Skip to content

Instantly share code, notes, and snippets.

@trueskawka
Last active April 22, 2022 11:52
Show Gist options
  • Star 1 You must be signed in to star a gist
  • Fork 1 You must be signed in to fork a gist
  • Save trueskawka/7ff89ff12e6529e6cca65015956eaf6e to your computer and use it in GitHub Desktop.
Save trueskawka/7ff89ff12e6529e6cca65015956eaf6e to your computer and use it in GitHub Desktop.
Export a Notability note as SVG and PNG.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I use [Notability](https://www.gingerlabs.com/) a lot to take notes while learning and during meetings. It's fast and comfortable, allowing me to jot down my ideas on the fly. One caveat of taking notes in this way is that they're not easily exportable in an editable format, so I can't reuse them in other contexts (e.g. when creating diagrams to explain ideas).\n",
"\n",
"I poked around and found a blog post by [Julia Evans](https://jvns.ca/blog/2018/03/31/reverse-engineering-notability-format/) on reverse engineering the Notability format, which was a great starting point. My use case is a bit different, since I didn't want to put my notes in the format - I wanted to get them out of it. It also seems that Notability has changed formats since then, but the initial ideas turned very helpful."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Getting the data\n",
"\n",
"I grabbed a note on curl and unzipped the file. I tried to use Julia's code directly, but quickly realized the data is in a slightly different format. To decode it, I needed to use `biplist`, for binary plist files."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import biplist\n",
"\n",
"note = './Blog_post/Session.plist'\n",
"\n",
"try:\n",
" plist = biplist.readPlist(note)\n",
"except e:\n",
" print('Not a readable plist: ', e)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I then wanted to see what's in the data and poke around a bit to see what I'm working with. \n",
"\n",
"I needed to retrieve:\n",
"- data points for each point in the drawing\n",
"- some information on connecting the points\n",
"- some information on figuring out where a shape/curve ends\n",
"- colors and for the curves\n",
"\n",
"I listed out the keys and decided `$objects` looks promising. I followed with a highly scientific method of going through the keys of `$objects` one by one to find something useful. An element that looked promising had keys `curvespoints` (sounds like the coordinates of the points) and `curvescolors` (might be the colors) in it, so it looked like I hit the spot."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dict_keys(['$version', '$objects', '$archiver', '$top'])\n"
]
}
],
"source": [
"print(plist.keys())"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dict_keys(['eventTokens', 'curvesnumpoints', 'numfractionalwidths', 'curveswidth', 'curvesfractionalwidths', '$class', 'curvescolors', 'curvespoints', 'numpoints', 'numcurves'])\n"
]
}
],
"source": [
"print(plist['$objects'][8].keys())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Drawing initial data\n",
"\n",
"I grabbed the points and unpacked them with `struct`. To make sure I have the right data, I plotted them."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.PathCollection at 0x11c9247b8>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 4320x1800 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import struct\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# directly using Julia's method with changing the result to int first \n",
"# also had to add some changes to process other formats than float (for colors etc.)\n",
"def unpack_struct(string, fmt, size):\n",
" return struct.unpack('{num}{format}'.format(num=int(len(string)/size), format=fmt), string)\n",
"\n",
"drawings = plist['$objects'][8]\n",
"points = unpack_struct(drawings['curvespoints'], 'f', 4)\n",
"\n",
"# let's see a scatterplot of the points\n",
"xs = points[0::2]\n",
"ys = points[1::2]\n",
"\n",
"plt.figure(figsize=(60,25))\n",
"plt.ylim(max(ys), min(ys))\n",
"plt.scatter(xs, ys)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Yay! This looks like my drawing.\n",
"\n",
"Now I just need to connect the curves, but how do I know when a shape ends? Maybe some value goes to 0? Let's check the x values for the points."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[x for x in xs if x <= 0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hmm, it doesn't seem like it. Let's draw a shape by manually adjusting the range and see where it ends."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(64.0300064086914, 121.70161437988281, 123.13665771484375, 124.48757934570312, 126.95639038085938) (74.58029174804688, 46.82347106933594, 46.80168151855469, 46.90596008300781, 46.85621643066406)\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# after a few manual adjustments, this seems to be the shape\n",
