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[AutoML] turn off line pragmas in .tt files to play nice with signing (#3617)
* turn off line pragmas in .tt files to play nice with signing * dedupe tags
1 parent d8bc4ed commit ca974cd

8 files changed

+4
-228
lines changed

‎src/mlnet/Templates/Console/ModelProject.cs

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@@ -17,12 +17,9 @@ namespace Microsoft.ML.CLI.Templates.Console
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/// <summary>
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/// Class to produce the template output
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/// </summary>
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#line 1 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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[global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.TextTemplating", "15.0.0.0")]
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public partial class ModelProject : ModelProjectBase
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{
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#line hidden
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/// <summary>
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/// Create the template output
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/// </summary>
@@ -31,67 +28,29 @@ public virtual string TransformText()
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this.Write("<Project Sdk=\"Microsoft.NET.Sdk\">\r\n\r\n <PropertyGroup>\r\n <TargetFramework>netc" +
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"oreapp2.1</TargetFramework>\r\n </PropertyGroup>\r\n <ItemGroup>\r\n <PackageRefe" +
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"rence Include=\"Microsoft.ML\" Version=\"1.0.0-preview\" />\r\n");
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#line 13 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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if(IncludeLightGBMPackage){
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#line default
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#line hidden
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this.Write(" <PackageReference Include=\"Microsoft.ML.LightGBM\" Version=\"1.0.0-preview\" />\r" +
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"\n");
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#line 15 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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}
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#line default
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#line hidden
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#line 16 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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if(IncludeMklComponentsPackage){
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#line default
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#line hidden
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this.Write(" <PackageReference Include=\"Microsoft.ML.Mkl.Components\" Version=\"1.0.0-previe" +
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"w\" />\r\n");
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#line 18 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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}
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#line default
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#line hidden
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#line 19 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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if(IncludeFastTreePackage){
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#line default
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#line hidden
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this.Write(" <PackageReference Include=\"Microsoft.ML.FastTree\" Version=\"1.0.0-preview\" />\r" +
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"\n");
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#line 21 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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}
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#line default
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#line hidden
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this.Write(" </ItemGroup>\r\n\r\n <ItemGroup>\r\n <None Update=\"MLModel.zip\">\r\n <CopyToOu" +
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"tputDirectory>PreserveNewest</CopyToOutputDirectory>\r\n </None>\r\n </ItemGroup" +
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">\r\n \r\n</Project>\r\n");
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return this.GenerationEnvironment.ToString();
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}
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#line 31 "E:\src\machinelearning\src\mlnet\Templates\Console\ModelProject.tt"
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public bool IncludeLightGBMPackage {get;set;}
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public bool IncludeMklComponentsPackage {get;set;}
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public bool IncludeFastTreePackage {get;set;}
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#line default
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#line hidden
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}
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#line default
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#line hidden
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#region Base class
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/// <summary>
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/// Base class for this transformation

‎src/mlnet/Templates/Console/ModelProject.tt

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@@ -1,4 +1,4 @@
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<#@ template language="C#" #>
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<#@ template language="C#" linePragmas="false" #>
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<#@ assembly name="System.Core" #>
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<#@ import namespace="System.Linq" #>
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<#@ import namespace="System.Text" #>

‎src/mlnet/Templates/Console/ObservationClass.cs

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@@ -17,12 +17,9 @@ namespace Microsoft.ML.CLI.Templates.Console
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/// <summary>
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/// Class to produce the template output
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/// </summary>
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#line 1 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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[global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.TextTemplating", "15.0.0.0")]
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public partial class ObservationClass : ObservationClassBase
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{
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/// <summary>
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/// Create the template output
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/// </summary>
@@ -37,49 +34,21 @@ public virtual string TransformText()
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using Microsoft.ML.Data;
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namespace ");
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#line 14 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Namespace));
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#line default
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#line hidden
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this.Write(".Model.DataModels\r\n{\r\n public class SampleObservation\r\n {\r\n");
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#line 18 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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foreach(var label in ClassLabels){
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#line default
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#line hidden
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this.Write(" ");
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#line 19 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(label));
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#line default
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#line hidden
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this.Write("\r\n");
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#line 20 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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}
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#line default
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this.Write("}\r\n}\r\n");
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return this.GenerationEnvironment.ToString();
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}
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#line 23 "E:\src\machinelearning-automl\src\mlnet\Templates\Console\ObservationClass.tt"
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public IList<string> ClassLabels {get;set;}
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public string Namespace {get;set;}
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#line default
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}
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#line default
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#region Base class
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/// <summary>
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/// Base class for this transformation

