/// <summary>
/// Replaces the names of the taxonomy with underscore and connects them to a string, joined by a comma
/// </summary>
/// <param name="taxonomy">Taxonomy for which a synonym list is to be created</param>
/// <param name="parents">List of taxonmies</param>
/// <returns>Names of the taxonomies as string</returns>
private static string BuildVocabularyString(TaxonomyResultDTO taxonomy, IList <TaxonomyResultDTO> parents)
{
// Replace spaces in name with underscore and connect to list
var synonyms = parents.Any() ? string.Join(", ", parents.Select(v => PrepareNameWithUnderScore(v))) : "";
return(string.IsNullOrWhiteSpace(synonyms) ? PrepareNameWithUnderScore(taxonomy) : $"{PrepareNameWithUnderScore(taxonomy)}, {synonyms}");
}
public TaxonomyResultDtoV2(TaxonomyResultDTO taxonomyResult)
{
Subject = taxonomyResult.Id;
Name = taxonomyResult.Name;
Properties = taxonomyResult.Properties;
Children = new List <TaxonomyResultDtoV2>(taxonomyResult.Children.Select(c => new TaxonomyResultDtoV2(c)));
}
public IList <TaxonomyResultDTO> GenerateSampleTaxonomies()
{
var list = new List <TaxonomyResultDTO>();
#region Classification Model
var classificationModel = GetBroaderTaxonomyResult("Classification Model",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/0");
TaxonomyResultDTO deepLearningModel = GetNarrowerTaxonomyResult("Deep Learning Model",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/8",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/0");
TaxonomyResultDTO deepLearningModel2 = GetNarrowerTaxonomyResult("Deep Learning Model 2",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/9",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/0");
TaxonomyResultDTO deepLearningModel3 = GetNarrowerTaxonomyResult("Deep Learning Model 3",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/10",
"https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/0");
deepLearningModel.Children
.Add(GetNarrowerTaxonomyResult("Convolutional Networks", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/4", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/8"));
deepLearningModel.Children
.Add(GetNarrowerTaxonomyResult("Neural Networks", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/5", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/8"));
deepLearningModel.Children
.Add(GetNarrowerTaxonomyResult("LTSM Networks", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/6", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/8"));
deepLearningModel.Children
.Add(GetNarrowerTaxonomyResult("Generative Adversarial Networks", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/7", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/8"));
deepLearningModel2.Children
.Add(GetNarrowerTaxonomyResult("Convolutional Networks 2", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/11", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/9"));
deepLearningModel2.Children
.Add(GetNarrowerTaxonomyResult("Neural Networks 2", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/12", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/9"));
deepLearningModel2.Children
.Add(GetNarrowerTaxonomyResult("LTSM Networks 2", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/13", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/9"));
deepLearningModel2.Children
.Add(GetNarrowerTaxonomyResult("Generative Adversarial Networks 2", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/14", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/9"));
classificationModel.Children.Add(deepLearningModel);
classificationModel.Children.Add(deepLearningModel2);
classificationModel.Children.Add(deepLearningModel3);
#endregion Classification Model
list.Add(classificationModel);
list.Add(GetBroaderTaxonomyResult("Regression Model", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/1"));
list.Add(GetBroaderTaxonomyResult("Time Series Model", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/2"));
list.Add(GetBroaderTaxonomyResult("Clustering Model", "https://pid.bayer.com/2fdbd958-b0c3-4a4d-96a9-41641964140d/3"));
return(list);
}
private IList <dynamic> CheckParent(TaxonomyResultDTO taxonomy, IList <dynamic> values, IDictionary <string, TaxonomyResultDTO> taxonomiesDictionary)
{
if (taxonomy.Children.Count != 0 && taxonomy.Children.All(n => values.Contains(n.Id)))
{
values = values.Where(v => !taxonomy.Children.Any(n => n.Id == v)).ToList();
values.Add(taxonomy.Id);
if (taxonomy.HasParent)
{
foreach (var parentId in taxonomy.Properties[Graph.Metadata.Constants.SKOS.Broader])
{
if (taxonomiesDictionary.TryGetValue(parentId, out TaxonomyResultDTO parent))
{
values = CheckParent(parent, values, taxonomiesDictionary);
}
}
}
}
return(values);
}
private static string PrepareNameWithUnderScore(TaxonomyResultDTO taxonomy)
{
return(taxonomy.Name.Replace(" ", "_"));
}
