small code cleanup (#271)

Ivanidzo4ka · justinormont · commit 9d19d0e7058e · 2018-05-30T16:09:01.000-07:00
diff --git a/src/Microsoft.ML.Core/EntryPoints/ModuleCatalog.cs b/src/Microsoft.ML.Core/EntryPoints/ModuleCatalog.cs
@@ -51,7 +51,7 @@ public sealed class EntryPointInfo
             public readonly Type[] OutputKinds;
             public readonly ObsoleteAttribute ObsoleteAttribute;
 
-            internal EntryPointInfo(IExceptionContext ectx, MethodInfo method, 
+            internal EntryPointInfo(IExceptionContext ectx, MethodInfo method,
                 TlcModule.EntryPointAttribute attribute, ObsoleteAttribute obsoleteAttribute)
             {
                 Contracts.AssertValueOrNull(ectx);
@@ -187,7 +187,7 @@ private ModuleCatalog(IExceptionContext ectx)
                     if (attr == null)
                         continue;
 
-                    var info = new EntryPointInfo(ectx, methodInfo, attr, 
+                    var info = new EntryPointInfo(ectx, methodInfo, attr,
                         methodInfo.GetCustomAttributes(typeof(ObsoleteAttribute), false).FirstOrDefault() as ObsoleteAttribute);
 
                     entryPoints.Add(info);
@@ -315,7 +315,7 @@ public bool TryFindComponent(Type interfaceType, Type argumentType, out Componen
             Contracts.CheckParam(interfaceType.IsInterface, nameof(interfaceType), "Must be interface");
             Contracts.CheckValue(argumentType, nameof(argumentType));
 
-            component = _components.FirstOrDefault(x => x.InterfaceType == interfaceType &&  x.ArgumentType == argumentType);
+            component = _components.FirstOrDefault(x => x.InterfaceType == interfaceType && x.ArgumentType == argumentType);
             return component != null;
         }
 
diff --git a/src/Microsoft.ML.Data/EntryPoints/ScoreModel.cs b/src/Microsoft.ML.Data/EntryPoints/ScoreModel.cs
@@ -72,11 +72,8 @@ public static Output Score(IHostEnvironment env, Input input)
             host.CheckValue(input, nameof(input));
             EntryPointUtils.CheckInputArgs(host, input);
 
-
-            IPredictor predictor;
             var inputData = input.Data;
-            RoleMappedData data;
-            input.PredictorModel.PrepareData(host, inputData, out data, out predictor);
+            input.PredictorModel.PrepareData(host, inputData, out RoleMappedData data, out IPredictor predictor);
 
             IDataView scoredPipe;
             using (var ch = host.Start("Creating scoring pipeline"))
diff --git a/src/Microsoft.ML.PipelineInference/AutoInference.cs b/src/Microsoft.ML.PipelineInference/AutoInference.cs
@@ -353,7 +353,7 @@ private void ProcessPipeline(Sweeper.Algorithms.SweeperProbabilityUtils utils, S
                     testMetricVal += 1e-10;
 
                 // Save performance score
-                candidate.PerformanceSummary = 
+                candidate.PerformanceSummary =
                     new RunSummary(testMetricVal, randomizedNumberOfRows, stopwatch.ElapsedMilliseconds, trainMetricVal);
                 _sortedSampledElements.Add(candidate.PerformanceSummary.MetricValue, candidate);
                 _history.Add(candidate);
diff --git a/src/Microsoft.ML.PipelineInference/AutoMlUtils.cs b/src/Microsoft.ML.PipelineInference/AutoMlUtils.cs
@@ -15,7 +15,7 @@ namespace Microsoft.ML.Runtime.PipelineInference
 {
     public static class AutoMlUtils
     {
-        public static double ExtractValueFromIDV(IHostEnvironment env, IDataView result, string columnName)
+        public static double ExtractValueFromIdv(IHostEnvironment env, IDataView result, string columnName)
         {
             Contracts.CheckValue(env, nameof(env));
             env.CheckValue(result, nameof(result));
@@ -40,8 +40,8 @@ public static double ExtractValueFromIDV(IHostEnvironment env, IDataView result,
 
