1024 lines
744 KiB
Plaintext
1024 lines
744 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "5919980c-2b7c-4e17-8ce8-a64bc71d6ce1",
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"metadata": {},
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"outputs": [],
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"source": [
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"import json\n",
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"from pathlib import Path\n",
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"\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"from scipy.interpolate import interp1d, CubicSpline, BSpline\n",
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"\n",
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"from coloraide import Color"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "a8c22978-bef8-42ae-a058-501679c5b1fd",
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"metadata": {},
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"outputs": [],
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"source": [
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"def max_chroma_fixed_LH(L, h, space='srgb', eps=1e-6, tol=1e-9):\n",
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" def ok(C):\n",
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" # build the exact OKLCH with fixed L,h; check if it lies in target gamut\n",
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" return Color('oklch', [L, C, h]).convert(space).in_gamut(tolerance=tol)\n",
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"\n",
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" lo, hi = 0.0, 0.1\n",
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" while ok(hi): hi *= 2\n",
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" while hi - lo > eps:\n",
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" m = (lo + hi) / 2\n",
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" lo, hi = (m, hi) if ok(m) else (lo, m)\n",
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"\n",
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" Cmax = lo\n",
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" c_oklch = Color('oklch', [L, Cmax, h])\n",
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" c_srgb = c_oklch.convert('srgb')\n",
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" return Cmax, c_oklch, c_srgb.to_string(hex=True)\n",
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" \n",
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"# weighted bezier; larger `w` to bring the curve to the corner point P1\n",
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"def quad_bezier_rational(P0, P1, P2, w, t):\n",
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" t = np.asarray(t)[:,None]\n",
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" num = (1-t)**2*P0 + 2*w*(1-t)*t*P1 + t**2*P2\n",
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" den = (1-t)**2 + 2*w*(1-t)*t + t**2\n",
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" return num/den\n",
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" \n",
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"def bezier_y_at_x(P0, P1, P2, w, x_query, n=400):\n",
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" t = np.linspace(0, 1, n)\n",
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" B = quad_bezier_rational(P0, P1, P2, w, t)\n",
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" x_vals, y_vals = B[:, 0], B[:, 1]\n",
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" return np.interp(x_query, x_vals, y_vals)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "d7c619e5-71e8-46e0-8c7c-b0de28d999aa",
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"metadata": {},
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"outputs": [],
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"source": [
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"PALETTE_DIR = \"palettes\"\n",
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"\n",
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"# lightness_levels_n1 = list(range(15, 95+1, 1))\n",
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"lightness_levels_n1 = list(range(0, 100+1, 1))\n",
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"lightness_levels_n5 = list(range(15, 95+1, 5))\n",
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"\n",
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"monotone_hue_map = {\n",
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" \"alpine\": 0,\n",
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" \"badlands\": 29,\n",
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" \"chaparral\": 62.5,\n",
