23 writes to Source
Microsoft.ML.Core.Tests (3)
UnitTests\TestEntryPoints.cs (3)
3344
new NormalizeTransform.AffineColumn() { Name = "B",
Source
= "B", EnsureZeroUntouched = false },
4450
Columns = new[] { new OneHotEncodingTransformer.Column { Name = "Categories",
Source
= "Categories" } }
4538
Columns = new[] { new WordEmbeddingTransformer.Column { Name = "Features",
Source
= "Text" } },
Microsoft.ML.Data (7)
DataView\LambdaColumnMapper.cs (1)
96
Source
= src;
Transforms\ColumnBindingsBase.cs (3)
38
return ColumnParsingUtils.TryParse(str, out Name, out
Source
);
52
return ColumnParsingUtils.TryParse(str, out Name, out
Source
, out extra);
101
Source
= Name;
Transforms\LabelConvertTransform.cs (1)
78
: this(env, new Arguments() { Columns = new[] { new Column() {
Source
= inputColumnName ?? outputColumnName, Name = outputColumnName } } }, input)
Transforms\LabelIndicatorTransform.cs (1)
129
: this(env, new Options() { Columns = new[] { new Column() {
Source
= source ?? name, Name = name } }, ClassIndex = classIndex }, input)
Transforms\TransformBase.cs (1)
554
Source
= transform.Source.Schema[x.Source].Name,
Microsoft.ML.EntryPoints (3)
FeatureCombiner.cs (2)
105
.Select(c => new ValueToKeyMappingTransformer.Column() { Name = c.Name,
Source
= c.Name, Term = GetTerms(viewTrain, c.InputColumnName) })
253
Source
= input.LabelColumn,
OneVersusAllMacro.cs (1)
58
labelIndicatorArgs.Columns = new[] { new LabelIndicatorTransform.Column() { Name = label,
Source
= label } };
Microsoft.ML.FastTree (1)
FastTree.cs (1)
1349
var convCol = new LabelConvertTransform.Column() { Name = labelName,
Source
= labelName };
Microsoft.ML.Tests (2)
Transformers\CopyColumnEstimatorTests.cs (1)
138
Columns = new[] { new ValueToKeyMappingTransformer.Column() {
Source
= "Term", Name = "T" } }
Transformers\TextFeaturizerTests.cs (1)
573
new StopWordsRemovingTransformer.Column() { Name = "Text",
Source
= "Text" }
Microsoft.ML.Transforms (7)
HashJoiningTransform.cs (1)
193
: this(env, new Arguments() { Columns = new[] { new Column() {
Source
= source ?? name, Name = name } }, Join = join, NumberOfBits = numberOfBits }, input)
LearnerFeatureSelection.cs (1)
123
col.
Source
= options.FeatureColumn;
MissingValueHandlingTransformer.cs (2)
125
new Column() { Name = outputColumnName,
Source
= inputColumnName ?? outputColumnName }
177
naIndicatorCols.Add(new MissingValueIndicatorTransformer.Column() { Name = tmpIsMissingColName,
Source
= column.Source });
Text\TextFeaturizingEstimator.cs (1)
504
col.
Source
= wordTokCols[i];
Text\WordBagTransform.cs (2)
154
Source
= column.Name,
555
extractorCols[i] = new Column { Name = cols[i].Name,
Source
= cols[i].Source[0] };
79 references to Source
Microsoft.ML.Data (36)
Transforms\ColumnBindingsBase.cs (7)
65
if (CmdQuoter.NeedsQuoting(Name) || CmdQuoter.NeedsQuoting(
Source
))
69
if (
Source
!= Name)
70
sb.Append(':').Append(
Source
);
85
if (CmdQuoter.NeedsQuoting(Name) || CmdQuoter.NeedsQuoting(
Source
))
88
sb.Append(Name).Append(':').Append(extra).Append(':').Append(
Source
);
99
Name =
Source
;
100
else if (string.IsNullOrWhiteSpace(
Source
))
Transforms\ColumnCopying.cs (1)
152
var transformer = new ColumnCopyingTransformer(env, options.Columns.Select(x => (x.Name, x.
Source
)).ToArray());
Transforms\Hashing.cs (1)
340
item.
Source
?? item.Name,
Transforms\KeyToValue.cs (1)
109
var transformer = new KeyToValueMappingTransformer(env, options.Columns.Select(c => (c.Name, c.
Source
?? c.Name)).ToArray());
Transforms\KeyToVector.cs (1)
207
item.
Source
?? item.Name,
Transforms\NormalizeColumn.cs (11)
316
col.
Source
?? col.Name,
334
col.
Source
?? col.Name,
354
col.
Source
?? col.Name,
374
col.
Source
?? col.Name,
395
col.
Source
?? col.Name,
974
args.Columns[icol].
Source
?? args.Columns[icol].Name,
1011
args.Columns[icol].
Source
?? args.Columns[icol].Name,
1051
args.Columns[icol].
Source
?? args.Columns[icol].Name,
1091
args.Columns[icol].
Source
?? args.Columns[icol].Name,
1141
args.Columns[icol].
Source
?? args.Columns[icol].Name,
1203
args.Columns[icol].
Source
?? args.Columns[icol].Name,
Transforms\NormalizeUtils.cs (2)
149
if (!schema.TryGetColumnIndex(column.
Source
, out int col))
150
throw env.ExceptUserArg(nameof(input.Columns), $"Column '{column.
Source
}' does not exist.");
Transforms\SlotsDroppingTransformer.cs (1)
227
InputColumnName = column.
Source
?? column.Name;
Transforms\TransformBase.cs (5)
346
if (!inputSchema.TryGetColumnIndex(item.