         public static AutoInference.RunSummary ExtractRunSummary(IHostEnvironment env, IDataView result, string metricColumnName, IDataView trainResult = null)
         {
-            double testingMetricValue = ExtractValueFromIDV(env, result, metricColumnName);
-            double trainingMetricValue = trainResult != null ? ExtractValueFromIDV(env, trainResult, metricColumnName)  : double.MinValue;
+            double testingMetricValue = ExtractValueFromIdv(env, result, metricColumnName);
+            double trainingMetricValue = trainResult != null ? ExtractValueFromIdv(env, trainResult, metricColumnName)  : double.MinValue;
             return new AutoInference.RunSummary(testingMetricValue, 0, 0, trainingMetricValue);
         }
 
diff --git a/src/Microsoft.ML.PipelineInference/PipelinePattern.cs b/src/Microsoft.ML.PipelineInference/PipelinePattern.cs
@@ -213,8 +213,8 @@ public void RunTrainTestExperiment(IDataView trainData, IDataView testData,
 
             var dataOut = experiment.GetOutput(trainTestOutput.OverallMetrics);
             var dataOutTraining = experiment.GetOutput(trainTestOutput.TrainingOverallMetrics);
-            testMetricValue = AutoMlUtils.ExtractValueFromIDV(_env, dataOut, metric.Name);
-            trainMetricValue = AutoMlUtils.ExtractValueFromIDV(_env, dataOutTraining, metric.Name);
+            testMetricValue = AutoMlUtils.ExtractValueFromIdv(_env, dataOut, metric.Name);
+            trainMetricValue = AutoMlUtils.ExtractValueFromIdv(_env, dataOutTraining, metric.Name);
         }
 
         public static PipelineResultRow[] ExtractResults(IHostEnvironment env, IDataView data,
diff --git a/src/Microsoft.ML/Runtime/EntryPoints/CrossValidationBinaryMacro.cs b/src/Microsoft.ML/Runtime/EntryPoints/CrossValidationBinaryMacro.cs
@@ -256,7 +256,6 @@ public static ArrayITransformModelOutput MakeArray(IHostEnvironment env, ArrayIT
             return result;
         }
 
-
         public sealed class ArrayIDataViewInput
         {
             [Argument(ArgumentType.Required, HelpText = "The data sets", SortOrder = 1)]
diff --git a/src/Microsoft.ML/Runtime/EntryPoints/CrossValidationMacro.cs b/src/Microsoft.ML/Runtime/EntryPoints/CrossValidationMacro.cs
@@ -31,7 +31,7 @@ public sealed class SubGraphOutput
         {
             [Argument(ArgumentType.AtMostOnce, HelpText = "The predictor model", SortOrder = 1)]
             public Var<IPredictorModel> PredictorModel;
-            
+
             [Argument(ArgumentType.AtMostOnce, HelpText = "The transform model", SortOrder = 2)]
             public Var<ITransformModel> TransformModel;
         }
@@ -104,7 +104,6 @@ public sealed class Output
             public IDataView ConfusionMatrix;
         }
 
-
         public sealed class CombineMetricsInput
         {
             [Argument(ArgumentType.Multiple, HelpText = "Overall metrics datasets", SortOrder = 1)]
@@ -219,7 +218,7 @@ public static CommonOutputs.MacroOutput<Output> CrossValidate(
                 }
                 else
                     args.Outputs.TransformModel = null;
-                
+
                 // Set train/test trainer kind to match.
                 args.Kind = input.Kind;
 
diff --git a/src/Microsoft.ML/Runtime/EntryPoints/ImportTextData.cs b/src/Microsoft.ML/Runtime/EntryPoints/ImportTextData.cs
@@ -64,7 +64,7 @@ public static Output TextLoader(IHostEnvironment env, LoaderInput input)
             var host = env.Register("ImportTextData");
             env.CheckValue(input, nameof(input));
             EntryPointUtils.CheckInputArgs(host, input);
-            var loader = host.CreateLoader(input.Arguments, new FileHandleSource(input.InputFile)); 
+            var loader = host.CreateLoader(input.Arguments, new FileHandleSource(input.InputFile));
             return new Output { Data = loader };
         }
     }
diff --git a/src/Microsoft.ML/Runtime/EntryPoints/TrainTestMacro.cs b/src/Microsoft.ML/Runtime/EntryPoints/TrainTestMacro.cs
@@ -26,7 +26,7 @@ public sealed class SubGraphOutput
         {
             [Argument(ArgumentType.AtMostOnce, HelpText = "The predictor model", SortOrder = 1)]
             public Var<IPredictorModel> PredictorModel;
-            
+
             [Argument(ArgumentType.AtMostOnce, HelpText = "Transform model", SortOrder = 2)]
             public Var<ITransformModel> TransformModel;
         }
@@ -130,7 +130,7 @@ public static CommonOutputs.MacroOutput<Output> TrainTest(
             if (!subGraphRunContext.TryGetVariable(varName, out dataVariable))
                 throw env.Except($"Invalid variable name '{varName}'.");
 
