{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "416766aa", "metadata": {}, "source": [ "# Lakeview logo" ] }, { "cell_type": "code", "execution_count": 1, "id": "983dc8a5-766b-442d-9854-c9e356a2243b", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as mcolors\n", "from matplotlib.patches import Polygon\n", "from matplotlib import font_manager\n", "import lakeview as lv" ] }, { "cell_type": "code", "execution_count": 2, "id": "a9129601", "metadata": {}, "outputs": [], "source": [ "font_files = font_manager.findSystemFonts(fontpaths=\"fonts\")\n", "for font_file in font_files:\n", " font_manager.fontManager.addfont(font_file)" ] }, { "cell_type": "code", "execution_count": 3, "id": "75820c32-af06-4339-bc0f-7f721f8d0518", "metadata": {}, "outputs": [], "source": [ "def gradient_fill(ax, x, y, fill_color=None, **kwargs):\n", " \"\"\"\n", " Plot a line with a linear alpha gradient filled beneath it.\n", " \n", " Adapted from https://stackoverflow.com/a/29331211/5958148\n", "\n", " Parameters\n", " ----------\n", " ax : a matplotlib Axes instance\n", " The axes to plot on.\n", " x, y : array-like\n", " The data values of the line.\n", " fill_color : a matplotlib color specifier (string, tuple) or None\n", " The color for the fill. If None, the color of the line will be used.\n", " \n", " Additional arguments are passed on to matplotlib's ``plot`` function.\n", "\n", " Returns\n", " -------\n", " line : a Line2D instance\n", " The line plotted.\n", " im : an AxesImage instance\n", " The transparent gradient clipped to just the area beneath the curve.\n", " \"\"\"\n", "\n", " line, = ax.plot(x, y, **kwargs)\n", " if fill_color is None:\n", " fill_color = line.get_color()\n", "\n", " zorder = line.get_zorder()\n", " alpha = line.get_alpha()\n", " alpha = 1.0 if alpha is None else alpha\n", "\n", " z = np.empty((100, 1, 4), dtype=float)\n", " rgb = mcolors.colorConverter.to_rgb(fill_color)\n", " z[:,:,:3] = rgb\n", " z[:,:,-1] = np.linspace(0, alpha, 100)[:,None]\n", "\n", " xmin, xmax, ymin, ymax = x.min(), x.max(), y.min(), y.max()\n", " im = ax.imshow(z, aspect='auto', extent=[xmin, xmax, ymin, ymax],\n", " origin='lower', zorder=zorder)\n", "\n", " xy = np.column_stack([x, y])\n", " xy = np.vstack([[xmin, ymin], xy, [xmax, ymin], [xmin, ymin]])\n", " clip_path = Polygon(xy, facecolor='none', edgecolor='none', closed=True)\n", " ax.add_patch(clip_path)\n", " im.set_clip_path(clip_path)\n", "\n", " ax.autoscale(True)\n", " return line, im" ] }, { "cell_type": "code", "execution_count": 4, "id": "77a81d20-9746-43aa-ada6-23deaa8c91e4", "metadata": {}, "outputs": [], "source": [ "CHROMOSOME = \"17\"\n", "ILLUMINA_BAM_PATH = \"../../tests/data/SKBR3_Illumina_550bp_pcrFREE.bam\"\n", "\n", "painter = lv.SequenceAlignment.from_file(\n", " ILLUMINA_BAM_PATH, region=CHROMOSOME\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "3b06d9a8-b0c7-4ef2-9d5b-2f1caeef3195", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Colors\n", "SKY_COLOR = \"w\"\n", "LAKE_COLOR = \"w\"\n", "SEGMENT_COLOR = (92 / 255, 125 / 255, 162 / 255)\n", "PILEUP_FACECOLOR = SEGMENT_COLOR\n", "PILEUP_EDGECOLOR = PILEUP_FACECOLOR\n", "FONT_COLOR = (44 / 255, 59 / 255, 77 / 255)\n", "\n", "xlim = (6.404e7 + 2950, 6.404e7 + 3940)\n", "rng = np.random.default_rng(4)\n", "\n", "fig = plt.figure(figsize=(6, 6))\n", "ax1 = fig.add_axes((0, 0.5, 1, 0.5))\n", "ax4 = ax1.twinx()\n", "\n", "ax1.set_facecolor(SKY_COLOR)\n", "ax2 = fig.add_axes((0, 0, 1, 0.5))\n", "\n", "ax2.set_facecolor(LAKE_COLOR)\n", "ax3 = fig.add_axes((0, 0, 1, 1))\n", "\n", "# Pileup\n", "painter.draw_pileup(\n", " ax1,\n", " window_size=20,\n", " show_mismatches=False,\n", " pileup_kw=dict(\n", " facecolor=PILEUP_FACECOLOR,\n", " edgecolor=PILEUP_EDGECOLOR,\n", " linewidth=2,\n", " alpha=1,\n", " ),\n", ")\n", "\n", "n_segments = len(painter.segments)\n", "segment_alpha = 1 - 0.9 * rng.random(n_segments)\n", "segment_alpha = list(segment_alpha)\n", "segment_colors = [(92 / 255, 125 / 255, 162 / 255, alpha) for alpha in segment_alpha]\n", "\n", "# Alignment\n", "painter.draw_alignment(\n", " ax2,\n", " sort_by=segment_alpha,\n", " filter_by=lambda __: rng.random() < 0.5,\n", " color_by=segment_colors,\n", " show_arrowheads=False,\n", " show_mismatches=False,\n", " show_insertions=False,\n", " show_deletions=False,\n", " show_soft_clippings=False,\n", " show_hard_clippings=False,\n", " height=2.9,\n", " min_spacing=0,\n", ")\n", "\n", "# Circles\n", "circle1 = plt.Circle(\n", " (0.5, 0.5),\n", " radius=0.495,\n", " transform=ax3.transAxes,\n", " ec=FONT_COLOR,\n", " fc=\"none\",\n", " zorder=1,\n", " lw=4,\n", ")\n", "circle2 = plt.Circle(\n", " (0.5, 0.5),\n", " radius=0.65,\n", " transform=ax3.transAxes,\n", " ec=\"w\",\n", " fc=\"none\",\n", " lw=144,\n", " zorder=0,\n", ")\n", "ax3.add_patch(circle1)\n", "ax3.add_patch(circle2)\n", "\n", "h = 0.35\n", "rect1 = plt.Rectangle((0, 0.5 - h), width=1, height=2 * h, ec=\"k\", fc=\"none\")\n", "\n", "ax1.set_xlim(xlim)\n", "ymax = 102\n", "ax1.set_ylim(0, ymax)\n", "\n", "ax2.set_xlim(xlim)\n", "ax2.set_ylim(70, -0.5)\n", "\n", "for ax in (ax1, ax2):\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " for spine in (\"top\", \"right\", \"bottom\", \"left\"):\n", " ax.spines[spine].set_visible(False)\n", "ax3.axis(\"off\")\n", "\n", "# Gradient\n", "x = np.array([xlim[0]-10000, xlim[0]-10000, xlim[1]+10000, xlim[1]+10000])\n", "GRADIENT_HEIGHT = 0.6\n", "y = np.array([1 - GRADIENT_HEIGHT, 1, 1, 1 - GRADIENT_HEIGHT])\n", "gradient_fill(ax4, x, y, fill_color=tuple(x/255 for x in (239, 242, 246)), zorder=2)\n", "\n", "ax4.set_xlim(xlim)\n", "ax4.set_ylim(1, 0)\n", "ax4.axis(\"off\")\n", "\n", "# Text\n", "ax5 = fig.add_axes((0, 0, 1, 1))\n", "ax5.axis(\"off\")\n", "ax5.text(\n", " 1.12,\n", " 0.42,\n", " \"lakeview\",\n", " ha=\"left\",\n", " va=\"center\",\n", " size=310,\n", " fontname=\"Montserrat\",\n", " color=FONT_COLOR,\n", ")\n", "fig.savefig(\"output/logo.svg\", bbox_inches='tight', facecolor='w')" ] }, { "cell_type": "code", "execution_count": null, "id": "490d7496", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.16" }, "vscode": { "interpreter": { "hash": "9ac03a0a6051494cc606d484d27d20fce22fb7b4d169f583271e11d5ba46a56e" } } }, "nbformat": 4, "nbformat_minor": 5 }