Martin Durant

As far as visualisation goes, I would firstly point you to the following page of examples https://hvplot.pyviz.org/user_guide/Streaming.html With the advent of ["Panel"](https://panel.pyviz.org/), a widget-interaction and feedback library, you can now...

Some more examples using holoviews directly: http://holoviews.org/user_guide/Streaming_Data.html (the viz stack goes, low-level to high, bokeh-holoviews-hvplot-panel)

Of course, certainly. Streamz has been around for a little while and there are some examples in its own docs and otherwise, but development had been pretty slow recently. However,...

I mean something like the following ``` import numpy as np from streamz import Stream from skmultiflow.trees.arf_hoeffding_tree import ARFHoeffdingTree fn = 'mydata' open(fn, 'w') @Stream.register_api() class multiflow(Stream): def __init__(self, upstream,...

Note that the `mutiflow` class *could* have been accomplished using `.accumulate` (which takes a state and applies data to it to produce a new state), but I thought this was...

I'd certainly be happy to see it!

Is there any more action that can be taken here? I'd be happy to talk more about this, and come up with streamz/multiflow examples, with a little help from the...

Following reading of https://github.com/scipy-conference/scipy_proceedings/pull/566 , I thought I would just put a ping here to remind the existence of these thoughts. Note that, since this discussion, passing metadata along with...

Note that streamz already has kafka as a source, so you can do two in one.

Adding my voice here. Working on making s3fs async, and would like to test via moto.