def setup(self):
self.record_data_manager = CSVDataManager()
self.record_data_manager.new_frame(directory=paths.device_scan_dir)
self.graph = StreamStackedGraph()
self.graph.new_plot()
self.graph.new_series()
self.graph.new_plot()
self.graph.new_series(plotid=1)
dl = 1.8*600
self.graph.set_data_limits(dl)
self.graph.set_scan_widths(600)
def start(self):
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.data_manager = CSVDataManager()
self.data_manager.new_frame(
base_frame_name='diode_response_tc_control')
self.data_manager.write_to_frame(
('#time', self.output_device.name, self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.start()
def _start_recording(self):
# self._first_recording = True
self.queue = Queue()
self.record_data_manager = dm = CSVDataManager()
self.consumer = Thread(target=self._consume, args=(dm, ))
self.consumer.start()
# # root = paths.spectrometer_scans_dir
# # p, _c = unique_path(root, 'scan')
dm.new_frame(directory=paths.spectrometer_scans_dir)
def start_control_hook(self, ydict):
self.csv_data_manager = dm = CSVDataManager()
p = os.path.join(paths.data_dir, 'pid_tune')
dm.new_frame(directory=p)
self.debug('Save autotuned pid to {}'.format(dm.get_current_path()))
aggr = ydict['autotune_aggressiveness']
setpoint = ydict['autotune_setpoint']
tc = self.manager.get_device('temperature_controller')
if tc:
tc.autotune_setpoint = setpoint
tc.autotune_aggressiveness = aggr
def start(self):
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name='diode_response_tc_control')
self.data_manager.write_to_frame(('#time', self.output_device.name,
self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.start()
def start(self, base_frame_name=None):
if self._alive:
self.debug('response recorder already alive')
return
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.setpoint_data = array([(t, 0)])
self._write_data = False
if base_frame_name:
self._write_data = True
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name=base_frame_name)
self.data_manager.write_to_frame(
('#time', self.output_device.name, self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.setDaemon(True)
t.start()
class MeltingPointCalibrator(Loggable, ExecuteMixin):
graph = Instance(StreamStackedGraph)
setpoint = Float(enter_set=True, auto_set=False)
record_data_manager = None
detector = 'L2(CDD)'
def setup(self):
self.record_data_manager = CSVDataManager()
self.record_data_manager.new_frame(directory=paths.device_scan_dir)
self.graph = StreamStackedGraph()
self.graph.new_plot()
self.graph.new_series()
self.graph.new_plot()
self.graph.new_series(plotid=1)
dl = 1.8*600
self.graph.set_data_limits(dl)
self.graph.set_scan_widths(600)
def _do_execute(self):
self.setup()
self.laser.enable_laser()
period = 1
st = time.time()
while self.executing:
self._iter(time.time() - st)
time.sleep(period)
self.laser.disable_laser()
self.record_data_manager.close_file()
# private
def _setpoint_changed(self, new):
self.laser.extract(new)
def _iter(self, t):
intensity = self.spectrometer_manager.get_intensity(self.detector)
temperature = self.laser.get_pyrometer_temperature()
self._record(t, intensity, temperature)
self._graph(t, intensity, temperature)
def _graph(self, t, intensity, temperature):
self.graph.record(intensity, x=t, plotid=0, track_x=True, track_y=True)
self.graph.record(temperature, x=t, plotid=1, track_x=True, track_y=True)
def _record(self, t, intensity, temperature):
self.record_data_manager.write_to_frame((t, intensity, temperature))
def traits_view(self):
tgrp = HGroup(UItem('execute', editor=ButtonEditor(label_value='execute_label')), UItem('setpoint'))
ggrp = VGroup(UItem('graph', style='custom'))
v = View(VGroup(tgrp, ggrp), resizable=True, title='Melting Point Calibration')
return v
def start(self, base_frame_name=None):
if self._alive:
self.debug('response recorder already alive')
return
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.setpoint_data = array([(t, 0)])
