13 instantiations of ColumnInferenceResults
Microsoft.ML.AutoML (1)
ColumnInference\ColumnInferenceApi.cs (1)
100return new ColumnInferenceResults()
Microsoft.ML.CodeGenerator.Tests (12)
ApprovalTests\ConsoleCodeGeneratorTests.cs (9)
582this._columnInference = new ColumnInferenceResults() 624this._columnInference = new ColumnInferenceResults() 661this._columnInference = new ColumnInferenceResults() 710var columnInference = new ColumnInferenceResults() 752this._columnInference = new ColumnInferenceResults() 799var columnInference = new ColumnInferenceResults() 843var columnInference = new ColumnInferenceResults() 1011var columnInference = new ColumnInferenceResults() 1120this._columnInference = new ColumnInferenceResults()
CodeGenTests.cs (1)
98var result = new ColumnInferenceResults()
UtilTest.cs (2)
132var columnInference = new ColumnInferenceResults() 167var columnInference = new ColumnInferenceResults()
90 references to ColumnInferenceResults
Microsoft.ML.AutoML (10)
API\AutoCatalog.cs (6)
218/// The returned <see cref="ColumnInferenceResults.TextLoaderOptions" /> can be used to 226public ColumnInferenceResults InferColumns(string path, string labelColumnName = DefaultColumnNames.Label, char? separatorChar = null, bool? allowQuoting = null, 246/// The returned <see cref="ColumnInferenceResults.TextLoaderOptions" /> can be used to 254public ColumnInferenceResults InferColumns(string path, ColumnInformation columnInformation, char? separatorChar = null, bool? allowQuoting = null, 276/// The returned <see cref="ColumnInferenceResults.TextLoaderOptions" /> can be used to 284public ColumnInferenceResults InferColumns(string path, uint labelColumnIndex, bool hasHeader = false, char? separatorChar = null,
ColumnInference\ColumnInferenceApi.cs (4)
13public static ColumnInferenceResults InferColumns(MLContext context, string path, uint labelColumnIndex, 31public static ColumnInferenceResults InferColumns(MLContext context, string path, string labelColumn, 38public static ColumnInferenceResults InferColumns(MLContext context, string path, ColumnInformation columnInfo, 47public static ColumnInferenceResults InferColumns(MLContext context, string path, ColumnInformation columnInfo, bool hasHeader,
Microsoft.ML.AutoML.Tests (32)
AutoFeaturizerTests.cs (1)
108var columnInference = context.Auto().InferColumns(datasetPath, "Label");
AutoFitTests.cs (10)
45var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel); 71var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel); 98var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel); 125var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel); 259var columnInference = context.Auto().InferColumns(DatasetUtil.TrivialMulticlassDatasetPath, DatasetUtil.TrivialMulticlassDatasetLabel); 333var columnInference = context.Auto().InferColumns(datasetPath, "Label"); 360var columnInference = context.Auto().InferColumns(datasetPath, "Label"); 390var columnInference = context.Auto().InferColumns(datasetPath, "Label"); 585var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel); 649var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel);
ColumnInferenceTests.cs (14)
32var columnInferenceWithoutGrouping = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel, groupColumns: false); 38var columnInferenceWithGrouping = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel, groupColumns: true); 59var result = new MLContext(1).Auto().InferColumns(DatasetUtil.GetUciAdultDataset(), 14, hasHeader: true); 69var result = new MLContext(1).Auto().InferColumns(DatasetUtil.GetIrisDataset(), DatasetUtil.IrisDatasetLabelColIndex); 80var result = new MLContext(1).Auto().InferColumns(Path.Combine("TestData", "DatasetWithEmptyColumn.txt"), DefaultColumnNames.Label, groupColumns: false); 88var result = new MLContext(1).Auto().InferColumns(Path.Combine("TestData", "BinaryDatasetWithBoolColumn.txt"), DefaultColumnNames.Label); 115var result = ColumnInferenceApi.InferColumns(context, filePath, columnInfo, ',', null, null, false, false, false); 135var result = new MLContext(1).Auto().InferColumns(Path.Combine("TestData", "NameColumnIsOnlyFeatureDataset.txt"), DefaultColumnNames.Label); 151var result = new MLContext(1).Auto() 172var result = new MLContext(1).Auto().InferColumns(Path.Combine("TestData", "DatasetWithDefaultColumnNames.txt"), 189var result = new MLContext(1).Auto().InferColumns(DatasetUtil.GetMlNetGeneratedRegressionDataset(), 221var result = mlContext.Auto().InferColumns(dataPath, inputColumnInformation); 248var columnInferenceResults = JsonConvert.DeserializeObject<ColumnInferenceResults>(json);
DatasetUtil.cs (6)
58var columnInferenceResult = context.Auto().InferColumns(uciAdultDataFile, UciAdultLabel); 71var columnInferenceResult = context.Auto().InferColumns(dataFile, 0, groupColumns: false); 84var columnInferenceResult = context.Auto().InferColumns(taxiFareFile, TaxiFareLabel); 97var columnInferenceResult = context.Auto().InferColumns(file, NewspaperChurnLabel); 109var columnInferenceResult = context.Auto().InferColumns(file, "A16"); 120var columnInferenceResult = context.Auto().InferColumns(taxiFareFile, TaxiFareLabel);