-            string outputVarName = input.Outputs.PredictorModel == null ? node.GetOutputVariableName(nameof(Output.TransformModel)) : 
+            string outputVarName = input.Outputs.PredictorModel == null ? node.GetOutputVariableName(nameof(Output.TransformModel)) :
                 node.GetOutputVariableName(nameof(Output.PredictorModel));
 
             foreach (var subGraphNode in subGraphNodes)
@@ -249,7 +249,7 @@ public static CommonOutputs.MacroOutput<Output> TrainTest(
                 var evalInputOutputTraining = MacroUtils.GetEvaluatorInputOutput(input.Kind, settings);
                 var evalNodeTraining = evalInputOutputTraining.Item1;
                 var evalOutputTraining = evalInputOutputTraining.Item2;
-                evalNodeTraining.Data.VarName = input.Outputs.PredictorModel == null ? datasetTransformNodeTrainingOutput.OutputData.VarName : 
+                evalNodeTraining.Data.VarName = input.Outputs.PredictorModel == null ? datasetTransformNodeTrainingOutput.OutputData.VarName :
                     scoreNodeTrainingOutput.ScoredData.VarName;
 
                 if (node.OutputMap.TryGetValue(nameof(Output.TrainingWarnings), out outVariableName))
diff --git a/src/Microsoft.ML/Runtime/Internal/Tools/CSharpApiGenerator.cs b/src/Microsoft.ML/Runtime/Internal/Tools/CSharpApiGenerator.cs
@@ -408,7 +408,7 @@ public static string GetJsonFromField(string fieldName, Type fieldType)
         private readonly string _regenerate;
         private readonly HashSet<string> _excludedSet;
         private const string RegistrationName = "CSharpApiGenerator";
-        public Dictionary<string, string> _typesSymbolTable = new Dictionary<string, string>();
+        public Dictionary<string, string> TypesSymbolTable = new Dictionary<string, string>();
 
         public CSharpApiGenerator(IHostEnvironment env, Arguments args, string regenerate)
         {
@@ -612,7 +612,7 @@ private void GenerateEnums(IndentingTextWriter writer, Type inputType, string cu
                 if (type.IsGenericType && type.GetGenericTypeDefinition() == typeof(Optional<>))
                     type = type.GetGenericArguments()[0];
 
-                if (_typesSymbolTable.ContainsKey(type.FullName))
+                if (TypesSymbolTable.ContainsKey(type.FullName))
                     continue;
 
                 if (!type.IsEnum)
@@ -625,13 +625,13 @@ private void GenerateEnums(IndentingTextWriter writer, Type inputType, string cu
 
                 var enumType = Enum.GetUnderlyingType(type);
 
-                _typesSymbolTable[type.FullName] = GetSymbolFromType(_typesSymbolTable, type, currentNamespace);
+                TypesSymbolTable[type.FullName] = GetSymbolFromType(TypesSymbolTable, type, currentNamespace);
                 if (enumType == typeof(int))
-                    writer.WriteLine($"public enum {_typesSymbolTable[type.FullName].Substring(_typesSymbolTable[type.FullName].LastIndexOf('.') + 1)}");
+                    writer.WriteLine($"public enum {TypesSymbolTable[type.FullName].Substring(TypesSymbolTable[type.FullName].LastIndexOf('.') + 1)}");
                 else
                 {
                     Contracts.Assert(enumType == typeof(byte));
-                    writer.WriteLine($"public enum {_typesSymbolTable[type.FullName].Substring(_typesSymbolTable[type.FullName].LastIndexOf('.') + 1)} : byte");
+                    writer.WriteLine($"public enum {TypesSymbolTable[type.FullName].Substring(TypesSymbolTable[type.FullName].LastIndexOf('.') + 1)} : byte");
                 }
 
                 writer.Write("{");
@@ -707,19 +707,19 @@ private void GenerateStructs(IndentingTextWriter writer,
                 if (typeEnum != TlcModule.DataKind.Unknown)
                     continue;
 
