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Nicolas Nunez Barreto
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from artiq.experiment import *
from time import sleep, time
import numpy as np
from scipy.stats import poisson
from artiq.experiment import *
class Histograms(EnvExperiment):
"""Histograms demo"""
def build(self):
self.setattr_argument("nbins", NumberValue(100, ndecimals=0, step=10))
self.setattr_argument("npoints", NumberValue(20, ndecimals=0, step=5))
self.setattr_argument("histo_delay", NumberValue(0.6, ndecimals=2, step=0.01))
self.setattr_device("ccb")
def run(self):
# Custom histogram plot creator (needs a reasonable --update-delay)
self.ccb.issue("create_applet", "ticks_histogram",
"${artiq_applet}plot_hist "
f"histo --x hd_bins --title {tit} "
Nicolas Nunez Barreto
committed
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f"--update-delay {self.histo_delay}",
group="ExampleHistogram")
bin_boundaries = np.linspace(-10, 30, self.nbins + 1)
self.set_dataset("hd_bins", bin_boundaries,
broadcast=True, archive=False)
self.set_dataset("histo", np.empty(self.nbins), broadcast=True, archive=False)
"""
xs = np.empty(self.npoints)
xs.fill(np.nan)
self.set_dataset("hd_xs", xs,
broadcast=True, archive=False)
self.set_dataset("hd_counts", np.empty((self.npoints, self.nbins)),
broadcast=True, archive=False)
"""
for i in range(self.npoints):
tit = "hola"
t1 = time()
histogram, _ = np.histogram(np.random.normal(i, size=1000),
bin_boundaries)
for j in range(self.nbins):
self.mutate_dataset("histo", j, histogram[j])
#self.mutate_dataset("hd_counts", i, histogram)
#self.mutate_dataset("hd_xs", i, i % 8)
t2 = time()
print(t2-t1)
sleep(0.5)
sleep(0.3)