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)); }