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" \"savanna\": 104,\n",
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" \"grassland\": 148,\n",
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" \"tundra\": 262,\n",
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"}\n",
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"accent_hue_map = {\n",
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" \"red\": 29,\n",
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" \"orange\": 62.5,\n",
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" \"yellow\": 104,\n",
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" \"green\": 148,\n",
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" \"blue\": 262,\n",
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"}\n",
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"hue_map = {**monotone_hue_map, **accent_hue_map}\n",
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"\n",
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"# existing chroma settings at 5% lightness increments (v1.1.1)\n",
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"mb_chroma_pts = {\n",
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" \"red\": [0.058, 0.074, 0.092, 0.11, 0.128, 0.147, 0.167, 0.183, 0.193, 0.193, 0.182, 0.164, 0.14, 0.112, 0.081, 0.052, 0.024],\n",
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" \"orange\": [0.030, 0.038, 0.046, 0.058, 0.07, 0.084, 0.1, 0.114, 0.125, 0.134, 0.138, 0.136, 0.128, 0.112, 0.092, 0.064, 0.032],\n",
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" \"yellow\": [0.02, 0.024, 0.03, 0.036, 0.044, 0.05, 0.06, 0.068, 0.076, 0.082, 0.088, 0.088, 0.086, 0.082, 0.072, 0.058, 0.04],\n",
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" \"green\": [0.0401, 0.048, 0.056, 0.064, 0.072, 0.08, 0.09, 0.098, 0.104, 0.108, 0.11, 0.108, 0.102, 0.094, 0.084, 0.072, 0.05],\n",
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" \"blue\": [0.06, 0.072, 0.084, 0.096, 0.106, 0.116, 0.124, 0.13, 0.132, 0.128, 0.122, 0.11, 0.096, 0.08, 0.064, 0.044, 0.023],\n",
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"}"
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]
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},
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{
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"cell_type": "markdown",
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"id": "a3d28771-c144-474b-8fa8-f6859ef8ce05",
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"metadata": {},
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"source": [
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"### Max chroma bounds and interpolated curves (v1.1.1)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "3e5bcb42-c0a6-49b3-8350-67aec5bb391e",
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 600x1200 with 5 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# max chroma bounds\n",
|
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"hue_cmax_map = {}\n",
|
|
"for hue_key, hue_val in hue_map.items():\n",
|
|
" hue_cmax_map[hue_key] = []\n",
|
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" for ll in lightness_levels_n1:\n",
|
|
" max_chroma = max_chroma_fixed_LH(ll/100, hue_val)[0]\n",
|
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" hue_cmax_map[hue_key].append(max_chroma)\n",
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"\n",
|
|
"# interpolated chroma levels\n",
|
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"hue_cinterp_lin_map = {}\n",
|
|
"hue_cinterp_cub_map = {}\n",
|
|
"for hue_key, hue_val in accent_hue_map.items():\n",
|
|
" x1 = np.array(lightness_levels_n1)\n",
|
|
" x5 = np.array(lightness_levels_n5)\n",
|
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" y5 = np.array(mb_chroma_pts[hue_key])\n",
|
|
"\n",
|
|
" y1 = np.interp(x1, x5, y5)\n",
|
|
" hue_cinterp_lin_map[hue_key] = y1\n",
|
|
" \n",
|
|
" f = interp1d(x5, y5, kind='quadratic', fill_value='extrapolate')\n",
|
|
" f = CubicSpline(x5, y5, bc_type='natural')\n",
|
|
" hue_cinterp_cub_map[hue_key] = f(x1)\n",
|
|
"\n",
|
|
" # use just: start, end, and max\n",
|
|
" max_idx = np.argmax(y5)\n",
|
|
" f = CubicSpline(\n",
|
|
" [x5[0], x5[1], x5[max_idx-1], x5[max_idx+1], x5[-2], x5[-1]],\n",
|
|
" [y5[0], y5[1], y5[max_idx-1], y5[max_idx+1], y5[-2], y5[-1]],\n",
|
|
" bc_type='natural'\n",
|
|
" )\n",
|
|
" hue_cinterp_cub_map[hue_key] = f(x1)\n",
|
|
"\n",
|
|
"# stacked plots for accents\n",
|
|
"fig, axes = plt.subplots(len(accent_hue_map), 1, sharex=True, sharey=True, figsize=(6, 12))\n",
|
|
"for ax, hue_label in zip(axes, accent_hue_map):\n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_label])\n",
|
|
" ax.plot(lightness_levels_n5, mb_chroma_pts[hue_label])\n",
|
|
" \n",
|
|
" #ax.plot(lightness_levels_n1, hue_cinterp_lin_map[hue_label])\n",
|
|
" ax.plot(lightness_levels_n1, hue_cinterp_cub_map[hue_label], c='g', alpha=0.3)\n",
|
|
"\n",
|
|
" max_idx = np.argmax(mb_chroma_pts[hue_label])\n",
|
|
" spline_indices = [0, 1, max_idx-1, max_idx+1, -2, -1]\n",
|
|
" \n",
|
|
" ax.scatter(\n",
|
|
" np.array(lightness_levels_n5)[spline_indices],\n",
|
|
" np.array(mb_chroma_pts[hue_label])[spline_indices],\n",
|
|
" c='g'\n",
|
|
" )\n",
|
|
" \n",
|
|
" ax.grid(True, alpha=0.3)\n",
|
|
" ax.text(1.01, 0.5, hue_label, transform=ax.transAxes, va='center')\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Max chroma at different lightness levels w/in sRGB gamut\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "32059ed7-7ade-42e5-b2d3-05801d6093f0",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"monotone_chroma = 0.011 # fixed monotone chroma\n",
|
|
"hl_hex_arr = []\n",
|
|
"hl_oklch_map = {}\n",
|
|
"hl_hex_map = {}\n",
|
|
"\n",
|
|
"for i, (hue_name, hue) in enumerate(hue_map.items()):\n",
|
|
" lo_map, lh_map = {}, {}\n",
|
|
" hl_hex_arr.append(f\"[{hue_name}]\")\n",
|
|
" chroma_n1 = hue_cinterp_cub_map.get(hue_name)\n",
|
|
" for j, lightness in enumerate(lightness_levels_n1):\n",
|
|
" if i == 0:\n",
|
|
" chroma = 0\n",
|
|
" elif i <= 5:\n",
|
|
" chroma = monotone_chroma\n",
|
|
" else:\n",
|
|
" chroma = chroma_n1[j]\n",
|
|
" \n",
|
|
" c_oklch = Color('oklch', [lightness/100, chroma, hue])\n",
|
|
" c_srgb = c_oklch.convert('srgb')\n",
|
|
" \n",
|
|
" oklch_str = c_oklch.to_string(percent=True)\n",
|
|
" hex_str = c_srgb.to_string(hex=True)\n",
|
|
" \n",
|
|
" lo_map[f\"l{lightness}\"] = oklch_str\n",
|
|
" lh_map[f\"l{lightness}\"] = hex_str\n",
|
|
" hl_hex_arr.append(f'l{lightness} = \"{hex_str}\"')\n",
|
|
"\n",
|
|
" hl_oklch_map[hue_name] = lo_map\n",
|
|
" hl_hex_map[hue_name] = lh_map\n",
|
|
" hl_hex_arr.append(\"\")\n",
|
|
"\n",
|
|
"# write files\n",
|
|
"toml_hex = '\\n'.join(hl_hex_arr)\n",
|
|
"with Path(PALETTE_DIR, 'monobiome-v111.toml').open('w') as f:\n",
|
|
" f.write(toml_hex)\n",
|
|
" \n",
|
|
"with Path(PALETTE_DIR, 'monobiome-v111-oklch.json').open('w') as f:\n",
|
|
" json.dump(hl_oklch_map, f)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a0d65c67-997d-4941-8bca-dce36e839b0e",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Attempt to design unified chroma curve for all accents\n",
|
|
"After full exploration: nice to have this option, but unifying the chroma curve for all accents mutes their unique qualities. I think it's better to flesh out curves that fully leverage their chroma depths; can maybe standardize the start and end chromas but that's all. Perhaps there's some curve quality that can be applied broadly, but even that can be a bit rough."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "1832bc77-6e5d-4b70-a268-46405a5deb2d",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Estimate intersection point"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "3c466cbe-236c-41f1-864d-7c2dbc65ef21",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[0.00098114 0.0040535 0.00518646 0. ]\n",
|
|
"[0.00050583 0.00410004 0.00483475 0. ]\n",
|
|
"[0.00029984 0.00229111 0.00628815 0. ]\n",
|
|
"[0.00028915 0.00211182 0.03240891 0. ]\n",
|
|
"[0.00058517 0.00289383 0.01599808 0. ]\n",
|
|
"[0.0004776 0.0046257 0.00466537 0. ]\n",
|
|
"[0.00050583 0.00410004 0.00483475 0. ]\n",
|
|
"[0.00029984 0.00229111 0.00628815 0. ]\n",
|
|
"[0.00028915 0.00211182 0.03240891 0. ]\n",
|
|
"[0.00058517 0.00289383 0.01599808 0. ]\n",
|
|
"[0.0004776 0.0046257 0.00466537 0. ]\n",
|
|
"\n",
|
|
"yellow [0.10558548 0.1076973 0.10980911 0.11192093 0.11403275 0.1161438\n",
|
|
" 0.11825562 0.12036743 0.12247925 0.12459106]\n",
|
|
"blue [0.23125534 0.23588028 0.24050522 0.24513092 0.24975586 0.24896698\n",
|
|
" 0.24254303 0.23615799 0.22981262 0.22350693]\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"indices = [0, 1, -2, -1]\n",
|
|
"for hue in hue_cmax_map:\n",
|
|
" print( np.array(np.array(hue_cmax_map[hue])[indices]) )\n",
|
|
"print()\n",
|
|
"\n",
|
|
"# min values after checking 0, 1, -2, -1; then eyeballing l70 and l45\n",
|
|
"indices = [ 0, 1, 30, 55, -2, -1]\n",
|
|
"values = [0.0315, 0.0337, 0.0900, 0.1250, 0.0285, 0.0236]\n",
|
|
"\n",
|
|
"# take a look at yellow & blue, the two bottom bounding lines\n",
|
|
"print( 'yellow', np.array(hue_cmax_map[\"yellow\"])[50:60] )\n",
|
|
"print( 'blue', np.array(hue_cmax_map[\"blue\"])[50:60] )\n",
|
|
"# so near guess at that max point is (71, 0.15); see the intersection\n",
|
|
