{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Custom material in Python\n", "\n", "This test demostrates how to create an custom material using component extension in Python. Due to GIL, the execution of the python function is limited to a single thread. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import os\n", "import imageio\n", "import pandas as pd\n", "import numpy as np\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "import lmfunctest as ft\n", "import lmscene\n", "import lightmetrica as lm" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "603" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "os.getpid()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "%load_ext lightmetrica_jupyter" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "@lm.pylm_component('material::visualize_normal')\n", "class Material_VisualizeNormal(lm.Material):\n", " def construct(self, prop):\n", " return True\n", " def isSpecular(self, geom, comp):\n", " return False\n", " def sample(self, geom, wi):\n", " return None\n", " def reflectance(self, geom, comp):\n", " return np.abs(geom.n)\n", " def pdf(self, geom, comp, wi, wo):\n", " return 0\n", " def eval(self, geom, comp, wi, wo):\n", " return np.zeros(3)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.000|114@user ] Lightmetrica -- Version 3.0.0 (rev. fe30e7c) Linux x64\n" ] } ], "source": [ "lm.init('user::default', {})\n", "lm.parallel.init('parallel::openmp', {\n", " 'numThreads': 1\n", "})\n", "lm.log.init('logger::jupyter')\n", "lm.progress.init('progress::jupyter')\n", "lm.info()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.021|48@assets ] Loading asset [name='mat_vis_normal']\n", "[I|0.021|48@assets ] Loading asset [name='camera_main']\n", "[I|0.021|48@assets ] Loading asset [name='model_obj']\n", "[I|0.021|29@objload] Loading OBJ file [path='fireplace_room.obj']\n", "[I|0.021|169@objloa] Loading MTL file [path='fireplace_room.mtl']\n" ] } ], "source": [ "# Original material\n", "lm.asset('mat_vis_normal', 'material::visualize_normal', {})\n", "\n", "# Scene\n", "lm.asset('camera_main', 'camera::pinhole', {\n", " 'position': [5.101118, 1.083746, -2.756308],\n", " 'center': [4.167568, 1.078925, -2.397892],\n", " 'up': [0,1,0],\n", " 'vfov': 43.001194\n", "})\n", "lm.asset('model_obj', 'model::wavefrontobj', {\n", " 'path': os.path.join(ft.env.scene_path, 'fireplace_room/fireplace_room.obj'),\n", " 'base_material': lm.asset('mat_vis_normal')\n", "})\n", "lm.primitive(lm.identity(), {\n", " 'camera': lm.asset('camera_main')\n", "})\n", "lm.primitive(lm.identity(), {\n", " 'model': lm.asset('model_obj')\n", "})" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.430|246@scene ] Building acceleration structure [name='accel::sahbvh']\n", "[I|0.430|131@accel_] Flattening scene\n", "[I|0.462|261@accel_] Building\n" ] } ], "source": [ "lm.build('accel::sahbvh', {})" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|1.232|48@assets ] Loading asset [name='film_output']\n", "[I|1.242|151@user ] Starting render [name='renderer::raycast']\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0b260006f2a04f02aba2a4473641ab04", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HBox(children=(IntProgress(value=0, max=230400), HTML(value='')))" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Render\n", "lm.asset('film_output', 'film::bitmap', {\n", " 'w': 640,\n", " 'h': 360\n", "})\n", "lm.render('renderer::raycast', {\n", " 'output': lm.asset('film_output')\n", "})\n", "img = np.copy(lm.buffer(lm.asset('film_output')))\n", "\n", "# Visualize\n", "f = plt.figure(figsize=(15,15))\n", "ax = f.add_subplot(111)\n", "ax.imshow(np.clip(np.power(img,1/2.2),0,1), origin='lower')\n", "plt.show()" ] } ], "metadata": { "jupytext": { "formats": "ipynb,py:light" }, "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": "3.7.3" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "0b260006f2a04f02aba2a4473641ab04": { 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