-                if (_typesSymbolTable.ContainsKey(type.FullName))
+                if (TypesSymbolTable.ContainsKey(type.FullName))
                     continue;
 
-                _typesSymbolTable[type.FullName] = GetSymbolFromType(_typesSymbolTable, type, currentNamespace);
+                TypesSymbolTable[type.FullName] = GetSymbolFromType(TypesSymbolTable, type, currentNamespace);
                 string classBase = "";
                 if (type.IsSubclassOf(typeof(OneToOneColumn)))
-                    classBase = $" : OneToOneColumn<{_typesSymbolTable[type.FullName].Substring(_typesSymbolTable[type.FullName].LastIndexOf('.') + 1)}>, IOneToOneColumn";
+                    classBase = $" : OneToOneColumn<{TypesSymbolTable[type.FullName].Substring(TypesSymbolTable[type.FullName].LastIndexOf('.') + 1)}>, IOneToOneColumn";
                 else if (type.IsSubclassOf(typeof(ManyToOneColumn)))
-                    classBase = $" : ManyToOneColumn<{_typesSymbolTable[type.FullName].Substring(_typesSymbolTable[type.FullName].LastIndexOf('.') + 1)}>, IManyToOneColumn";
-                writer.WriteLine($"public sealed partial class {_typesSymbolTable[type.FullName].Substring(_typesSymbolTable[type.FullName].LastIndexOf('.') + 1)}{classBase}");
+                    classBase = $" : ManyToOneColumn<{TypesSymbolTable[type.FullName].Substring(TypesSymbolTable[type.FullName].LastIndexOf('.') + 1)}>, IManyToOneColumn";
+                writer.WriteLine($"public sealed partial class {TypesSymbolTable[type.FullName].Substring(TypesSymbolTable[type.FullName].LastIndexOf('.') + 1)}{classBase}");
                 writer.WriteLine("{");
                 writer.Indent();
-                GenerateInputFields(writer, type, catalog, _typesSymbolTable);
+                GenerateInputFields(writer, type, catalog, TypesSymbolTable);
                 writer.Outdent();
                 writer.WriteLine("}");
                 writer.WriteLine();
@@ -858,12 +858,12 @@ private void GenerateColumnAddMethods(IndentingTextWriter writer,
                     writer.Indent();
                     if (isArray)
                     {
-                        writer.WriteLine($"var list = {fieldName} == null ? new List<{_typesSymbolTable[type.FullName]}>() : new List<{_typesSymbolTable[type.FullName]}>({fieldName});");
-                        writer.WriteLine($"list.Add(OneToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(source));");
+                        writer.WriteLine($"var list = {fieldName} == null ? new List<{TypesSymbolTable[type.FullName]}>() : new List<{TypesSymbolTable[type.FullName]}>({fieldName});");
+                        writer.WriteLine($"list.Add(OneToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(source));");
                         writer.WriteLine($"{fieldName} = list.ToArray();");
                     }
                     else
-                        writer.WriteLine($"{fieldName} = OneToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(source);");
+                        writer.WriteLine($"{fieldName} = OneToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(source);");
                     writer.Outdent();
                     writer.WriteLine("}");
                     writer.WriteLine();
@@ -872,12 +872,12 @@ private void GenerateColumnAddMethods(IndentingTextWriter writer,
                     writer.Indent();
                     if (isArray)
                     {
-                        writer.WriteLine($"var list = {fieldName} == null ? new List<{_typesSymbolTable[type.FullName]}>() : new List<{_typesSymbolTable[type.FullName]}>({fieldName});");
-                        writer.WriteLine($"list.Add(OneToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(name, source));");
+                        writer.WriteLine($"var list = {fieldName} == null ? new List<{TypesSymbolTable[type.FullName]}>() : new List<{TypesSymbolTable[type.FullName]}>({fieldName});");
+                        writer.WriteLine($"list.Add(OneToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(name, source));");
                         writer.WriteLine($"{fieldName} = list.ToArray();");
                     }
                     else
-                        writer.WriteLine($"{fieldName} = OneToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(name, source);");
+                        writer.WriteLine($"{fieldName} = OneToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(name, source);");
                     writer.Outdent();
                     writer.WriteLine("}");
                     writer.WriteLine();
@@ -905,12 +905,12 @@ private void GenerateColumnAddMethods(IndentingTextWriter writer,
                     writer.Indent();
                     if (isArray)
                     {
-                        writer.WriteLine($"var list = {fieldName} == null ? new List<{_typesSymbolTable[type.FullName]}>() : new List<{_typesSymbolTable[type.FullName]}>({fieldName});");
-                        writer.WriteLine($"list.Add(ManyToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(name, source));");
+                        writer.WriteLine($"var list = {fieldName} == null ? new List<{TypesSymbolTable[type.FullName]}>() : new List<{TypesSymbolTable[type.FullName]}>({fieldName});");
+                        writer.WriteLine($"list.Add(ManyToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(name, source));");
                         writer.WriteLine($"{fieldName} = list.ToArray();");
                     }
                     else
-                        writer.WriteLine($"{fieldName} = ManyToOneColumn<{_typesSymbolTable[type.FullName]}>.Create(name, source);");
+                        writer.WriteLine($"{fieldName} = ManyToOneColumn<{TypesSymbolTable[type.FullName]}>.Create(name, source);");
                     writer.Outdent();
                     writer.WriteLine("}");
                     writer.WriteLine();
@@ -942,10 +942,10 @@ private void GenerateInput(IndentingTextWriter writer,
             foreach (var line in entryPointInfo.Description.Split(new[] { Environment.NewLine }, StringSplitOptions.RemoveEmptyEntries))
                 writer.WriteLine($"/// {line}");
             writer.WriteLine("/// </summary>");
-            
-            if(entryPointInfo.ObsoleteAttribute != null)
+
+            if (entryPointInfo.ObsoleteAttribute != null)
                 writer.WriteLine($"[Obsolete(\"{entryPointInfo.ObsoleteAttribute.Message}\")]");
-            
+
             writer.WriteLine($"public sealed partial class {classAndMethod.Item2}{classBase}");
             writer.WriteLine("{");
             writer.Indent();
@@ -955,7 +955,7 @@ private void GenerateInput(IndentingTextWriter writer,
 
