protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var subject = generator.GetValue(instance, Concept2.Subject);
var property = generator.GetValue(instance, Concept2.Property);
var inheritedProperties = generator.GetPropertyValues(subject, includeInstanceProps: false);
var value = generator.GetValue(subject, property.Concept);
if (value == null)
{
var refutation = new ConceptInstance(Concept2.KnowledgeRefutation);
var refutedInfo = new ConceptInstance(subject.Concept);
generator.SetValue(refutedInfo, property.Concept, new ConceptInstance(Concept2.Something));
generator.SetValue(refutation, Concept2.Subject, refutedInfo);
generator.SetValue(refutation, Concept2.Property, property);
generator.Push(new InstanceOutputEvent(refutation));
}
else
{
var confirmation = new ConceptInstance(Concept2.KnowledgeConfirmed);
var confirmedInfo = new ConceptInstance(subject.Concept);
generator.SetValue(confirmedInfo, property.Concept, value);
generator.SetValue(confirmation, Concept2.Subject, confirmedInfo);
generator.Push(new InstanceOutputEvent(confirmation));
}
}
protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var property = generator.GetValue(instance, _propertyParameter);
var subject = generator.GetValue(instance, _subjectParameter);
var answer = getAnswer(subject, property.Concept, generator);
if (answer.Count == 0)
{
//generator.Push(new StaticScoreEvent(-0.20));
generator.Push(new InstanceOutputEvent(new ConceptInstance(Concept2.NotFound)));
}
else if (answer.Count == 1)
{
generator.Push(new StaticScoreEvent(0.20));
generator.Push(new InstanceOutputEvent(answer.First()));
}
else
{
var needRefinementInstance = new ConceptInstance(Concept2.NeedsRefinement);
generator.SetValue(needRefinementInstance, Concept2.Subject, subject);
generator.SetValue(subject, Concept2.OnSetListener, instance);
generator.Push(new InstanceOutputEvent(needRefinementInstance));
}
}
protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var subject = generator.GetValue(instance, Concept2.Subject);
var target = generator.GetValue(instance, Concept2.Target);
var relevantProperties = getRelevantProperties(target, generator);
if (!relevantProperties.Any())
{
generator.Push(new StaticScoreEvent(-0.5));
return;
}
var disambiguation = new ConceptInstance(Concept2.PropertyValueDisambiguation);
generator.SetValue(disambiguation, Concept2.Unknown, subject);
generator.SetValue(disambiguation, Concept2.Target, target);
foreach (var pair in relevantProperties)
{
var propertyInstance = new ConceptInstance(pair.Key);
foreach (var value in pair.Value)
{
var valueInstance = new ConceptInstance(value);
generator.SetValue(valueInstance, Concept2.Property, propertyInstance);
generator.SetValue(disambiguation, Concept2.Subject, valueInstance);
}
}
generator.Push(new InstanceActivationRequestEvent(disambiguation));
}
protected override IEnumerable <string> execute(BeamGenerator generator)
{
var unknownPhrases = GetUnknownPhrases(generator);
var isInLearnPhraseMode = PreviousPolicy <LearnNewPhrase>(out var learnPolicy) || PreviousPolicy <UnknownAnsweredToLearnNewPhrase>(out learnPolicy);
if (!isInLearnPhraseMode || unknownPhrases.Count() != 1)
{
yield break;
}
var unknown = generator.GetValue(learnPolicy.Tag, Concept2.Unknown);
var prompt = generator.GetValue(learnPolicy.Tag, Concept2.Prompt);
//remember runtime info so others can use it
generator.SetValue(TagInstance, Concept2.Unknown, unknown);
generator.SetValue(TagInstance, Concept2.Prompt, prompt);
generator.Push(new InstanceActivationRequestEvent(prompt));
yield return($"Still, I'm not getting it. What does {singular(unknown)} mean?");
yield return($"That is complicated. What does {singular(unknown)} mean?");
yield return($"I don't know those words. Could you put {singular(unknown)} differently?");
}
internal static ConceptInstance Create(BeamGenerator generator, Concept2 subject, string description)
{
var instance = new ConceptInstance(Concept2.RememberConceptDescription);
generator.SetValue(instance, Concept2.Subject, new ConceptInstance(subject));
