dotnet · TomFinley · Jul 25, 2018 · Jul 18, 2018 · Jul 19, 2018 · Jul 19, 2018
diff --git a/Microsoft.ML.sln b/Microsoft.ML.sln
@@ -5,6 +5,9 @@ MinimumVisualStudioVersion = 10.0.40219.1
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.Core", "src\Microsoft.ML.Core\Microsoft.ML.Core.csproj", "{A6CA6CC6-5D7C-4D7F-A0F5-35E14B383B0A}"
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{09EADF06-BE25-4228-AB53-95AE3E15B530}"
+	ProjectSection(SolutionItems) = preProject
+		src\Source.ruleset = src\Source.ruleset
+	EndProjectSection
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "test", "test", "{AED9C836-31E3-4F3F-8ABC-929555D3F3C4}"
 EndProject
@@ -88,6 +91,12 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Microsoft.ML.CpuMath", "Mic
 		pkg\Microsoft.ML.CpuMath\Microsoft.ML.CpuMath.symbols.nupkgproj = pkg\Microsoft.ML.CpuMath\Microsoft.ML.CpuMath.symbols.nupkgproj
 	EndProjectSection
 EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "tools-local", "tools-local", "{7F13E156-3EBA-4021-84A5-CD56BA72F99E}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.CodeAnalyzer", "tools-local\Microsoft.ML.CodeAnalyzer\Microsoft.ML.CodeAnalyzer.csproj", "{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Microsoft.ML.CodeAnalyzer.Tests", "test\Microsoft.ML.CodeAnalyzer.Tests\Microsoft.ML.CodeAnalyzer.Tests.csproj", "{3E4ABF07-7970-4BE6-B45B-A13D3C397545}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -304,6 +313,22 @@ Global
 		{DCF46B79-1FDB-4DBA-A263-D3D64E3AAA27}.Release|Any CPU.Build.0 = Release|Any CPU
 		{DCF46B79-1FDB-4DBA-A263-D3D64E3AAA27}.Release-Intrinsics|Any CPU.ActiveCfg = Release|Any CPU
 		{DCF46B79-1FDB-4DBA-A263-D3D64E3AAA27}.Release-Intrinsics|Any CPU.Build.0 = Release|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Debug-Intrinsics|Any CPU.ActiveCfg = Debug|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Debug-Intrinsics|Any CPU.Build.0 = Debug|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Release|Any CPU.Build.0 = Release|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Release-Intrinsics|Any CPU.ActiveCfg = Release|Any CPU
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440}.Release-Intrinsics|Any CPU.Build.0 = Release|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Debug-Intrinsics|Any CPU.ActiveCfg = Debug|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Debug-Intrinsics|Any CPU.Build.0 = Debug|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release|Any CPU.Build.0 = Release|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release-Intrinsics|Any CPU.ActiveCfg = Release|Any CPU
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545}.Release-Intrinsics|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
@@ -340,6 +365,8 @@ Global
 		{001F3B4E-FBE4-4001-AFD2-A6A989CD1C25} = {09EADF06-BE25-4228-AB53-95AE3E15B530}
 		{DCF46B79-1FDB-4DBA-A263-D3D64E3AAA27} = {09EADF06-BE25-4228-AB53-95AE3E15B530}
 		{BF66A305-DF10-47E4-8D81-42049B149D2B} = {D3D38B03-B557-484D-8348-8BADEE4DF592}
+		{B4E55B2D-2A92-46E7-B72F-E76D6FD83440} = {7F13E156-3EBA-4021-84A5-CD56BA72F99E}
+		{3E4ABF07-7970-4BE6-B45B-A13D3C397545} = {AED9C836-31E3-4F3F-8ABC-929555D3F3C4}
 	EndGlobalSection
 	GlobalSection(ExtensibilityGlobals) = postSolution
 		SolutionGuid = {41165AF1-35BB-4832-A189-73060F82B01D}

diff --git a/build/Dependencies.props b/build/Dependencies.props
@@ -7,6 +7,6 @@
     <SystemCodeDomPackageVersion>4.4.0</SystemCodeDomPackageVersion>
     <SystemReflectionEmitLightweightPackageVersion>4.3.0</SystemReflectionEmitLightweightPackageVersion>
     <PublishSymbolsPackageVersion>1.0.0-beta-62824-02</PublishSymbolsPackageVersion>
-	<LightGBMPackageVersion>2.1.2.2</LightGBMPackageVersion>
+    <LightGBMPackageVersion>2.1.2.2</LightGBMPackageVersion>
   </PropertyGroup>
 </Project>
diff --git a/src/Directory.Build.props b/src/Directory.Build.props
@@ -11,7 +11,17 @@
     <NoWarn>$(NoWarn);1591</NoWarn>
     <WarningsNotAsErrors>$(WarningsNotAsErrors);1591</WarningsNotAsErrors>
 