             GenerateColumnAddMethods(writer, entryPointInfo.InputType, catalog, classAndMethod.Item2, out Type transformType);
             writer.WriteLine();
-            GenerateInputFields(writer, entryPointInfo.InputType, catalog, _typesSymbolTable);
+            GenerateInputFields(writer, entryPointInfo.InputType, catalog, TypesSymbolTable);
             writer.WriteLine();
 
             GenerateOutput(writer, entryPointInfo, out HashSet<string> outputVariableNames);
@@ -1191,7 +1191,7 @@ private void GenerateComponent(IndentingTextWriter writer, ModuleCatalog.Compone
             writer.WriteLine($"public sealed class {GeneratorUtils.GetComponentName(component)} : {component.Kind}");
             writer.WriteLine("{");
             writer.Indent();
-            GenerateInputFields(writer, component.ArgumentType, catalog, _typesSymbolTable, "Microsoft.ML.");
+            GenerateInputFields(writer, component.ArgumentType, catalog, TypesSymbolTable, "Microsoft.ML.");
             writer.WriteLine($"internal override string ComponentName => \"{component.Name}\";");
             writer.Outdent();
             writer.WriteLine("}");

Original file line number	Diff line number	Diff line change
`@@ -15,7 +15,7 @@ namespace Microsoft.ML.Runtime.PipelineInference`
`15`	`15`	`{`
`16`	`16`	`public static class AutoMlUtils`
`17`	`17`	`{`
`18`		`- public static double ExtractValueFromIDV(IHostEnvironment env, IDataView result, string columnName)`
	`18`	`+ public static double ExtractValueFromIdv(IHostEnvironment env, IDataView result, string columnName)`
`19`	`19`	`{`
`20`	`20`	`Contracts.CheckValue(env, nameof(env));`
`21`	`21`	`env.CheckValue(result, nameof(result));`
`@@ -40,8 +40,8 @@ public static double ExtractValueFromIDV(IHostEnvironment env, IDataView result,`
`40`	`40`
`41`	`41`	`public static AutoInference.RunSummary ExtractRunSummary(IHostEnvironment env, IDataView result, string metricColumnName, IDataView trainResult = null)`
`42`	`42`	`{`
`43`		`- double testingMetricValue = ExtractValueFromIDV(env, result, metricColumnName);`
`44`		`- double trainingMetricValue = trainResult != null ? ExtractValueFromIDV(env, trainResult, metricColumnName) : double.MinValue;`
	`43`	`+ double testingMetricValue = ExtractValueFromIdv(env, result, metricColumnName);`
	`44`	`+ double trainingMetricValue = trainResult != null ? ExtractValueFromIdv(env, trainResult, metricColumnName) : double.MinValue;`
`45`	`45`	`return new AutoInference.RunSummary(testingMetricValue, 0, 0, trainingMetricValue);`
`46`	`46`	`}`
`47`	`47`
Original file line number	Diff line number	Diff line change
`@@ -213,8 +213,8 @@ public void RunTrainTestExperiment(IDataView trainData, IDataView testData,`
`213`	`213`
