def continuous_worker(spec):
LOGGER.debug(spec)
version = spec["version"]
cntrl_type = spec["control_type"]
global_vars = globals()
control = getattr(pyreg, spec["control"])
ctc = getattr(pyreg, spec["ctc"])
measure = getattr(pyreg, spec["measure"])
net = global_vars["networks"][version][cntrl_type][spec["projection"]]
prepared = global_vars["prepared"][version][cntrl_type][spec["experiment"]]
if spec["ctc"].startswith("delayed"):
index = prepared["time"].index(spec["time"])
active = prepared["delayed"][spec["delay"]][spec["projection"]]["active"][index]
levels = prepared["delayed"][spec["delay"]][spec["projection"]]["levels"][index]
delayed = prepared["delayed"][spec["delay"]][spec["projection"]]["delayed"][index]
effective = pyreg.effective_network(net, active)
res_cntrl = control(effective, active, levels, delayed, measure=measure)
(res_ctc, samples) = ctc(effective, active, levels, delayed,
random_num=spec["random_num"], measure=measure, return_sample=True)
elif spec["measure"].endswith("comparison"):
index = prepared["rate"]["time"].index(spec["time"])
active = prepared["rate"][spec["projection"]]["active"][index]
levels = prepared["rate"][spec["projection"]]["levels"][index]
effective = pyreg.effective_network(net, active)
res_cntrl = control(effective, active, levels, measure=measure)
(res_ctc, samples) = ctc(effective, active, levels,
random_num=spec["random_num"], measure=measure, return_sample=True)
else:
index = prepared["time"].index(spec["time"])
active = prepared[spec["projection"]]["active"][index]
levels = prepared[spec["projection"]]["levels"][index]
LOGGER.debug(len(active))
effective = pyreg.effective_network(net, active)
res_cntrl = control(effective, active, levels, measure=measure)
(res_ctc, samples) = ctc(effective, active, levels, random_num=spec["random_num"],
measure=measure, return_sample=True)
return (spec, res_cntrl, res_ctc, samples)
def discrete_worker(spec):
LOGGER.debug(spec)
version = spec["version"]
cntrl_type = spec["control_type"]
global_vars = globals()
control = getattr(pyreg, spec["control"])
ctc = getattr(pyreg, spec["ctc"])
measure = getattr(pyreg, spec["measure"])
net = global_vars["networks"][version][cntrl_type][spec["projection"]]
if cntrl_type == "analog":
active = global_vars["prepared"][version][cntrl_type][spec["experiment"]][spec["projection"]][spec["direction"]]
else:
active = global_vars["prepared"][version][cntrl_type][spec["experiment"]][spec["projection"]]
LOGGER.debug(len(active))
effective = pyreg.effective_network(net, active)
res_cntrl = control(effective, measure=measure)
(res_ctc, samples) = ctc(effective, net, measure=measure,
random_num=spec["random_num"], return_sample=True)
return (spec, res_cntrl, res_ctc, samples)
