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Diffstat (limited to 'src/leap/bitmask/util')
-rw-r--r-- | src/leap/bitmask/util/averages.py | 92 |
1 files changed, 92 insertions, 0 deletions
diff --git a/src/leap/bitmask/util/averages.py b/src/leap/bitmask/util/averages.py new file mode 100644 index 00000000..65953f8f --- /dev/null +++ b/src/leap/bitmask/util/averages.py @@ -0,0 +1,92 @@ +# -*- coding: utf-8 -*- +# averages.py +# Copyright (C) 2013 LEAP +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. If not, see <http://www.gnu.org/licenses/>. +""" +Utility class for moving averages. + +It is used in the status panel widget for displaying up and down +download rates. +""" +from leap.bitmask.util import first + + +class RateMovingAverage(object): + """ + Moving window average for calculating + upload and download rates. + """ + SAMPLE_SIZE = 5 + + def __init__(self): + """ + Initializes an empty array of fixed size + """ + self.reset() + + def reset(self): + self._data = [None for i in xrange(self.SAMPLE_SIZE)] + + def append(self, x): + """ + Appends a new data point to the collection. + + :param x: A tuple containing timestamp and traffic points + in the form (timestamp, traffic) + :type x: tuple + """ + self._data.pop(0) + self._data.append(x) + + def get(self): + """ + Gets the collection. + """ + return self._data + + def get_average(self): + """ + Gets the moving average. + """ + data = filter(None, self.get()) + traff = [traffic for (ts, traffic) in data] + times = [ts for (ts, traffic) in data] + + try: + deltatraffic = traff[-1] - first(traff) + deltat = (times[-1] - first(times)).seconds + except IndexError: + deltatraffic = 0 + deltat = 0 + + try: + rate = float(deltatraffic) / float(deltat) / 1024 + except ZeroDivisionError: + rate = 0 + + # In some cases we get negative rates + if rate < 0: + rate = 0 + + return rate + + def get_total(self): + """ + Gets the total accumulated throughput. + """ + try: + return self._data[-1][1] / 1024 + except TypeError: + return 0 |