Source
, out colSrc))
347
throw host.ExceptUserArg(nameof(OneToOneColumn.
Source
), "Source column '{0}' not found", item.
Source
);
354
throw host.ExceptUserArg(nameof(OneToOneColumn.
Source
), InvalidTypeErrorFormat, item.
Source
, type, reason);
Transforms\TypeConverting.cs (4)
103
if (CmdQuoter.NeedsQuoting(Name) || CmdQuoter.NeedsQuoting(
Source
))
124
sb.Append(
Source
);
330
var srcType = input.Schema[item.
Source
?? item.Name].Type;
338
cols[i] = new TypeConvertingEstimator.ColumnOptions(item.Name, kind.ToDataKind(), item.
Source
?? item.Name, keyCount);
Transforms\ValueMapping.cs (1)
688
(string outputColumnName, string inputColumnName)[] columns = options.Columns.Select(x => (x.Name, x.
Source
)).ToArray();
Transforms\ValueToKeyMappingTransformer.cs (1)
295
item.
Source
?? item.Name,
Microsoft.ML.ImageAnalytics (5)
ImageGrayscale.cs (1)
102
return new ImageGrayscalingTransformer(env, options.Columns.Select(x => (x.Name, x.
Source
?? x.Name)).ToArray())
ImageLoader.cs (1)
122
return new ImageLoadingTransformer(env, options.ImageFolder, options.Columns.Select(x => (x.Name, x.
Source
?? x.Name)).ToArray())
ImagePixelExtractor.cs (1)
617
InputColumnName = item.
Source
?? item.Name;
ImageResizer.cs (1)
167
item.
Source
?? item.Name,
VectorToImageTransform.cs (1)
502
InputColumnName = item.
Source
?? item.Name;
Microsoft.ML.Mkl.Components (1)
VectorWhitening.cs (1)
793
InputColumnName = item.
Source
?? item.Name;
Microsoft.ML.PCA (1)
PcaTransformer.cs (1)
256
item.
Source
,
Microsoft.ML.Transforms (36)
Dracula\CountTableTransformer.cs (3)
473
options.Columns.Select(col => new InputOutputColumnPair(col.Name, col.
Source
)).ToArray());
487
c.
Source
,
504
c.
Source
,
Dracula\CountTargetEncodingTransformer.cs (1)
269
cols[i] = new HashingEstimator.ColumnOptions(column.Name, column.
Source
,
GcnTransform.cs (2)
226
item.
Source
?? item.Name,
253
item.
Source
?? item.Name,
KeyToVectorMapping.cs (1)
130
cols[i] = (item.Name, item.
Source
?? item.Name);
MissingValueDroppingTransformer.cs (1)
129
=> columns.Select(c => (c.Name, c.
Source
?? c.Name)).ToArray();
MissingValueHandlingTransformer.cs (7)
155
replaceCols.Add(new MissingValueReplacingEstimator.ColumnOptions(column.Name, column.
Source
,
162
if (!input.Schema.TryGetColumnIndex(column.
Source
, out int inputCol))
163
throw h.Except("Column '{0}' does not exist", column.
Source
);
177
naIndicatorCols.Add(new MissingValueIndicatorTransformer.Column() { Name = tmpIsMissingColName, Source = column.
Source
});
190
replaceCols.Add(new MissingValueReplacingEstimator.ColumnOptions(tmpReplacementColName, column.
Source
,
212
new KeyValuePair<string, string>(column.
Source
, tmpReplacementColName),
213
new KeyValuePair<string, string>(string.Format("IsMissing.{0}", column.
Source
), tmpIsMissingColName),
MissingValueIndicatorTransformer.cs (1)
108
=> columns.Select(c => (c.Name, c.
Source
?? c.Name)).ToArray();
MissingValueReplacing.cs (1)
446
item.
Source
,
OneHotEncoding.cs (1)
107
column.
Source
?? column.Name,
OneHotHashEncoding.cs (1)
156
column.
Source
?? column.Name,
RandomFourierFeaturizing.cs (1)
429
item.
Source
?? item.Name,
Text\LdaTransform.cs (1)
1220
item.
Source
?? item.Name,
Text\NgramTransform.cs (1)
431
item.
Source
?? item.Name);
Text\StopWordsRemovingTransformer.cs (5)
60
return new StopWordsRemovingTransformer(env, columns.Select(x => new StopWordsRemovingEstimator.ColumnOptions(x.Name, x.
Source
)).ToArray());
267
item.
Source
?? item.Name,
738
return new CustomStopWordsRemovingTransformer(env, Stopwords, column.Select(x => (x.Name, x.
Source
)).ToArray());
740
return new CustomStopWordsRemovingTransformer(env, Stopword, DataFile, StopwordsColumn, Loader, column.Select(x => (x.Name, x.
Source
)).ToArray());
1041
cols[i] = (item.Name, item.
Source
?? item.Name);
Text\TextNormalizing.cs (1)
183
cols[i] = (item.Name, item.
Source
?? item.Name);
Text\TokenizingByCharacters.cs (1)
177
cols[i] = (item.Name, item.
Source
?? item.Name);
Text\WordBagTransform.cs (5)
474
h.CheckNonWhiteSpace(col.
Source
, nameof(col.
Source
));
475
if (inputSchema.TryFindColumn(col.
Source
, out var colShape) &&
498
column.
Source
,
535
isTermCol[iinfo] ? column.Name : column.
Source
Text\WordEmbeddingsExtractor.cs (1)
237
item.
Source
?? item.Name);
Text\WordTokenizing.cs (1)
188
cols[i] = new WordTokenizingEstimator.ColumnOptions(item.Name, item.
Source
?? item.Name, separators);