import base import tools import alphabet import basenumeric import complexnumeric import basestring import methodstringsolver import recursivenumeric CombinedNumericSolver = complexnumeric.CombinedNumericSolver class ConstantZeroPaddingSolver(base.BaseSolver): '''An integer series padded to a specific width using zeros.''' def analyze(self): withzeros = [s for s in self.series if s.startswith('0')] if not withzeros: raise base.UnsolvableException # None have zeros self.zerolength = len(withzeros[0]) for s in withzeros[1:]: if len(s) != self.zerolength: raise base.UnsolvableException # Non-constant padding for s in self.series: if s not in withzeros and len(s) < self.zerolength: raise base.UnsolvableException # Not all are padded try: numseries = [int(s) for s in self.series] except ValueError: raise base.UnsolvableException self.numsolver = CombinedNumericSolver(numseries) def generate(self, index): value = self.numsolver[index] format = "%0" + str(self.zerolength) + "d" # eg. %02d if value is None: return None return format % value def score(self): return self.numsolver.score() def params(self): return {'zerocount': self.zerolength, 'numsolver': self.numsolver} class ZeroSeriesPrefixSolver(base.BaseSolver): '''An integer series with zeros at front. The number of the zeros is determined by a numeric solver. ''' def analyze(self): numseries = [] zerocounts = [] for s in self.series: try: numseries.append(int(s)) except ValueError: raise base.UnsolvableException zerocounts.append(tools.getprefix(s, '0')) self.zerosolver = CombinedNumericSolver(zerocounts) self.numsolver = CombinedNumericSolver(numseries) if [i for i in zerocounts if i != 0]: self.dozero = True else: self.dozero = False def generate(self, index): return '0' * self.zerosolver[index] + str(self.numsolver[index]) def score(self): if self.dozero: return 0.8 * self.zerosolver.score() * self.numsolver.score() else: return self.numsolver.score() def params(self): if self.dozero: return {'zerosolver': self.zerosolver, 'numsolver': self.numsolver} else: return self.numsolver.params() def name(self): if self.dozero: return self.__class__.__name__ else: return self.numsolver.name() class NumericOnlySolver(base.SelectSolver): _solverclasses = [ConstantZeroPaddingSolver, ZeroSeriesPrefixSolver] class StringOnlySolver(base.SelectSolver): _solverclasses = [basestring.BaseStringSolver, methodstringsolver.MethodStringSolver, recursivenumeric.FibonacciSolver] class SplitSolver(base.BaseSolver): '''Solver a series with different kind of entries in start and in the end. Default compare method is str.isalpha: 1A, 2B, 3C => 1,2,3 and A,B,C ''' def compare(self, a, b): return a.isalpha() != b.isalpha() def analyze(self): startseries = [] endseries = [] splitpoints = [] for s in self.series: if len(s) <= 1: raise base.UnsolvableException for i in range(1, len(s)): a = s[i - 1] b = s[i] if self.compare(a,b): break else: raise base.UnsolvableException # No change detected splitpoints.append(i) startseries.append(s[:i]) endseries.append(s[i:]) self.startsolver = BaseCombinedSolver(startseries) self.endsolver = BaseCombinedSolver(endseries) def generate(self, index): return self.startsolver[index] + self.endsolver[index] def score(self): return self.startsolver.score() * self.endsolver.score() * 0.9 def params(self): return {'startsolver': self.startsolver, 'endsolver': self.endsolver} class Diff1SplitSolver(SplitSolver): '''Detects change in difference''' difference = 1 def compare(self, a, b): return alphabet.ord(b) - alphabet.ord(a) != self.difference class Diffm1SplitSolver(Diff1SplitSolver): difference = -1 class AlternatingTypeSolver(base.SelectSolver): '''For AlternatingNumberStringSolver''' _solverclasses = [basenumeric.RecurringSolver, complexnumeric.RepeatSolver] class AlternatingNumberStringSolver(base.BaseSolver): '''Series with alternating numbers and strings.''' def analyze(self): typeseries = [] numseries = [] strseries = [] for s in self.series: if s.isalpha(): typeseries.append(0) strseries.append(s) else: typeseries.append(1) numseries.append(s) self.numsolver = NumericOnlySolver(numseries) self.strsolver = StringOnlySolver(strseries) self.typesolver = AlternatingTypeSolver(typeseries) def generate(self, index): if self.typesolver[index]: numindex = len([i for i in range(index) if self.typesolver[i]]) return self.numsolver[numindex] else: strindex = len([i for i in range(index) if not self.typesolver[i]]) return self.strsolver[strindex] def score(self): return (self.numsolver.score() + self.strsolver.score()) / 2 * self.typesolver.score() def params(self): return {'numsolver': self.numsolver, 'strsolver': self.strsolver, 'typesolver': self.typesolver} # Quite many classes follow. This is for time-optimizing the lookup at root level # by not trying more complex solvers if simple ones match well class BaseCombinedSolver(base.SelectSolver): _solverclasses = [NumericOnlySolver, StringOnlySolver, AlternatingNumberStringSolver, SplitSolver, Diff1SplitSolver, Diffm1SplitSolver] class CombinedMergeSolver(complexnumeric.MergeSolver): solverclass = BaseCombinedSolver class NonskipCombinedSolver(base.SelectSolver): _solverclasses = [BaseCombinedSolver, CombinedMergeSolver] class SkipFirstSolver(base.BaseSolver): '''Try to solve difficult series by skipping some first values''' def analyze(self): for self.skip in range(1, len(self.series) // 2): series = self.series[self.skip:] try: self.solver = NonskipCombinedSolver(series) break except base.UnsolvableException: continue else: raise base.UnsolvableException def generate(self, index): return self.solver[index - self.skip] def score(self): return self.solver.score() * (1.0/float(self.skip + 1)) def params(self): return {'skip': self.skip, 'solver': self.solver} class CombinedSolver(base.TresholdSelectSolver): '''Combined class for all supported solving patterns. Takes a series of alphanumeric strings as an argument. Entries can be accessed by several means: 1) Like a sequence: solver[5] or solver[5:7] 2) Solver.generatelist(count) generates the next values after the given initial series. ''' # Use SkipFirstSolver as a fallback _fastsolver = BaseCombinedSolver _slowsolver = SkipFirstSolver _treshold = 0.1 if __name__ == '__main__': print "Unit testing" a = CombinedSolver(['A1', 'B2', 'C3']) assert a.generatelist(2) == ['D4', 'E5'] a = CombinedSolver(['9A','10B','11C']) assert a.generatelist(2) == ['12D','13E'] a = Diff1SplitSolver(['ABAB', 'ABCABC', 'ABCDABCD']) assert a.generatelist(2) == ['ABCDEABCDE', 'ABCDEFABCDEF'] print "OK"