def test_calibrate():
# Very bare-bones test for calibration runs
# Just checking that no errors are thrown!
kwargs = dict(
generate=dict(nlc=5),
sample=dict(run_nested_kwargs=dict(maxiter=10)),
plot=dict(ninc_points=5, ninc_samples=2),
)
calibrate.run(path=".test_calibrate", **kwargs)
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/ld"),
generate=dict(u=[0.5, 0.25]),
sample=dict(u=[0.5, 0.25]),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("ld", "corner_transformed.pdf", "calibration_ld_corner.pdf")
copy("ld", "latitude.pdf", "calibration_ld_latitude.pdf")
fig = old_corner(*args, **kwargs)
ax = np.reshape(fig.axes, (5, 5))
for axis in ax[:, 0]:
axis.axvspan(0, 10, hatch="//", facecolor="none", lw=0.5, alpha=0.25)
return fig
corner.corner = new_corner
from starry_process import calibrate
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args
)
copy = lambda name, src, dest: shutil.copyfile(
abspath("data", name, src), abspath(dest)
)
# Run
calibrate.run(
path=abspath("data/tinyspots"),
generate=dict(radius=dict(mu=3.0, sigma=0.25), contrast=dict(mu=1)),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("tinyspots", "corner_transformed.pdf", "calibration_tinyspots_corner.pdf")
copy("tinyspots", "latitude.pdf", "calibration_tinyspots_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/hilat"),
generate=dict(latitude=dict(mu=60)),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("hilat", "corner_transformed.pdf", "calibration_hilat_corner.pdf")
copy("hilat", "latitude.pdf", "calibration_hilat_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/ld_500_no_ld"),
generate=dict(nlc=500, u=[0.5, 0.25]),
sample=dict(u=[0.0, 0.0], compute_inclination_pdf=False),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy(
"ld_500_no_ld",
"corner_transformed.pdf",
"calibration_ld_500_no_ld_corner.pdf",
)
copy("ld_500_no_ld", "latitude.pdf", "calibration_ld_500_no_ld_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/default_1"),
generate=dict(nlc=1),
sample=dict(compute_inclination_pdf=False),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("default_1", "corner_transformed.pdf", "calibration_default_1_corner.pdf")
copy("default_1", "latitude.pdf", "calibration_default_1_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args
)
copy = lambda name, src, dest: shutil.copyfile(
abspath("data", name, src), abspath(dest)
)
# Run
calibrate.run(
path=abspath("data/bigspots"),
generate=dict(radius=dict(mu=45, sigma=5), nspots=dict(mu=1)),
sample=dict(rmax=60),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("bigspots", "corner_transformed.pdf", "calibration_bigspots_corner.pdf")
copy("bigspots", "latitude.pdf", "calibration_bigspots_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/hicontrast"),
generate=dict(nspots=dict(mu=2), contrast=dict(mu=0.5)),
sample=dict(compute_inclination_pdf=False),
)
# Copy output to this directory
copy("hicontrast", "corner_transformed.pdf",
"calibration_hicontrast_corner.pdf")
copy("hicontrast", "latitude.pdf", "calibration_hicontrast_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/variance"),
generate=dict(
nlc=1000,
nspots=dict(sigma=3),
radius=dict(sigma=3),
contrast=dict(sigma=0.01),
),
sample=dict(compute_inclination_pdf=False),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("variance", "corner_transformed.pdf", "calibration_variance_corner.pdf")
copy("variance", "latitude.pdf", "calibration_variance_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/isotropic"),
generate=dict(latitude=dict(sigma=np.inf)),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("isotropic", "corner_transformed.pdf", "calibration_isotropic_corner.pdf")
copy("isotropic", "latitude.pdf", "calibration_isotropic_latitude.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(path=abspath("data/default"), ncols=7, clip=True)
# Copy output to this directory
copy("default", "data.pdf", "calibration_default_data.pdf")
copy("default", "corner_transformed.pdf", "calibration_default_corner.pdf")
copy("default", "latitude.pdf", "calibration_default_latitude.pdf")
copy("default", "inclination.pdf", "calibration_default_inclination.pdf")
from starry_process import calibrate
import numpy as np
import os
import shutil
# Utility funcs to move figures to this directory
abspath = lambda *args: os.path.join(
os.path.dirname(os.path.abspath(__file__)), *args)
copy = lambda name, src, dest: shutil.copyfile(abspath("data", name, src),
abspath(dest))
# Run
calibrate.run(
path=abspath("data/unnorm"),
generate=dict(normalized=False),
plot_data=False,
plot_inclination_pdf=False,
)
# Copy output to this directory
copy("unnorm", "corner_transformed.pdf", "calibration_unnorm_corner.pdf")
copy("unnorm", "latitude.pdf", "calibration_unnorm_latitude.pdf")