def test_probplot_pp(plot_data):
fig, ax = pyplot.subplots()
scatter_kws = dict(
color="b", linestyle="--", markeredgecolor="g", markerfacecolor="none"
)
fig = viz.probplot(
plot_data,
ax=ax,
axtype="pp",
yscale="linear",
xlabel="test x",
ylabel="test y",
scatter_kws=scatter_kws,
)
return fig
def test_probplot_pp_bestfit(plot_data):
fig, ax = pyplot.subplots()
scatter_kws = {"marker": "s", "color": "red"}
line_kws = {"linestyle": "--", "linewidth": 3}
fig = viz.probplot(
plot_data,
ax=ax,
axtype="pp",
yscale="linear",
xlabel="test x",
bestfit=True,
ylabel="test y",
scatter_kws=scatter_kws,
line_kws=line_kws,
)
return fig
def test_probplot_qq_bestfit(plot_data):
fig, ax = pyplot.subplots()
fig = viz.probplot(plot_data, ax=ax, axtype="qq", bestfit=True, ylabel="Test label")
return fig
def test_probplot_prob_bestfit(plot_data):
fig, ax = pyplot.subplots()
fig = viz.probplot(plot_data, ax=ax, xlabel="Test xlabel", bestfit=True)
assert isinstance(fig, pyplot.Figure)
return fig
def test_probplot_qq(plot_data):
fig, ax = pyplot.subplots()
fig = viz.probplot(
plot_data, ax=ax, axtype="qq", ylabel="Test label", scatter_kws=dict(color="r")
)
return fig