def test_options(self):
""""""
plot = xrview.plot(self.data, x="sample")
assert isinstance(plot, HtmlPlot)
# TODO implement
with self.assertRaises(NotImplementedError):
xrview.plot(self.data, x="sample", server=True)
plot = xrview.plot(self.data, x="sample", output="notebook")
assert isinstance(plot, NotebookPlot)
plot = xrview.plot(self.data,
x="sample",
output="notebook",
server=True)
assert isinstance(plot, NotebookViewer)
plot = xrview.plot(self.data,
x="sample",
output="notebook",
server=True,
resolution=1)
assert isinstance(plot, NotebookTimeseriesViewer)
import numpy as np
import xarray as xr
from bokeh.plotting import show
import xrview
x = np.linspace(0, 1, 100)
y = np.sqrt(x)
da = xr.DataArray(y, coords={"x": x}, dims="x")
plot = xrview.plot(da, x="x")
# plot.show() doesn't work in sphinx
show(plot.make_layout())
def test_html_plot(self):
""""""
plot = xrview.plot(self.data, x="sample")
plot.show()
import numpy as np
import xarray as xr
from bokeh.plotting import show
import xrview
x = np.linspace(0, 1, 100)
y = np.vstack([np.sqrt(x), x, x**2]).T
ds = xr.Dataset(
{
"Clean": (["x", "f"], y),
"Noisy": (["x", "f"], y + 0.01 * np.random.randn(100, 3)),
},
coords={
"x": x,
"f": ["sqrt(x)", "x", "x^2"]
},
)
plot = xrview.plot(ds, x="x", ncols=2)
da = xr.DataArray(np.ones(20), {"x": np.linspace(0, 1, 20)}, "x")
plot.add_figure(da)
# plot.show() doesn't work in sphinx
show(plot.make_layout())
import numpy as np
import xarray as xr
from bokeh.plotting import show
import xrview
x = np.linspace(0, 1, 100)
y = np.vstack([np.sqrt(x), x, x**2]).T
ds = xr.Dataset(
{
"Clean": (["x", "f"], y),
"Noisy": (["x", "f"], y + 0.01 * np.random.randn(100, 3)),
},
coords={
"x": x,
"f": ["sqrt(x)", "x", "x^2"]
},
)
plot = xrview.plot(ds, x="x", ncols=2, overlay="data_vars")
# plot.show() doesn't work in sphinx
show(plot.make_layout())
y,
dims=(["x", "f"]),
coords={
"x": x,
"f": ["sqrt", "lin", "square"],
"sin": ("x", c),
"lower": (["x", "f"], y - 0.5),
"upper": (["x", "f"], y + 0.5),
"q_lower": (["x", "f"], y - 0.25),
"q_upper": (["x", "f"], y + 0.25),
},
)
da = da[::10].stack(z=("x", "f"))
plot = xrview.plot(
da,
x="z",
coords=True,
y_range=(-0.5, 1.5),
glyphs=BoxWhisker(0.8, "q_lower", "lower", "q_upper", "upper", color="f"),
)
plot.modify_figures({
"xgrid.visible": False,
"xaxis.major_label_orientation": np.pi / 2
})
# plot.show() doesn't work in sphinx
show(plot.make_layout())
import numpy as np
import xarray as xr
from bokeh.plotting import show
import xrview
from xrview.glyphs import Square
x = np.linspace(0, 1, 100)
y = np.sqrt(x)
da_sqrt = xr.DataArray(y, {"x": x}, "x")
da_const = xr.DataArray(np.ones(20), {"x": x[::5]}, "x")
plot = xrview.plot(da_sqrt, x="x", glyphs="circle")
plot.add_overlay(da_const, glyphs=["line", Square(color="red")])
# plot.show() doesn't work in sphinx
show(plot.make_layout())