"# point below. This is eyeballed to see where Y & B values cross"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "496b8585-12d7-49d4-9bcf-ccb70c88242d",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Verify best \"pushed up\" unified chroma curve"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "b3a67cae-1ea8-4587-a403-670e22a8e0b6",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 800x300 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# get the 3 points to shape the bezier\n",
|
|
"indices = [ 15, 71, 95]\n",
|
|
"values = [0.0315, 0.1500, 0.0236]\n",
|
|
"\n",
|
|
"P0 = np.array([indices[0], values[0]])\n",
|
|
"P1 = np.array([indices[1], values[1]])\n",
|
|
"P2 = np.array([indices[2], values[2]])\n",
|
|
"\n",
|
|
"t = np.linspace(0, 1, len(lightness_levels_n1)+1)[:, None]\n",
|
|
"B = quad_bezier_rational(P0, P1, P2, w=5.0, t=t)\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(figsize=(8, 3))\n",
|
|
"for hue_label in accent_hue_map:\n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_label], c='g', alpha=0.3)\n",
|
|
"\n",
|
|
"# B is 2D, curve is parametrized; first dim are transformed `t` points\n",
|
|
"ax.plot(B[:,:,0], B[:,:,1]) \n",
|
|
"\n",
|
|
"ax.set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Best chroma bezier under all accent chroma roofs\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.9)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a798c10a-e67a-409e-a3ed-4420df6728cb",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Put together unified chroma & generate color strings"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "f3365e1d-bb8d-4b54-8253-4b318d174909",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# calculate curve at exact lightness; counter the bezier reparameterization\n",
|
|
"shared_max_chroma_n1 = bezier_y_at_x(P0, P1, P2, 5.0, lightness_levels_n1)\n",
|
|
"\n",
|
|
"monotone_chroma = 0.011 # fixed monotone chroma\n",
|
|
"hl_hex_arr = []\n",
|
|
"hl_oklch_map = {}\n",
|
|
"hl_hex_map = {}\n",
|
|
"\n",
|
|
"for i, (hue_name, hue) in enumerate(hue_map.items()):\n",
|
|
" lo_map, lh_map = {}, {}\n",
|
|
" hl_hex_arr.append(f\"[{hue_name}]\")\n",
|
|
" for j, lightness in enumerate(lightness_levels_n1):\n",
|
|
" if i == 0:\n",
|
|
" chroma = 0\n",
|
|
" elif i <= 5:\n",
|
|
" chroma = monotone_chroma\n",
|
|
" else:\n",
|
|
" chroma = shared_max_chroma_n1[j]\n",
|
|
" \n",
|
|
" c_oklch = Color('oklch', [lightness/100, chroma, hue])\n",
|
|
" c_srgb = c_oklch.convert('srgb')\n",
|
|
" \n",
|
|
" # oklch_str = c_oklch.to_string(percent=True)\n",
|
|
" l, c, h = c_oklch.convert('oklch').coords()\n",
|
|
" oklch_str = f\"oklch({l*100:.1f}% {c:.4f} {h:.1f})\"\n",
|
|
" \n",
|
|
" hex_str = c_srgb.to_string(hex=True)\n",
|
|
" \n",
|
|
" lo_map[f\"l{lightness}\"] = oklch_str\n",
|
|
" lh_map[f\"l{lightness}\"] = hex_str\n",
|
|
" hl_hex_arr.append(f'l{lightness} = \"{hex_str}\"')\n",
|
|
"\n",
|
|
" hl_oklch_map[hue_name] = lo_map\n",
|
|
" hl_hex_map[hue_name] = lh_map\n",
|
|
" hl_hex_arr.append(\"\")\n",
|
|
"\n",
|
|
"# write files -- UCC = \"unified chroma curve\"\n",
|
|
"toml_hex = '\\n'.join(hl_hex_arr)\n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vUCC.toml').open('w') as f:\n",
|
|
" f.write(toml_hex)\n",
|
|
" \n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vUCC-oklch.json').open('w') as f:\n",
|
|
" json.dump(hl_oklch_map, f)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "ef58a343-2c93-46aa-accc-1590381e8e66",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Tailored chroma curves"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 75,
|
|
"id": "a4d02bc3-44ab-4f62-82cc-4e72cac0a449",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 600x1000 with 5 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# indices = [ 15, 95]\n",
|
|
"# values = [0.0315, 0.0236]\n",
|
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"indices = [0, 100]\n",
|
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"values = [0, 0]\n",
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"\n",
|
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"# not the same chroma value, but sync *when* the max chroma is hit\n",
|
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"# so similar curves but allowed to shift up and down\n",
|
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"unified_cx = 55\n",
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"unified_cy = [0.22, 0.125, 0.1, 0.13, 0.16]\n",
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"\n",
|
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"hue_cinterp_cub_map_unify = {}\n",
|
|
"hue_cinterp_cub_map_unify_B = {}\n",
|
|
"for i, (hue_key, hue_val) in enumerate(accent_hue_map.items()):\n",
|
|
" x1 = np.array(lightness_levels_n1)\n",
|
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" x5 = np.array(lightness_levels_n5)\n",
|
|
" y5 = np.array(mb_chroma_pts[hue_key])\n",
