Knitj is an alternative front-end to Jupyter kernels. Inspired by knitr and R Markdown, Knitj renders a mix of markdown and source code into HTML by evaluating the code in a Jupyter kernel.
In addition to a one-off conversion, Knitj can serve the HTML document via HTTP and watch the source file for changes. When the source file is changed, Knitj reevaluates only the changed bits (defined by boundaries between markdown and source code), and pushes the updates into the HTML document via WebSocket.
Either of the two following files renders into the same HTML document below with
knitj $SOURCE >$SOURCE.html
```python
#::hide
import numpy as np
from matplotlib import pyplot as plt
%matplotlib inline
```
## Example
Let's plot
$$ f(x)=\frac{\sin x}x $$
```python
x = np.linspace(-20, 20, 200)
plt.plot(x, np.sin(x)/x)
```
# ::hide
import numpy as np
from matplotlib import pyplot as plt
# ::%matplotlib inline
# ::>
# ## Example
#
# Let's plot
#
# $$ f(x)=\frac{\sin x}x $$
x = np.linspace(-20, 20, 200)
plt.plot(x, np.sin(x)/x)
Alternatively, one can start the Knitj server, which starts watching the source file for changes and opens a browser window with the rendered and live-updated HTML document
$ knitj --server test.py
[22:19:14.718] INFO:knitj: Entered Knitj
[22:19:14.722] INFO:knitj.document: File change: 3/0 new cells, 0 dropped
[22:19:14.732] INFO:knitj.document: 2 code cells loaded from output
[22:19:14.732] INFO:knitj.kernel: Starting kernel...
[22:19:15.145] INFO:knitj.kernel: Kernel started
[22:19:15.160] INFO:knitj.knitj: Started web server on port 8081
[22:19:15.441] INFO:knitj.knitj: Started broadcasting to browsers
[22:19:15.462] INFO:knitj.source: Started watching file test.md for changes
[22:19:15.881] INFO:knitj.webserver: Browser connected: 4542074160
[22:19:41.477] INFO:knitj.document: File change: 1/3 new cells, 1 dropped
[22:19:41.683] INFO:knitj.document: 72fea2: Got an error
[22:19:41.698] INFO:knitj.document: 72fea2: Cell done
[22:19:41.716] INFO:knitj.document: 72fea2: Got an error execution reply
^C[22:19:46.179] INFO:knitj.webserver: Closing websockets
[22:19:46.180] INFO:knitj.webserver: Browser disconnected: 4542074160
[22:19:46.181] INFO:knitj.kernel: Kernel shut down
[22:19:46.186] INFO:knitj: Leaving Knitj
Install and update using Pip.
pip install -U knitj
The following dependencies are installed:
- Jupyter Client for communicating with the Jupyter kernels
- Watchdog for watching a file for changes
- ansi2html for converting ANSI color codes into HTML
- Misaka for rendering Markdown
- aiohttp for running a http and WebSocket server
- Pygments for syntax highlighting
- Jinja for HTML templates
- Beautiful Soup for parsing HTML
To use Knitj, you also need some Jupyter kernel on your system. If you don’t have one, you can get the IPython kernel with
pip install ipykernel
usage: knitj [-h] [-s] [-f FORMAT] [-o FILE] [-k KERNEL] [-b BROWSER] [-n]
[FILE]
positional arguments:
FILE input file
optional arguments:
-h, --help show this help message and exit
-s, --server run in server mode
-f FORMAT, --format FORMAT
input format
-o FILE, --output FILE
output HTML file
-k KERNEL, --kernel KERNEL
Jupyter kernel to use
-b BROWSER, --browser BROWSER
browser to open
-n, --no-browser do not open a browser