"xs2 = xs[0:5036]\n",
"ys2 = ys[0:5036]\n",
"\n",
"plt.ylim(max(ys2), min(ys2))\n",
"plt.scatter(xs2, ys2)\n",
"\n",
"# let's like at what's next to the end of the shape\n",
"x0 = xs[5035:5040]\n",
"y0 = ys[5035:5040]\n",
"\n",
"print(x0, y0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Okay, let's look at some other keys in `$objects`. The `curvesnumpoints` seems like it can have some information on the number of points in each curve."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(40, 85, 7, 4, 4, 16, 430, 1066, 379, 2713)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"num_points = unpack_struct(drawings['curvesnumpoints'], 'i', 4)\n",
"num_points[0:10]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's draw a curve! It looks like the second curve starts at 40 and ends at 125 (40 + 85)."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x114811b00>]"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"x1 = xs[40:125]\n",
"y1 = ys[40:125]\n",
"\n",
"plt.ylim(max(y1), min(y1))\n",
"plt.plot(x1, y1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Awesome! Looking at the keys in `$objects`, the useful ones seem to be:\n",
"- `curvespoints` - the coordinates for each point\n",
"- `curvesnumpoints` - the lengths for curves (described as the number of points in a curve)\n",
"- `curveswidth` - the widths of curves\n",
"- `curvescolors` - the colors of curves, in rgba\n",
"\n",
"With all that, I should be able to recreate the drawing."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Putting it all together\n",
"\n",
"To recreate the original drawing, for every element in `curvespoints` I need to:\n",
"- take the number of points in `curvesnumpoints`\n",
"- draw a line through them with the color specified in `curvescolors` and a width from `cruveswidth`"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 4320x1800 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(60,25))\n",
"plt.ylim(max(ys), min(ys))\n",
"plt.xlim(min(xs), max(xs))\n",
"\n",
"current_x = 0\n",
"current_y = 0\n",
"\n",
"points = unpack_struct(drawings['curvespoints'], 'f', 4)\n",
"num_points = unpack_struct(drawings['curvesnumpoints'], 'i', 4)\n",
"widths = unpack_struct(drawings['curveswidth'], 'f', 4)\n",
"colors = unpack_struct(drawings['curvescolors'], 'B', 1)\n",
"\n",
"# matplotlib uses fractions, so let's rerange colors\n",
"colors_reranged = [x / 255 for x in colors]\n",
"colors_list = [colors_reranged[i:i+4] for i in range(0, len(colors), 4)]\n",
"\n",
"type(list(num_points))\n",
"for i, curve in enumerate(num_points):\n",
" max_x = current_x + curve\n",
" max_y = current_y + curve\n",
" plt.plot(xs[current_x:max_x], ys[current_y:max_y], color=colors_list[i], linewidth=10*widths[i])\n",
" current_x = max_x\n",
" current_y = max_y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I wrote a short script for retrieving drawings from Notability, you can grab it [from this gist](https://gist.github.com/trueskawka/7ff89ff12e6529e6cca65015956eaf6e). It also has a copy of a Jupyter notebook I wrote this post in."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
import biplist
import struct
import matplotlib.pyplot as plt
import argparse
parser = argparse.ArgumentParser(description='Convert Notability files to SVG and PNG. Unzip the Notability file first.\n After running the script, images will be in the same directory as the .note file.')
parser.add_argument('filepath', type=str, nargs=1, help='a path to the unzipped Notability directory')
parser.add_argument('size', type=int, nargs=2, help='width and height of the resulting SVG and PNG')
args = parser.parse_args()
note_name = args.filepath[0]
note = note_name + '/Session.plist'
try:
plist = biplist.readPlist(note)
except e:
print('Not a readable plist: ', e)
def unpack_struct(string, fmt, size):
return struct.unpack('{num}{format}'.format(num=int(len(string)/size), format=fmt), string)
drawings = plist['$objects'][8]
points = unpack_struct(drawings['curvespoints'], 'f', 4)
xs = points[0::2]
ys = points[1::2]
widths = unpack_struct(drawings['curveswidth'], 'f', 4)
colors = unpack_struct(drawings['curvescolors'], 'B', 1)
colors = [x / 255 for x in colors]
colors_list = [colors[i:i+4] for i in range(0, len(colors), 4)]
num_points = unpack_struct(drawings['curvesnumpoints'], 'i', 4)
x_size, y_size = args.size
plotty = plt.figure(figsize=(x_size, y_size))
plt.ylim(max(ys), min(ys))
plt.xlim(min(xs), max(xs))
plt.axis('off')
current_x = 0
current_y = 0
type(list(num_points))
for i, curve in enumerate(num_points):
max_x = current_x + curve
max_y = current_y + curve
plt.plot(xs[current_x:max_x], ys[current_y:max_y], color=colors_list[i], linewidth=(x_size/5)*widths[i])
current_x = max_x
current_y = max_y
plotty.savefig(note_name + '.png', transparent=True, bbox_inches=0)
plotty.savefig(note_name + '.svg', transparent=True, bbox_inches=0)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment