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comparison trafficintelligence/moving.py @ 1183:38f0d0ceac3f

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issue with window length for savgol
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Fri, 01 Apr 2022 15:39:04 -0400
parents 0e5d37b0b9ff
children f9cf827a73a6
comparison
equal deleted inserted replaced
1182:0e5d37b0b9ff 1183:38f0d0ceac3f
1562 n = min(nInstantsIgnoredAtEnds, int(floor(self.length()/2.))) 1562 n = min(nInstantsIgnoredAtEnds, int(floor(self.length()/2.)))
1563 return speeds[n:-n] 1563 return speeds[n:-n]
1564 else: 1564 else:
1565 return speeds 1565 return speeds
1566 1566
1567 def getAccelerations(self, window_length, polyorder, delta=1.0, axis=-1, mode='interp', cval=0.0, speeds = None, nInstantsIgnoredAtEnds = 0): 1567 def getAccelerations(self, window_length, polyorder, delta=1.0, axis=-1, mode='interp', cval=0.0, nInstantsIgnoredAtEnds = 0):
1568 '''Returns the 1-D acceleration from the 1-D speeds 1568 '''Returns the 1-D acceleration from the 1-D speeds
1569 Caution about previously filtered data''' 1569 Caution about previously filtered data'''
1570 if speeds is None: 1570 speeds = self.getSpeeds(nInstantsIgnoredAtEnds)
1571 speeds = self.getSpeeds(nInstantsIgnoredAtEnds) 1571 if window_length > len(speeds):
1572 return savgol_filter(speeds, min(window_length, len(speeds)), polyorder, 1, delta, axis, mode, cval) 1572 wlength = min(window_length, len(speeds))
1573 if wlength % 2 == 0:
1574 wlength -=1
1575 else:
1576 wlength = window_length
1577 return savgol_filter(speeds, wlength, polyorder, 1, delta, axis, mode, cval)
1573 1578
1574 def getSpeedIndicator(self): 1579 def getSpeedIndicator(self):
1575 from indicators import SeverityIndicator 1580 from indicators import SeverityIndicator
1576 return SeverityIndicator('Speed', {t:self.getVelocityAtInstant(t).norm2() for t in self.getTimeInterval()}) 1581 return SeverityIndicator('Speed', {t:self.getVelocityAtInstant(t).norm2() for t in self.getTimeInterval()})
1577 1582