Selection1D Paired#
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Title: Multiple selection streams example#
Description: A linked streams example demonstrating how to use multiple Selection1D streams on separate Points objects.
Dependencies: Plotly
import numpy as np
import holoviews as hv
from holoviews import opts, streams
hv.extension('plotly')
# Declare two sets of points generated from multivariate distribution
points = hv.Points(np.random.multivariate_normal((0, 0), [[1, 0.1], [0.1, 1]], (1000,)))
points2 = hv.Points(np.random.multivariate_normal((3, 3), [[1, 0.1], [0.1, 1]], (1000,)))
# Declare two selection streams and set points and points2 as the source of each
sel1 = streams.Selection1D(source=points)
sel2 = streams.Selection1D(source=points2)
# Declare DynamicMaps to show mean y-value of selection as HLine
hline1 = hv.DynamicMap(lambda index: hv.HLine(points['y'][index].mean() if index else -10), streams=[sel1])
hline2 = hv.DynamicMap(lambda index: hv.HLine(points2['y'][index].mean() if index else -10), streams=[sel2])
# Combine points and dynamic HLines
(points * points2 * hline1 * hline2).opts(
opts.Points(height=400, width=400))
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Download this notebook from GitHub (right-click to download).