internal static TextClassificationMultilabel DeserializeTextClassificationMultilabel(JsonElement element) { Optional <ClassificationMultilabelPrimaryMetrics> 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 ClassificationMultilabelPrimaryMetrics(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 TextClassificationMultilabel(Optional.ToNullable(logVerbosity), taskType, Optional.ToNullable(primaryMetric), dataSettings.Value, featurizationSettings.Value, limitSettings.Value)); }
internal static ImageClassificationMultilabel DeserializeImageClassificationMultilabel(JsonElement element) { Optional <ClassificationMultilabelPrimaryMetrics> 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 ClassificationMultilabelPrimaryMetrics(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 ImageClassificationMultilabel(Optional.ToNullable(logVerbosity), taskType, Optional.ToNullable(primaryMetric), modelSettings.Value, Optional.ToList(searchSpace), dataSettings, limitSettings, sweepSettings.Value)); }