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authorTravis Oliphant <oliphant@enthought.com>2006-01-04 17:37:00 +0000
committerTravis Oliphant <oliphant@enthought.com>2006-01-04 17:37:00 +0000
commit3496a3cda8ea70253a76ed17c0af261f2d645fe2 (patch)
tree7efd3ed700501e2a10646632edc18eb5679538e4 /numpy/lib/getlimits.py
parent8057b2d910a5a6726a666a2c18ac495dbb9e6000 (diff)
downloadnumpy-3496a3cda8ea70253a76ed17c0af261f2d645fe2.tar.gz
Moving things..
Diffstat (limited to 'numpy/lib/getlimits.py')
-rw-r--r--numpy/lib/getlimits.py118
1 files changed, 118 insertions, 0 deletions
diff --git a/numpy/lib/getlimits.py b/numpy/lib/getlimits.py
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+""" Machine limits for Float32 and Float64 and (long double) if available...
+"""
+
+__all__ = ['finfo']
+
+from machar import MachAr
+import numeric
+from numeric import array
+
+def _frz(a):
+ """fix rank-0 --> rank-1"""
+ if a.ndim == 0: a.shape = (1,)
+ return a
+
+_convert_to_float = {
+ numeric.csingle: numeric.single,
+ numeric.complex_: numeric.float_,
+ numeric.clongfloat: numeric.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.obj2dtype(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 numeric.float_:
+ machar = MachAr(lambda v:array([v],'d'),
+ lambda v:_frz(v.astype('i'))[0],
+ lambda v:array(_frz(v)[0],'d'),
+ lambda v:'%24.16e' % array(_frz(v)[0],'d'),
+ 'scipy float precision floating point '\
+ 'number')
+ elif dtype is numeric.single:
+ machar = MachAr(lambda v:array([v],'f'),
+ lambda v:_frz(v.astype('i'))[0],
+ lambda v:array(_frz(v)[0],'f'), #
+ lambda v:'%15.7e' % array(_frz(v)[0],'f'),
+ "scipy single precision floating "\
+ "point number")
+ elif dtype is numeric.longfloat:
+ machar = MachAr(lambda v:array([v],'g'),
+ lambda v:_frz(v.astype('i'))[0],
+ lambda v:array(_frz(v)[0],'g'), #
+ lambda v:str(array(_frz(v)[0],'g')),
+ "scipy longfloat precision floating "\
+ "point number")
+ else:
+ raise ValueError,`dtype`
+
+ for word in ['tiny', 'precision', 'resolution','iexp',
+ 'maxexp','minexp','epsneg','negep',
+ 'machep']:
+ setattr(self,word,getattr(machar, word))
+ self.max = machar.huge
+ self.min = -self.max
+ self.eps = machar.epsilon
+ 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(numeric.single)
+ print 'single epsilon:',f.eps
+ print 'single tiny:',f.tiny
+ f = finfo(numeric.float)
+ print 'float epsilon:',f.eps
+ print 'float tiny:',f.tiny
+ f = finfo(numeric.longfloat)
+ print 'longfloat epsilon:',f.eps
+ print 'longfloat tiny:',f.tiny
+