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"\n",
|
|
" max_idx = np.argmax(y5)\n",
|
|
" # 2-point middle\n",
|
|
" # f = CubicSpline(\n",
|
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" # [indices[0], x5[max_idx-1], x5[max_idx+1], indices[-1]],\n",
|
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" # [values[0], y5[max_idx-1], y5[max_idx+1], values[-1]],\n",
|
|
" # bc_type='natural'\n",
|
|
" # )\n",
|
|
" # 1-point middle\n",
|
|
" # f = CubicSpline(\n",
|
|
" # [indices[0], x5[max_idx], indices[-1]],\n",
|
|
" # [values[0], y5[max_idx], values[-1]],\n",
|
|
" # bc_type='natural'\n",
|
|
" # )\n",
|
|
" f = CubicSpline(\n",
|
|
" [indices[0], unified_cx, indices[-1]],\n",
|
|
" [values[0], unified_cy[i], values[-1]],\n",
|
|
" bc_type='natural'\n",
|
|
" )\n",
|
|
" # hue_cinterp_cub_map_unify[hue_key] = f(x1)\n",
|
|
" \n",
|
|
" P0 = np.array([indices[0], values[0]])\n",
|
|
" # P1 = np.array([x5[max_idx], y5[max_idx]])\n",
|
|
" P1 = np.array([unified_cx, unified_cy[i]])\n",
|
|
" P2 = np.array([indices[-1], values[-1]])\n",
|
|
" \n",
|
|
" t = np.linspace(0, 1, 400)[:, None]\n",
|
|
" B = quad_bezier_rational(P0, P1, P2, w=8.0, t=t)\n",
|
|
" hue_cinterp_cub_map_unify[hue_key] = B[:,:,1].flatten()\n",
|
|
" hue_cinterp_cub_map_unify_B[hue_key] = B\n",
|
|
"\n",
|
|
"fig, axes = plt.subplots(len(hue_cmax_map), 1, sharex=True, sharey=True, figsize=(6, 10))\n",
|
|
"for ax, hue_key in zip(axes, accent_hue_map):\n",
|
|
" ax.grid(True, alpha=0.3)\n",
|
|
" ax.text(1.01, 0.5, hue_key, transform=ax.transAxes, va='center')\n",
|
|
" \n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_key])\n",
|
|
" ax.plot(lightness_levels_n1, hue_cinterp_cub_map[hue_key], c='g', alpha=0.5)\n",
|
|
" # ax.plot(lightness_levels_n1, hue_cinterp_cub_map_unify[hue_key], c='b', alpha=0.4)\n",
|
|
" ax.plot(hue_cinterp_cub_map_unify_B[hue_key][:,:,0], hue_cinterp_cub_map_unify_B[hue_key][:,:,1], c='b', alpha=0.4)\n",
|
|
" ax.plot(lightness_levels_n5, mb_chroma_pts[hue_key], c='r', alpha=0.3)\n",
|
|
"\n",
|
|
" max_idx = np.argmax(mb_chroma_pts[hue_key])\n",
|
|
" spline_indices = [0, max_idx-1, max_idx+1, -1]\n",
|
|
" \n",
|
|
" ax.scatter(\n",
|
|
" np.array(lightness_levels_n5)[spline_indices],\n",
|
|
" np.array(mb_chroma_pts[hue_key])[spline_indices],\n",
|
|
" c='g'\n",
|
|
" )\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Max chroma at different lightness levels w/in sRGB gamut\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "daefddbc-2cda-45dd-b2cf-8311732f8ba9",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"indices = [ 15, 95]\n",
|
|
"values = [0.0315, 0.0236]\n",
|
|
"\n",
|
|
"# not the same chroma value, but sync *when* the max chroma is hit\n",
|
|
"# so similar curves but allowed to shift up and down across hue\n",
|
|
"unified_cx = 55\n",
|
|
"unified_cy = [0.21, 0.13, 0.09, 0.13, 0.15] # these were manually adjusted\n",
|
|
"hue_max_chroma_n1_map = {}\n",
|
|
"for i, (hue_key, hue_val) in enumerate(accent_hue_map.items()):\n",
|
|
" P0 = np.array([indices[0], values[0]])\n",
|
|
" # P1 = np.array([x5[max_idx], y5[max_idx]])\n",
|
|
" P1 = np.array([unified_cx, unified_cy[i]])\n",
|
|
" P2 = np.array([indices[-1], values[-1]])\n",
|
|
" \n",
|
|
" t = np.linspace(0, 1, 400)[:, None]\n",
|
|
" hue_max_chroma_n1_map[hue_key] = bezier_y_at_x(P0, P1, P2, 5.0, lightness_levels_n1)\n",
|
|
" \n",
|
|
"monotone_chroma = 0.011 # fixed monotone chroma\n",
|
|
"hl_hex_arr = []\n",
|
|
"hl_oklch_map = {}\n",
|
|
"hl_hex_map = {}\n",
|
|
"\n",
|
|
"for i, (hue_name, hue) in enumerate(hue_map.items()):\n",
|
|
" lo_map, lh_map = {}, {}\n",
|
|
" hl_hex_arr.append(f\"[{hue_name}]\")\n",
|
|
" max_chroma_n1 = hue_max_chroma_n1_map.get(hue_name)\n",
|
|
" for j, lightness in enumerate(lightness_levels_n1):\n",
|
|
" if i == 0:\n",
|
|
" chroma = 0\n",
|
|
" elif i <= 5:\n",
|
|
" chroma = monotone_chroma\n",
|
|
" else:\n",
|
|
" chroma = max_chroma_n1[j]\n",
|
|
" \n",
|
|
" c_oklch = Color('oklch', [lightness/100, chroma, hue])\n",
|
|
" c_srgb = c_oklch.convert('srgb')\n",
|
|
" \n",
|
|
" oklch_str = c_oklch.to_string(percent=True)\n",
|
|
" hex_str = c_srgb.to_string(hex=True)\n",
|
|
" \n",
|
|
" lo_map[f\"l{lightness}\"] = oklch_str\n",
|
|
" lh_map[f\"l{lightness}\"] = hex_str\n",
|
|
" hl_hex_arr.append(f'l{lightness} = \"{hex_str}\"')\n",
|
|
"\n",
|
|
" hl_oklch_map[hue_name] = lo_map\n",
|
|
" hl_hex_map[hue_name] = lh_map\n",
|
|
" hl_hex_arr.append(\"\")\n",
|
|
"\n",
|
|
"# write files -- MCL = \"max chroma lightness\"\n",
|
|
"toml_hex = '\\n'.join(hl_hex_arr)\n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vMCL.toml').open('w') as f:\n",
|
|
" f.write(toml_hex)\n",
|
|
" \n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vMCL-oklch.json').open('w') as f:\n",
|
|