self._write_data = False
if base_frame_name:
self._write_data = True
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name=base_frame_name)
self.data_manager.write_to_frame(('#time', self.output_device.name,
self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.setDaemon(True)
t.start()
def _record_data_manager_factory(self):
return CSVDataManager()
def start_control_hook(self, ydict):
self.csv_data_manager = dm = CSVDataManager()
p = os.path.join(paths.data_dir, 'pyrometer_calibration')
dm.new_frame(directory=p)
class ResponseRecorder(HasTraits):
period = 2
response_data = Array
output_data = Array
_alive = False
output_device = Any
response_device = Any
response_device_secondary = Any
data_manager = Instance(CSVDataManager)
_start_time = 0
def start(self):
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name='diode_response_tc_control')
self.data_manager.write_to_frame(('#time', self.output_device.name,
self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.start()
def run(self):
self._alive = True
st = self._start_time
p = self.period
rd = self.response_device
rds = self.response_device_secondary
od = self.output_device
dm = self.data_manager
odata = self.output_data
rdata = self.response_data
while self._alive:
to = time.time()
t = to - st
out = od.get_output()
odata = vstack((odata, (t, out)))
r = rd.get_response(force=True)
rdata = vstack((rdata, (t, r)))
r2 = rds.get_response(force=True)
datum = (t, out, r, r2)
datum = map(lambda x: floatfmt(x, n=3), datum)
dm.write_to_frame(datum)
et = time.time() - to
slt = p - et - 0.001
if slt > 0:
time.sleep(slt)
self.output_data = odata
self.response_data = rdata
def stop(self):
self._alive = False
if self.data_manager:
self.data_manager.close_file()
def get_response_blob(self):
if len(self.response_data):
return ''.join([struct.pack('<ff', x, y) for x, y in self.response_data])
def get_output_blob(self):
if len(self.output_data):
return ''.join([struct.pack('<ff', x, y) for x, y in self.output_data])
class ResponseRecorder(Loggable):
period = Float(2)
response_data = Array
output_data = Array
setpoint_data = Array
_alive = False
output_device = Any
response_device = Any
response_device_secondary = Any
data_manager = Instance(CSVDataManager)
_start_time = 0
_write_data = False
def start(self, base_frame_name=None):
if self._alive:
self.debug('response recorder already alive')
return
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.setpoint_data = array([(t, 0)])
self._write_data = False
if base_frame_name:
self._write_data = True
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name=base_frame_name)
self.data_manager.write_to_frame(
('#time', self.output_device.name, self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.setDaemon(True)
t.start()
def run(self):
self.debug('start response recorder')
self._alive = True
st = self._start_time
p = self.period
rd = self.response_device
rds = self.response_device_secondary
od = self.output_device
dm = self.data_manager
wd = self._write_data
odata = self.output_data
rdata = self.response_data
sdata = self.setpoint_data
r2 = None
while self._alive:
to = time.time()
t = to - st
out = od.get_output()
odata = vstack((odata, (t, out)))
sp = od.get_setpoint()
sdata = vstack((sdata, (t, sp)))
r = rd.get_response(force=True)
rdata = vstack((rdata, (t, r)))
self.debug(
'response t={}, out={}, setpoint={}, response={}'.format(
t, out, sp, r))
if rds:
r2 = rds.get_response(force=True)
if wd:
if r2:
datum = (t, out, sp, r, r2)
else:
datum = (t, out, sp, r)
datum = [floatfmt(x, n=3) for x in datum]
dm.write_to_frame(datum)
et = time.time() - to
slt = p - et - 0.001
if slt > 0:
time.sleep(slt)
self.output_data = odata
self.response_data = rdata
self.setpoint_data = sdata
def check_reached_setpoint(self, v, n, tol, std=None):
"""
return True if response is OK, i.e. average of last n points is within tol of v.
