class _Stats(WindowFunction):
"""
TRACK STATS, BUT IGNORE OUTLIERS
"""
def __init__(self, middle=None, *args, **kwargs):
object.__init__(self)
self.middle = middle
self.samples = DictList()
def add(self, value):
if value == None:
return
self.samples.append(value)
def sub(self, value):
if value == None:
return
self.samples.remove(value)
def merge(self, agg):
Log.error("Do not know how to handle")
def end(self):
ignore = Math.ceiling(len(self.samples) * (1 - self.middle) / 2)
if ignore * 2 >= len(self.samples):
return stats.Stats()
output = stats.Stats(samples=sorted(self.samples)[ignore:len(self.samples) - ignore:])
output.samples = list(self.samples)
return output
class _Stats(WindowFunction):
"""
TRACK STATS, BUT IGNORE OUTLIERS
"""
def __init__(self, middle=None, *args, **kwargs):
object.__init__(self)
self.middle = middle
self.samples = DictList()
def add(self, value):
if value == None:
return
self.samples.append(value)
def sub(self, value):
if value == None:
return
self.samples.remove(value)
def merge(self, agg):
Log.error("Do not know how to handle")
def end(self):
ignore = Math.ceiling(len(self.samples) * (1 - self.middle) / 2)
if ignore * 2 >= len(self.samples):
return stats.Stats()
output = stats.Stats(samples=sorted(self.samples)[ignore:len(self.samples) - ignore:])
output.samples = list(self.samples)
return output