" json.dump(hl_oklch_map, f)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "b7cf22fc-5287-4895-8dab-5b9fe0ffa2c6",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Verify the written colors"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "83456bc7-c8c4-4377-a4ef-1dd5e150bb67",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 400x400 with 5 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axes = plt.subplots(len(hue_cmax_map), 1, sharex=True, sharey=True, figsize=(4, 4))\n",
|
|
"for ax, hue_label in zip(axes, accent_hue_map):\n",
|
|
" chroma_list = [\n",
|
|
" Color(oklch_str)._coords[1]\n",
|
|
" for l_str, oklch_str in hl_oklch_map[hue_label].items()\n",
|
|
" ]\n",
|
|
" \n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_label], c='b')\n",
|
|
" ax.plot(lightness_levels_n1, chroma_list, c='g', alpha=0.7)\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Written chroma levels\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "8721f417-c6c2-43eb-bccc-5eed9bdc0c73",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# preview palette\n",
|
|
"\n",
|
|
"# fig, axes = plt.subplots(len(hue_cmax_map), 1, sharex=True, sharey=True, figsize=(4, 4))\n",
|
|
"# for ax, hue_label in zip(axes, accent_hue_map):\n",
|
|
"# for l_str, oklch_str in hl_oklch_map[hue_label].items():\n",
|
|
"# Color(oklch_str)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a7b17777-d92f-4541-8627-715b32a21c40",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### 3-point quadratic bezier fit to v1.1.1\n",
|
|
"The more \"systematic\" design choices for picking chroma curves seem to stamp on accent identifies, even the fixed lightness point (but allowing variable chroma).\n",
|
|
"\n",
|
|
"Linear or cubic interpolation of the original 5% lightness jumps is acceptable, but I want two things in the new rev:\n",
|
|
"\n",
|
|
"1. Fixed chroma settings at the beginning (15) and end (95) lightness settings for each accent. This at least gives us some unified bounds for filling in the chroma curve, even if the shapes and control points of the curves vary quite a bit to make the color identities fit as intended.\n",
|
|
"2. Follow a parameterized curve rather than being ad hoc, discrete jumps. The previously chosen chroma changes across 5% lightness jumps were something close to linear interpolation between established control points, but they were not reporoducible. That is, it was based on some loose napkin math rather than an established mathematical relatinship that could be written down. Even if I imitate the original curves as closely as possible, I want a parameterized model for the curve to ulimately produce it."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 78,
|
|
"id": "5136854e-e9b1-4845-83d4-b8925bd6b4bf",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 600x1000 with 5 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# archiving these weights and offsets: specific to the 15 and 95 endpoints\n",
|
|
"indices = [ 15, 95]\n",
|
|
"values = [0.0315, 0.0236]\n",
|
|
"\n",
|
|
"accent_weights = {\n",
|
|
" \"red\": 4.0,\n",
|
|
" \"orange\": 3.0,\n",
|
|
" \"yellow\": 0.5,\n",
|
|
" \"green\": 0.5,\n",
|
|
" \"blue\": 0.8,\n",
|
|
"}\n",
|
|
"accent_offsets = {\n",
|
|
" \"red\": -5,\n",
|
|
" \"orange\": -3,\n",
|
|
" \"yellow\": 0,\n",
|
|
" \"green\": 0,\n",
|
|
" \"blue\": -1,\n",
|
|
"}\n",
|
|
"hue_bez_cmax_map = {}\n",
|
|
"for i, (hue_key, hue_val) in enumerate(accent_hue_map.items()):\n",
|
|
" cmax_idx = np.argmax(hue_cmax_map[hue_key])\n",
|
|
" cmax_idx += accent_offsets[hue_key]\n",
|
|
"\n",
|
|
" cmax_lightness = lightness_levels_n1[cmax_idx]\n",
|
|
" cmax_chroma = hue_cmax_map[hue_key][cmax_idx]\n",
|
|
"\n",
|
|
" P0 = np.array([indices[0], values[0]])\n",
|
|
" P1 = np.array([cmax_lightness, cmax_chroma])\n",
|
|
" P2 = np.array([indices[-1], values[-1]])\n",
|
|
" \n",
|
|
" t = np.linspace(0, 1, 400)[:, None]\n",
|
|
" B = quad_bezier_rational(P0, P1, P2, w=accent_weights[hue_key], t=t)\n",
|
|
" \n",
|
|
" hue_bez_cmax_map[hue_key] = B\n",
|
|
"\n",
|
|
"fig, axes = plt.subplots(len(hue_cmax_map), 1, sharex=True, sharey=True, figsize=(6, 10))\n",
|
|
"for ax, hue_key in zip(axes, accent_hue_map):\n",
|
|
" ax.grid(True, alpha=0.3)\n",
|
|
" ax.text(1.01, 0.5, hue_key, transform=ax.transAxes, va='center')\n",
|
|
" \n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_key])\n",
|
|
" ax.plot(hue_bez_cmax_map[hue_key][:,:,0], hue_bez_cmax_map[hue_key][:,:,1], c='b', alpha=0.4)\n",
|
|
" ax.plot(lightness_levels_n5, mb_chroma_pts[hue_key], c='r', alpha=0.3)\n",
|
|
"\n",
|
|
" max_idx = np.argmax(mb_chroma_pts[hue_key])\n",
|
|
" spline_indices = [0, max_idx-1, max_idx+1, -1]\n",
|
|
" \n",
|
|
" ax.scatter(\n",
|
|
" np.array(lightness_levels_n5)[spline_indices],\n",
|
