I would like the bokeh hover tool to snap to the data points instead of interpolating the mouse position on the line. Here's the code that I thought would do it, but I'm still getting interpolated data in the display.
from bokeh.plotting import figure, output_file, show
from bokeh.models import HoverTool
# prepare some data
x = [0.1, 0.5, 1.0, 1.5, 2.0, 2.5, 3.0]
y0 = [i**2 for i in x]
y1 = [10**i for i in x]
y2 = [10**(i**2) for i in x]
# output to static HTML file
output_file("log_lines.html")
hover = HoverTool(tooltips=[
("index", "$index"),
("(x,y)", "(@x, @y)"),
("desc", "@desc"),
])
hover.point_policy='snap_to_data'
hover.line_policy='none'
# create a new plot
p = figure(
tools="pan,box_zoom,reset,save,hover",
y_axis_type="log", y_range=[0.001, 10**11], title="log axis example",
x_axis_label='sections', y_axis_label='particles'
)
# add some renderers
p.line(x, x, legend="y=x")
p.circle(x, x, legend="y=x", fill_color="white", size=8)
p.line(x, y0, legend="y=x^2", line_width=3)
p.line(x, y1, legend="y=10^x", line_color="red")
p.circle(x, y1, legend="y=10^x", fill_color="red", line_color="red", size=6)
p.line(x, y2, legend="y=10^x^2", line_color="orange", line_dash="4 4")
# show the results
show(p)