1 write to Transformer
Microsoft.ML.Data (1)
DataLoadSave\TrivialEstimator.cs (1)
31
Transformer
= transformer;
56 references to Transformer
Microsoft.ML.Data (14)
DataLoadSave\TrivialEstimator.cs (2)
38
Transformer
.GetOutputSchema(input.Schema);
39
return
Transformer
;
Transforms\ColumnCopying.cs (1)
77
foreach (var (outputColumnName, inputColumnName) in
Transformer
.Columns)
Transforms\ColumnSelecting.cs (2)
135
if (!
Transformer
.IgnoreMissing && !ColumnSelectingTransformer.IsSchemaValid(inputSchema.Select(x => x.Name),
136
Transformer
.SelectColumns,
Transforms\KeyToValue.cs (1)
638
foreach (var colInfo in
Transformer
.Columns)
Transforms\KeyToVector.cs (1)
822
foreach (var colInfo in
Transformer
.Columns)
Transforms\TypeConverting.cs (1)
626
foreach (var colInfo in
Transformer
.Columns)
Transforms\ValueMapping.cs (6)
98
if (
Transformer
.ValueColumnType is VectorDataViewType)
101
if (
Transformer
.ValueColumnType.GetVectorSize() == 0)
108
var isKey =
Transformer
.ValueColumnType is KeyDataViewType;
110
Transformer
.ValueColumnType.GetItemType();
111
var metadataShape = SchemaShape.Create(
Transformer
.ValueColumnMetadata.Schema);
120
if (
Transformer
.ValueColumnType is VectorDataViewType)
Microsoft.ML.ImageAnalytics (5)
ImageGrayscale.cs (1)
250
foreach (var colInfo in
Transformer
.Columns)
ImageLoader.cs (1)
441
foreach (var (outputColumnName, inputColumnName) in
Transformer
.Columns)
ImagePixelExtractor.cs (1)
813
foreach (var colInfo in
Transformer
.Columns)
ImageResizer.cs (1)
513
foreach (var colInfo in
Transformer
.Columns)
VectorToImageTransform.cs (1)
747
foreach (var colInfo in
Transformer
.Columns)
Microsoft.ML.OnnxTransformer (10)
OnnxTransform.cs (10)
1059
for (var i = 0; i <
Transformer
.Inputs.Length; i++)
1062
var input =
Transformer
.Inputs[i];
1065
if (
Transformer
.Model.ModelInfo.InputsInfo[i].Shape.Where(x => x == 0).Count() > 1)
1072
var inputsInfo =
Transformer
.Model.ModelInfo.InputsInfo;
1073
var idx =
Transformer
.Model.ModelInfo.InputNames.IndexOf(input);
1083
for (var i = 0; i <
Transformer
.Outputs.Length; i++)
1085
resultDic[
Transformer
.Outputs[i]] = new SchemaShape.Column(
Transformer
.Outputs[i],
1086
Transformer
.OutputTypes[i].IsKnownSizeVector() ? SchemaShape.Column.VectorKind.Vector
1087
: SchemaShape.Column.VectorKind.VariableVector,
Transformer
.OutputTypes[i].GetItemType(), false);
Microsoft.ML.TimeSeries (15)
IidChangePointDetector.cs (5)
265
if (!inputSchema.TryFindColumn(
Transformer
.InternalTransform.InputColumnName, out var col))
266
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName);
268
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName, "Single", col.GetTypeString());
275
resultDic[
Transformer
.InternalTransform.OutputColumnName] = new SchemaShape.Column(
276
Transformer
.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata));
IidSpikeDetector.cs (5)
241
if (!inputSchema.TryFindColumn(
Transformer
.InternalTransform.InputColumnName, out var col))
242
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName);
244
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName, "Single", col.GetTypeString());
250
resultDic[
Transformer
.InternalTransform.OutputColumnName] = new SchemaShape.Column(
251
Transformer
.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata));
SRCNNAnomalyDetector.cs (5)
273
if (!inputSchema.TryFindColumn(
Transformer
.InternalTransform.InputColumnName, out var col))
274
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName);
276
throw Host.ExceptSchemaMismatch(nameof(inputSchema), "input",
Transformer
.InternalTransform.InputColumnName, "Single", col.GetTypeString());
282
resultDic[
Transformer
.InternalTransform.OutputColumnName] = new SchemaShape.Column(
283
Transformer
.InternalTransform.OutputColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Double, false, new SchemaShape(metadata));
Microsoft.ML.Transforms (12)
CustomMappingTransformer.cs (2)
255
var addedCols = DataViewConstructionUtils.GetSchemaColumns(
Transformer
.AddedSchema);
259
var inputDef = InternalSchemaDefinition.Create(typeof(TSrc),
Transformer
.InputSchemaDefinition);
GcnTransform.cs (1)
914
foreach (var colPair in
Transformer
.Columns)
KeyToVectorMapping.cs (1)
471
foreach (var colInfo in
Transformer
.Columns)
MissingValueDroppingTransformer.cs (1)
43
foreach (var (outputColumnName, inputColumnName) in
Transformer
.Columns)
MissingValueIndicatorTransformer.cs (1)
538
foreach (var colPair in
Transformer
.Columns)
StatefulCustomMappingTransformer.cs (1)
388
var addedCols = DataViewConstructionUtils.GetSchemaColumns(
Transformer
.AddedSchema);
Text\StopWordsRemovingTransformer.cs (2)
673
foreach (var colInfo in
Transformer
.Columns)
1241
foreach (var colInfo in
Transformer
.Columns)
Text\TextNormalizing.cs (1)
582
foreach (var colInfo in
Transformer
.Columns)
Text\TokenizingByCharacters.cs (1)
686
foreach (var colInfo in
Transformer
.Columns)
Text\WordTokenizing.cs (1)
534
foreach (var colInfo in
Transformer
.Columns)