Tune testΒΆ

An example of transform on a tune test.

as taken, transformed

Out:

Correction factor applied to d1
Correction factor applied to d2
data created at /tmp/qukzne0y.wt5::/
  axes: ('w1__e__wm', 'wa')
  shape: (25, 256)
/home/docs/checkouts/readthedocs.org/user_builds/wrighttools/envs/stable/lib/python3.6/site-packages/WrightTools/artists/_base.py:374: UserWarning: The input coordinates to pcolor are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolor.
  return super().pcolor(*args, **kwargs)
/home/docs/checkouts/readthedocs.org/user_builds/wrighttools/envs/stable/lib/python3.6/site-packages/WrightTools/artists/_base.py:414: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.
  return super().pcolormesh(*args, **kwargs)

<matplotlib.colorbar.ColorbarBase object at 0x7f86ad699a90>

import matplotlib.pyplot as plt

import WrightTools as wt
from WrightTools import datasets

p = datasets.PyCMDS.w1_wa_000
data = wt.data.from_PyCMDS(p)

fig, gs = wt.artists.create_figure(width="double", cols=[1, 0.25, 1, "cbar"])

# as taken
ax = plt.subplot(gs[0, 0])
ax.pcolor(data)
wt.artists.set_ax_labels(xlabel=data.w1__e__wm.label, ylabel=data.wa.label)
ax.grid()
ax.set_title("as taken", fontsize=20)

# transformed
ax = plt.subplot(gs[0, 2])
data.transform("w1", "wa-w1")
ax.pcolor(data)
wt.artists.set_ax_labels(xlabel=data.w1.label, ylabel=data.wa__m__w1.label)
ax.grid()
ax.set_title("transformed", fontsize=20)

# colorbar
cax = plt.subplot(gs[0, -1])
wt.artists.plot_colorbar(cax, label="intensity")

Total running time of the script: ( 0 minutes 0.877 seconds)

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