{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Custom renderer in Python\n",
    "\n",
    "This test demostrates how to create an custom renderer using component extension in Python."
   ]
  },
  {
   "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": [
       "659"
      ]
     },
     "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('renderer::ao')\n",
    "class Renderer_AO(lm.Renderer):\n",
    "    \"\"\"Simple ambient occlusion renderer\"\"\"\n",
    "    \n",
    "    def construct(self, prop):\n",
    "        self.film = lm.Film.castFrom(lm.comp.get(prop['output']))\n",
    "        if self.film is None:\n",
    "            return False\n",
    "        self.spp = prop['spp']\n",
    "        return True\n",
    "    \n",
    "    def render(self, scene):\n",
    "        w = self.film.size().w\n",
    "        h = self.film.size().h\n",
    "        rng = lm.Rng(42)\n",
    "        lm.progress.start(w*h)\n",
    "        def process(index, threadid):\n",
    "            x = index % w\n",
    "            y = int(index / w)\n",
    "            rp = np.array([(x+.5)/w, (y+.5)/h])\n",
    "            ray = scene.primaryRay(rp, self.film.aspectRatio())\n",
    "            hit = scene.intersect(ray)\n",
    "            if hit is None:\n",
    "                return\n",
    "            V = 0\n",
    "            for i in range(self.spp):\n",
    "                n, u, v = hit.geom.orthonormalBasis(-ray.d)\n",
    "                d = lm.math.sampleCosineWeighted(rng)\n",
    "                r = lm.Ray(hit.geom.p, np.dot(d, [u,v,n]))\n",
    "                if scene.intersect(r, lm.Eps, .2) is None:\n",
    "                    V += 1\n",
    "            V /= self.spp\n",
    "            self.film.setPixel(x, y, np.full(3, V))\n",
    "            lm.progress.update(y*w+x)\n",
    "        lm.parallel.foreach(w*h, process)\n",
    "        lm.progress.end()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "lm.init('user::default', {})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "lm.parallel.init('parallel::openmp', {\n",
    "    'numThreads': 1\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "lm.log.init('logger::jupyter', {})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "lm.progress.init('progress::jupyter', {})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[I|0.032|114@user  ] Lightmetrica -- Version 3.0.0 (rev. fe30e7c) Linux x64\n"
     ]
    }
   ],
   "source": [
    "lm.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[I|0.050|48@assets ] Loading asset [name='film_output']\n",
      "[I|0.060|48@assets ] Loading asset [name='camera_main']\n",
      "[I|0.061|48@assets ] Loading asset [name='model_obj']\n",
      "[I|0.061|29@objload]   Loading OBJ file [path='fireplace_room.obj']\n",
      "[I|0.061|169@objloa]   Loading MTL file [path='fireplace_room.mtl']\n",
      "[I|0.061|44@texture]   Loading texture [path='wood.ppm']\n",
      "[I|0.165|44@texture]   Loading texture [path='leaf.ppm']\n",
      "[I|0.168|44@texture]   Loading texture [path='picture8.ppm']\n",
      "[I|0.208|44@texture]   Loading texture [path='wood5.ppm']\n"
     ]
    }
   ],
   "source": [
    "# Scene\n",
    "lm.asset('film_output', 'film::bitmap', {\n",
    "    'w': 640,\n",
    "    'h': 360\n",
    "})\n",
    "lmscene.load(ft.env.scene_path, 'fireplace_room')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[I|0.666|246@scene ] Building acceleration structure [name='accel::sahbvh']\n",
      "[I|0.666|131@accel_]   Flattening scene\n",
      "[I|0.695|261@accel_]   Building\n"
     ]
    }
   ],
   "source": [
    "lm.build('accel::sahbvh', {})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[I|1.475|151@user  ] Starting render [name='renderer::ao']\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7f002915143143aaada2366f6be72cf0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=230400), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "46c1ee46b00c43ad82a2feff74791a73",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=230400), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lm.render('renderer::ao', {\n",
    "    'output': lm.asset('film_output'),\n",
    "    'spp': 5\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = np.flip(np.copy(lm.buffer(lm.asset('film_output'))), axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
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