generator.SetValue(instance, Concept2.Description, new ConceptInstance(Concept2.From(description)));
return(instance);
}
internal static ConceptInstance Create(BeamGenerator generator, ConceptInstance yesInstance, ConceptInstance noInstance)
{
var prompt = new ConceptInstance(Concept2.Prompt);
generator.SetValue(prompt, Concept2.Yes, yesInstance);
generator.SetValue(prompt, Concept2.No, noInstance);
return(prompt);
}
internal static ConceptInstance Create(ConceptInstance instanceToRefine, string unknown, BeamGenerator generator)
{
var assignUnknownProperty = new ConceptInstance(Concept2.AssignUnknownProperty);
var unknownPropertyCandidate = new ConceptInstance(Concept2.From(unknown));
generator.SetValue(assignUnknownProperty, Concept2.Subject, unknownPropertyCandidate);
generator.SetValue(assignUnknownProperty, Concept2.Target, instanceToRefine);
return(assignUnknownProperty);
}
protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var subjects = generator.GetValues(instance, Concept2.Subject).ToArray();
var answer = generator.GetValue(instance, Concept2.Answer);
var unknown = generator.GetValue(instance, Concept2.Unknown);
var target = generator.GetValue(instance, Concept2.Target);
var directSubjects = filterDirectSubjects(subjects, answer);
var indirectSubjects = filterIndirectSubjects(subjects, answer, generator);
if (answer.Concept == Concept2.Nothing)
{
// user does not like any option
return;
}
if (directSubjects.Count() == 1)
{
pushSetSubject(target, directSubjects.First(), generator, unknown);
return;
}
if (indirectSubjects.Count() == 1)
{
pushSetSubject(target, indirectSubjects.First(), generator, unknown);
return;
}
if (indirectSubjects.Count() == 0)
{
generator.Push(new InstanceOutputEvent(new ConceptInstance(Concept2.DisambiguationFailed)));
return;
}
if (indirectSubjects.Count() < subjects.Count())
{
//create new disambiguation
generator.Push(new StaticScoreEvent(0.1));
pushNewDisambiguation(indirectSubjects, unknown, target, generator);
return;
}
if (indirectSubjects.Count() == subjects.Count())
{
var knowledgeConfirmation = new ConceptInstance(Concept2.DisambiguatedKnowledgeConfirmed);
generator.SetValue(knowledgeConfirmation, Concept2.Subject, answer);
generator.SetValue(knowledgeConfirmation, Concept2.Target, instance);
generator.Push(new StaticScoreEvent(0.05));
generator.Push(new InstanceOutputEvent(knowledgeConfirmation));
return;
}
//disambiguation was not helpful
generator.Push(new StaticScoreEvent(-1.0));
}
internal static ConceptInstance Create(BeamGenerator generator, PropertySetTarget target, ConceptInstance value)
{
var rememberValue = new ConceptInstance(Concept2.RememberPropertyValue);
generator.SetValue(rememberValue, Concept2.Target, target.Instance);
generator.SetValue(rememberValue, Concept2.TargetProperty, new ConceptInstance(target.Property));
generator.SetValue(rememberValue, Concept2.Subject, value);
return(rememberValue);
}
private void pushNewDisambiguation(IEnumerable <ConceptInstance> indirectSubjects, ConceptInstance unknown, ConceptInstance target, BeamGenerator generator)
{
var disambiguation = new ConceptInstance(Concept2.PropertyValueDisambiguation);
generator.SetValue(disambiguation, Concept2.Unknown, unknown);
generator.SetValue(disambiguation, Concept2.Target, target);
foreach (var subject in indirectSubjects)
{
generator.SetValue(disambiguation, Concept2.Subject, subject);
}
generator.Push(new InstanceActivationRequestEvent(disambiguation));
}
internal static ConceptInstance CreatePrompt(Dictionary <Concept2, ConceptInstance> optionEffect, BeamGenerator generator)
{
var prompt = new ConceptInstance(Concept2.OptionPrompt);
foreach (var pair in optionEffect)
{
var optionInstance = new ConceptInstance(pair.Key);
var effect = pair.Value;
generator.SetValue(optionInstance, Concept2.Invocation, effect);
generator.SetValue(prompt, Concept2.Option, optionInstance);
}
return(prompt);
}
protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var criterion = generator.GetValue(instance, _parameter);