|
" np.array(mb_chroma_pts[hue_key])[spline_indices],\n",
|
|
" s=8, c='g'\n",
|
|
" )\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Max chroma at different lightness levels w/in sRGB gamut\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 138,
|
|
"id": "5eb9adc3-cc6e-4471-ab0c-29a8689e8bd7",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 600x1000 with 5 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"indices = [0, 100]\n",
|
|
"values = [0, 0]\n",
|
|
"\n",
|
|
"accent_weights = {\n",
|
|
" \"red\": 3.5,\n",
|
|
" \"orange\": 4.0,\n",
|
|
" \"yellow\": 0.5,\n",
|
|
" \"green\": 0.75,\n",
|
|
" \"blue\": 1.0,\n",
|
|
"}\n",
|
|
"accent_offsets = {\n",
|
|
" \"red\": -5,\n",
|
|
" \"orange\": -2,\n",
|
|
" \"yellow\": 0,\n",
|
|
" \"green\": 0,\n",
|
|
" \"blue\": 0,\n",
|
|
"}\n",
|
|
"hue_bez_cmax_map = {}\n",
|
|
"for i, (hue_key, hue_val) in enumerate(accent_hue_map.items()):\n",
|
|
" cmax_idx = np.argmax(hue_cmax_map[hue_key])\n",
|
|
" cmax_idx += accent_offsets[hue_key]\n",
|
|
"\n",
|
|
" cmax_lightness = lightness_levels_n1[cmax_idx]\n",
|
|
" cmax_chroma = hue_cmax_map[hue_key][cmax_idx]\n",
|
|
"\n",
|
|
" P0 = np.array([indices[0], values[0]])\n",
|
|
" P1 = np.array([cmax_lightness, cmax_chroma])\n",
|
|
" P2 = np.array([indices[-1], values[-1]])\n",
|
|
" \n",
|
|
" t = np.linspace(0, 1, 400)[:, None]\n",
|
|
" B = quad_bezier_rational(P0, P1, P2, w=accent_weights[hue_key], t=t)\n",
|
|
" \n",
|
|
" hue_bez_cmax_map[hue_key] = B\n",
|
|
"\n",
|
|
"fig, axes = plt.subplots(len(accent_hue_map), 1, sharex=True, sharey=True, figsize=(6, 10))\n",
|
|
"for ax, hue_key in zip(axes, accent_hue_map):\n",
|
|
" ax.grid(True, alpha=0.3)\n",
|
|
" ax.text(1.01, 0.5, hue_key, transform=ax.transAxes, va='center')\n",
|
|
" \n",
|
|
" ax.plot(lightness_levels_n1, hue_cmax_map[hue_key])\n",
|
|
" ax.plot(hue_bez_cmax_map[hue_key][:,:,0], hue_bez_cmax_map[hue_key][:,:,1], c='b', alpha=0.4)\n",
|
|
" ax.plot(lightness_levels_n5, mb_chroma_pts[hue_key], c='r', alpha=0.3)\n",
|
|
"\n",
|
|
" max_idx = np.argmax(mb_chroma_pts[hue_key])\n",
|
|
" spline_indices = [0, max_idx-1, max_idx+1, -1]\n",
|
|
" \n",
|
|
" ax.scatter(\n",
|
|
" np.array(lightness_levels_n5)[spline_indices],\n",
|
|
" np.array(mb_chroma_pts[hue_key])[spline_indices],\n",
|
|
" s=8, c='g'\n",
|
|
" )\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"plt.suptitle(\"Max chroma at different lightness levels w/in sRGB gamut\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 125,
|
|
"id": "ba6adb00-e648-4510-97e4-71882c5564e0",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"'badlands' breached max chroma at L0\n",
|
|
"'badlands' breached max chroma at L1\n",
|
|
"'badlands' breached max chroma at L2\n",
|
|
"'badlands' breached max chroma at L98\n",
|
|
"'badlands' breached max chroma at L99\n",
|
|
"'badlands' breached max chroma at L100\n",
|
|
"'chaparral' breached max chroma at L0\n",
|
|
"'chaparral' breached max chroma at L1\n",
|
|
"'chaparral' breached max chroma at L2\n",
|
|
"'chaparral' breached max chroma at L3\n",
|
|
"'chaparral' breached max chroma at L4\n",
|
|
"'chaparral' breached max chroma at L99\n",
|
|
"'chaparral' breached max chroma at L100\n",
|
|
"'savanna' breached max chroma at L0\n",
|
|
"'savanna' breached max chroma at L1\n",
|
|
"'savanna' breached max chroma at L2\n",
|
|
"'savanna' breached max chroma at L3\n",
|
|
"'savanna' breached max chroma at L4\n",
|
|
"'savanna' breached max chroma at L5\n",
|
|
"'savanna' breached max chroma at L100\n",
|
|
"'grassland' breached max chroma at L0\n",
|
|
"'grassland' breached max chroma at L1\n",
|
|
"'grassland' breached max chroma at L2\n",
|
|
"'grassland' breached max chroma at L3\n",
|
|
"'grassland' breached max chroma at L100\n",
|
|
"'tundra' breached max chroma at L0\n",
|
|
"'tundra' breached max chroma at L1\n",
|
|
"'tundra' breached max chroma at L2\n",
|
|
"'tundra' breached max chroma at L98\n",
|
|
"'tundra' breached max chroma at L99\n",
|
|
"'tundra' breached max chroma at L100\n",
|
|
"'red' breached max chroma at L85\n",
|
|
"'red' breached max chroma at L86\n",
|
|
"'red' breached max chroma at L87\n",
|
|
"'red' breached max chroma at L88\n",
|
|
"'red' breached max chroma at L89\n",
|
|
"'red' breached max chroma at L90\n",
|
|
"'red' breached max chroma at L91\n",
|
|
"'red' breached max chroma at L92\n",
|
|
"'red' breached max chroma at L93\n",
|
|
"'red' breached max chroma at L94\n",
|
|
"'red' breached max chroma at L95\n",
|
|
"'red' breached max chroma at L96\n",
|
|
"'red' breached max chroma at L97\n",
|
|
"'red' breached max chroma at L98\n",
|
|
"'red' breached max chroma at L99\n",
|
|
"'orange' breached max chroma at L96\n",
|
|
"'orange' breached max chroma at L97\n",
|
|
"'orange' breached max chroma at L98\n",
