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)

@@ Line 1: / Line 1: @@
-== Installation ==
+= Magic Functions =
-* apt install python3-pip
+==  Timing ==
-* pip3 install --upgrade pip
+* %timeit (time line)
-* pip3 install jupyter
+* %%timeit (time block in lines below, same line = not timed setup)
-== Config ==
+== importing other jupyter notebook ==
+* run.ipynb:
+<blockquote>
+<pre>
+% run 'lib_testprog.ipynb'
+testfunct()
+</pre>
+</blockquote>
+* lib_testprog.ipynb:
+<blockquote>
+<pre>
+def testfunct()
+    return 1
+if __name__ == '__main__' and '__file__' not in globals():
+    print(testfunct())
+</pre>
+</blockquote>
+== sharing variables between notebooks ==
+* test1.ipynb:
+<blockquote>
+<pre>
+variable = 'testdata'
+%store variable
+</pre>
+</blockquote>
-* autostart from rc.local
+* test2.ipynb:
 <blockquote>
 <pre>
-/usr/local/bin/jupyter-notebook --config=/home/pi/.jupyter/jupyter_notebook_config.py --allow-root
+%store -r variable
+print(variable)
 </pre>
 </blockquote>
+* hints:
+** use "global" in functions
-* insecure access without token/password (/home/pi/.jupyter/jupyter_notebook_config.py)
+= Autorun notebooks on startup =
+== simple, but no start/stop control later ==
+* /home/user/.ipython/profile_default/startup/startup.ipy
 <blockquote>
 <pre>
-c.NotebookApp.ip = '*'
+#!/usr/bin/ipython
-c.NotebookApp.notebook_dir = '/srv/Python'
-c.NotebookApp.open_browser = False
+%run /srv/python/script_a.ipynb
-c.NotebookApp.password = ''
-c.NotebookApp.token = ''
 </pre>
 </blockquote>
+== complex, with full control ==
+* /home/user/.ipython/profile_default/startup/startup.ipy
+<blockquote>
+<pre>
+#!/usr/bin/ipython
+%run /srv/python/startup.ipynb
+</pre>
+</blockquote>
+* /srv/python/startup.ipynb
+<blockquote>
+<pre>
+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)
+</pre>
+</blockquote>
+= Links =
+* https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/
+* 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/