`214`	`214`	`var dataOut = experiment.GetOutput(trainTestOutput.OverallMetrics);`
`215`	`215`	`var dataOutTraining = experiment.GetOutput(trainTestOutput.TrainingOverallMetrics);`
`216`		`- testMetricValue = AutoMlUtils.ExtractValueFromIDV(_env, dataOut, metric.Name);`
`217`		`- trainMetricValue = AutoMlUtils.ExtractValueFromIDV(_env, dataOutTraining, metric.Name);`
	`216`	`+ testMetricValue = AutoMlUtils.ExtractValueFromIdv(_env, dataOut, metric.Name);`
	`217`	`+ trainMetricValue = AutoMlUtils.ExtractValueFromIdv(_env, dataOutTraining, metric.Name);`
`218`	`218`	`}`
`219`	`219`
`220`	`220`	`public static PipelineResultRow[] ExtractResults(IHostEnvironment env, IDataView data,`
Original file line number	Diff line number	Diff line change
`@@ -256,7 +256,6 @@ public static ArrayITransformModelOutput MakeArray(IHostEnvironment env, ArrayIT`
`256`	`256`	`return result;`
`257`	`257`	`}`
`258`	`258`
`259`		`-`
`260`	`259`	`public sealed class ArrayIDataViewInput`
`261`	`260`	`{`
`262`	`261`	`[Argument(ArgumentType.Required, HelpText = "The data sets", SortOrder = 1)]`
Original file line number	Diff line number	Diff line change
`@@ -31,7 +31,7 @@ public sealed class SubGraphOutput`
`31`	`31`	`{`
`32`	`32`	`[Argument(ArgumentType.AtMostOnce, HelpText = "The predictor model", SortOrder = 1)]`
`33`	`33`	`public Var<IPredictorModel> PredictorModel;`
`34`		`-`
	`34`	`+`
`35`	`35`	`[Argument(ArgumentType.AtMostOnce, HelpText = "The transform model", SortOrder = 2)]`
`36`	`36`	`public Var<ITransformModel> TransformModel;`
`37`	`37`	`}`
`@@ -104,7 +104,6 @@ public sealed class Output`
`104`	`104`	`public IDataView ConfusionMatrix;`
`105`	`105`	`}`
`106`	`106`
`107`		`-`
`108`	`107`	`public sealed class CombineMetricsInput`
`109`	`108`	`{`
`110`	`109`	`[Argument(ArgumentType.Multiple, HelpText = "Overall metrics datasets", SortOrder = 1)]`
`@@ -219,7 +218,7 @@ public static CommonOutputs.MacroOutput<Output> CrossValidate(`
`219`	`218`	`}`
`220`	`219`	`else`
`221`	`220`	`args.Outputs.TransformModel = null;`
`222`		`-`
	`221`	`+`
`223`	`222`	`// Set train/test trainer kind to match.`
`224`	`223`	`args.Kind = input.Kind;`
`225`	`224`
Original file line number	Diff line number	Diff line change
`@@ -64,7 +64,7 @@ public static Output TextLoader(IHostEnvironment env, LoaderInput input)`
`64`	`64`	`var host = env.Register("ImportTextData");`
`65`	`65`	`env.CheckValue(input, nameof(input));`
`66`	`66`	`EntryPointUtils.CheckInputArgs(host, input);`
`67`		`- var loader = host.CreateLoader(input.Arguments, new FileHandleSource(input.InputFile));`
	`67`	`+ var loader = host.CreateLoader(input.Arguments, new FileHandleSource(input.InputFile));`
`68`	`68`	`return new Output { Data = loader };`
`69`	`69`	`}`
`70`	`70`	`}`