|
|
"'orange' breached max chroma at L99\n",
|
|
"'blue' breached max chroma at L91\n",
|
|
"'blue' breached max chroma at L92\n",
|
|
"'blue' breached max chroma at L93\n",
|
|
"'blue' breached max chroma at L94\n",
|
|
"'blue' breached max chroma at L95\n",
|
|
"'blue' breached max chroma at L96\n",
|
|
"'blue' breached max chroma at L97\n",
|
|
"'blue' breached max chroma at L98\n",
|
|
"'blue' breached max chroma at L99\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"hue_bez_cmax_map = {}\n",
|
|
"for i, (hue_key, hue_val) in enumerate(accent_hue_map.items()):\n",
|
|
" cmax_idx = np.argmax(hue_cmax_map[hue_key])\n",
|
|
" cmax_idx += accent_offsets[hue_key]\n",
|
|
"\n",
|
|
" cmax_lightness = lightness_levels_n1[cmax_idx]\n",
|
|
" cmax_chroma = hue_cmax_map[hue_key][cmax_idx]\n",
|
|
"\n",
|
|
" P0 = np.array([indices[0], values[0]])\n",
|
|
" P1 = np.array([cmax_lightness, cmax_chroma])\n",
|
|
" P2 = np.array([indices[-1], values[-1]])\n",
|
|
" \n",
|
|
" hue_bez_cmax_map[hue_key] = bezier_y_at_x(\n",
|
|
" P0, P1, P2, accent_weights[hue_key], lightness_levels_n1\n",
|
|
" )\n",
|
|
" \n",
|
|
"monotone_chroma = 0.011 # fixed monotone chroma\n",
|
|
"hl_hex_arr = []\n",
|
|
"hl_oklch_map = {}\n",
|
|
"hl_hex_map = {}\n",
|
|
"\n",
|
|
"# filter lightnesses outside bounds\n",
|
|
"# l_points = list(range(10, 98+1)) # full 10-98\n",
|
|
"l_points = list(range(10, 95+1, 5))+[98] # full 10-98\n",
|
|
"\n",
|
|
"for i, (hue_name, hue) in enumerate(hue_map.items()):\n",
|
|
" lo_map, lh_map = {}, {}\n",
|
|
" hl_hex_arr.append(f\"[{hue_name}]\")\n",
|
|
" \n",
|
|
" chroma_n1 = hue_bez_cmax_map.get(hue_name)\n",
|
|
" max_chroma_n1 = hue_cmax_map.get(hue_name)\n",
|
|
" for j, lightness in enumerate(lightness_levels_n1):\n",
|
|
" if i == 0:\n",
|
|
" chroma = 0\n",
|
|
" elif i <= 5:\n",
|
|
" if monotone_chroma <= max_chroma_n1[j]:\n",
|
|
" chroma = monotone_chroma\n",
|
|
" else:\n",
|
|
" print(f\"'{hue_name}' breached max chroma at L{lightness}\")\n",
|
|
" chroma = max_chroma_n1[j]\n",
|
|
" else:\n",
|
|
" if chroma_n1[j] <= max_chroma_n1[j]:\n",
|
|
" chroma = chroma_n1[j]\n",
|
|
" else:\n",
|
|
" print(f\"'{hue_name}' breached max chroma at L{lightness}\")\n",
|
|
" chroma = max_chroma_n1[j]\n",
|
|
"\n",
|
|
" # filter lightness after change to print\n",
|
|
" if lightness < l_bounds[0] or lightness > l_bounds[1]:\n",
|
|
" continue\n",
|
|
" \n",
|
|
" c_oklch = Color('oklch', [lightness/100, chroma, hue])\n",
|
|
" c_srgb = c_oklch.convert('srgb')\n",
|
|
" \n",
|
|
" oklch_str = c_oklch.to_string(percent=True)\n",
|
|
" hex_str = c_srgb.to_string(hex=True)\n",
|
|
" \n",
|
|
" lo_map[f\"l{lightness}\"] = oklch_str\n",
|
|
" lh_map[f\"l{lightness}\"] = hex_str\n",
|
|
" hl_hex_arr.append(f'l{lightness} = \"{hex_str}\"')\n",
|
|
"\n",
|
|
" hl_oklch_map[hue_name] = lo_map\n",
|
|
" hl_hex_map[hue_name] = lh_map\n",
|
|
" hl_hex_arr.append(\"\")\n",
|
|
"\n",
|
|
"# write files -- QBR = \"quadratic bezier rational\"\n",
|
|
"toml_hex = '\\n'.join(hl_hex_arr)\n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vQBR.toml').open('w') as f:\n",
|
|
" f.write(toml_hex)\n",
|
|
" \n",
|
|
"with Path(PALETTE_DIR, 'monobiome-vQBR-oklch.json').open('w') as f:\n",
|
|
" json.dump(hl_oklch_map, f)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 139,
|
|
"id": "0d68c77d-5517-4339-8a54-25584009d3c0",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 400x800 with 6 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axes = plt.subplots(len(monotone_hue_map), 1, sharex=True, sharey=True, figsize=(4, 8))\n",
|
|
"c, c_ax = 0, {}\n",
|
|
"for i, hue_label in enumerate(hue_map):\n",
|
|
" hue_val = hue_map[hue_label]\n",
|
|
" chroma_list = [\n",
|
|
" Color(oklch_str)._coords[1]\n",
|
|
" for l_str, oklch_str in hl_oklch_map[hue_label].items()\n",
|
|
" ]\n",
|
|
"\n",
|
|
" if hue_val not in c_ax:\n",
|
|
" c_ax[hue_val] = axes[i]\n",
|
|
" ax = c_ax[hue_val]\n",
|
|
"\n",
|
|
" ax.title.set_text(f\"Hue: {hue_val}\")\n",
|
|
" xs = np.array(lightness_levels_n1)[l_bounds[0]:l_bounds[1]+1]\n",
|
|
" cs = np.array(hue_cmax_map[hue_label])[l_bounds[0]:l_bounds[1]+1]\n",
|
|
" ax.plot(xs, cs, c='b')\n",
|
|
" ax.plot(xs, chroma_list, alpha=0.7)\n",
|
|
" \n",
|
|
"axes[-1].set_xlabel(\"Lightness\")\n",
|
|
"ax.set_xticks([l_bounds[0], 50, l_bounds[1]])\n",
|
|
"plt.suptitle(\"Written chroma levels\")\n",
|
|
"fig.tight_layout()\n",
|
|
"fig.subplots_adjust(top=0.93)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "22d8189c-5d07-4101-8920-5ff6536331b0",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "monobiome",
|
|
"language": "python",
|
|
"name": "monobiome"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.12.0"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|