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Original file line number Diff line number Diff line change
Expand Up @@ -222,7 +222,7 @@ public SingleValueRowMapper(RoleMappedSchema schema, SchemaBindablePredictorWrap
if (!InputRoleMappedSchema.Feature.HasValue || dependingColumns.Count() == 0)
return Enumerable.Empty<DataViewSchema.Column>();

return Enumerable.Repeat(InputRoleMappedSchema.Feature.Value, 1); ;
return Enumerable.Repeat(InputRoleMappedSchema.Feature.Value, 1);
}

public IEnumerable<KeyValuePair<RoleMappedSchema.ColumnRole, string>> GetInputColumnRoles()
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Transforms/ColumnSelecting.cs
Original file line number Diff line number Diff line change
Expand Up @@ -320,7 +320,7 @@ private static bool GetHiddenOption(IHostEnvironment env, HiddenColumnOption opt
return false;
default:
throw env.Except("Unsupported hide option specified");
};
}
}

/// <summary>
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Transforms/Hashing.cs
Original file line number Diff line number Diff line change
Expand Up @@ -342,7 +342,7 @@ private static IDataTransform Create(IHostEnvironment env, Options options, IDat
item.Seed ?? options.Seed,
item.Ordered ?? options.Ordered,
item.MaximumNumberOfInverts ?? options.MaximumNumberOfInverts);
};
}
return new HashingTransformer(env, input, cols).MakeDataTransform(input);
}

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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Transforms/KeyToVector.cs
Original file line number Diff line number Diff line change
Expand Up @@ -206,7 +206,7 @@ private static IDataTransform Create(IHostEnvironment env, Options options, IDat
item.Name,
item.Source ?? item.Name,
item.Bag ?? options.Bag);
};
}
return new KeyToVectorMappingTransformer(env, cols).MakeDataTransform(input);
}

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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Transforms/TypeConverting.cs
Original file line number Diff line number Diff line change
Expand Up @@ -336,7 +336,7 @@ internal static IDataTransform Create(IHostEnvironment env, Options options, IDa
kind = tempResultType.Value;
}
cols[i] = new TypeConvertingEstimator.ColumnOptions(item.Name, kind.ToDataKind(), item.Source ?? item.Name, keyCount);
};
}
return new TypeConvertingTransformer(env, cols).MakeDataTransform(input);
}

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Original file line number Diff line number Diff line change
Expand Up @@ -298,7 +298,7 @@ internal static IDataTransform Create(IHostEnvironment env, Options options, IDa
item.TextKeyValues ?? options.TextKeyValues);
cols[i].Keys = item.Terms;
cols[i].Key = item.Term ?? options.Term;
};
}
var keyData = GetKeyDataViewOrNull(env, ch, options.DataFile, options.TermsColumn, options.Loader, out bool autoLoaded);
return new ValueToKeyMappingTransformer(env, input, cols, keyData, autoLoaded).MakeDataTransform(input);
}
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4 changes: 2 additions & 2 deletions src/Microsoft.ML.EntryPoints/PermutationFeatureImportance.cs
Original file line number Diff line number Diff line change
Expand Up @@ -183,7 +183,7 @@ private static IDataView GetMulticlassMetrics(
TopKAccuracyStdErr = pMetric.TopKAccuracy.StandardError,
PerClassLogLoss = pMetric.PerClassLogLoss.Select(x => x.Mean).ToArray(),
PerClassLogLossStdErr = pMetric.PerClassLogLoss.Select(x => x.StandardError).ToArray()
}); ;
});
}

// Convert unknown size vectors to known size.
Expand Down Expand Up @@ -314,7 +314,7 @@ private static string[] GetSlotNames(RoleMappedSchema schema)
foreach (var value in slotValues)
{
slotNames.Add(value.ToString());
};
}

return slotNames.ToArray();
}
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/Utils/LinqExtensions.cs
Original file line number Diff line number Diff line change
Expand Up @@ -206,7 +206,7 @@ public static T[] ToArray<T>(this IEnumerable<T> me, int length)
public static IEnumerable<int> CumulativeSum<T>(this IEnumerable<int> s)
{
int sum = 0;
;

foreach (var x in s)
{
sum = sum + x;
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Featurizers/TimeSeriesImputerDataView.cs
Original file line number Diff line number Diff line change
Expand Up @@ -749,7 +749,7 @@ public Cursor(IChannelProvider provider, DataViewRowCursor input, TransformerEst

var sharedState = new SharedColumnState();

_allColumns = _schema.Select(x => TypedColumn.CreateTypedColumn(x, dataColumns, allImputedColumnNames, sharedState)).ToDictionary(x => x.Column.Name); ;
_allColumns = _schema.Select(x => TypedColumn.CreateTypedColumn(x, dataColumns, allImputedColumnNames, sharedState)).ToDictionary(x => x.Column.Name);
_allColumns[IsRowImputedColumnName] = new BoolTypedColumn(_schema[IsRowImputedColumnName], false, true, sharedState);