TrainValidaionDatasetManagerTest.cs (1)
29var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.UciAdultLabel);
Microsoft.ML.CodeGenerator (12)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachCodeGenenrator.cs (2)
23private readonly ColumnInferenceResults _columnInferenceResult; 25public AzureAttachCodeGenenrator(Pipeline pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachConsoleAppCodeGenerator.cs (2)
27private readonly ColumnInferenceResults _columnInferenceResult; 35public AzureAttachConsoleAppCodeGenerator(Pipeline pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options, string namespaceValue)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachModelCodeGenerator.cs (2)
24private readonly ColumnInferenceResults _columnInferenceResult; 37public AzureAttachModelCodeGenerator(Pipeline pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options, string namespaceValue)
CodeGenerator\CSharp\CodeGenerator.cs (3)
26private readonly ColumnInferenceResults _columnInferenceResult; 36internal CodeGenerator(Pipeline pipeline, ColumnInferenceResults columnInferenceResult, CodeGeneratorSettings settings) 264/// Utilize <see cref="ML.CodeGenerator.Utilities.Utils.GenerateClassLabels(ColumnInferenceResults, IDictionary{string, CodeGeneratorSettings.ColumnMapping})"/>
Utils.cs (3)
37internal static IDictionary<string, string> GenerateSampleData(string inputFile, ColumnInferenceResults columnInference) 52internal static IDictionary<string, string> GenerateSampleData(IDataView dataView, ColumnInferenceResults columnInference) 261internal static IList<string> GenerateClassLabels(ColumnInferenceResults columnInferenceResults, IDictionary<string, CodeGeneratorSettings.ColumnMapping> columnMapping = default)
Microsoft.ML.CodeGenerator.Tests (36)
ApprovalTests\ConsoleCodeGeneratorTests.cs (33)
35private ColumnInferenceResults _columnInference = default; 54ColumnInferenceResults columnInference) = GetMockedOvaPipelineAndInference(); 69ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 84ColumnInferenceResults columnInference) = GetMockedRegressionPipelineAndInference(); 99ColumnInferenceResults columnInference) = GetMockedRankingPipelineAndInference(); 114ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 129ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 144ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 159ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 174ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 190ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 205ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference(); 219(var pipeline, var columnInference) = GetMockedAzureImagePipelineAndInference(); 255(var pipeline, var columnInference) = GetMockedAzureObjectDetectionPipelineAndInference(@"/path/to/onnxModel"); 295(var pipeline, var columnInference, var mapping) = GetMockedAzurePipelineAndInference(); 332(var pipelineSanitized, var columnInferenceSanitized, var mappingSanitized) = this.GetMockedAzurePipelineAndInference(); 334(var pipelineUnsatinized, var columnInferenceUnsatinized, var mappingUnsatinized) = this.GetMockedAzurePipelineAndInferenceUnsanitizedColumnNames(); 339private void TestModelInput(Pipeline pipeline, ColumnInferenceResults columnInference, 379(var bestPipeLine, var columnInference) = GetMockedAzureImagePipelineAndInference(); 534ColumnInferenceResults columnInference) = GetMockedRecommendationPipelineAndInference(); 540private (Pipeline, ColumnInferenceResults) GetMockedRecommendationPipelineAndInference() 596private (Pipeline, ColumnInferenceResults) GetMockedBinaryPipelineAndInference() 633private (Pipeline, ColumnInferenceResults) GetMockedRegressionPipelineAndInference() 670private (Pipeline, ColumnInferenceResults) GetMockedAzureObjectDetectionPipelineAndInference(string onnxModelPath) 710var columnInference = new ColumnInferenceResults() 719private (Pipeline, ColumnInferenceResults) GetMockedRankingPipelineAndInference() 762private (Pipeline, ColumnInferenceResults) GetMockedAzureImagePipelineAndInference() 799var columnInference = new ColumnInferenceResults() 808private (Pipeline, ColumnInferenceResults, IDictionary<string, CodeGeneratorSettings.ColumnMapping>) GetMockedAzurePipelineAndInference() 843var columnInference = new ColumnInferenceResults() 978private (Pipeline, ColumnInferenceResults, IDictionary<string, CodeGeneratorSettings.ColumnMapping>) GetMockedAzurePipelineAndInferenceUnsanitizedColumnNames() 1011var columnInference = new ColumnInferenceResults() 1091private (Pipeline, ColumnInferenceResults) GetMockedOvaPipelineAndInference()
CodeGenTests.cs (1)
98var result = new ColumnInferenceResults()
UtilTest.cs (2)
132var columnInference = new ColumnInferenceResults() 167var columnInference = new ColumnInferenceResults()