‎src/mlnet/Templates/Console/ObservationClass.tt

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@@ -1,4 +1,4 @@
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<#@ template language="C#" #>
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<#@ template language="C#" linePragmas="false" #>
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<#@ assembly name="System.Core" #>
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<#@ import namespace="System.Linq" #>
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<#@ import namespace="System.Text" #>

‎src/mlnet/Templates/Console/PredictProgram.cs

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@@ -19,12 +19,9 @@ namespace Microsoft.ML.CLI.Templates.Console
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/// <summary>
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/// Class to produce the template output
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/// </summary>
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#line 1 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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[global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.TextTemplating", "15.0.0.0")]
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public partial class PredictProgram : PredictProgramBase
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{
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/// <summary>
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/// Create the template output
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/// </summary>
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using System.Linq;
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using Microsoft.ML;
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using ");
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#line 18 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Namespace));
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this.Write(".Model.DataModels;\r\n\r\n\r\nnamespace ");
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#line 21 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Namespace));
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this.Write(".ConsoleApp\r\n{\r\n class Program\r\n {\r\n //Machine Learning model to loa" +
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"d and use for predictions\r\n private const string MODEL_FILEPATH = @\"MLMod" +
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"el.zip\";\r\n\r\n //Dataset to use for predictions \r\n");
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#line 29 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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if(string.IsNullOrEmpty(TestDataPath)){
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this.Write(" private const string DATA_FILEPATH = @\"");
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#line 30 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(TrainDataPath));
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this.Write("\";\r\n");
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#line 31 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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} else{
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this.Write(" private const string DATA_FILEPATH = @\"");
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this.Write(this.ToStringHelper.ToStringWithCulture(TestDataPath));
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this.Write("\";\r\n");
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}
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this.Write(@"
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static void Main(string[] args)
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{
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SamplePrediction predictionResult = predEngine.Predict(sampleData);
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");
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#line 51 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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if("BinaryClassification".Equals(TaskType)){
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this.Write(" Console.WriteLine($\"Single Prediction --> Actual value: {sampleData.");
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#line 52 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Utils.Normalize(LabelName)));
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this.Write("} | Predicted value: {predictionResult.Prediction}\");\r\n");
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#line 53 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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}else if("Regression".Equals(TaskType)){
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this.Write(" Console.WriteLine($\"Single Prediction --> Actual value: {sampleData.");
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#line 54 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Utils.Normalize(LabelName)));
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this.Write("} | Predicted value: {predictionResult.Score}\");\r\n");
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#line 55 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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} else if("MulticlassClassification".Equals(TaskType)){
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this.Write(" Console.WriteLine($\"Single Prediction --> Actual value: {sampleData.");
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#line 56 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(Utils.Normalize(LabelName)));
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this.Write("} | Predicted value: {predictionResult.Prediction} | Predicted scores: [{String.J" +
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"oin(\",\", predictionResult.Score)}]\");\r\n");
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#line 57 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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}
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this.Write(@"
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Console.WriteLine(""=============== End of process, hit any key to finish ==============="");
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Console.ReadKey();
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IDataView dataView = mlContext.Data.LoadFromTextFile<SampleObservation>(
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path: dataFilePath,
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hasHeader : ");
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this.Write(this.ToStringHelper.ToStringWithCulture(HasHeader.ToString().ToLowerInvariant()));
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this.Write(",\r\n separatorChar : \'");
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this.Write(this.ToStringHelper.ToStringWithCulture(Regex.Escape(Separator.ToString())));
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this.Write("\',\r\n allowQuoting : ");
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this.Write(this.ToStringHelper.ToStringWithCulture(AllowQuoting.ToString().ToLowerInvariant()));
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this.Write(",\r\n allowSparse: ");
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#line 73 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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this.Write(this.ToStringHelper.ToStringWithCulture(AllowSparse.ToString().ToLowerInvariant()));
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this.Write(@");
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// Here (SampleObservation object) you could provide new test data, hardcoded or from the end-user application, instead of the row from the file.
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");
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return this.GenerationEnvironment.ToString();
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}
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#line 92 "E:\src\machinelearning\src\mlnet\Templates\Console\PredictProgram.tt"
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public string TaskType {get;set;}
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public string Namespace {get;set;}
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public bool AllowSparse {get;set;}
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public bool HasHeader {get;set;}
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#line default
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}
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#line default
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#region Base class
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/// <summary>
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/// Base class for this transformation

‎src/mlnet/Templates/Console/PredictProgram.tt

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<#@ template language="C#" #>
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<#@ template language="C#" linePragmas="false" #>
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<#@ assembly name="System.Core" #>
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<#@ import namespace="System.Linq" #>
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<#@ import namespace="System.Text" #>

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