public IEnumerable <SubstitutionSet> Unify(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
if (constraints == null || !constraints.Any())
{
constraints = new[] { new SubstitutionSet() }
}
;
if (m_conditions == null)
{
return(constraints);
}
if (Quantifier == LogicalQuantifier.Existential)
{
return(ExistentialEvaluate(db, perspective, constraints));
}
return(UniversalEvaluate(db, perspective, constraints));
}
IEnumerator IEnumerable.GetEnumerator()
{
return(GetEnumerator());
}
private IEnumerable <SubstitutionSet> UniversalEvaluate(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
var lastDomain = BuildDomain(constraints);
List <SubstitutionSet> sets = new List <SubstitutionSet>(constraints);
List <SubstitutionSet> aux = new List <SubstitutionSet>();
try
{
foreach (var c in m_conditions)
{
aux.AddRange(c.Unify(db, perspective, sets));
Util.Swap(ref sets, ref aux);
aux.Clear();
var newDomain = BuildDomain(sets);
if (!CompareDomains(lastDomain, newDomain))
{
RecycleDomain(newDomain);
return(aux);
}
RecycleDomain(lastDomain);
lastDomain = newDomain;
}
return(sets);
}
finally
{
RecycleDomain(lastDomain);
}
}
//private Condition()
//{
// this.Id = Guid.NewGuid();
//}
public IEnumerable <SubstitutionSet> Unify(IQueryable kb, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
if (constraints == null || !constraints.Any())
{
constraints = new[] { new SubstitutionSet() }
}
;
return(CheckActivation(kb, perspective, constraints).Distinct());
}
public AppraisalRule Evaluate(IBaseEvent evt, IQueryable kb, Name perspective)
{
var auxEvt = evt.EventName.SwapTerms(perspective, Name.SELF_SYMBOL);
foreach (var possibleAppraisals in this.Rules.Unify(auxEvt))
{
//This next for loop is to prevent a problem with using appraisal rules that contain SELF
//This will replace all the subs with SELF with the name of the perspective
foreach (var sub in possibleAppraisals.Item2)
{
if (sub.SubValue.Value == Name.SELF_SYMBOL)
{
sub.SubValue = new ComplexValue(perspective);
}
}
var substitutions = new[] { possibleAppraisals.Item2 }; //this adds the subs found in the eventName
foreach (var appRule in possibleAppraisals.Item1)
{
var finalSubsList = appRule.Conditions.Unify(kb, Name.SELF_SYMBOL, substitutions);
//The appraisal will only consider the substitution set that it has the most certainty in
var mostCertainSubSet = this.DetermineSubstitutionSetWithMostCertainty(finalSubsList);
if (mostCertainSubSet != null)
{
foreach (var appVariable in appRule.getAppraisalVariables())
{
appVariable.Value = appVariable.Value.MakeGround(mostCertainSubSet);
var minCertainty = mostCertainSubSet.FindMinimumCertainty();
if (appVariable.Target != null && appVariable.Target != (Name)"-")
{
appVariable.Target = appVariable.Target.MakeGround(mostCertainSubSet);
}
float f;
if (float.TryParse(appVariable.Value.ToString(), out f))
{
var aux = float.Parse(appVariable.Value.ToString()) * minCertainty;
appVariable.Value = Name.BuildName(aux);
}
else
{
continue;
}
}
return(appRule);
}
}
}
return(null);
}
protected override IEnumerable <SubstitutionSet> CheckActivation(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
Name realValue = db.AskPossibleProperties(m_value, perspective, null).First().Item1.Value;
foreach (var pair in m_retriver.Retrieve(db, perspective, constraints))
{
if (CompareValues(pair.Item1.Value, realValue, m_operation))
{
yield return(pair.Item2);
}
}
}
protected override IEnumerable <SubstitutionSet> CheckActivation(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
var r1 = Property1.Retrieve(db, perspective, constraints).GroupBy(p => p.Item1, p => p.Item2);
foreach (var g in r1)
{
foreach (var crossPair in Property2.Retrieve(db, perspective, g))
{
if (CompareValues(g.Key.Value, crossPair.Item1.Value, Operator))
{
yield return(crossPair.Item2);
}
}
}
}
public IEnumerable <DynamicPropertyResult> Evaluate(IQueryable kb, Name perspective, SubstitutionSet args2, IEnumerable <SubstitutionSet> constraints)
{
var args = ObjectPool <List <Name> > .GetObject();
try
{
args.AddRange(_parameters.Select(p => args2[p]).Select(v => v == null ? Name.UNIVERSAL_SYMBOL : v.RemoveBoundedVariables(TMP_MARKER)));
return(_surogate(new QueryContext(kb, constraints, perspective), args));
}
finally
{
args.Clear();
ObjectPool <List <Name> > .Recycle(args);
}
}
public IEnumerable <AppraisalRule> Evaluate(IBaseEvent evt, IQueryable kb, Name perspective)
{
// Switching the SELF term for the correct name withint the event
var auxEvt = evt.EventName.SwapTerms(perspective, Name.SELF_SYMBOL);
var result = new List <AppraisalRule>();
foreach (var r in this.Rules)
{
// Trying to find all possible initial substitutions;
