internal static ImageClassification DeserializeImageClassification(JsonElement element)
{
Optional <ClassificationPrimaryMetrics> primaryMetric = default;
Optional <ImageModelSettingsClassification> modelSettings = default;
Optional <IList <ImageModelDistributionSettingsClassification> > searchSpace = default;
ImageVerticalDataSettings dataSettings = default;
ImageLimitSettings limitSettings = default;
Optional <ImageSweepSettings> sweepSettings = default;
Optional <LogVerbosity> logVerbosity = default;
TaskType taskType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("primaryMetric"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
primaryMetric = new ClassificationPrimaryMetrics(property.Value.GetString());
continue;
}
if (property.NameEquals("modelSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
modelSettings = null;
continue;
}
modelSettings = ImageModelSettingsClassification.DeserializeImageModelSettingsClassification(property.Value);
continue;
}
if (property.NameEquals("searchSpace"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
searchSpace = null;
continue;
}
List <ImageModelDistributionSettingsClassification> array = new List <ImageModelDistributionSettingsClassification>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(ImageModelDistributionSettingsClassification.DeserializeImageModelDistributionSettingsClassification(item));
}
searchSpace = array;
continue;
}
if (property.NameEquals("dataSettings"))
{
dataSettings = ImageVerticalDataSettings.DeserializeImageVerticalDataSettings(property.Value);
continue;
}
if (property.NameEquals("limitSettings"))
{
limitSettings = ImageLimitSettings.DeserializeImageLimitSettings(property.Value);
continue;
}
if (property.NameEquals("sweepSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
sweepSettings = null;
continue;
}
sweepSettings = ImageSweepSettings.DeserializeImageSweepSettings(property.Value);
continue;
}
if (property.NameEquals("logVerbosity"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
logVerbosity = new LogVerbosity(property.Value.GetString());
continue;
}
if (property.NameEquals("taskType"))
{
taskType = new TaskType(property.Value.GetString());
continue;
}
}
return(new ImageClassification(Optional.ToNullable(logVerbosity), taskType, Optional.ToNullable(primaryMetric), modelSettings.Value, Optional.ToList(searchSpace), dataSettings, limitSettings, sweepSettings.Value));
}
internal static Classification DeserializeClassification(JsonElement element)
{
Optional <IList <ClassificationModels> > allowedModels = default;
Optional <IList <ClassificationModels> > blockedModels = default;
Optional <ClassificationPrimaryMetrics> primaryMetric = default;
Optional <TableVerticalDataSettings> dataSettings = default;
Optional <TableVerticalFeaturizationSettings> featurizationSettings = default;
Optional <TableVerticalLimitSettings> limitSettings = default;
Optional <TrainingSettings> trainingSettings = default;
Optional <LogVerbosity> logVerbosity = default;
TaskType taskType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("allowedModels"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
allowedModels = null;
continue;
}
List <ClassificationModels> array = new List <ClassificationModels>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(new ClassificationModels(item.GetString()));
}
allowedModels = array;
continue;
}
if (property.NameEquals("blockedModels"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
blockedModels = null;
continue;
}
List <ClassificationModels> array = new List <ClassificationModels>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(new ClassificationModels(item.GetString()));
}
blockedModels = array;
continue;
}
if (property.NameEquals("primaryMetric"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
primaryMetric = new ClassificationPrimaryMetrics(property.Value.GetString());
continue;
}
if (property.NameEquals("dataSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
dataSettings = null;
continue;
}
dataSettings = TableVerticalDataSettings.DeserializeTableVerticalDataSettings(property.Value);
continue;
}
if (property.NameEquals("featurizationSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
featurizationSettings = null;
continue;
}
featurizationSettings = TableVerticalFeaturizationSettings.DeserializeTableVerticalFeaturizationSettings(property.Value);
continue;
}
if (property.NameEquals("limitSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
limitSettings = null;
continue;
}
limitSettings = TableVerticalLimitSettings.DeserializeTableVerticalLimitSettings(property.Value);
continue;
}
if (property.NameEquals("trainingSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
trainingSettings = null;
continue;
}
trainingSettings = TrainingSettings.DeserializeTrainingSettings(property.Value);
continue;
}
if (property.NameEquals("logVerbosity"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
logVerbosity = new LogVerbosity(property.Value.GetString());
continue;
}
if (property.NameEquals("taskType"))
{
taskType = new TaskType(property.Value.GetString());
continue;
}
}
return(new Classification(Optional.ToNullable(logVerbosity), taskType, Optional.ToList(allowedModels), Optional.ToList(blockedModels), Optional.ToNullable(primaryMetric), dataSettings.Value, featurizationSettings.Value, limitSettings.Value, trainingSettings.Value));
}
internal static TextNer DeserializeTextNer(JsonElement element)
{
Optional <ClassificationPrimaryMetrics> primaryMetric = default;
Optional <NlpVerticalDataSettings> dataSettings = default;
Optional <NlpVerticalFeaturizationSettings> featurizationSettings = default;
Optional <NlpVerticalLimitSettings> limitSettings = default;
Optional <LogVerbosity> logVerbosity = default;
TaskType taskType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("primaryMetric"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
primaryMetric = new ClassificationPrimaryMetrics(property.Value.GetString());
continue;
}
if (property.NameEquals("dataSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
dataSettings = null;
continue;
}
dataSettings = NlpVerticalDataSettings.DeserializeNlpVerticalDataSettings(property.Value);
continue;
}
if (property.NameEquals("featurizationSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
featurizationSettings = null;
continue;
}
featurizationSettings = NlpVerticalFeaturizationSettings.DeserializeNlpVerticalFeaturizationSettings(property.Value);
continue;
}
if (property.NameEquals("limitSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
limitSettings = null;
continue;
}
limitSettings = NlpVerticalLimitSettings.DeserializeNlpVerticalLimitSettings(property.Value);
continue;
}
if (property.NameEquals("logVerbosity"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
logVerbosity = new LogVerbosity(property.Value.GetString());
continue;
}
if (property.NameEquals("taskType"))
{
taskType = new TaskType(property.Value.GetString());
continue;
}
}
return(new TextNer(Optional.ToNullable(logVerbosity), taskType, Optional.ToNullable(primaryMetric), dataSettings.Value, featurizationSettings.Value, limitSettings.Value));
}
