/**
 * Answer checking for factual challenges.
 * Handles: case insensitivity, numeric equivalence, containment matching,
 * number words (forty = 40), basic stemming, contraction normalization.
 */

const NUMBER_WORDS: Record<string, number> = {
  zero: 0, one: 1, two: 2, three: 3, four: 4, five: 5,
  six: 6, seven: 7, eight: 8, nine: 9, ten: 10,
  eleven: 11, twelve: 12, thirteen: 13, fourteen: 14, fifteen: 15,
  sixteen: 16, seventeen: 17, eighteen: 18, nineteen: 19, twenty: 20,
  thirty: 30, forty: 40, fifty: 50, sixty: 60, seventy: 70,
  eighty: 80, ninety: 90, hundred: 100, thousand: 1000, million: 1000000,
}

function normalize(s: string): string {
  return s
    .toLowerCase()
    .trim()
    .replace(/[.,!?;:'"()\[\]{}<>]/g, '')  // strip punctuation
    .replace(/\s+/g, ' ')                   // collapse whitespace
    .replace(/^(the|a|an|its|it is|it's) /i, '')  // strip leading articles
    .trim()
}

/** Expand contractions so "can't" matches "cannot", "don't" matches "do not" etc. */
function expandContractions(s: string): string {
  return s
    .replace(/\bcan'?t\b/gi, 'cannot')
    .replace(/\bdon'?t\b/gi, 'do not')
    .replace(/\bwon'?t\b/gi, 'will not')
    .replace(/\bdoesn'?t\b/gi, 'does not')
    .replace(/\bisn'?t\b/gi, 'is not')
    .replace(/\baren'?t\b/gi, 'are not')
    .replace(/\bwasn'?t\b/gi, 'was not')
    .replace(/\bweren'?t\b/gi, 'were not')
    .replace(/\bhasn'?t\b/gi, 'has not')
    .replace(/\bhaven'?t\b/gi, 'have not')
    .replace(/\bhadn'?t\b/gi, 'had not')
    .replace(/\bcouldn'?t\b/gi, 'could not')
    .replace(/\bshouldn'?t\b/gi, 'should not')
    .replace(/\bwouldn'?t\b/gi, 'would not')
    .replace(/\bit'?s\b/gi, 'it is')
    .replace(/\bthat'?s\b/gi, 'that is')
    .replace(/\bthey'?re\b/gi, 'they are')
    .replace(/\bwe'?re\b/gi, 'we are')
    .replace(/\byou'?re\b/gi, 'you are')
}

/** Basic English stemming: strip common suffixes for loose comparison. */
function stem(word: string): string {
  if (word.length <= 3) return word
  // Plural: buses → bus, foxes → fox, tries → tri (imperfect but ok)
  if (word.endsWith('ies') && word.length > 4) return word.slice(0, -3) + 'y'
  if (word.endsWith('ses') || word.endsWith('xes') || word.endsWith('zes') || word.endsWith('ches') || word.endsWith('shes')) {
    return word.slice(0, -2)
  }
  if (word.endsWith('s') && !word.endsWith('ss')) return word.slice(0, -1)
  return word
}

/** Stem all words in a string. */
function stemAll(s: string): string {
  return s.split(/\s+/).map(stem).join(' ')
}

function tryParseNumber(s: string): number | null {
  const cleaned = normalize(s)

  // Direct numeric parse
  const direct = Number(cleaned)
  if (!isNaN(direct) && cleaned !== '') return direct

  // Number word lookup
  if (NUMBER_WORDS[cleaned] !== undefined) return NUMBER_WORDS[cleaned]

  // Compound number words: "twenty one" → 21, "three hundred" → 300
  const words = cleaned.split(/[\s-]+/)
  if (words.length <= 4 && words.every(w => NUMBER_WORDS[w] !== undefined)) {
    let total = 0
    let current = 0
    for (const w of words) {
      const val = NUMBER_WORDS[w]
      if (val >= 100) {
        current = (current || 1) * val
      } else {
        current += val
      }
    }
    total += current
    return total
  }

  return null
}

/**
 * Check if a bot's response matches any of the accepted answers.
 * Returns a confidence score: 1.0 = definite match, 0.5-0.9 = partial, 0 = no match.
 */
export function checkAnswer(response: string | null, acceptedAnswers: string[]): number {
  if (!response || response.trim() === '') return 0

  const normResponse = normalize(response)
  if (normResponse === '') return 0

  // Pre-compute expanded/stemmed versions once
  const expandedResponse = normalize(expandContractions(response))
  const stemmedResponse = stemAll(normResponse)

  for (const accepted of acceptedAnswers) {
    const normAccepted = normalize(accepted)
    const expandedAccepted = normalize(expandContractions(accepted))
    const stemmedAccepted = stemAll(normAccepted)

    // 1. Exact match after normalization
    if (normResponse === normAccepted) return 1.0

    // 2. Exact match after contraction expansion
    if (expandedResponse === expandedAccepted) return 1.0

    // 3. Exact match after stemming (catches plural/singular)
    if (stemmedResponse === stemmedAccepted) return 1.0

    // 4. Numeric equivalence
    const respNum = tryParseNumber(normResponse)
    const accNum = tryParseNumber(normAccepted)
    if (respNum !== null && accNum !== null && respNum === accNum) return 1.0

    // 5. Response contains the accepted answer (or stemmed version)
    if (normResponse.includes(normAccepted) && normAccepted.length >= 2) return 1.0
    if (stemmedResponse.includes(stemmedAccepted) && stemmedAccepted.length >= 2) return 0.95

    // 6. Accepted answer contains the response (for short definitive answers)
    if (normAccepted.includes(normResponse) && normResponse.length >= 3) return 0.8
    if (stemmedAccepted.includes(stemmedResponse) && stemmedResponse.length >= 3) return 0.75

    // 7. Check if number appears anywhere in a longer response
    if (accNum !== null) {
      const numStr = String(accNum)
      if (normResponse.includes(numStr)) return 1.0
      // Check number words in response
      const responseWords = normResponse.split(/\s+/)
      for (const w of responseWords) {
        const parsed = tryParseNumber(w)
        if (parsed !== null && parsed === accNum) return 0.9
      }
    }

    // 8. Word-level containment — all words of the answer appear in the response
    const acceptedWords = normAccepted.split(/\s+/)
    if (acceptedWords.length >= 2) {
      const allFound = acceptedWords.every(w => normResponse.includes(w))
      if (allFound) return 0.9
      // Try with stemming
      const stemmedAccWords = stemmedAccepted.split(/\s+/)
      const allStemFound = stemmedAccWords.every(w => stemmedResponse.includes(w))
      if (allStemFound) return 0.85
    }

    // 9. Contraction-expanded word containment
    if (expandedAccepted.split(/\s+/).length >= 2) {
      const allFound = expandedAccepted.split(/\s+/).every(w => expandedResponse.includes(w))
      if (allFound) return 0.85
    }
  }

  // 10. For true/false questions, check if the response starts with the right keyword
  const tfAnswer = acceptedAnswers.find(a => a.toLowerCase() === 'true' || a.toLowerCase() === 'false')
  if (tfAnswer) {
    const firstWord = normResponse.split(/\s+/)[0]
    if (firstWord === tfAnswer.toLowerCase()) return 1.0
    // "that's true" / "this is false" / "yes" for true / "no" for false
    if (normResponse.includes(tfAnswer.toLowerCase())) return 0.9
    // "yes" ≈ true, "no" ≈ false
    if (tfAnswer.toLowerCase() === 'true' && (firstWord === 'yes' || firstWord === 'correct' || firstWord === 'right')) return 0.9
    if (tfAnswer.toLowerCase() === 'false' && (firstWord === 'no' || firstWord === 'incorrect' || firstWord === 'wrong')) return 0.9
  }

  return 0
}