RiverML: update the plots less frequently #446
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Thanks very much, good to see! We should make this example more prominent, right? |
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Yes why not! It's an interesting and powerful application of streamz+holoviews. The question is, where? @jbednar any recommendation? This is what the example looks like (running the
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Maybe link from examples.pyviz? |
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Maybe this should just be a proper example on examples.pyviz.org @martindurant would you be interested in writing a notebook that introduces streamz and its support of RiverML, and the example (online k-means clustering)? If so, I could take care of polishing the plot and publishing the example on examples.pyviz.org (creating the anaconda-project and deploying it on AE5). |
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Instead of using
hvplotI've directly usedholoviewsandDynamicMaps andPipes. I've partitioned the observations and clusters and concatenated them to send them only every X events. Running the script withviz=TrueI get a refresh rate of about 50 Hz for a cadence of 100 Hz, while I get an output at about 70 Hz without any viz (same cadence).