var initialSubSet = Unifier.Unify(r.EventName, auxEvt);
if (initialSubSet == null)
{
initialSubSet = new SubstitutionSet();
}
if (auxEvt.Match(r.EventName) || initialSubSet.Any())
{
var finalSubSet = r.Conditions.Unify(kb, perspective, new List <SubstitutionSet>()
{
new SubstitutionSet(initialSubSet)
});
if (finalSubSet != null)
{
//TODO: Handle uncertainty in beliefs
foreach (var set in finalSubSet)
{
var a = new AppraisalRule(r);
a.EventName.MakeGround(set);
foreach (var variable in a.getAppraisalVariables())
{
variable.Value = variable.Value.MakeGround(set);
if (variable.Target != null && variable.Target != (Name)"-")
{
variable.Target = variable.Target.MakeGround(set);
}
}
result.Add(a);
}
}
}
}
return(result);
}
public AppraisalRule Evaluate(IBaseEvent evt, IQueryable kb, Name perspective)
{
var auxEvt = evt.EventName.SwapTerms(perspective, Name.SELF_SYMBOL);
foreach (var possibleAppraisals in this.Rules.Unify(auxEvt))
{
//This next for loop is to prevent a problem with using appraisal rules that contain SELF
//This will replace all the subs with SELF with the name of the perspective
foreach (var sub in possibleAppraisals.Item2)
{
if (sub.SubValue.Value == Name.SELF_SYMBOL)
{
sub.SubValue = new ComplexValue(perspective);
}
}
var substitutions = new[] { possibleAppraisals.Item2 }; //this adds the subs found in the eventName
foreach (var appRule in possibleAppraisals.Item1)
{
var finalSubsList = appRule.Conditions.Unify(kb, Name.SELF_SYMBOL, substitutions);
//The appraisal will only consider the substitution set that it has the most certainty in
var mostCertainSubSet = this.DetermineSubstitutionSetWithMostCertainty(finalSubsList);
if (mostCertainSubSet != null)
{
appRule.Desirability = appRule.Desirability.MakeGround(mostCertainSubSet);
appRule.Praiseworthiness = appRule.Praiseworthiness.MakeGround(mostCertainSubSet);
if (!appRule.Desirability.IsGrounded || !appRule.Praiseworthiness.IsGrounded)
{
return(null);
}
//Modify the appraisal variables based on the certainty of the substitutions
var minCertainty = mostCertainSubSet.FindMinimumCertainty();
var aux = float.Parse(appRule.Desirability.ToString()) * minCertainty;
appRule.Desirability = Name.BuildName(aux);
aux = float.Parse(appRule.Praiseworthiness.ToString()) * minCertainty;
appRule.Praiseworthiness = Name.BuildName(aux);
return(appRule);
}
}
}
return(null);
}
private IEnumerable <SubstitutionSet> ExistentialEvaluate(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
List <SubstitutionSet> sets = new List <SubstitutionSet>();
List <SubstitutionSet> aux = new List <SubstitutionSet>();
sets.AddRange(constraints.Select(c => new SubstitutionSet(c)));
foreach (var c in m_conditions)
{
aux.AddRange(c.Unify(db, perspective, sets));
Util.Swap(ref sets, ref aux);
aux.Clear();
if (sets.Count == 0)
{
break;
}
}
return(sets);
}
public IEnumerable <BeliefPair> Evaluate2(IQueryable kb, Name property, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
if (m_dynamicProperties.Count == 0)
{
yield break;
}
Name tmpPropertyName = property.ReplaceUnboundVariables(TMP_MARKER);
var d = m_dynamicProperties.Unify(tmpPropertyName).ToList();
if (d.Count == 0)
{
yield break;
}
var results = d.SelectMany(p => p.Item1.Evaluate(kb, perspective, p.Item2, constraints).ToList());
foreach (var g in results.GroupBy(p => p.Value, p => p.Constraints))
{
yield return(Tuples.Create(g.Key, g.Distinct()));
}
}
public IEnumerable<IAction> SelectAction(IQueryable kb, Name perspective)
{
return m_actionTendencies.SelectAction(kb, perspective).Select(p => p.Item1);
}
private IEnumerable <DynamicPropertyResult> GetEmotionsForEntity(IEmotionalState state,
Name emotionName, IQueryable kb, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
if (emotionName.IsVariable)
{
foreach (var emotion in state.GetAllEmotions())
{
var sub = new Substitution(emotionName, new ComplexValue((Name)emotion.EmotionType));
foreach (var c in constraints)
{
if (c.Conflicts(sub))
{
continue;
}
var newConstraints = new SubstitutionSet(c);
newConstraints.AddSubstitution(sub);
yield return(new DynamicPropertyResult(new ComplexValue(Name.BuildName(emotion.Intensity)), newConstraints));
}
}
}
else
{
foreach (var resultPair in kb.AskPossibleProperties(emotionName, perspective, constraints))
{
string emotionKey = resultPair.Item1.Value.ToString();
var emotion = state.GetEmotionsByType(emotionKey).OrderByDescending(e => e.Intensity).FirstOrDefault();
float value = emotion?.Intensity ?? 0;
foreach (var c in resultPair.Item2)
{
yield return(new DynamicPropertyResult(new ComplexValue(Name.BuildName(value)), c));
}
}
}
}
/// <summary>
/// Registers an Emotional Appraisal Asset to be used by
/// this Emotional Decision Making asset.
