internal static ImageVerticalValidationDataSettings DeserializeImageVerticalValidationDataSettings(JsonElement element)
{
Optional <MLTableJobInput> data = default;
Optional <double?> validationDataSize = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("data"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
data = null;
continue;
}
data = MLTableJobInput.DeserializeMLTableJobInput(property.Value);
continue;
}
if (property.NameEquals("validationDataSize"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
validationDataSize = null;
continue;
}
validationDataSize = property.Value.GetDouble();
continue;
}
}
return(new ImageVerticalValidationDataSettings(data.Value, Optional.ToNullable(validationDataSize)));
}
internal static TableVerticalValidationDataSettings DeserializeTableVerticalValidationDataSettings(JsonElement element)
{
Optional <IList <string> > cvSplitColumnNames = default;
Optional <NCrossValidations> nCrossValidations = default;
Optional <MLTableJobInput> data = default;
Optional <double?> validationDataSize = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("cvSplitColumnNames"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
cvSplitColumnNames = null;
continue;
}
List <string> array = new List <string>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(item.GetString());
}
cvSplitColumnNames = array;
continue;
}
if (property.NameEquals("nCrossValidations"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
nCrossValidations = null;
continue;
}
nCrossValidations = NCrossValidations.DeserializeNCrossValidations(property.Value);
continue;
}
if (property.NameEquals("data"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
data = null;
continue;
}
data = MLTableJobInput.DeserializeMLTableJobInput(property.Value);
continue;
}
if (property.NameEquals("validationDataSize"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
validationDataSize = null;
continue;
}
validationDataSize = property.Value.GetDouble();
continue;
}
}
return(new TableVerticalValidationDataSettings(data.Value, Optional.ToNullable(validationDataSize), Optional.ToList(cvSplitColumnNames), nCrossValidations.Value));
}
internal static TrainingDataSettings DeserializeTrainingDataSettings(JsonElement element)
{
MLTableJobInput data = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("data"))
{
data = MLTableJobInput.DeserializeMLTableJobInput(property.Value);
continue;
}
}
return(new TrainingDataSettings(data));
}
internal static JobInput DeserializeJobInput(JsonElement element)
{
if (element.TryGetProperty("jobInputType", out JsonElement discriminator))
{
switch (discriminator.GetString())
{
case "CustomModel": return(CustomModelJobInput.DeserializeCustomModelJobInput(element));
case "Literal": return(LiteralJobInput.DeserializeLiteralJobInput(element));
case "MLFlowModel": return(MLFlowModelJobInput.DeserializeMLFlowModelJobInput(element));
case "MLTable": return(MLTableJobInput.DeserializeMLTableJobInput(element));
case "TritonModel": return(TritonModelJobInput.DeserializeTritonModelJobInput(element));
case "UriFile": return(UriFileJobInput.DeserializeUriFileJobInput(element));
case "UriFolder": return(UriFolderJobInput.DeserializeUriFolderJobInput(element));
}
}
Optional <string> description = default;
JobInputType jobInputType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("description"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
description = null;
continue;
}
description = property.Value.GetString();
continue;
}
if (property.NameEquals("jobInputType"))
{
jobInputType = new JobInputType(property.Value.GetString());
continue;
}
}
return(new JobInput(description.Value, jobInputType));
}