if std is not None then standard dev must be less than std
:param v:
:param n:
:param tol:
:param std:
:return:
"""
pts = self.response_data[-n:, 1]
std_bit = True
if std:
std_bit = pts.std() < std
error_bit = abs(pts.mean() - v) < tol
return std_bit and error_bit
def stop(self):
self.debug('stop response recorder')
self._alive = False
if self.data_manager:
self.data_manager.close_file()
def get_response_blob(self):
if len(self.response_data):
# return ''.join([struct.pack('<ff', x, y) for x, y in self.response_data])
return pack('<ff', self.response_data)
def get_output_blob(self):
if len(self.output_data):
return pack('<ff', self.output_data)
# return ''.join([struct.pack('<ff', x, y) for x, y in self.output_data])
def get_setpoint_blob(self):
if len(self.setpoint_data):
return pack('<ff', self.setpoint_data)
# return ''.join([struct.pack('<ff', x, y) for x, y in self.setpoint_data])
@property
def max_response(self):
if len(self.response_data):
return self.response_data.max()
class ResponseRecorder(Loggable):
period = Float(2)
response_data = Array
output_data = Array
setpoint_data = Array
_alive = False
output_device = Any
response_device = Any
response_device_secondary = Any
data_manager = Instance(CSVDataManager)
_start_time = 0
_write_data = False
def start(self, base_frame_name=None):
if self._alive:
self.debug('response recorder already alive')
return
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.setpoint_data = array([(t, 0)])
self._write_data = False
if base_frame_name:
self._write_data = True
self.data_manager = CSVDataManager()
self.data_manager.new_frame(base_frame_name=base_frame_name)
self.data_manager.write_to_frame(('#time', self.output_device.name,
self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.setDaemon(True)
t.start()
def run(self):
self.debug('start response recorder')
self._alive = True
st = self._start_time
p = self.period
rd = self.response_device
rds = self.response_device_secondary
od = self.output_device
dm = self.data_manager
wd = self._write_data
odata = self.output_data
rdata = self.response_data
sdata = self.setpoint_data
r2 = None
while self._alive:
to = time.time()
t = to - st
out = od.get_output()
odata = vstack((odata, (t, out)))
sp = od.get_setpoint()
sdata = vstack((sdata, (t, sp)))
r = rd.get_response(force=True)
rdata = vstack((rdata, (t, r)))
self.debug('response t={}, out={}, setpoint={}, response={}'.format(t, out, sp, r))
if rds:
r2 = rds.get_response(force=True)
if wd:
if r2:
datum = (t, out, sp, r, r2)
else:
datum = (t, out, sp, r)
datum = map(lambda x: floatfmt(x, n=3), datum)
dm.write_to_frame(datum)
et = time.time() - to
slt = p - et - 0.001
if slt > 0:
time.sleep(slt)
self.output_data = odata
self.response_data = rdata
self.setpoint_data = sdata
def check_reached_setpoint(self, v, n, tol, std=None):
"""
return True if response is OK, i.e. average of last n points is within tol of v.
if std is not None then standard dev must be less than std
:param v:
:param n:
:param tol:
:param std:
:return:
"""
pts = self.response_data[-n:, 1]
std_bit = True
if std:
std_bit = pts.std() < std
error_bit = abs(pts.mean() - v) < tol
return std_bit and error_bit
def stop(self):
self.debug('stop response recorder')
self._alive = False
if self.data_manager:
self.data_manager.close_file()
def get_response_blob(self):
if len(self.response_data):
return ''.join([struct.pack('<ff', x, y) for x, y in self.response_data])
def get_output_blob(self):
if len(self.output_data):
return ''.join([struct.pack('<ff', x, y) for x, y in self.output_data])
def get_setpoint_blob(self):
if len(self.setpoint_data):
return ''.join([struct.pack('<ff', x, y) for x, y in self.setpoint_data])
@property
def max_response(self):
if len(self.response_data):
return self.response_data.max()
class ResponseRecorder(HasTraits):
period = 2
response_data = Array
output_data = Array
_alive = False
output_device = Any
response_device = Any
response_device_secondary = Any
data_manager = Instance(CSVDataManager)
_start_time = 0
def start(self):
t = time.time()
self._start_time = t
self.response_data = array([(t, 0)])
self.output_data = array([(t, 0)])
self.data_manager = CSVDataManager()
self.data_manager.new_frame(
base_frame_name='diode_response_tc_control')
self.data_manager.write_to_frame(
('#time', self.output_device.name, self.response_device.name,
self.response_device_secondary.name))
t = Thread(target=self.run)
t.start()
def run(self):
self._alive = True
st = self._start_time
p = self.period
rd = self.response_device
rds = self.response_device_secondary
od = self.output_device
dm = self.data_manager
odata = self.output_data
rdata = self.response_data
while self._alive:
to = time.time()
t = to - st
out = od.get_output()
odata = vstack((odata, (t, out)))
r = rd.get_response(force=True)
rdata = vstack((rdata, (t, r)))
r2 = rds.get_response(force=True)
datum = (t, out, r, r2)
datum = map(lambda x: floatfmt(x, n=3), datum)
dm.write_to_frame(datum)
et = time.time() - to
slt = p - et - 0.001
if slt > 0:
time.sleep(slt)
self.output_data = odata
self.response_data = rdata
def stop(self):
self._alive = False
if self.data_manager:
self.data_manager.close_file()
def get_response_blob(self):
if len(self.response_data):
return ''.join(
[struct.pack('<ff', x, y) for x, y in self.response_data])
def get_output_blob(self):
if len(self.output_data):
return ''.join(
[struct.pack('<ff', x, y) for x, y in self.output_data])