var criterionValues = generator.GetPropertyValues(criterion);
criterionValues.Remove(Concept2.OnSetListener); // TODO internal property removal should be done in more systematic way
criterionValues.Remove(Concept2.HasProperty);
criterionValues.Remove(Concept2.HasPropertyValue);
var requiredProperties = new HashSet <Concept2>(criterionValues.Values.Select(i => i.Concept));
requiredProperties.Add(criterion.Concept);
var result = FindRelevantConcepts(generator, requiredProperties);
var isSubjectClass = generator.GetInverseConceptValues(Concept2.InstanceOf, criterion).Any();
if (result.Count == 0)
{
if (isSubjectClass)
{
generator.Push(new StaticScoreEvent(0.1));
}
else
{
generator.Push(new StaticScoreEvent(-0.1));
}
generator.Push(new InstanceOutputEvent(new ConceptInstance(Concept2.NotFound)));
}
else if (result.Count == 1)
{
generator.Push(new StaticScoreEvent(0.5));
generator.Push(new InstanceOutputEvent(result.First()));
}
else
{
if (generator.IsProperty(criterion.Concept))
{
generator.Push(new StaticScoreEvent(-0.15));
}
var needRefinementInstance = new ConceptInstance(Concept2.NeedsRefinement);
generator.SetValue(needRefinementInstance, Concept2.Subject, criterion);
generator.SetValue(criterion, Concept2.OnSetListener, instance);
generator.Push(new InstanceOutputEvent(needRefinementInstance));
}
}
private void pushSetSubject(ConceptInstance target, ConceptInstance resolvedSubject, BeamGenerator generator, ConceptInstance unknown)
{
RememberConceptDescription.Activate(resolvedSubject.Concept, unknown.Concept.Name, generator);
var relevantProperty = generator.GetValue(resolvedSubject, Concept2.Property);
generator.Push(new StaticScoreEvent(0.1));
generator.SetValue(target, relevantProperty.Concept, resolvedSubject);
}
protected override void onInstanceActivated(ConceptInstance instance, BeamGenerator generator)
{
var subject = generator.GetValue(instance, Concept2.Subject);
var inheritedProperties = generator.GetPropertyValues(subject, includeInstanceProps: false);
var pureInstanceProperties = generator.GetPropertyValues(subject, includeInheritedProps: false);
if (!pureInstanceProperties.Any())
{
var confirmation = new ConceptInstance(Concept2.KnowledgeConfirmed);
generator.SetValue(confirmation, Concept2.Subject, subject);
generator.Push(new InstanceOutputEvent(confirmation));
return;
}
var unknown = new List <KeyValuePair <Concept2, ConceptInstance> >();
foreach (var propertyValue in pureInstanceProperties)
{
if (!inheritedProperties.TryGetValue(propertyValue.Key, out var knownValue) || knownValue.Concept != propertyValue.Value.Concept)
{
unknown.Add(propertyValue);
}
}
if (unknown.Count == 0)
{
var confirmation2 = new ConceptInstance(Concept2.KnowledgeConfirmed);
generator.SetValue(confirmation2, Concept2.Subject, subject);
generator.Push(new InstanceOutputEvent(confirmation2));
return;
}
var unknownReport = new ConceptInstance(subject.Concept);
foreach (var propertyValue in unknown)
{
generator.SetValue(unknownReport, propertyValue.Key, propertyValue.Value);
}
var confirmation3 = new ConceptInstance(Concept2.KnowledgeRefutation);
generator.SetValue(confirmation3, Concept2.Subject, subject);
generator.Push(new InstanceOutputEvent(unknownReport));
}
internal static void GenerateActivationRequest(string unknown, BeamGenerator generator)
{
var newConcept = Concept2.From(unknown);
var newConceptInstance = new ConceptInstance(newConcept);
var learnInstance = new ConceptInstance(Concept2.LearnNewConcept);
generator.SetValue(learnInstance, Concept2.Unknown, newConceptInstance);
generator.Push(new InstanceActivationRequestEvent(learnInstance));
}
private void pushNewOptions(IEnumerable <ConceptInstance> options, BeamGenerator generator)
{
var optionPrompt = new ConceptInstance(Concept2.OptionPrompt);
foreach (var option in options)
{
generator.SetValue(optionPrompt, Concept2.Option, option);
}
generator.Push(new InstanceActivationRequestEvent(optionPrompt));
}
protected override IEnumerable <string> execute(BeamGenerator generator)
{
var unknownPhrases = GetUnknownPhrases(generator).ToArray();
