{ "cells": [ { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ ".. _example_custom_material:\n", "\n", "Rendering with custom material\n", "================================\n", "\n", "This example demostrates how to extend the framework using user-defined plugins. We extend :cpp:class:`lm::Material` interface to implement an user-defined material. We will implement the extension using C++ as a plugin. The implementation is defined in ``material_visualize_normal.cpp`` (`code `__):\n", "\n", ".. literalinclude:: ../../functest/material_visualize_normal.cpp\n", " :language: cpp\n", " :lines: 6-\n", " \n", "In the first line you want to include ``lm.h``. The header provides everything necessary to use Lightmetrica in C++. :cpp:class:`lm::Material` interface provides several virtual function to be implemented. In this example, we are only interested in :cpp:func:`lm::Material::reflectance` function being used to fetch colors in ``raycast`` renderer.\n", "\n", "To register the implementation to the framework, you want to use :cpp:func:`LM_COMP_REG_IMPL` macro in the global scope. The second argument describes the name of the implementation, which will be used to instantiate the class.\n", "\n", "Once you prepared the code, you can easily build the plugin with ``lm_add_plugin`` in the `CMake script `__. To use the function, you need to include ``LmAddPlugin.cmake``. You want to specify the name of the plugin with ``NAME`` argument. The dynamic library of the specified name will be built. In ``SOURCES`` argugment, you can specify the sources containing component implementations.\n", "\n", ".. literalinclude:: ../../functest/CMakeLists.txt\n", " :language: cmake\n", " :lines: 8-11" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import imageio\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import lmfunctest as ft\n", "import lightmetrica as lm\n", "%load_ext lightmetrica_jupyter" ] }, { "cell_type": "code", "execution_count": 2, "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()\n", "lm.log.init('logger::jupyter')\n", "lm.progress.init('progress::jupyter')\n", "lm.info()" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "A plugin can be loaded by :cpp:func:`lm::comp::loadPlugin` function where you specify the path to the plugin as an argument. You don't want to specify the extension of the dynamic library because it is inferred according to the platform." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.010|179@compon] Loading plugin [name='functest_material_visualize_normal']\n", "[I|0.010|197@compon] Successfully loaded\n" ] }, { "data": { "text/plain": [ "True" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load plugin\n", "lm.comp.loadPlugin(os.path.join(ft.env.bin_path, 'functest_material_visualize_normal'))" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "We can use the loaded extension in the same way as build-in assets using :cpp:func:`lm::asset` function. We feed the material to the obj model to apply the loaded material to the mesh." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.023|48@assets ] Loading asset [name='visualize_normal_mat']\n", "[I|0.024|48@assets ] Loading asset [name='obj1']\n", "[I|0.024|29@objload] Loading OBJ file [path='fireplace_room.obj']\n", "[I|0.024|169@objloa] Loading MTL file [path='fireplace_room.mtl']\n" ] }, { "data": { "text/plain": [ "'$.assets.obj1'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Custom material\n", "lm.asset('visualize_normal_mat', 'material::visualize_normal', {});\n", "\n", "# OBJ model\n", "lm.asset('obj1', 'model::wavefrontobj', {\n", " 'path': os.path.join(ft.env.scene_path, 'fireplace_room/fireplace_room.obj'),\n", " 'base_material': lm.asset('visualize_normal_mat')\n", "})" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.435|48@assets ] Loading asset [name='film1']\n", "[I|0.520|48@assets ] Loading asset [name='camera1']\n" ] } ], "source": [ "# Film for the rendered image\n", "lm.asset('film1', 'film::bitmap', {\n", " 'w': 1920,\n", " 'h': 1080\n", "})\n", "\n", "# Pinhole camera\n", "lm.asset('camera1', '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", "\n", "# Camera\n", "lm.primitive(lm.identity(), {\n", " 'camera': lm.asset('camera1')\n", "})\n", "\n", "# Create primitives from model asset\n", "lm.primitive(lm.identity(), {\n", " 'model': lm.asset('obj1')\n", "})" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "Executing the renderer will produce the following image." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[I|0.531|246@scene ] Building acceleration structure [name='accel::sahbvh']\n", "[I|0.531|131@accel_] Flattening scene\n", "[I|0.567|261@accel_] Building\n", "[I|1.293|151@user ] Starting render [name='renderer::raycast']\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "10e457ccee3f42108515344fb04e6bab", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HBox(children=(IntProgress(value=0, max=2073600), HTML(value='')))" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "lm.build('accel::sahbvh', {})\n", "lm.render('renderer::raycast', {\n", " 'output': lm.asset('film1'),\n", " 'use_constant_color': True\n", "})" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = np.copy(lm.buffer(lm.asset('film1')))\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": { "10e457ccee3f42108515344fb04e6bab": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.4.0", "model_name": "HBoxModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.4.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.4.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_deeb7c851ac041be8fe80bb4f18784ea", "IPY_MODEL_cc575740858c4dd8a34212964f874691" ], "layout": "IPY_MODEL_1c68d642f18f4c098fce5957ddca90ab" } }, "1c68d642f18f4c098fce5957ddca90ab": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.1.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.1.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.1.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "524bc49b68e3404ea6cc6014699eea00": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.1.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.1.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.1.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "6e0db62a2b3942f4a99846be4b630289": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.1.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.1.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.1.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "83dfa57042f24d41adf4dedc37bf8238": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.4.0", "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.4.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.1.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "cc13bd4720af44e6a43ef02bf2ef97ca": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.4.0", "model_name": "DescriptionStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.4.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.1.0", "_view_name": "StyleView", "description_width": "" } }, "cc575740858c4dd8a34212964f874691": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.4.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.4.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.4.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_524bc49b68e3404ea6cc6014699eea00", "placeholder": "​", "style": "IPY_MODEL_cc13bd4720af44e6a43ef02bf2ef97ca", "value": "100% 2073600/2073600 [00:02<00:00, 842899.37it/s]" } }, "deeb7c851ac041be8fe80bb4f18784ea": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.4.0", "model_name": "IntProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.4.0", "_model_name": "IntProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.4.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_6e0db62a2b3942f4a99846be4b630289", "max": 2073600, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_83dfa57042f24d41adf4dedc37bf8238", "value": 2073600 } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 2 }