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import os
import matplotlib.pyplot as plt
import WrightTools as wt; from WrightTools import datasets
here = os.path.abspath(os.path.dirname(__file__))
data = wt.data.from_PyCMDS(datasets.PyCMDS.w2_w1_000)
data.signal_mean.symmetric_root(0.5) # to amplitude level
data.convert('wn')
fig, gs = wt.artists.create_figure(width='double', cols=[1, 1, 'cbar'])
# as taken
ax = plt.subplot(gs[0, 0])
ax.pcolor(data)
wt.artists.set_ax_labels(xlabel=data.w2.label, ylabel=data.w1.label)
ax.grid(); ax.set_title('as taken', fontsize=20)
# transformed
ax = plt.subplot(gs[0, 1])
data.transform('wm', 'w1')
data.convert('wn')
ax.pcolor(data)
wt.artists.set_ax_labels(xlabel=data.wm.label, yticks=False)
ax.grid(); ax.set_title('transformed', fontsize=20)
# colorbar
wt.artists.plot_colorbar(plt.subplot(gs[0, -1]), label='amplitude')
# save
wt.artists.savefig(os.path.join(here, 'fringes_transform.png'))
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