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232 lines
9.1 KiB
ReStructuredText
232 lines
9.1 KiB
ReStructuredText
.. _working_remotely:
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Running a notebook server
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=========================
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The :doc:`Jupyter notebook <notebook>` web application is based on a
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server-client structure. The notebook server uses a :ref:`two-process kernel
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architecture <ipython:ipythonzmq>` based on ZeroMQ_, as well as Tornado_ for
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serving HTTP requests.
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.. note::
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By default, a notebook server runs locally at 127.0.0.1:8888
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and is accessible only from `localhost`. You may access the
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notebook server from the browser using `http://127.0.0.1:8888`.
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This document describes how you can
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:ref:`secure a notebook server <notebook_server_security>` and how to
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:ref:`run it on a public interface <notebook_public_server>`.
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.. _ZeroMQ: http://zeromq.org
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.. _Tornado: http://www.tornadoweb.org
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.. _notebook_server_security:
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Securing a notebook server
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--------------------------
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You can protect your notebook server with a simple single password by
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configuring the :attr:`NotebookApp.password` setting in
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:file:`jupyter_notebook_config.py`.
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Prerequisite: A notebook configuration file
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Check to see if you have a notebook configuration file,
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:file:`jupyter_notebook_config.py`. The default location for this file
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is your Jupyter folder in your home directory, ``~/.jupyter``.
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If you don't already have one, create a config file for the notebook
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using the following command::
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$ jupyter notebook --generate-config
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Preparing a hashed password
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~~~~~~~~~~~~~~~~~~~~~~~~~~~
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You can prepare a hashed password using the function
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:func:`notebook.auth.security.passwd`:
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.. sourcecode:: ipython
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In [1]: from notebook.auth import passwd
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In [2]: passwd()
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Enter password:
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Verify password:
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Out[2]: 'sha1:67c9e60bb8b6:9ffede0825894254b2e042ea597d771089e11aed'
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.. caution::
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:func:`~notebook.auth.security.passwd` when called with no arguments
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will prompt you to enter and verify your password such as
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in the above code snippet. Although the function can also
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be passed a string as an argument such as ``passwd('mypassword')``, please
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**do not** pass a string as an argument inside an IPython session, as it
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will be saved in your input history.
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Adding hashed password to your notebook configuration file
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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You can then add the hashed password to your :file:`jupyter_notebook_config.py`.
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The default location for this file :file:`jupyter_notebook_config.py` is in
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your Jupyter folder in your home directory, ``~/.jupyter``, e.g.::
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c.NotebookApp.password = u'sha1:67c9e60bb8b6:9ffede0825894254b2e042ea597d771089e11aed'
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Using SSL for encrypted communication
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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When using a password, it is a good idea to also use SSL with a web certificate,
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so that your hashed password is not sent unencrypted by your browser.
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.. important::
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Web security is rapidly changing and evolving. We provide this document
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as a convenience to the user, and recommend that the user keep current on
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changes that may impact security, such as new releases of OpenSSL.
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The Open Web Application Security Project (`OWASP`_) website is a good resource
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on general security issues and web practices.
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You can start the notebook to communicate via a secure protocol mode by setting
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the ``certfile`` option to your self-signed certificate, i.e. ``mycert.pem``,
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with the command::
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$ jupyter notebook --certfile=mycert.pem --keyfile mykey.key
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.. tip::
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A self-signed certificate can be generated with ``openssl``. For example,
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the following command will create a certificate valid for 365 days with
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both the key and certificate data written to the same file::
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$ openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mykey.key -out mycert.pem
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When starting the notebook server, your browser may warn that your self-signed
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certificate is insecure or unrecognized. If you wish to have a fully
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compliant self-signed certificate that will not raise warnings, it is possible
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(but rather involved) to create one, as explained in detail in `this tutorial`__.
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.. __: http://arstechnica.com/security/news/2009/12/how-to-get-set-with-a-secure-sertificate-for-free.ars
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.. TODO: Find an additional resource that walks the user through this two-process step by step.
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.. _OWASP: https://www.owasp.org
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.. _notebook_public_server:
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Running a public notebook server
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--------------------------------
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If you want to access your notebook server remotely via a web browser,
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you can do so by running a public notebook server. For optimal security
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when running a public notebook server, you should first secure the
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server with a password and SSL/HTTPS as described in
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:ref:`notebook_server_security`.
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Start by creating a certificate file and a hashed password, as explained in
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:ref:`notebook_server_security`.
