Azure DSVM(ubuntu 18.04) can't run ExplanationDashboard about interpret-community HOT 10 CLOSED

@darrenyu1111 I just did the new 0.14.4 release to pypi with the PR fix for you, does that fix your issue?

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@darrenyu1111 can you try the latest version of interpret-community, 0.14.3? There should be a "public_ip" parameter on the Explanation Dashboard, which you can set as the DSVM address, and this should work - as well as what if analysis and ICE plots.

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https://github.com/interpretml/interpret-community/blob/master/python/interpret_community/widget/explanation_dashboard.py#L72

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@imatiach-msft
I updated it, and it does not navigate to VM IP address, and it is still using "http://localhost:5001" as a linkage for open new tab.
see the attached file.

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@darrenyu1111 will take another look, thank you for finding the issue

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@darrenyu1111 I was able to reproduce the issue and fix it in this PR: #309
I've merged the PR and will do a new release soon. Currently trying to get a couple more fixes in before doing the release.

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@darrenyu1111 hmm strange, when clicking "open in new tab" on Azure DSVM it seemed to work for me. I wonder if there is something about how the VM was setup that is causing this issue. You only set public_ip parameter and nothing else, is that correct? I wonder if it might have something to do with the port configuration.

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@imatiach-msft yes, it's working now. FW of VM causes the issue. thanks for your great effort.

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@darrenyu1111 great to hear it is resolved, closing this github issue #308 tracking the problem

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@imatiach-msft , when I run the scripts on another .ipynb in VM simultaneously, there is error message below,
could it support multiple .ipynb run?

Exception in thread Thread-35:
Traceback (most recent call last):
File "/opt/tljh/user/lib/python3.7/threading.py", line 926, in _bootstrap_inner
self.run()
File "/opt/tljh/user/lib/python3.7/threading.py", line 870, in run
self._target(*self._args, **self._kwargs)
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/interpret_community/widget/explanation_dashboard.py", line 176, in run
server.serve_forever()
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/baseserver.py", line 398, in serve_forever
self.start()
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/baseserver.py", line 336, in start
self.init_socket()
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/pywsgi.py", line 1500, in init_socket
StreamServer.init_socket(self)
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/server.py", line 180, in init_socket
self.socket = self.get_listener(self.address, self.backlog, self.family)
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/server.py", line 192, in get_listener
return _tcp_listener(address, backlog=backlog, reuse_addr=cls.reuse_addr, family=family)
File "/home/jupyter-jupyteradmin/.local/lib/python3.7/site-packages/gevent/server.py", line 288, in _tcp_listener
sock.bind(address)
OSError: [Errno 98] Address already in use: ('10.0.2.5', 5000)

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