internal static DataSettings DeserializeDataSettings(JsonElement element)
{
string targetColumnName = default;
Optional <TestDataSettings> testData = default;
TrainingDataSettings trainingData = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("targetColumnName"))
{
targetColumnName = property.Value.GetString();
continue;
}
if (property.NameEquals("testData"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
testData = null;
continue;
}
testData = TestDataSettings.DeserializeTestDataSettings(property.Value);
continue;
}
if (property.NameEquals("trainingData"))
{
trainingData = TrainingDataSettings.DeserializeTrainingDataSettings(property.Value);
continue;
}
}
return(new DataSettings(targetColumnName, testData.Value, trainingData));
}
internal static TableVerticalDataSettings DeserializeTableVerticalDataSettings(JsonElement element)
{
Optional <TableVerticalValidationDataSettings> validationData = default;
Optional <string> weightColumnName = default;
string targetColumnName = default;
Optional <TestDataSettings> testData = default;
TrainingDataSettings trainingData = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("validationData"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
validationData = null;
continue;
}
validationData = TableVerticalValidationDataSettings.DeserializeTableVerticalValidationDataSettings(property.Value);
continue;
}
if (property.NameEquals("weightColumnName"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
weightColumnName = null;
continue;
}
weightColumnName = property.Value.GetString();
continue;
}
if (property.NameEquals("targetColumnName"))
{
targetColumnName = property.Value.GetString();
continue;
}
if (property.NameEquals("testData"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
testData = null;
continue;
}
testData = TestDataSettings.DeserializeTestDataSettings(property.Value);
continue;
}
if (property.NameEquals("trainingData"))
{
trainingData = TrainingDataSettings.DeserializeTrainingDataSettings(property.Value);
continue;
}
}
return(new TableVerticalDataSettings(targetColumnName, testData.Value, trainingData, validationData.Value, weightColumnName.Value));
}