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If you don't already have one, create a
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config file for the notebook using the following command line::
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$ jupyter notebook --generate-config
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In the ``~/.jupyter`` directory, edit the notebook config file,
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``jupyter_notebook_config.py``. By default, the notebook config file has
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all fields commented out. The minimum set of configuration options that
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you should to uncomment and edit in :file:``jupyter_notebook_config.py`` is the
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following::
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# Set options for certfile, ip, password, and toggle off browser auto-opening
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c.NotebookApp.certfile = u'/absolute/path/to/your/certificate/mycert.pem'
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c.NotebookApp.keyfile = u'/absolute/path/to/your/certificate/mykey.key'
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# Set ip to '*' to bind on all interfaces (ips) for the public server
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c.NotebookApp.ip = '*'
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c.NotebookApp.password = u'sha1:bcd259ccf...<your hashed password here>'
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c.NotebookApp.open_browser = False
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# It is a good idea to set a known, fixed port for server access
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c.NotebookApp.port = 9999
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You can then start the notebook using the ``jupyter notebook`` command.
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.. important::
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**Use 'https'.**
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Keep in mind that when you enable SSL support, you must access the
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notebook server over ``https://``, not over plain ``http://``. The startup
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message from the server prints a reminder in the console, but *it is easy
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to overlook this detail and think the server is for some reason
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non-responsive*.
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**When using SSL, always access the notebook server with 'https://'.**
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You may now access the public server by pointing your browser to
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``https://your.host.com:9999`` where ``your.host.com`` is your public server's
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domain.
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Firewall Setup
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~~~~~~~~~~~~~~
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To function correctly, the firewall on the computer running the jupyter
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notebook server must be configured to allow connections from client
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machines on the access port ``c.NotebookApp.port`` set in
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:file:``jupyter_notebook_config.py`` port to allow connections to the
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web interface. The firewall must also allow connections from
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127.0.0.1 (localhost) on ports from 49152 to 65535.
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These ports are used by the server to communicate with the notebook kernels.
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The kernel communication ports are chosen randomly by ZeroMQ, and may require
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multiple connections per kernel, so a large range of ports must be accessible.
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Running the notebook with a customized URL prefix
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-------------------------------------------------
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The notebook dashboard, which is the landing page with an overview
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of the notebooks in your working directory, is typically found and accessed
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at the default URL ``http://localhost:8888/``.
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If you prefer to customize the URL prefix for the notebook dashboard, you can
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do so through modifying ``jupyter_notebook_config.py``. For example, if you
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prefer that the notebook dashboard be located with a sub-directory that
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contains other ipython files, e.g. ``http://localhost:8888/ipython/``,
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you can do so with configuration options like the following (see above for
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instructions about modifying ``jupyter_notebook_config.py``)::
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c.NotebookApp.base_url = '/ipython/'
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c.NotebookApp.webapp_settings = {'static_url_prefix':'/ipython/static/'}
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Known issues
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------------
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Proxies
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~~~~~~~
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When behind a proxy, especially if your system or browser is set to autodetect
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the proxy, the notebook web application might fail to connect to the server's
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websockets, and present you with a warning at startup. In this case, you need
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to configure your system not to use the proxy for the server's address.
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For example, in Firefox, go to the Preferences panel, Advanced section,
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Network tab, click 'Settings...', and add the address of the notebook server
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to the 'No proxy for' field.
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Docker CMD
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~~~~~~~~~~
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Using ``jupyter notebook`` as a
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`Docker CMD <https://docs.docker.com/reference/builder/#cmd>`_ results in
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kernels repeatedly crashing, likely due to a lack of `PID reaping
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<https://blog.phusion.nl/2015/01/20/docker-and-the-pid-1-zombie-reaping-problem/>`_.
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To avoid this, use the `tini <https://github.com/krallin/tini>`_ ``init`` as your
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Dockerfile `ENTRYPOINT`::
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# Add Tini. Tini operates as a process subreaper for jupyter. This prevents
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# kernel crashes.
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ENV TINI_VERSION v0.6.0
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ADD https://github.com/krallin/tini/releases/download/${TINI_VERSION}/tini /usr/bin/tini
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RUN chmod +x /usr/bin/tini
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ENTRYPOINT ["/usr/bin/tini", "--"]
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EXPOSE 8888
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CMD ["jupyter", "notebook", "--port=8888", "--no-browser", "--ip=0.0.0.0"]
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