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from numpy import pi, arange, sin, cos, ones_like


    

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from bokeh import load_notebook
from bokeh.document import Document
from bokeh.glyphs import Circle
from bokeh.objects import (
    Plot, DataRange1d, LinearAxis, Grid, ColumnDataSource, PanTool, WheelZoomTool
)


    

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x = arange(-2*pi, 2*pi, 0.1)
y = sin(x)
width = ones_like(x) * 0.02
height = ones_like(x) * 0.2


    

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source = ColumnDataSource(data=dict(x=x, y=y,width=width, height=height))
xdr = DataRange1d(sources=[source.columns("x")])
ydr = DataRange1d(sources=[source.columns("y")])


    

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plot = Plot(x_range=xdr, y_range=ydr, min_border=80)


    

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circle = Circle(x="x", y="y", fill_color="red", size=5, line_color="black")


    

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plot.add_glyph(source, circle)


    

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xaxis = LinearAxis()
plot.add_layout(xaxis, 'below')

yaxis = LinearAxis()
plot.add_layout(yaxis, 'left')


    

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plot.add_layout(Grid(dimension=0, ticker=xaxis.ticker) )
plot.add_layout(Grid(dimension=1, ticker=yaxis.ticker))


    

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plot.add_tools(PanTool(), WheelZoomTool())


    

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load_notebook(force=True)


    

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import IPython.core.displaypub as displaypub
from bokeh.embed import notebook_div
from bokeh.utils import publish_display_data
data = {'text/html': notebook_div(plot)}
publish_display_data(data)


    

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