public BinaryCategoryEncoding(FieldEncodingOptions options) : base(options, FieldDataEncoding.BinaryIntId)
{
Limit = 20;
EmptyFieldExtra = new FieldExtra
{
Key = EncodeKey(9),
Value = "none"
};
}
public FieldEncoding(FieldEncodingOptions options, FieldDataEncoding encoding)
{
this.Encoding = encoding;
_options = options;
_integration = _options.Integration;
//var collection = MongoHelper.GetCollection(_integration.Collection);
_targetFields = _integration.Fields.Where(x => x.DataEncoding == encoding).ToList();
_fieldDict = new Dictionary <string, ConcurrentDictionary <string, FieldExtra> >();
foreach (var fld in TargetFields)
{
if (fld.Extras == null)
{
var dict1 = new ConcurrentDictionary <string, FieldExtra>();
_fieldDict.Add(fld.Name, dict1);
continue;
}
var dict = new ConcurrentDictionary <string, FieldExtra>(fld.Extras.Extra.ToDictionary(x => x.Value));
_fieldDict[fld.Name] = dict;
}
}
public static FieldEncoding Create(IIntegration integration, FieldDataEncoding fldDataEncoding)
{
//TODO: Replace this with attributes.
var ops = new FieldEncodingOptions {
Integration = integration
};
if (fldDataEncoding == FieldDataEncoding.OneHot)
{
return(new OneHotEncoding(ops));
}
else if (fldDataEncoding == FieldDataEncoding.BinaryIntId)
{
return(new BinaryCategoryEncoding(ops));
}
else if (fldDataEncoding == FieldDataEncoding.Id)
{
return(new IdEncoding(ops));
}
else
{
throw new NotImplementedException($"Field encoding not implemented: {fldDataEncoding}");
}
}
public IdEncoding(FieldEncodingOptions options) : base(options, FieldDataEncoding.Id)
{
}
public OneHotEncoding(FieldEncodingOptions options) : base(options, FieldDataEncoding.OneHot)
{
}