SchemaDefinition

Data\SchemaDefinition.cs (1)

422SchemaDefinition cols = new SchemaDefinition();

Data\SchemaDefinition.cs (3)

205public sealed class SchemaDefinition : List<SchemaDefinition.Column> 418public static SchemaDefinition Create(Type userType, Direction direction = Direction.Both) 422SchemaDefinition cols = new SchemaDefinition();

DataLoadSave\DataOperationsCatalog.cs (2)

77public IDataView LoadFromEnumerable<TRow>(IEnumerable<TRow> data, SchemaDefinition schemaDefinition = null) 129bool ignoreMissingColumns = false, SchemaDefinition schemaDefinition = null)

DataView\DataViewConstructionUtils.cs (10)

26SchemaDefinition schemaDefinition = null) 33? InternalSchemaDefinition.Create(typeof(TRow), SchemaDefinition.Direction.Read) 39SchemaDefinition schemaDefinition = null) 46? InternalSchemaDefinition.Create(typeof(TRow), SchemaDefinition.Direction.Read) 62internal static SchemaDefinition GetSchemaDefinition<TRow>(IHostEnvironment env, DataViewSchema schema) 67var schemaDefinition = SchemaDefinition.Create(typeof(TRow), SchemaDefinition.Direction.Read); 109public static InputRow<TRow> CreateInputRow<TRow>(IHostEnvironment env, SchemaDefinition schemaDefinition = null) 115? InternalSchemaDefinition.Create(typeof(TRow), SchemaDefinition.Direction.Read)

DataView\InternalSchemaDefinition.cs (5)

205public static InternalSchemaDefinition Create(Type userType, SchemaDefinition.Direction direction) 207var userSchemaDefinition = SchemaDefinition.Create(userType, direction); 211public static InternalSchemaDefinition Create(Type userType, SchemaDefinition userSchemaDefinition) 217userSchemaDefinition = SchemaDefinition.Create(userType);

DataView\TypedCursor.cs (7)

222if (!SchemaDefinition.NeedToCheckMemberInfo(memberInfo)) 258private static void ValidateUserType(SchemaDefinition schemaDefinition, Type userType, IDataView data) 264memberInfos = SchemaDefinition.GetMemberInfos(userType, SchemaDefinition.Direction.Write); 312public static TypedCursorable<TRow> Create(IHostEnvironment env, IDataView data, bool ignoreMissingColumns, SchemaDefinition schemaDefinition) 321? InternalSchemaDefinition.Create(typeof(TRow), SchemaDefinition.Direction.Write) 664SchemaDefinition schemaDefinition = null)

Model\ModelOperationsCatalog.cs (2)

313bool ignoreMissingColumns = true, SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null)

Model\PredictionEngineExtensions.cs (2)

29IHostEnvironment env, bool ignoreMissingColumns = true, SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null, bool ownsTransformer = true)

Prediction\PredictionEngine.cs (10)

22internal PipeEngine(IHostEnvironment env, IDataView pipe, bool ignoreMissingColumns, SchemaDefinition schemaDefinition = null) 62SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null, bool ownsTransformer = true) 109SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null, bool ownsTransformer = true) 124IRowToRowMapper mapper, bool ignoreMissingColumns, SchemaDefinition outputSchemaDefinition, out Action disposer, out IRowReadableAs<TDst> outputRow) 188public SchemaDefinition InputSchemaDefinition = Defaults.InputSchemaDefinition; 191public SchemaDefinition OutputSchemaDefinition = Defaults.OutputSchemaDefinition; 199public const SchemaDefinition InputSchemaDefinition = null; 200public const SchemaDefinition OutputSchemaDefinition = null;

PermutationFeatureImportance.cs (5)

191SchemaDefinition schema = SchemaDefinition.Create(typeof(MulticlassMetrics)); 296SchemaDefinition schema = SchemaDefinition.Create(typeof(RankingMetrics)); 322private static void ConvertVectorToKnownSize(string metricName, int size, ref SchemaDefinition schema)

ModelFiles.cs (2)

234SchemaDefinition inputSchemaDefinition = SchemaDefinition.Create(typeof(ModelInput));

SchemaDefinitionTests.cs (7)

44var outputSchemaDefinition = SchemaDefinition.Create(typeof(OutputData)); 48outputSchemaDefinition = SchemaDefinition.Create(typeof(OutputData)); 73var inputSchemaDefinition = SchemaDefinition.Create(typeof(OutputData)); 75var outputSchemaDefinition = SchemaDefinition.Create(typeof(OutputData));