/// </summary>
/// <remarks>
/// To understand Emotional Appaisal Asset functionalities, please refer to its documentation.
/// </remarks>
/// <param name="eaa">The instance of an Emotional Appaisal Asset to regist in this asset.</param>
public void RegisterKnowledgeBase(IQueryable KB)
{
m_kb = KB;
}
public AppraisalRule Evaluate(IBaseEvent evt, IQueryable kb, Name perspective)
{
foreach (var possibleAppraisals in Rules.Unify(evt.EventName.ApplyPerspective(perspective)))
{
var conditions = new[] {possibleAppraisals.Item2};
foreach (var appraisal in possibleAppraisals.Item1)
{
if (appraisal.Conditions.Evaluate(kb,Name.SELF_SYMBOL, conditions))
return appraisal;
}
}
return null;
}
public IEnumerable <BeliefPair> Evaluate(IQueryable kb, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
return(_entry.Evaluate(kb, perspective, _variable, constraints).GroupBy(p => p.Value, p => p.Constraints).Select(g => Tuples.Create(g.Key, g.Distinct())));
}
public IEnumerable<Pair<Name, SubstitutionSet>> Retrive(IQueryable db, Name perspective, IEnumerable<SubstitutionSet> constraints)
{
int count = constraints.Select(c => c[m_name]).Where(n => n != null).Distinct().Count();
return constraints.Select(s => Tuples.Create(Name.BuildName(count), s));
}
public IEnumerable <Pair <ComplexValue, SubstitutionSet> > Retrieve(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
int count = constraints.Select(c => c[m_name]).Where(n => n != null).Distinct().Count();
return(constraints.Select(s => Tuples.Create(new ComplexValue(Name.BuildName(count)), s)));
}
public IEnumerable<DynamicPropertyResult> Evaluate(IQueryable kb, Name perspective, SubstitutionSet args2, IEnumerable<SubstitutionSet> constraints)
{
//var dic = ObjectPool<Dictionary<Name, Name>>.GetObject();
var args = ObjectPool<List<Name>>.GetObject();
try
{
//foreach(var s in args2)
//{
// var p = s.Variable.RemoveBoundedVariables(TMP_MARKER);
// dic[p] = s.Value;
// if (!s.Value.IsVariable)
// continue;
// dic[s.Value] = p;
//}
args.AddRange(_parameters.Select(p => args2[p]).Select(v => v == null ? Name.UNIVERSAL_SYMBOL : v.RemoveBoundedVariables(TMP_MARKER)));
//args.AddRange(_parameters.Select(p =>
//{
// Name v;
// if (dic.TryGetValue(p, out v))
// return v;
// return Name.UNIVERSAL_SYMBOL;
//}));
return _surogate(new QueryContext(kb, constraints, perspective),args);
}
finally
{
args.Clear();
ObjectPool<List<Name>>.Recycle(args);
//dic.Clear();
//ObjectPool<Dictionary<Name, Name>>.Recycle(dic);
}
}
public bool Evaluate(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints)
{
return(Unify(db, perspective, constraints).Any());
}
public QueryContext(IQueryable kb, IEnumerable<SubstitutionSet> contraints, Name perspective)
{
Queryable = kb;
Constraints = contraints;
Perspective = perspective;
}
protected override IEnumerable<SubstitutionSet> CheckActivation(IQueryable db, Name perspective, IEnumerable<SubstitutionSet> constraints)
{
var r1 = Property1.Retrive(db,perspective, constraints).GroupBy(p => p.Item1, p => p.Item2);
foreach (var g in r1)
{
foreach (var crossPair in Property2.Retrive(db,perspective, g))
{
if (CompareValues(g.Key, crossPair.Item1, Operator))
yield return crossPair.Item2;
}
}
}
protected abstract IEnumerable <SubstitutionSet> CheckActivation(IQueryable db, Name perspective, IEnumerable <SubstitutionSet> constraints);
public QueryContext(IQueryable kb, IEnumerable <SubstitutionSet> contraints, Name perspective)
{
Queryable = kb;
Constraints = contraints;
Perspective = perspective;
}