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Custom request handlers
The notebook webserver can be interacted with using a well defined RESTful API. You can define custom RESTful API handlers in addition to the ones provided by the notebook. As described below, to define a custom handler you need to first write a notebook server extension. Then, in the extension, you can register the custom handler.
Writing a notebook server extension
The notebook webserver is written in Python, hence your server
extension should be written in Python too. Server extensions, like
IPython extensions, are Python modules that define a specially named
load function, load_jupyter_server_extension
. This function
is called when the extension is loaded.
def load_jupyter_server_extension(nb_server_app):
"""
Called when the extension is loaded.
Args:
nb_server_app (NotebookWebApplication): handle to the Notebook webserver instance.
"""
pass
To get the notebook server to load your custom extension, you'll need
to add it to the list of extensions to be loaded. You can do this using
the config system. NotebookApp.server_extensions
is a
config variable which is an array of strings, each a Python module to be
imported. Because this variable is notebook config, you can set it two
different ways, using config files or via the command line.
For example, to get your extension to load via the command line add a
double dash before the variable name, and put the Python array in double
quotes. If your package is "mypackage" and module is "mymodule", this
would look like
jupyter notebook --NotebookApp.server_extensions="['mypackage.mymodule']"
. Basically the string should be Python importable.
Alternatively, you can have your extension loaded regardless of the
command line args by setting the variable in the Jupyter config file.
The default location of the Jupyter config file is
~/.jupyter/profile_default/jupyter_notebook_config.py
.
Then, inside the config file, you can use Python to set the variable.
For example, the following config does the same as the previous command
line example [1].
= get_config()
c = [
c.NotebookApp.server_extensions 'mypackage.mymodule'
]
Before continuing, it's a good idea to verify that your extension is being loaded. Use a print statement to print something unique. Launch the notebook server and you should see your statement printed to the console.
Registering custom handlers
Once you've defined a server extension, you can register custom
handlers because you have a handle to the Notebook server app instance
(nb_server_app
above). However, you first need to define
your custom handler. To declare a custom handler, inherit from
notebook.base.handlers.IPythonHandler
. The example below[1]
is a Hello World handler:
from notebook.base.handlers import IPythonHandler
class HelloWorldHandler(IPythonHandler):
def get(self):
self.finish('Hello, world!')
The Jupyter Notebook server use Tornado as its web framework. For more information on how to implement request handlers, refer to the Tornado documentation on the matter.
After defining the handler, you need to register the handler with the Notebook server. See the following example:
= nb_server_app.web_app
web_app = '.*$'
host_pattern = url_path_join(web_app.settings['base_url'], '/hello')
route_pattern web_app.add_handlers(host_pattern, [(route_pattern, HelloWorldHandler)])
Putting this together with the extension code, the example looks like the following:
from notebook.utils import url_path_join
from notebook.base.handlers import IPythonHandler
class HelloWorldHandler(IPythonHandler):
def get(self):
self.finish('Hello, world!')
def load_jupyter_server_extension(nb_server_app):
"""
Called when the extension is loaded.
Args:
nb_server_app (NotebookWebApplication): handle to the Notebook webserver instance.
"""
= nb_server_app.web_app
web_app = '.*$'
host_pattern = url_path_join(web_app.settings['base_url'], '/hello')
route_pattern web_app.add_handlers(host_pattern, [(route_pattern, HelloWorldHandler)])
References: 1. Peter Parente's Mindtrove