def test_allBadSpecsAreBad(spec):
    badSpecs = getAllBadSpecs(spec, 15)
    for badSpec in badSpecs:
        foundry = Foundry(
            Optimize()).applyAndTrackSpec(badSpec).applyAndTrackSpec(spec)
        assert foundry.check() == unsat
        assert len(foundry.getReasonsForUnsat()) != 0
class Generator():
    def __init__(self, spec: Spec):
        self.foundry = Foundry(Optimize())
        self.foundry.applySpec(spec)
        self.spec = spec

    def createNew(self):
        try:
            pitches = self.foundry.extractPitches(self.spec.line)
        except Exception:
            return []
        self.foundry.apply(distinctFromExample(self.spec.line, [ConstPitch(x) for x in pitches]))
        return pitches
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def getAllBadSpecs(spec: Spec,
                   maxCount=None,
                   doShuffle=True,
                   filterOutUnsatisfiable=True) -> List[Spec]:
    badSpecs = []
    constraintsToInclude = powset(spec.constraints)
    constraintsToInvert = constraintsToInclude[::-1]

    constraintsToInclude = constraintsToInclude[:-1]
    constraintsToInvert = constraintsToInvert[:-1]

    if doShuffle:
        constraintsToInclude, constraintsToInvert = shuffle(
            constraintsToInclude, constraintsToInvert)

    if maxCount is None:
        maxCount = len(constraintsToInclude)
    else:
        maxCount = min(maxCount, len(constraintsToInclude))

    for i in range(maxCount):
        constraints = [
            pitchesLetterValueValid(spec.line)
        ]  # Needed ensure that the spec doesn't cheat on the gamut constraint
        constraints += constraintsToInclude[i]
        constraints += [x.inv() for x in constraintsToInvert[i]]
        badSpec = Spec(spec.line, constraints, spec.maximisations,
                       spec.minimisations)
        foundry = Foundry(Optimize()).applySpec(badSpec)

        if filterOutUnsatisfiable:
            if foundry.check() == sat:
                badSpecs.append(badSpec)
        else:
            badSpecs.append(badSpec)

    return badSpecs
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def foundry():
    return Foundry(Optimize())
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def test_s3ValidWorksOnInvalidS3GoodCF(foundry, goodCF, s3GoodCF, s3MaxCounts):
    badSpecs = getAllBadSpecs(s3GoodCF, s3MaxCounts)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        s3GoodCF = foundry.extractPitches(badSpec.line)
        assert checkS3(goodCF, s3GoodCF).isValid() == False
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def test_badCFIsS3Sat(s3BadCF):
    foundry = Foundry(Optimize())
    foundry.applySpec(s3BadCF)
    assert foundry.check() == sat
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def test_s2ValidWorksOnInvalidS2BadCF(foundry, badCF, s2BadCF, s2MaxCounts):
    badSpecs = getAllBadSpecs(s2BadCF, s2MaxCounts)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        s2BadCF = foundry.extractPitches(badSpec.line)
        assert checkS2(badCF, s2BadCF).isValid() == False
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def test_s1ValidWorksOnInvalidS1BadCF(foundry, badCF, s1BadCF, maxCount):
    badSpecs = getAllBadSpecs(s1BadCF, maxCount)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        s1BadCF = foundry.extractPitches(badSpec.line)
        assert checkS1(badCF, s1BadCF).isValid() == False
def test_repairS2WorksFromGoodCF(foundry, goodCF, s2GoodCF, s2MaxCounts, highSpeciesGamut):
    badSpecs = getAllBadSpecs(s2GoodCF, s2MaxCounts)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        s2GoodCF = foundry.extractPitches(badSpec.line)
        assert checkS2(goodCF, repairS2(goodCF, s2GoodCF, highSpeciesGamut)).isValid() == True
def test_defaultsAreSatisfiable(spec):
    assert Foundry(Optimize()).applySpec(spec).check() == sat
def test_repairS1WorksFromBadCF(foundry, badCF, s1BadCF, maxCount, highSpeciesGamut):
    badSpecs = getAllBadSpecs(s1BadCF, maxCount)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        s1BadCF = foundry.extractPitches(badSpec.line)
        assert checkS1(badCF, repairS1(badCF, s1BadCF, highSpeciesGamut)).isValid() == True
def test_repairCFWorksOnBrokenCF(foundry, cantus, maxCount, cantusGamut):
    badSpecs = getAllBadSpecs(cantus, maxCount)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        cantus = foundry.extractPitches(badSpec.line)
        assert checkCF(repairCF(cantus, cantusGamut)).isValid()
 def __init__(self, spec: Spec):
     self.foundry = Foundry(Optimize())
     self.foundry.applySpec(spec)
     self.spec = spec
def test_allBadSpecsSatisfiable(spec):
    badSpecs = getAllBadSpecs(spec, 15)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        assert foundry.check() == sat
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def test_cfValidWorksOnInvalid(foundry, cantus, maxCount):
    badSpecs = getAllBadSpecs(cantus, maxCount)
    for badSpec in badSpecs:
        foundry = Foundry(Optimize()).applySpec(badSpec)
        cantus = foundry.extractPitches(badSpec.line)
        assert checkCF(cantus).isValid() == False
def workingCF(cantus):
    f = Foundry(Optimize())
    f.applySpec(cantus)
    return f.extractPitches(cantus.line)
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def test_goodCFIsS1Sat(s1GoodCF):
    foundry = Foundry(Optimize())
    foundry.applySpec(s1GoodCF)
    assert foundry.check() == sat
def foundry(opt):
    return Foundry(opt)