def _findPeaks(self, pkWndw, pkDelta):
"""
Find the peaks and valleys in the data
"""
self.peaks = {}
self.valleys = {}
for key in list(self.data.keys()):
ls = LineScan(self.data[key])
# need to automagically adjust the window
# to make sure we get a minimum number of
# of peaks, maybe let the user guess a min?
self.peaks[key] = ls.findPeaks(pkWndw, pkDelta)
self.valleys[key] = ls.findValleys(pkWndw, pkDelta)
def __init__(self):
self._rtData = LineScan([]) # the deployed data
self._steadyState = None # mu/signal for the ss behavior
self._extractor = None
self._roi = None
self._window = None
self._template = None
self._cutoff = None
self._bestKey = None
self._isPeak = False
self.corrTemplates = None
self.peaks = {}
self.valleys = {}
self.doPeaks = {}
self.corrStdMult = 3.0
self.count = 0
