private CodeGenerator PrepareForRecommendationTask()
{
(Pipeline pipeline,
ColumnInferenceResults columnInference) = GetMockedRecommendationPipelineAndInference();
var consoleCodeGen = new CodeGenerator(pipeline, columnInference, CreateCodeGeneratorSettingsFor(TaskKind.Recommendation));
return(consoleCodeGen);
}
public void ConsoleAppModelBuilderCSFileContentRankingTest()
{
(Pipeline pipeline,
ColumnInferenceResults columnInference) = GetMockedRankingPipelineAndInference();
var consoleCodeGen = new CodeGenerator(pipeline, columnInference, CreateCodeGeneratorSettingsFor(TaskKind.Ranking));
var result = consoleCodeGen.GenerateConsoleAppProjectContents(_namespaceValue, typeof(float), true, true,
false, false, false, false);
Approvals.Verify(result.modelBuilderCSFileContent);
}
public void ConsoleAppProjectFileContentTest()
{
(Pipeline pipeline,
ColumnInferenceResults columnInference) = GetMockedBinaryPipelineAndInference();
var consoleCodeGen = new CodeGenerator(pipeline, columnInference, CreateCodeGeneratorSettingsFor(TaskKind.BinaryClassification));
var result = consoleCodeGen.GenerateConsoleAppProjectContents(_namespaceValue, typeof(float), true, true,
false, false, false, false);
Approvals.Verify(result.ConsoleAppProjectFileContent);
}
private (string ConsoleAppProgramCSFileContent, string ConsoleAppProjectFileContent, string modelBuilderCSFileContent) GenerateConsoleAppProjectContentsForRecommendation()
{
CodeGenerator consoleCodeGen = PrepareForRecommendationTask();
return(consoleCodeGen.GenerateConsoleAppProjectContents(
_namespaceValue,
labelTypeCsharp: typeof(float),
includeLightGbmPackage: false,
includeMklComponentsPackage: false,
includeFastTreePackage: false,
includeImageTransformerPackage: false,
includeImageClassificationPackage: false,
includeRecommenderPackage: true));
}
