import __builtin__
import math
import random
+import time
def median(x, use_float=True):
# there exist better algorithms...
assert not s.startswith(alphabet[0])
return sum(alphabet.index(char) * len(alphabet)**i for i, char in enumerate(reversed(s)))
+class RateMonitor(object):
+ def __init__(self, max_lookback_time):
+ self.max_lookback_time = max_lookback_time
+
+ self.datums = []
+ self.first_timestamp = None
+
+ def _prune(self):
+ start_time = time.time() - self.max_lookback_time
+ for i, (ts, datum) in enumerate(self.datums):
+ if ts > start_time:
+ self.datums[:] = self.datums[i:]
+ return
+
+ def get_datums_in_last(self, dt=None):
+ if dt is None:
+ dt = self.max_lookback_time
+ assert dt <= self.max_lookback_time
+ self._prune()
+ now = time.time()
+ return [datum for ts, datum in self.datums if ts > now - dt], min(dt, now - self.first_timestamp) if self.first_timestamp is not None else 0
+
+ def add_datum(self, datum):
+ self._prune()
+ t = time.time()
+ self.datums.append((t, datum))
+ if self.first_timestamp is None:
+ self.first_timestamp = t
+
if __name__ == '__main__':
import random
a = 1