""" Machine limits for Float32 and Float64 and (long double) if available... """ __all__ = ['finfo'] from machar import MachAr import numpy.core.numeric as numeric import numpy.core.numerictypes as ntypes from numpy.core.numeric import array def _frz(a): """fix rank-0 --> rank-1""" if a.ndim == 0: a.shape = (1,) return a _convert_to_float = { ntypes.csingle: ntypes.single, ntypes.complex_: ntypes.float_, ntypes.clongfloat: ntypes.longfloat } class finfo(object): _finfo_cache = {} def __new__(cls, dtype): obj = cls._finfo_cache.get(dtype,None) if obj is not None: return obj dtypes = [dtype] newdtype = numeric.obj2sctype(dtype) if newdtype is not dtype: dtypes.append(newdtype) dtype = newdtype if not issubclass(dtype, numeric.inexact): raise ValueError, "data type %r not inexact" % (dtype) obj = cls._finfo_cache.get(dtype,None) if obj is not None: return obj if not issubclass(dtype, numeric.floating): newdtype = _convert_to_float[dtype] if newdtype is not dtype: dtypes.append(newdtype) dtype = newdtype obj = cls._finfo_cache.get(dtype,None) if obj is not None: return obj obj = object.__new__(cls)._init(dtype) for dt in dtypes: cls._finfo_cache[dt] = obj return obj def _init(self, dtype): self.dtype = dtype if dtype is ntypes.double: itype = ntypes.int64 fmt = '%24.16e' precname = 'double' elif dtype is ntypes.single: itype = ntypes.int32 fmt = '%15.7e' precname = 'single' elif dtype is ntypes.longdouble: itype = ntypes.longlong fmt = '%s' precname = 'long double' else: raise ValueError, repr(dtype) machar = MachAr(lambda v:array([v], dtype), lambda v:_frz(v.astype(itype))[0], lambda v:array(_frz(v)[0], dtype), lambda v: fmt % array(_frz(v)[0], dtype), 'numpy %s precision floating point number' % precname) for word in ['precision', 'iexp', 'maxexp','minexp','negep', 'machep']: setattr(self,word,getattr(machar, word)) for word in ['tiny','resolution','epsneg']: setattr(self,word,getattr(machar, word).squeeze()) self.max = machar.huge.flat[0] self.min = -self.max self.eps = machar.eps.flat[0] self.nexp = machar.iexp self.nmant = machar.it self.machar = machar self._str_tiny = machar._str_xmin self._str_max = machar._str_xmax self._str_epsneg = machar._str_epsneg self._str_eps = machar._str_eps self._str_resolution = machar._str_resolution return self def __str__(self): return '''\ Machine parameters for %(dtype)s --------------------------------------------------------------------- precision=%(precision)3s resolution=%(_str_resolution)s machep=%(machep)6s eps= %(_str_eps)s negep =%(negep)6s epsneg= %(_str_epsneg)s minexp=%(minexp)6s tiny= %(_str_tiny)s maxexp=%(maxexp)6s max= %(_str_max)s nexp =%(nexp)6s min= -max --------------------------------------------------------------------- ''' % self.__dict__ if __name__ == '__main__': f = finfo(ntypes.single) print 'single epsilon:',f.eps print 'single tiny:',f.tiny f = finfo(ntypes.float) print 'float epsilon:',f.eps print 'float tiny:',f.tiny f = finfo(ntypes.longfloat) print 'longfloat epsilon:',f.eps print 'longfloat tiny:',f.tiny