def __init__(self,
unitclass,
points=None,
spacing=None,
ts0=None,
interpolation="piecewise_linear",
buffer_size=None,
use_point_ts=True,
stabilization_length=5,
stabilization_pc='1pc'):
super(SignalWave, self).__init__(unitclass)
self._stabilization_length = stabilization_length
if isinstance(stabilization_pc, Percentage):
self._stabilization_pc = stabilization_pc
else:
self._stabilization_pc = Percentage(stabilization_pc)
self._buffer_size = buffer_size
self._use_point_ts = use_point_ts
if spacing is not None:
if isinstance(spacing, TimeSpan):
self._spacing = spacing.timedelta
elif isinstance(spacing, TimeDelta):
self._spacing = spacing
else:
raise TypeError("spacing must be an instance of TimeDelta or "
"TimeSpan. Got " + repr(spacing))
if ts0 is not None:
if not isinstance(ts0, TimeStamp):
raise TypeError("ts0 must be an instance of TimeStamp")
self._ts0 = ts0
else:
self._ts0 = timestamp_factory.now()
if points and isinstance(points, deque):
if isinstance(points[0], tuple):
self._points = points
else:
if not self._use_point_ts:
span_spacing = self._spacing.timespan
self._points = deque(
[(ts0 + (span_spacing * idx).timedelta, point)
for idx, point in enumerate(points)],
maxlen=buffer_size)
else:
self._points = deque([(point.timestamp, point)
for point in points],
maxlen=buffer_size)
else:
self._points = deque(maxlen=buffer_size)
self._interpolation = interpolation
def __init__(self, unitclass, value, ts=None):
super(SignalPoint, self).__init__(unitclass)
if not isinstance(value, unitclass):
self.value = unitclass(value)
else:
self.value = value
if ts is None:
self.timestamp = timestamp_factory.now()
else:
self.timestamp = ts
self._error_bar = None
def __init__(self, unitclass, value, ts=None):
super(SignalPoint, self).__init__(unitclass)
if not isinstance(value, unitclass):
self.value = unitclass(value)
else:
self.value = value
if ts is None:
self.timestamp = timestamp_factory.now()
else:
self.timestamp = ts
self._error_bar = None
def __init__(self, unitclass, points=None, spacing=None, ts0=None,
interpolation="piecewise_linear", buffer_size=None,
use_point_ts=True, stabilization_length=5,
stabilization_pc='1pc'):
super(SignalWave, self).__init__(unitclass)
self._stabilization_length = stabilization_length
if isinstance(stabilization_pc, Percentage):
self._stabilization_pc = stabilization_pc
else:
self._stabilization_pc = Percentage(stabilization_pc)
self._buffer_size = buffer_size
self._use_point_ts = use_point_ts
if spacing is not None:
if isinstance(spacing, TimeSpan):
self._spacing = spacing.timedelta
elif isinstance(spacing, TimeDelta):
self._spacing = spacing
else:
raise TypeError("spacing must be an instance of TimeDelta or "
"TimeSpan. Got " + repr(spacing))
if ts0 is not None:
if not isinstance(ts0, TimeStamp):
raise TypeError("ts0 must be an instance of TimeStamp")
self._ts0 = ts0
else:
self._ts0 = timestamp_factory.now()
if points and isinstance(points, deque):
if isinstance(points[0], tuple):
self._points = points
else:
if not self._use_point_ts:
span_spacing = self._spacing.timespan
self._points = deque(
[(ts0 + (span_spacing * idx).timedelta, point)
for idx, point in enumerate(points)],
maxlen=buffer_size
)
else:
self._points = deque([(point.timestamp, point)
for point in points],
maxlen=buffer_size)
else:
self._points = deque(maxlen=buffer_size)
self._interpolation = interpolation
def add_point(self, point, ts=None):
if point.unitclass != self.unitclass:
raise TypeError
if ts is None:
if self._use_point_ts is False:
if self.last_timestamp is None:
self._ts0 = timestamp_factory.now()
ts = self.last_timestamp + self._spacing
elif point.timestamp is not None:
if self.last_timestamp is None:
self._ts0 = point.timestamp
ts = point.timestamp
if ts is None:
raise ValueError
self._points.append((ts, point))
def add_point(self, point, ts=None):
if point.unitclass != self.unitclass:
raise TypeError
if ts is None:
if self._use_point_ts is False:
if self.last_timestamp is None:
self._ts0 = timestamp_factory.now()
ts = self.last_timestamp + self._spacing
elif point.timestamp is not None:
if self.last_timestamp is None:
self._ts0 = point.timestamp
ts = point.timestamp
if ts is None:
raise ValueError
self._points.append((ts, point))
def reset_buffer(self, unitclass=DummyUnit):
"""
Resets the point buffer to a new
:class:`tendril.utils.types.signalbase.SignalWave` with the unitclass
as specified by the parameter. Any data presently within it will be
lost.
:param unitclass: Class of Unit that the Wave points are composed of.
"""
# logger.debug("Resetting buffer to type : " + repr(unitclass))
self.point_buffer = SignalWave(unitclass,
spacing=TimeDelta(microseconds=100000),
ts0=timestamp_factory.now(),
buffer_size=1000,
use_point_ts=False)
def reset_buffer(self, unitclass=DummyUnit):
"""
Resets the point buffer to a new
:class:`tendril.utils.types.signalbase.SignalWave` with the unitclass
as specified by the parameter. Any data presently within it will be
lost.
:param unitclass: Class of Unit that the Wave points are composed of.
"""
# logger.debug("Resetting buffer to type : " + repr(unitclass))
self.point_buffer = SignalWave(unitclass,
spacing=TimeDelta(microseconds=100000),
ts0=timestamp_factory.now(),
buffer_size=1000,
use_point_ts=False)