public FormPrompt NotUnderstood(IDialogContext context, T state, FormState form, IMessageActivity input)
{
var template = _field.Template(TemplateUsage.NotUnderstood);
var prompter = new Prompter <T>(template, _field.Form, null);
return(prompter.Prompt(state, _field, MessageActivityHelper.GetSanitizedTextInput(input)));
}
public FormPrompt NotUnderstood(IDialogContext context, T state, FormState form, IMessageActivity input)
{
var inputText = MessageActivityHelper.GetSanitizedTextInput(input);
FormPrompt feedback = null;
var iprompt = _field.Prompt;
var fieldState = (FieldStepState)form.StepState;
if (fieldState.State == FieldStepStates.SentPrompt)
{
feedback = Template(TemplateUsage.NotUnderstood).Prompt(state, _field, inputText);
}
else if (fieldState.State == FieldStepStates.SentClarify)
{
feedback = Template(TemplateUsage.NotUnderstood, ClarifyRecognizer(fieldState, _field.Prompt.Recognizer)).Prompt(state, _field, inputText);
}
return(feedback);
}
public IEnumerable <TermMatch> Matches(IMessageActivity input, object defaultValue)
{
var inputText = MessageActivityHelper.GetSanitizedTextInput(input);
// if the user hit enter on an optional prompt, then consider taking the current choice as a low confidence option
bool userSkippedPrompt = string.IsNullOrWhiteSpace(inputText) && (defaultValue != null || _noPreference != null);
if (userSkippedPrompt)
{
yield return(new TermMatch(0, inputText.Length, 1.0, defaultValue));
}
inputText = MessageActivityHelper.RemoveDiacritics(inputText);
foreach (var expression in _expressions)
{
double maxWords = expression.MaxWords;
foreach (Match match in expression.Expression.Matches(inputText))
{
var group1 = match.Groups[1];
var group2 = match.Groups[2];
object newValue;
if (group1.Success)
{
if (ConvertSpecial(expression.Value, defaultValue, out newValue))
{
yield return(new TermMatch(group1.Index, group1.Length, 1.0, newValue));
}
}
if (group2.Success)
{
var words = group2.Value.Split(new char[] { ' ' }, StringSplitOptions.RemoveEmptyEntries).Length;
var confidence = System.Math.Min(words / maxWords, 1.0);
if (ConvertSpecial(expression.Value, defaultValue, out newValue))
{
yield return(new TermMatch(group2.Index, group2.Length, confidence, newValue));
}
}
}
}
}
public virtual IEnumerable <TermMatch> Matches(IMessageActivity input, object defaultValue = null)
{
var inputText = MessageActivityHelper.GetSanitizedTextInput(input);
var matchValue = inputText.Trim().ToLower();
if (_noPreference != null && _noPreference.Contains(matchValue))
{
yield return(new TermMatch(0, inputText.Length, 1.0, null));
}
else if ((defaultValue != null || _noPreference != null) && (matchValue == "" || _currentChoices.Contains(matchValue)))
{
yield return(new TermMatch(0, inputText.Length, 1.0, defaultValue));
}
else
{
var result = Parse(inputText);
if (result != null)
{
yield return(result);
}
}
}
public async Task <StepResult> ProcessAsync(IDialogContext context, T state, FormState form, IMessageActivity input, IEnumerable <TermMatch> matches)
{
var inputText = MessageActivityHelper.GetSanitizedTextInput(input);
ValidateResult feedback = new ValidateResult();
feedback.IsValid = true;
feedback.Feedback = null;
feedback.FeedbackCard = null;
feedback.Choices = null;
FormPrompt prompt = null;
FormPrompt feedbackPrompt = null;
var iprompt = _field.Prompt;
var fieldState = (FieldStepState)form.StepState;
object response = null;
if (fieldState.State == FieldStepStates.SentPrompt)
{
// Response to prompt
var firstMatch = matches.FirstOrDefault();
if (matches.Count() == 1)
{
response = firstMatch.Value;
if (_field.AllowsMultiple && response != null &&
(response.GetType() == typeof(string) || !response.GetType().IsIEnumerable()))
{
response = new List <object>()
{
response
};
}
feedback = await SetValueAsync(state, response, form);
if (!feedback.IsValid && feedback.Choices != null)
{
var choices = new Ambiguous(inputText.Substring(firstMatch.Start, firstMatch.Length), feedback.Choices);
fieldState.State = FieldStepStates.SentClarify;
fieldState.Settled = new List <object>();
fieldState.Clarifications = new List <Ambiguous>()
{
choices
};
response = SetValue(state, null);
prompt = ClarifyPrompt((FieldStepState)form.StepState, iprompt.Recognizer, state);
}
}
else if (matches.Count() > 1)
{
// Check multiple matches for ambiguity
var groups = MatchAnalyzer.GroupedMatches(matches);
// 1) Could be multiple match groups like for ingredients.
// 2) Could be overlapping matches like "onion".
