public void Approximation(List<AttributeDefinition> attributeDefinitions, long previousDecisionTableHistoryId)
{
var previousDTHistory = DecisionTableHistoryRepository.GetList().FirstOrDefault(p => p.Id == previousDecisionTableHistoryId);
if (previousDTHistory == null) return;
var ds = GetDecisionSystem(attributeDefinitions, previousDTHistory.DecisionTable.TableName);
previousDTHistory = GetReductResult().FirstOrDefault(p => p.Id == previousDecisionTableHistoryId);
ds.ConditionAttributes = previousDTHistory.Reducts.Select(p => p.AttributeIndex + 1).ToArray();
var indRel = IndiscernibilityRelation.Equivalence(ds.ConditionAttributes);
ApproximationSpace aprSpace = new ApproximationSpace(ds, indRel, RoughInclusion.Standard);
var objectIdClasses = aprSpace.IndiscernibilityClasses().Select(c => c.Select(o => (long)o[0]));
var dtHistory = new DecisionTableHistory
{
Action = EDTHistoryAction.Approximation,
ParentId = previousDTHistory.Id,
DecisionTableId = previousDTHistory.DecisionTableId,
CreatedDate = DateTime.Now.ToNormalDateTimeString(),
DecisionTable = previousDTHistory.DecisionTable,
Decription = string.Format("Run Approximation on Table \"{0}\"", previousDTHistory.DecisionTable.TableName)
};
DecisionTableHistoryRepository.Create(dtHistory);
ApproximationRepository.CreateIndiscernibilityClass(dtHistory.Id, objectIdClasses);
}
public QuickReductResultForm(DecisionTableHistory dtHistory, IEnumerable<Reduct> reducts)
{
InitializeComponent();
this.dgvReductResults.AutoGenerateColumns = false;
this.DTHistory = dtHistory;
this.Reducts = reducts;
this.Digitizer = new Business.Digitizer(dtHistory.DecisionTable);
txtQuickRedultDescription.Text = this.DTHistory.Decription;
}
public static long Create(DecisionTableHistory model)
{
long id = 0;
using (var con = EstablishConnection())
{
con.Open();
con.Execute(@"
INSERT INTO DecisionTableHistories(DecisionTableId, Action, Decription, CreatedDate, ParentId)
VALUES(@DecisionTableId, @Action, @Decription, @CreatedDate, @ParentId);
", model);
id = con.Query<long>("SELECT last_insert_rowid();").First();
model.Id = id;
con.Close();
}
return id;
}
public void SaveQuickReductResult(DecisionTableHistory dtHistory, IEnumerable<Reduct> reducts)
{
dtHistory.Decription = string.Format(
"Run Quick Reduct on Table \"{0}\" with reduct attributes: {1}",
dtHistory.DecisionTable.TableName,
string.Join(", ", (new Digitizer(dtHistory.DecisionTable)).Translate(
reducts.Select(p => p.AttributeIndex)
))
);
DecisionTableHistoryRepository.Create(dtHistory);
foreach (var reduct in reducts)
{
reduct.DecisionTableHistoryId = dtHistory.Id;
}
ReductRepository.Create(reducts);
}
public Tuple<DecisionTableHistory, IEnumerable<Reduct>> QuickReduct(List<AttributeDefinition> attributeDefinitions, long previousDecisionTableHistoryId)
{
var previousDTHistory = DecisionTableHistoryRepository.GetList().FirstOrDefault(p => p.Id == previousDecisionTableHistoryId);
if (previousDTHistory == null) return null;
var ds = GetDecisionSystem(attributeDefinitions, previousDTHistory.DecisionTable.TableName);
QuickReductProcessor processor = new QuickReductProcessor(ds);
var dtHistory = new DecisionTableHistory {
Action = EDTHistoryAction.QuickReduct,
ParentId = previousDTHistory.Id,
DecisionTableId = previousDTHistory.DecisionTableId,
CreatedDate = DateTime.Now.ToNormalDateTimeString(),
DecisionTable = previousDTHistory.DecisionTable,
Decription = string.Format("Run Quick Reduct on Table \"{0}\"", previousDTHistory.DecisionTable.TableName)
};
//DecisionTableHistoryRepository.Create(dtHistory);
var reducts = new List<Reduct>();
// Show results
// Console.WriteLine("\nAll reducts: ");
for (int i = 0; i < processor.Results.Count; i++)
{
var rs = processor.Results[i];
foreach (var attributeIndex in rs)
{
reducts.Add(new Reduct
{
ResultIndex = i,
DecisionTableHistoryId = dtHistory.Id,
AttributeIndex = attributeIndex,
ReductType = EReductType.Normal
});
}
//Console.WriteLine((i + 1).ToString() + ". {" + string.Join(",", rs.OrderBy(x => x)) + "}");
}
//Console.WriteLine("\nMinimal reducts: ");
var miRd = processor.MinimalReducts.ToArray();
for (int i = 0; i < miRd.Length; i++)
{
var rs = miRd[i];
foreach (var attributeIndex in rs)
{
reducts.Add(new Reduct
{
ResultIndex = i,
DecisionTableHistoryId = dtHistory.Id,
AttributeIndex = attributeIndex,
ReductType = EReductType.Minimal,
});
}
//Console.WriteLine((i + 1).ToString() + ". {" + string.Join(",", rs.OrderBy(x => x)) + "}");
}
foreach (var attributeIndex in processor.CoreAttrs)
{
reducts.Add(new Reduct
{
ResultIndex = 0,
DecisionTableHistoryId = dtHistory.Id,
AttributeIndex = attributeIndex,
ReductType = EReductType.Core
});
}
//Console.WriteLine("\nCore attributes: " + string.Join(",", processor.CoreAttrs));
//ReductRepository.Create(reducts);
return new Tuple<DecisionTableHistory, IEnumerable<Reduct>>(dtHistory, reducts);
}