-
+    <CodeAnalysisRuleSet>$(MSBuildThisFileDirectory)\Source.ruleset</CodeAnalysisRuleSet>
   </PropertyGroup>
 
+  <ItemGroup>
+    <ProjectReference
+      Condition="'$(UseMLCodeAnalyzer)' != 'false'"
+      Include="$(MSBuildThisFileDirectory)\..\tools-local\Microsoft.ML.CodeAnalyzer\Microsoft.ML.CodeAnalyzer.csproj">
+      <ReferenceOutputAssembly>false</ReferenceOutputAssembly>
+      <OutputItemType>Analyzer</OutputItemType>
+    </ProjectReference>
+    <PackageReference Condition="'$(UseStyleCopAnalyzer)' != 'false'" Include="StyleCop.Analyzers" Version="1.1.0-beta008" PrivateAssets="All" />
+  </ItemGroup>
+
 </Project>
diff --git a/src/Microsoft.ML.Api/ApiUtils.cs b/src/Microsoft.ML.Api/ApiUtils.cs
@@ -46,7 +46,7 @@ private static OpCode GetAssignmentOpCode(Type t)
 
         /// <summary>
         /// Each of the specialized 'peek' methods copies the appropriate field value of an instance of T
-        /// into the provided buffer. So, the call is 'peek(userObject, ref destination)' and the logic is 
+        /// into the provided buffer. So, the call is 'peek(userObject, ref destination)' and the logic is
         /// indentical to 'destination = userObject.##FIELD##', where ##FIELD## is defined per peek method.
         /// </summary>
         internal static Delegate GeneratePeek<TOwn, TRow>(InternalSchemaDefinition.Column column)
@@ -83,7 +83,7 @@ private static Delegate GeneratePeek<TOwn, TRow, TValue>(FieldInfo fieldInfo, Op
 
         /// <summary>
         /// Each of the specialized 'poke' methods sets the appropriate field value of an instance of T
-        /// to the provided value. So, the call is 'peek(userObject, providedValue)' and the logic is 
+        /// to the provided value. So, the call is 'peek(userObject, providedValue)' and the logic is
         /// indentical to 'userObject.##FIELD## = providedValue', where ##FIELD## is defined per poke method.
         /// </summary>
         internal static Delegate GeneratePoke<TOwn, TRow>(InternalSchemaDefinition.Column column)

diff --git a/src/Microsoft.ML.Api/CodeGenerationUtils.cs b/src/Microsoft.ML.Api/CodeGenerationUtils.cs
@@ -97,12 +97,12 @@ public static string GetCSharpString(CSharpCodeProvider codeProvider, string val
         }
 
         /// <summary>
-        /// Gets the C# strings representing the type name for a variable corresponding to 
-        /// the <see cref="IDataView"/> column type. 
-        /// 
-        /// If the type is a vector, then <paramref name="useVBuffer"/> controls whether the array field is 
+        /// Gets the C# strings representing the type name for a variable corresponding to
+        /// the <see cref="IDataView"/> column type.
+        ///
+        /// If the type is a vector, then <paramref name="useVBuffer"/> controls whether the array field is
         /// generated or <see cref="VBuffer{T}"/>.
-        /// 
+        ///
         /// If additional attributes are required, they are appended to the <paramref name="attributes"/> list.
         /// </summary>
         private static string GetBackingTypeName(ColumnType colType, bool useVBuffer, List<string> attributes)