if (unknownPhrases.Length != 1)
{
yield break;
}
var phraseToAsk = unknownPhrases.First();
if (phraseToAsk.Split(' ').Length > 2)
{
yield break;
}
var newConcept = Concept2.From(phraseToAsk);
var newConceptInstance = new ConceptInstance(newConcept);
var handlePropertyInstance = new ConceptInstance(Concept2.AcceptNewProperty);
generator.SetValue(handlePropertyInstance, Concept2.Property, newConceptInstance);
var handleConceptInstance = new ConceptInstance(Concept2.Nothing);
var options = new Dictionary <Concept2, ConceptInstance>()
{
{ Concept2.Property, handlePropertyInstance },
{ Concept2.ConceptName, handleConceptInstance },
};
var prompt = OptionPrompt.CreatePrompt(options, generator);
//remember runtime info so others can use it
generator.SetValue(TagInstance, Concept2.Unknown, newConceptInstance);
generator.SetValue(TagInstance, Concept2.Prompt, prompt);
generator.Push(new InstanceActivationRequestEvent(prompt));
yield return($"What does '{unknownPhrases.First()}' mean?");
}
protected override IEnumerable <string> execute(BeamGenerator generator)
{
var evt = Get <InstanceOutputEvent>();
var priorityEvt = Get <InstanceOutputEvent>(p => p.Instance.Concept != Concept2.NeedsRefinement && p.Instance.Concept != Concept2.NotFound);
if (priorityEvt != null || evt?.Instance.Concept != Concept2.NeedsRefinement)
{
yield break;
}
var instanceToRefine = generator.GetValue(evt.Instance, Concept2.Subject);
// let following policies know about the refinement target
generator.SetValue(TagInstance, Concept2.Target, instanceToRefine);
// generate a question
generator.Push(new IncompleteRelationEvent(instanceToRefine, Concept2.Something, null));
yield return($"I know many {plural(instanceToRefine)} which one would you like?");
}
protected override IEnumerable <string> execute(BeamGenerator generator)
{
var suppressedConcepts = new HashSet <Concept2>
{
Concept2.NotFound,
Concept2.DisambiguatedKnowledgeConfirmed,
Concept2.NeedsRefinement
};
var evt = Get <InstanceOutputEvent>();
var priorityEvt = Get <InstanceOutputEvent>(p => !suppressedConcepts.Contains(p.Instance.Concept));
if (priorityEvt != null)
{
evt = priorityEvt;
}
if (evt == null)
{
yield break;
}
var concept = evt.Instance.Concept;
generator.SetValue(TagInstance, Concept2.Subject, evt.Instance);
if (concept == Concept2.DisambiguatedKnowledgeConfirmed)
{
var disamb = Find <IncompleteRelationEvent>(s => !s.IsFilled && s.Subject?.Concept == Concept2.PropertyValueDisambiguation, precedingTurns: 1);
var confirmed = generator.GetValue(evt.Instance, Concept2.Subject);
var disambiguator = generator.GetValue(evt.Instance, Concept2.Target);
generator.Push(new IncompleteRelationEvent(disambiguator, Concept2.Answer, null));
yield return($"I know it is {singular(confirmed)} already. Could you be more specific?");
}
else if (concept == Concept2.NotFound)
{
yield return($"I don't know anything like that.");
}
else if (concept == Concept2.DisambiguationFailed)
{
yield return($"It is too complex for me. Could you use different words?");
}
else if (concept == Concept2.RememberPropertyValue)
{
yield return($"Ok, I'll remember that.");
yield return($"Thank you for the information!");
}
else if (concept == Concept2.KnowledgeConfirmed)
{
var information = generator.GetValue(evt.Instance, Concept2.Subject);
generator.Push(new InstanceActiveEvent(information, canBeReferenced: true));
yield return($"Yes, I know {singularWithProperty(information)}");
}
else if (concept == Concept2.KnowledgeRefutation)
{
var information = generator.GetValue(evt.Instance, Concept2.Subject);
var property = generator.GetValue(evt.Instance, Concept2.Property).Concept;
generator.Push(new InstanceActiveEvent(information, canBeReferenced: true));
generator.Push(new IncompleteRelationEvent(information, property, null));
yield return($"No, I don't know {singularWithProperty(information)}");
}
else
{
generator.Push(new InstanceActiveEvent(evt.Instance, canBeReferenced: true));
yield return($"It is {singular(evt.Instance)}");
yield return($"I found {singular(evt.Instance)}");
}
}