OnnxTransformTests.cs (2)

749/// Use <see cref="CustomMappingCatalog.CustomMapping{TSrc, TDst}(TransformsCatalog, Action{TSrc, TDst}, string, SchemaDefinition, SchemaDefinition)"/>

Dynamic\DataOperations\LoadFromEnumerable.cs (2)

62var definedSchema = SchemaDefinition.Create(typeof(DataPoint));

Dynamic\SimpleDataViewImplementation.cs (1)

105/// .LoadFromEnumerable{TRow}(IEnumerable{TRow}, SchemaDefinition)"/>

SamplesDatasetUtils.cs (2)

225/// calling <see cref="DataOperationsCatalog.CreateEnumerable{TRow}(IDataView, bool, bool, SchemaDefinition)"/> via on <see cref="MLContext"/>. 236/// calling <see cref="DataOperationsCatalog.CreateEnumerable{TRow}(IDataView, bool, bool, SchemaDefinition)"/> via on <see cref="MLContext"/>.

OnnxConversionTest.cs (2)

2183private void TestPipeline<TRow>(IEstimator<ITransformer> pipeline, IEnumerable<TRow> data, string onnxFileName, ColumnComparison[] columnsToCompare, SchemaDefinition schemaDefinition = null, string onnxTxtName = null, string onnxTxtSubDir = null) 2219private void TestPipeline<TLastTransformer, TRow>(EstimatorChain<TLastTransformer> pipeline, IEnumerable<TRow> data, string onnxFileName, ColumnComparison[] columnsToCompare, SchemaDefinition schemaDefinition = null, string onnxTxtName = null, string onnxTxtSubDir = null)

Scenarios\Api\TestApi.cs (2)

198var autoSchema = SchemaDefinition.Create(typeof(BreastCancerExample));

SvmLightTests.cs (16)

74var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 103var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 131var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 159var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 210var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 304var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 461var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput)); 488var schemaDef = SchemaDefinition.Create(typeof(SvmLightOutput));

PredictionEngine.cs (5)

146SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null) : 218IRowToRowMapper mapper, bool ignoreMissingColumns, SchemaDefinition outputSchemaDefinition, out Action disposer, out IRowReadableAs<TDst> outputRow) 400bool ignoreMissingColumns = false, SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null)

SequentialTransformBase.cs (4)

239var inputSchema = SchemaDefinition.Create(typeof(DataBox<TInput>)); 242var outputSchema = SchemaDefinition.Create(typeof(DataBox<TOutput>));

SequentialTransformerBase.cs (5)

496var inputSchema = SchemaDefinition.Create(typeof(DataBox<TInput>)); 499SchemaDefinition outputSchema; 503outputSchema = SchemaDefinition.Create(typeof(DataBoxForecastingWithConfidenceIntervals<TOutput>)); 522outputSchema = SchemaDefinition.Create(typeof(DataBox<TOutput>));

CustomMappingCatalog.cs (2)

45SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null)

CustomMappingTransformer.cs (8)

28internal SchemaDefinition InputSchemaDefinition { get; } 45SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null) 58? InternalSchemaDefinition.Create(typeof(TDst), SchemaDefinition.Direction.Write) 229/// <seealso cref="CustomMappingCatalog.CustomMapping{TSrc, TDst}(TransformsCatalog, Action{TSrc, TDst}, string, SchemaDefinition, SchemaDefinition)"/> 243SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null)

LambdaTransform.cs (3)

100SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null) 140Func<TSrc, TState, bool> filterFunc, Action<TState> initStateAction, SchemaDefinition inputSchemaDefinition = null)

PermutationFeatureImportance.cs (4)

186SchemaDefinition input = SchemaDefinition.Create(typeof(FeaturesBuffer)); 190SchemaDefinition output = SchemaDefinition.Create(typeof(FeaturesBuffer));

StatefulCustomMappingTransformer.cs (2)

61AddedSchema = InternalSchemaDefinition.Create(typeof(TDst), SchemaDefinition.Direction.Write); 392var inputDef = InternalSchemaDefinition.Create(typeof(TSrc), SchemaDefinition.Direction.Read);

StatefulFilterTransform.cs (3)

39private readonly SchemaDefinition _inputSchemaDefinition; 56SchemaDefinition inputSchemaDefinition = null, SchemaDefinition outputSchemaDefinition = null)

SvmLight\SvmLightLoader.cs (4)

643var schemaDef = SchemaDefinition.Create(typeof(Indices)); 720var schemaDef = SchemaDefinition.Create(typeof(Output));