diff --git a/src/Microsoft.ML.Api/ComponentCreation.cs b/src/Microsoft.ML.Api/ComponentCreation.cs
@@ -11,14 +11,14 @@
 namespace Microsoft.ML.Runtime.Api
 {
     /// <summary>
-    /// This class defines extension methods for an <see cref="IHostEnvironment"/> to facilitate creating 
+    /// This class defines extension methods for an <see cref="IHostEnvironment"/> to facilitate creating
     /// components (loaders, transforms, trainers, scorers, evaluators, savers).
     /// </summary>
     public static class ComponentCreation
     {
         /// <summary>
         /// Create a new data view which is obtained by appending all columns of all the source data views.
-        /// If the data views are of different length, the resulting data view will have the length equal to the 
+        /// If the data views are of different length, the resulting data view will have the length equal to the
         /// length of the shortest source.
         /// </summary>
         /// <param name="env">The host environment to use.</param>
@@ -59,11 +59,11 @@ public static RoleMappedData CreateExamples(this IHostEnvironment env, IDataView
         /// Create a new <see cref="IDataView"/> over an in-memory collection of the items of user-defined type.
         /// The user maintains ownership of the <paramref name="data"/> and the resulting data view will
         /// never alter the contents of the <paramref name="data"/>.
-        /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to not 
+        /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to not
         /// modify the contents of <paramref name="data"/> while the data view is being actively cursored.
-        /// 
+        ///
         /// One typical usage for in-memory data view could be: create the data view, train a predictor.
-        /// Once the predictor is fully trained, modify the contents of the underlying collection and 
+        /// Once the predictor is fully trained, modify the contents of the underlying collection and
         /// train another predictor.
         /// </summary>
         /// <typeparam name="TRow">The user-defined item type.</typeparam>
@@ -88,9 +88,9 @@ public static IDataView CreateDataView<TRow>(this IHostEnvironment env, IList<TR
         /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to support
         /// multiple enumeration of the <paramref name="data"/> that would return the same results, unless
         /// the user knows that the data will only be cursored once.
-        /// 
+        ///
         /// One typical usage for streaming data view could be: create the data view that lazily loads data
-        /// as needed, then apply pre-trained transformations to it and cursor through it for transformation 
+        /// as needed, then apply pre-trained transformations to it and cursor through it for transformation
         /// results. This is how <see cref="BatchPredictionEngine{TSrc,TDst}"/> is implemented.
         /// </summary>
         /// <typeparam name="TRow">The user-defined item type.</typeparam>
@@ -191,7 +191,7 @@ public static PredictionEngine<TSrc, TDst> CreatePredictionEngine<TSrc, TDst>(th
         /// <summary>
         /// Create a prediction engine.
         /// This encapsulates the 'classic' prediction problem, where the input is denoted by the float array of features,
-        /// and the output is a float score. For binary classification predictors that can output probability, there are output 
+        /// and the output is a float score. For binary classification predictors that can output probability, there are output
         /// fields that report the predicted label and probability.
         /// </summary>
         /// <param name="env">The host environment to use.</param>
@@ -207,7 +207,7 @@ public static SimplePredictionEngine CreateSimplePredictionEngine(this IHostEnvi
 
         /// <summary>
         /// Load the transforms (but not loader) from the model steram and apply them to the specified data.
-        /// It is acceptable to have no transforms in the model stream: in this case the original 
+        /// It is acceptable to have no transforms in the model stream: in this case the original
         /// <paramref name="data"/> will be returned.
         /// </summary>
         /// <param name="env">The host environment to use.</param>

diff --git a/src/Microsoft.ML.Api/DataViewConstructionUtils.cs b/src/Microsoft.ML.Api/DataViewConstructionUtils.cs
@@ -285,7 +285,7 @@ private Delegate CreateGetter(int index)
                 }
 
                 // REVIEW: The converting getter invokes a type conversion delegate on every call, so it's inherently slower
-                // than the 'direct' getter. We don't have good indication of this to the user, and the selection 
+                // than the 'direct' getter. We don't have good indication of this to the user, and the selection
                 // of affected types is pretty arbitrary (signed integers and bools, but not uints and floats).
                 private Delegate CreateConvertingArrayGetterDelegate<TSrc, TDst>(int index, Func<TSrc, TDst> convert)
                 {
@@ -396,7 +396,7 @@ private void CheckColumnInRange(int columnIndex)
         }
 
         /// <summary>
-        /// An in-memory data view based on the IList of data. 
+        /// An in-memory data view based on the IList of data.
         /// Supports shuffling.
         /// </summary>
         private sealed class ListDataView<TRow> : DataViewBase<TRow>
@@ -492,11 +492,11 @@ protected override bool MoveManyCore(long count)
         }
 
         /// <summary>
-        /// An in-memory data view based on the IEnumerable of data. 
+        /// An in-memory data view based on the IEnumerable of data.
         /// Doesn't support shuffling.
-        /// 
+        ///
         /// This class is public because prediction engine wants to call its <see cref="SetData"/>
-        /// for performance reasons. 
+        /// for performance reasons.
         /// </summary>
         public sealed class StreamingDataView<TRow> : DataViewBase<TRow>
             where TRow : class
@@ -578,7 +578,7 @@ protected override bool MoveNextCore()
 
         /// <summary>
         /// This represents the 'infinite data view' over one (mutable) user-defined object.
-        /// The 'current row' object can be updated at any time, this will affect all the 
+        /// The 'current row' object can be updated at any time, this will affect all the
         /// newly created cursors, but not the ones already existing.
         /// </summary>
         public sealed class SingleRowLoopDataView<TRow> : DataViewBase<TRow>
@@ -731,7 +731,7 @@ public abstract partial class MetadataInfo
         /// </summary>
         public ColumnType MetadataType;
         /// <summary>
-        /// The string identifier of the metadata. Some identifiers have special meaning, 
+        /// The string identifier of the metadata. Some identifiers have special meaning,
         /// like "SlotNames", but any other identifiers can be used.
         /// </summary>
         public readonly string Kind;
@@ -757,7 +757,7 @@ public sealed class MetadataInfo<T> : MetadataInfo
         /// <summary>
         /// Constructor for metadata of value type T.
         /// </summary>
-        /// <param name="kind">The string identifier of the metadata. Some identifiers have special meaning, 
+        /// <param name="kind">The string identifier of the metadata. Some identifiers have special meaning,
         /// like "SlotNames", but any other identifiers can be used.</param>
         /// <param name="value">Metadata value.</param>
         /// <param name="metadataType">Type of the metadata.</param>

