GeneratPredictProjectFileContent(string namespaceValue, bo
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IncludeResNet18Package = includeResNet18Package,
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IncludeRecommenderPackage = includeRecommenderPackage,
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StablePackageVersion = stablePackageVersion,
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UnstablePackageVersion = unstablePackageVersion
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UnstablePackageVersion = unstablePackageVersion,
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Target = target,
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};
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return predictProjectFileContent.TransformText();
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}

‎src/Microsoft.ML.CodeGenerator/Templates/Console/ModelProject.cs‎

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Original file line numberDiff line numberDiff line change
@@ -72,7 +72,13 @@ public virtual string TransformText()
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this.Write(" <None Update=\"bestModel.onnx\">\r\n <CopyToOutputDirectory>PreserveNewest</" +
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"CopyToOutputDirectory>\r\n </None>\r\n");
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}
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this.Write(" </ItemGroup>\r\n \r\n</Project>\r\n");
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this.Write(" </ItemGroup>\r\n\r\n <ItemGroup>\r\n");
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if (Target==CSharp.GenerateTarget.Cli) {
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this.Write(" <ProjectCapability Include=\"MLNETCLIGenerated\" />\r\n");
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}else{
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this.Write(" <ProjectCapability Include=\"ModelBuilderGenerated\" />\r\n");
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}
81+
this.Write(" </ItemGroup>\r\n</Project>\r\n");
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return this.GenerationEnvironment.ToString();
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}
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@@ -85,6 +91,7 @@ public virtual string TransformText()
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public bool IncludeRecommenderPackage {get;set;}
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public string StablePackageVersion {get;set;}
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public string UnstablePackageVersion {get;set;}
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internal CSharp.GenerateTarget Target {get;set;}
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}
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#region Base class

‎src/Microsoft.ML.CodeGenerator/Templates/Console/ModelProject.tt‎

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@@ -44,7 +44,14 @@
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</None>
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<#}#>
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</ItemGroup>
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<ItemGroup>
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<# if (Target==CSharp.GenerateTarget.Cli) {#>
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<ProjectCapability Include="MLNETCLIGenerated" />
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<#}else{#>
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<ProjectCapability Include="ModelBuilderGenerated" />
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<#}#>
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</ItemGroup>
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</Project>
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<#+
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public bool IncludeLightGBMPackage {get;set;}
@@ -56,4 +63,5 @@ public bool IncludeOnnxModel {get; set;}
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public bool IncludeRecommenderPackage {get;set;}
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public string StablePackageVersion {get;set;}
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public string UnstablePackageVersion {get;set;}
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internal CSharp.GenerateTarget Target {get;set;}
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#>

‎src/Microsoft.ML.CodeGenerator/Templates/Console/PredictProject.cs‎

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@@ -75,7 +75,13 @@ public virtual string TransformText()
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this.Write(this.ToStringHelper.ToStringWithCulture(Namespace));
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this.Write(".Model\\");
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this.Write(this.ToStringHelper.ToStringWithCulture(Namespace));
78-
this.Write(".Model.csproj\" />\r\n </ItemGroup>\r\n</Project>\r\n");
78+
this.Write(".Model.csproj\" />\r\n </ItemGroup>\r\n\r\n <ItemGroup>\r\n");
79+
if (Target==CSharp.GenerateTarget.Cli) {
80+
this.Write(" <ProjectCapability Include=\"MLNETCLIGenerated\" />\r\n");
81+
}else{
82+
this.Write(" <ProjectCapability Include=\"ModelBuilderGenerated\" />\r\n");
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}
84+
this.Write(" </ItemGroup>\r\n</Project>\r\n");
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return this.GenerationEnvironment.ToString();
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}
8187

@@ -90,6 +96,7 @@ public virtual string TransformText()
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public bool IncludeRecommenderPackage {get;set;}
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public string StablePackageVersion {get;set;}
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public string UnstablePackageVersion {get;set;}
99+
internal CSharp.GenerateTarget Target {get;set;}
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94101
}
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#region Base class

‎src/Microsoft.ML.CodeGenerator/Templates/Console/PredictProject.tt‎

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@@ -41,6 +41,14 @@
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<ItemGroup>
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<ProjectReference Include="..\\<#= Namespace #>.Model\\<#= Namespace #>.Model.csproj" />
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</ItemGroup>
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<ItemGroup>
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<# if (Target==CSharp.GenerateTarget.Cli) {#>
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<ProjectCapability Include="MLNETCLIGenerated" />
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<#}else{#>
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<ProjectCapability Include="ModelBuilderGenerated" />
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<#}#>
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</ItemGroup>
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</Project>
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<#+
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public string Namespace {get;set;}
@@ -54,4 +62,5 @@ public bool IncludeResNet18Package {get; set;}
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public bool IncludeRecommenderPackage {get;set;}
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public string StablePackageVersion {get;set;}
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public string UnstablePackageVersion {get;set;}
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internal CSharp.GenerateTarget Target {get;set;}
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#>

‎test/Microsoft.ML.CodeGenerator.Tests/ApprovalTests/ConsoleCodeGeneratorTests.AzureCodeGeneratorTest.test.ConsoleApp.csproj.approved.txt‎

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@@ -11,4 +11,8 @@
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<ItemGroup>
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<ProjectReference Include="..\Test.Model\Test.Model.csproj" />
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</ItemGroup>
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<ItemGroup>
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<ProjectCapability Include="ModelBuilderGenerated" />
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</ItemGroup>
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</Project>

‎test/Microsoft.ML.CodeGenerator.Tests/ApprovalTests/ConsoleCodeGeneratorTests.AzureCodeGeneratorTest.test.Model.csproj.approved.txt‎

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@@ -16,5 +16,8 @@
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<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
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</None>
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</ItemGroup>
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<ItemGroup>
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<ProjectCapability Include="ModelBuilderGenerated" />
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</ItemGroup>
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</Project>

‎test/Microsoft.ML.CodeGenerator.Tests/ApprovalTests/ConsoleCodeGeneratorTests.AzureImageCodeGeneratorTest.CodeGenTest.ConsoleApp.csproj.approved.txt‎

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@@ -12,4 +12,8 @@
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<ItemGroup>
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<ProjectReference Include="..\CodeGenTest.Model\CodeGenTest.Model.csproj" />
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</ItemGroup>
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<ItemGroup>
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<ProjectCapability Include="ModelBuilderGenerated" />
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</ItemGroup>
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</Project>

‎test/Microsoft.ML.CodeGenerator.Tests/ApprovalTests/ConsoleCodeGeneratorTests.AzureImageCodeGeneratorTest.CodeGenTest.Model.csproj.approved.txt‎

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@@ -17,5 +17,8 @@
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<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
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</None>
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</ItemGroup>
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<ItemGroup>
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<ProjectCapability Include="ModelBuilderGenerated" />
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</ItemGroup>
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</Project>

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