Python/Jupyter: Difference between revisions

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= Autorun notebooks on startup =
= Autorun notebooks on startup =
== simple, but no start/stop control later ==
* /home/user/.ipython/profile_default/startup/startup.ipy
* /home/user/.ipython/profile_default/startup/startup.ipy
<blockquote>
<pre>
<pre>
#!/usr/bin/ipython
#!/usr/bin/ipython
Line 51: Line 53:
%run /srv/python/script_a.ipynb
%run /srv/python/script_a.ipynb
</pre>
</pre>
</blockquote>


= Initial Setup =
== complex, with full control ==
== Installation ==
* /home/user/.ipython/profile_default/startup/startup.ipy
<pre class='bash'>
apt install python3-pip python3-setuptools
pip3 install --upgrade pip
pip3 install jupyter
</pre>
 
== Config ==
* full width:
**~/.jupyter/custom/custom.css
<blockquote>
<blockquote>
<pre>
<pre>
.container { width:100% !important; }
#!/usr/bin/ipython
 
%run /srv/python/startup.ipynb
</pre>
</pre>
</blockquote>
</blockquote>
 
* /srv/python/startup.ipynb
* autostart from rc.local
<blockquote>
<blockquote>
<pre class="bash">
<pre>
sudo -u pi /usr/local/bin/jupyter-notebook --config=/home/pi/.jupyter/jupyter_notebook_config.py
from selenium import webdriver 
</pre>
from selenium.webdriver.common.by import By
</blockquote>


* create config file
urls = ["http://192.168.111.11:8888/notebooks/projects/test.ipynb"]
<blockquote>
<pre class="bash">
jupyter notebook --generate-config
</pre>
</blockquote>


def start_notebook(url):
    browser = webdriver.PhantomJS(service_args=['--ssl-protocol=any']) 
    browser.set_window_size(1280, 1400)
    browser.implicitly_wait(10) 
    browser.get(url)
   
    browser.find_element(By.LINK_TEXT, 'Cell').click()
    browser.find_element(By.LINK_TEXT, 'Run All').click()
    browser.quit()


* insecure access without token/password (/home/pi/.jupyter/jupyter_notebook_config.py)
for url in urls:
<blockquote>
    print ("starting: " + url)
<pre>
    start_notebook(url)
c.NotebookApp.ip = '*'
c.NotebookApp.notebook_dir = '/srv/Python'
c.NotebookApp.open_browser = False
c.NotebookApp.password = ''
c.NotebookApp.token = ''
</pre>
</pre>
</blockquote>
</blockquote>


== nbextensions ==
<pre class='bash'>
pip3 install jupyter_contrib_nbextensions
jupyter contrib nbextension install --user
</pre>
* codefolding
* Codefolding in editor
* Collapsible Headings
* Table of contents
* Variable inspector
* Toggle all line numbers


= Links =
= Links =
* https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/
* https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/
* https://github.com/jupyter/jupyter/wiki/a-gallery-of-interesting-jupyter-notebooks
* https://github.com/jupyter/jupyter/wiki/a-gallery-of-interesting-jupyter-notebooks
* https://stackoverflow.com/questions/26126853/verifying-pep8-in-ipython-notebook-code
* https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/

Latest revision as of 11:13, 24 March 2021

Magic Functions

Timing

  • %timeit (time line)
  • %%timeit (time block in lines below, same line = not timed setup)

importing other jupyter notebook

  • run.ipynb:
% run 'lib_testprog.ipynb'
testfunct()
  • lib_testprog.ipynb:
def testfunct()
    return 1

if __name__ == '__main__' and '__file__' not in globals():
    print(testfunct())

sharing variables between notebooks

  • test1.ipynb:
variable = 'testdata'
%store variable
  • test2.ipynb:
%store -r variable
print(variable)
  • hints:
    • use "global" in functions

Autorun notebooks on startup

simple, but no start/stop control later

  • /home/user/.ipython/profile_default/startup/startup.ipy
#!/usr/bin/ipython

%run /srv/python/script_a.ipynb

complex, with full control

  • /home/user/.ipython/profile_default/startup/startup.ipy
#!/usr/bin/ipython

%run /srv/python/startup.ipynb
  • /srv/python/startup.ipynb
from selenium import webdriver  
from selenium.webdriver.common.by import By

urls = ["http://192.168.111.11:8888/notebooks/projects/test.ipynb"]

def start_notebook(url):
    browser = webdriver.PhantomJS(service_args=['--ssl-protocol=any'])  
    browser.set_window_size(1280, 1400)
    browser.implicitly_wait(10)  
    browser.get(url) 
    
    browser.find_element(By.LINK_TEXT, 'Cell').click()
    browser.find_element(By.LINK_TEXT, 'Run All').click()
    browser.quit()

for url in urls:
    print ("starting: " + url)
    start_notebook(url)


Links