// 3) Could be multiple matches where only one is expected.
if (!_field.AllowsMultiple)
{
// Create a single group of all possibilities if only want one value
var mergedGroup = groups.SelectMany((group) => group).ToList();
groups = new List <List <TermMatch> >()
{
mergedGroup
};
}
var ambiguous = new List <Ambiguous>();
var settled = new List <object>();
foreach (var choices in groups)
{
if (choices.Count > 1)
{
var unclearResponses = string.Join(" ", (from choice in choices select inputText.Substring(choice.Start, choice.Length)).Distinct());
var values = from match in choices select match.Value;
ambiguous.Add(new Ambiguous(unclearResponses, values));
}
else
{
var matchValue = choices.First().Value;
if (matchValue != null && matchValue.GetType() != typeof(string) && matchValue.GetType().IsIEnumerable())
{
foreach (var value in (System.Collections.IEnumerable)matchValue)
{
settled.Add(value);
}
}
else
{
settled.Add(choices.First().Value);
}
}
}
if (settled.Count > 1)
{
// Remove no preference if present
settled.Remove(null);
}
if (ambiguous.Count > 0)
{
// Need 1 or more clarifications
fieldState.State = FieldStepStates.SentClarify;
fieldState.Settled = settled;
fieldState.Clarifications = ambiguous;
response = SetValue(state, null);
prompt = ClarifyPrompt((FieldStepState)form.StepState, iprompt.Recognizer, state);
}
else
{
if (_field.AllowsMultiple)
{
response = settled;
feedback = await SetValueAsync(state, response, form);
}
else
{
Debug.Assert(settled.Count == 1);
response = settled.First();
feedback = await SetValueAsync(state, response, form);
}
}
}
var unmatched = MatchAnalyzer.Unmatched(inputText, matches);
var unmatchedWords = string.Join(" ", unmatched);
var nonNoise = Language.NonNoiseWords(Language.WordBreak(unmatchedWords)).ToArray();
fieldState.Unmatched = null;
if (_field.Prompt.Annotation.Feedback == FeedbackOptions.Always)
{
fieldState.Unmatched = string.Join(" ", nonNoise);
}
else if (_field.Prompt.Annotation.Feedback == FeedbackOptions.Auto &&
nonNoise.Any() &&
unmatched.Any())
{
fieldState.Unmatched = string.Join(" ", nonNoise);
}
}
else if (fieldState.State == FieldStepStates.SentClarify)
{
if (matches.Count() == 1)
{
// Clarified ambiguity
var clarify = NeedsClarification(fieldState);
fieldState.Settled.Add(matches.First().Value);
fieldState.Clarifications.Remove(clarify);
if (prompt == null)
{
// No clarification left, so set the field
if (_field.AllowsMultiple)
{
response = fieldState.Settled;
feedback = await SetValueAsync(state, response, form);
}
else
{
Debug.Assert(fieldState.Settled.Count == 1);
response = fieldState.Settled.First();
feedback = await SetValueAsync(state, response, form);
}
form.SetPhase(StepPhase.Completed);
}
}
}
if (form.Phase() == StepPhase.Completed)
{
form.StepState = null;
if (fieldState.Unmatched != null)
{
if (feedback.FeedbackCard != null)
{
feedbackPrompt = feedback.FeedbackCard;
}
else if (feedback.Feedback != null)
{
feedbackPrompt = new FormPrompt {
Prompt = feedback.Feedback
};
}
else
{
if (fieldState.Unmatched != "")
{
feedbackPrompt = new Prompter <T>(_field.Template(TemplateUsage.Feedback), _field.Form, null).Prompt(state, _field, fieldState.Unmatched);
}
else
{
feedbackPrompt = new Prompter <T>(_field.Template(TemplateUsage.Feedback), _field.Form, null).Prompt(state, _field);
}
}
}
}
var next = _field.Next(response, state);
return(new StepResult(feedback.IsValid, next, feedbackPrompt ?? (feedback.FeedbackCard ?? new FormPrompt {
Prompt = feedback.Feedback
}), prompt));
}
public IEnumerable <TermMatch> Match(IDialogContext context, T state, FormState form, IMessageActivity input)
{
IEnumerable <TermMatch> matches = null;
Debug.Assert(form.Phase() == StepPhase.Responding);
var stepState = (FieldStepState)form.StepState;
if (stepState.State == FieldStepStates.SentPrompt)
{
matches = _field.Prompt.Recognizer.Matches(input, _field.GetValue(state));
}
else if (stepState.State == FieldStepStates.SentClarify)
{
var fieldState = (FieldStepState)form.StepState;
var iprompt = _field.Prompt;
var choiceRecognizer = ClarifyRecognizer(fieldState, iprompt.Recognizer);
matches = MatchAnalyzer.Coalesce(MatchAnalyzer.HighestConfidence(choiceRecognizer.Matches(input)), MessageActivityHelper.GetSanitizedTextInput(input)).ToArray();
if (matches.Count() > 1)
{
matches = new TermMatch[0];
}
}
#if DEBUG
if (FormDialog.DebugRecognizers)
{
MatchAnalyzer.PrintMatches(matches, 2);
}
#endif
return(matches);
}
private int AddExpression(int n, object value, IEnumerable <string> terms, bool allowNumbers)
{
var orderedTerms = (from term in terms orderby term.Length descending select MessageActivityHelper.RemoveDiacritics(term)).ToArray();
var words = new StringBuilder();
var first = true;
int maxWords = 0;
if (orderedTerms.Length > 0)
{
maxWords = terms.Max(NumberOfWords);
foreach (var term in orderedTerms)
{
var nterm = term.Trim().Replace(" ", @"\s+");
if (nterm != "")
{
if (first)
{
first = false;
words.Append('(');
}
else
{
words.Append('|');
}
words.Append("(?:");
if (_wordStart.Match(nterm).Success&& _wordEnd.Match(nterm).Success)
{
words.Append($@"\b{nterm}\b");
}
else
{
words.Append(nterm);
}
words.Append(')');
}
}
}
if (first)
{
words.Append($@"(\b(?:{NOMATCH})");
}
words.Append(')');
var numbers = allowNumbers ? $"(\\b{n}\\b)" : NOMATCH;
var expr = $"{numbers}|{words}";
_expressions.Add(new ValueAndExpression(value, new Regex(expr.ToString(), RegexOptions.IgnoreCase), maxWords));
++n;
return(n);
}