diff --git a/src/Microsoft.ML.Api/GenerateCodeCommand.cs b/src/Microsoft.ML.Api/GenerateCodeCommand.cs
@@ -21,7 +21,7 @@ namespace Microsoft.ML.Runtime.Api
 {
     /// <summary>
     /// Generates the sample prediction code for a given model file, with correct input and output classes.
-    /// 
+    ///
     /// REVIEW: Consider adding support for generating VBuffers instead of arrays, maybe for high dimensionality vectors.
     /// </summary>
     public sealed class GenerateCodeCommand : ICommand
@@ -45,7 +45,7 @@ public sealed class Arguments
                 ShortName = "sparse", SortOrder = 102)]
             public bool SparseVectorDeclaration;
 
-            // REVIEW: currently, it's only used in unit testing to not generate the paths into the test output folder. 
+            // REVIEW: currently, it's only used in unit testing to not generate the paths into the test output folder.
             // However, it might be handy for automation scenarios, so I've added this as a hidden option.
             [Argument(ArgumentType.AtMostOnce, HelpText = "A location of the model file to put into generated file", Hide = true)]
             public string ModelNameOverride;

diff --git a/src/Microsoft.ML.Api/InternalSchemaDefinition.cs b/src/Microsoft.ML.Api/InternalSchemaDefinition.cs
@@ -76,12 +76,12 @@ private Column(string columnName, ColumnType columnType, FieldInfo fieldInfo = n
             }
 
             /// <summary>
-            /// Function that checks whether the InternalSchemaDefinition.Column is a valid one. 
+            /// Function that checks whether the InternalSchemaDefinition.Column is a valid one.
             /// To be valid, the Column must:
             ///     1. Have non-empty values for ColumnName and ColumnType
             ///     2. Have a non-empty value for FieldInfo iff it is a field column, else
             ///        ReturnParameterInfo and Generator iff it is a computed column
-            ///     3. Generator must have the method inputs (TRow rowObject, 
+            ///     3. Generator must have the method inputs (TRow rowObject,
             ///        long position, ref TValue outputValue) in that order.
             ///  </summary>
             [Conditional("DEBUG")]
@@ -133,7 +133,7 @@ private InternalSchemaDefinition(Column[] columns)
         /// <summary>
         /// Given a field info on a type, returns whether this appears to be a vector type,
         /// and also the associated data kind for this type. If a data kind could not
-        /// be determined, this will throw. 
+        /// be determined, this will throw.
         /// </summary>
         /// <param name="fieldInfo">The field info to inspect.</param>
         /// <param name="isVector">Whether this appears to be a vector type.</param>
@@ -149,7 +149,7 @@ public static void GetVectorAndKind(FieldInfo fieldInfo, out bool isVector, out
         /// <summary>
         /// Given a parameter info on a type, returns whether this appears to be a vector type,
         /// and also the associated data kind for this type. If a data kind could not
-        /// be determined, this will throw. 
+        /// be determined, this will throw.
         /// </summary>
         /// <param name="parameterInfo">The parameter info to inspect.</param>
         /// <param name="isVector">Whether this appears to be a vector type.</param>
@@ -165,7 +165,7 @@ public static void GetVectorAndKind(ParameterInfo parameterInfo, out bool isVect
         /// <summary>
         /// Given a type and name for a variable, returns whether this appears to be a vector type,
         /// and also the associated data kind for this type. If a data kind could not
-        /// be determined, this will throw. 
+        /// be determined, this will throw.
         /// </summary>
         /// <param name="rawType">The type of the variable to inspect.</param>
         /// <param name="name">The name of the variable to inspect.</param>
@@ -222,7 +222,7 @@ public static InternalSchemaDefinition Create(Type userType, SchemaDefinition us
                             col.MemberName,
                             userType.FullName);
 
-                    //Clause to handle the field that may be used to expose the cursor channel. 
+                    //Clause to handle the field that may be used to expose the cursor channel.
                     //This field does not need a column.
                     if (fieldInfo.FieldType == typeof(IChannel))
                         continue;
@@ -251,7 +251,7 @@ public static InternalSchemaDefinition Create(Type userType, SchemaDefinition us
                 }
                 else
                 {
-                    // Make sure that the types are compatible with the declared type, including 
+                    // Make sure that the types are compatible with the declared type, including
                     // whether it is a vector type.
                     if (isVector != col.ColumnType.IsVector)
                     {