import pytest
from statsmodels.datasets import elnino
from statsmodels.graphics.functional import (
banddepth,
fboxplot,
hdrboxplot,
rainbowplot,
)
try:
import matplotlib.pyplot as plt
except ImportError:
pass
data = elnino.load()
data.raw_data = np.asarray(data.raw_data)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]
@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
try:
_, hdr = hdrboxplot(data, labels=labels, seed=12345)
except WindowsError:
pytest.xfail('Multiprocess randomly crashes in Windows testing')
assert len(hdr.extra_quantiles) == 0
median_t = [
import numpy as np
from numpy.testing import assert_equal, assert_almost_equal
import pytest
from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
hdrboxplot, banddepth, fboxplot, rainbowplot
try:
import matplotlib.pyplot as plt
except ImportError:
pass
data = elnino.load(as_pandas=False)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]
@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
try:
_, hdr = hdrboxplot(data, labels=labels, seed=12345)
except WindowsError:
pytest.xfail('Multiprocess randomly crashes in Windows testing')
assert len(hdr.extra_quantiles) == 0
median_t = [24.247, 25.625, 25.964, 24.999, 23.648, 22.302,
21.231, 20.366, 20.168, 20.434, 21.111, 22.299]
from statsmodels.compat.python import range
import numpy as np
from numpy.testing import assert_equal, assert_almost_equal
import pytest
from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
hdrboxplot, banddepth, fboxplot, rainbowplot
try:
import matplotlib.pyplot as plt
except ImportError:
pass
data = elnino.load(as_pandas=False)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]
@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
try:
_, hdr = hdrboxplot(data, labels=labels, seed=12345)
except WindowsError:
pytest.xfail('Multiprocess randomly crashes in Windows testing')
assert len(hdr.extra_quantiles) == 0
median_t = [
24.247, 25.625, 25.964, 24.999, 23.648, 22.302, 21.231, 20.366, 20.168,
from numpy.testing import assert_equal, assert_almost_equal
from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
hdrboxplot, banddepth, fboxplot, rainbowplot
try:
import matplotlib.pyplot as plt
import matplotlib
have_matplotlib = True
except ImportError:
have_matplotlib = False
data = elnino.load()
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]
@skipif(not have_matplotlib, reason='matplotlib not available')
def test_hdr_basic():
fig, hdr = hdrboxplot(data, labels=labels)
print(hdr)
assert len(hdr.extra_quantiles) == 0
median_t = [24.247, 25.625, 25.964, 24.999, 23.648, 22.302,
21.231, 20.366, 20.168, 20.434, 21.111, 22.299]
assert_almost_equal(hdr.median, median_t, decimal=2)