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)); }
public TrainingDataSettings(MLTableJobInput data) { if (data == null) { throw new ArgumentNullException(nameof(data)); } Data = data; }
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)); }
internal TableVerticalValidationDataSettings(MLTableJobInput data, double?validationDataSize, IList <string> cvSplitColumnNames, NCrossValidations nCrossValidations) : base(data, validationDataSize) { CvSplitColumnNames = cvSplitColumnNames; NCrossValidations = nCrossValidations; }