foreach (var column in _allColumns.Values)
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.LightGbm/LightGbmTrainerBase.cs
Original file line number Diff line number Diff line change
Expand Up @@ -851,7 +851,7 @@ private void CreateDatasetFromSamplingData(IChannel ch, FloatLabelCursor.Factory
nonZeroCntPerColumn[i] = 0;
sampleValuePerColumn[i] = new double[estimateNonZeroCnt];
sampleIndicesPerColumn[i] = new int[estimateNonZeroCnt];
};
}
using (var cursor = factory.Create())
{
int step = 1;
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4 changes: 2 additions & 2 deletions src/Microsoft.ML.LightGbm/WrappedLightGbmDataset.cs
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@ public unsafe Dataset(double[][] sampleValuePerColumn,
ptrArrayValues[i] = (double*)gcValues[i].AddrOfPinnedObject().ToPointer();
gcIndices[i] = GCHandle.Alloc(sampleIndicesPerColumn[i], GCHandleType.Pinned);
ptrArrayIndices[i] = (int*)gcIndices[i].AddrOfPinnedObject().ToPointer();
};
}
fixed (double** ptrValues = ptrArrayValues)
fixed (int** ptrIndices = ptrArrayIndices)
{
Expand All @@ -79,7 +79,7 @@ public unsafe Dataset(double[][] sampleValuePerColumn,
gcValues[i].Free();
if (gcIndices[i].IsAllocated)
gcIndices[i].Free();
};
}
}
// Before adding examples (i.e., feature vectors of the original data set), the original labels, weights, and groups are added.
SetLabel(labels);
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.OnnxTransformer/OnnxUtils.cs
Original file line number Diff line number Diff line change
Expand Up @@ -315,7 +315,7 @@ private static bool CheckOnnxShapeCompatibility(IEnumerable<int> left, IEnumerab
// Along a specific axis, if any of left or right have unknown dimension, the overwriting can happen.
if (l != r && l > 0 && r > 0)
return false;
};
}
return true;
}

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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Parquet/PartitionedPathParser.cs
Original file line number Diff line number Diff line change
Expand Up @@ -278,7 +278,7 @@ void ICanSaveModel.Save(ModelSaveContext ctx)
sb.Clear();
_host.Check(col.TryUnparse(sb));
ctx.SaveString(sb.ToString());
};
}
}
public IEnumerable<PartitionedFileLoader.Column> ParseColumns(string path)
{
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.StandardTrainers/Standard/SdcaBinary.cs
Original file line number Diff line number Diff line change
Expand Up @@ -1796,7 +1796,7 @@ private protected override SchemaShape.Column[] ComputeSdcaBinaryClassifierSchem
NumberDataViewType.Single,
false,
new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))));
};
}

return outCols.ToArray();
}
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Transforms/KeyToVectorMapping.cs
Original file line number Diff line number Diff line change
Expand Up @@ -128,7 +128,7 @@ private static IDataTransform Create(IHostEnvironment env, Options options, IDat
{
var item = options.Columns[i];
cols[i] = (item.Name, item.Source ?? item.Name);
};
}
}
return new KeyToBinaryVectorMappingTransformer(env, cols).MakeDataTransform(input);
}
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Transforms/MissingValueReplacing.cs
Original file line number Diff line number Diff line change
Expand Up @@ -447,7 +447,7 @@ internal static IDataTransform Create(IHostEnvironment env, Options options, IDa
(MissingValueReplacingEstimator.ReplacementMode)(item.Kind ?? options.ReplacementKind),
item.Slot ?? options.ImputeBySlot,
item.ReplacementString);
};
}
return new MissingValueReplacingTransformer(env, input, cols).MakeDataTransform(input);
}

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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Transforms/RandomFourierFeaturizing.cs
Original file line number Diff line number Diff line change
Expand Up @@ -429,7 +429,7 @@ private static IDataTransform Create(IHostEnvironment env, Options options, IDat
item.Source ?? item.Name,
(item.MatrixGenerator ?? options.MatrixGenerator).CreateComponent(env),
item.Seed ?? options.Seed);
};
}
}
return new ApproximatedKernelTransformer(env, input, cols).MakeDataTransform(input);
}
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Original file line number Diff line number Diff line change
Expand Up @@ -355,7 +355,7 @@ private static IDataTransform Create(IHostEnvironment env, Options options, IDat
item.MaximumNumberOfInverts ?? options.MaximumNumberOfInverts,
item.RehashUnigrams ?? options.RehashUnigrams
);
};
}
}
return new NgramHashingTransformer(env, input, cols).MakeDataTransform(input);
}
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Transforms/Text/NgramTransform.cs
Original file line number Diff line number Diff line change
Expand Up @@ -429,7 +429,7 @@ internal static IDataTransform Create(IHostEnvironment env, Options options, IDa
item.Weighting ?? options.Weighting,
maxNumTerms,
item.Source ?? item.Name);
};
}
}
return new NgramExtractingTransformer(env, input, cols).MakeDataTransform(input);
}
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2 changes: 1 addition & 1 deletion src/Microsoft.ML.Transforms/Text/TokenizingByCharacters.cs
Original file line number Diff line number Diff line change
Expand Up @@ -258,7 +258,7 @@ private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVariableName,
node = ctx.CreateNode(opType, squeezeOutput, labelEncoderOutput, ctx.GetNodeName(opType));

IEnumerable<string> charStrings = Enumerable.Range(0, 65535).Select(x => ((char)x).ToString());
IEnumerable<long> charValues = Enumerable.Range(0, 65535).Select(x => Convert.ToInt64(x)); ;
IEnumerable<long> charValues = Enumerable.Range(0, 65535).Select(x => Convert.ToInt64(x));
node.AddAttribute("keys_strings", charStrings);
node.AddAttribute("values_int64s", charValues);

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