{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Document Author: Dr. Vishal Sharma\n", "# Author email: sharma_vishal14@hotmail.com\n", "# License: MIT\n", "# This tutorial is applicable for NAnPack version 1.0.0-alpha4 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Running Tests\n", "\n", "Users are advised to follow the instructions given here to run the required tests on Jupyter Notebook after installing the package.\n", "\n", "Enter these commands on terminal or Jupyter Notebook to run the tests.\n", "\n", "**Note:** \n", "On Windows command line remove \"%run\" from the commands given below. \"%run\" is the magic IPython command used in Jupyter Notebook." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test # 1\n", "\n", "First test is to verify whether the nanpack is installed correctly on your system. This is performed by running \"test_nanpack.py\" file in the `tests` folder of your project root. Enter the command shown in cell 2 (replace with correct project path) of this notebook and verify that the test is completed successfully as shown in the ouput below. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NAnPack package test SUCCESS.\n" ] } ], "source": [ "%run -m nanpack.tests.test_nanpackinstall" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test # 2\n", "\n", "Next test is to verify whether the required third party packages- NumPy and matplotlib are installed correctly on your system. Run script \"test_thirdpartyinstalls.py\" by entering the command shown in cell 3 (replace with correct project path) and verify that the test is completed successfully as shown in the ouput below." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Close plot to continue testing.\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Numpy package test SUCCESS.\n", "Matplotlib package test SUCCESS.\n", "Math package test SUCCESS.\n" ] } ], "source": [ "%run -m nanpack.tests.test_thirdpartyinstalls" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test # 3 \n", "\n", "Lestly, we need to verify that the important components of nanpack are working. Enter the command shown in cell 3 (replace with correct project path) and verify that the test is completed successfully as shown in the ouput below." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Uniform rectangular grid generation in cartesian coordinate system: Completed.\n", "2\n", "Assigning COLD-START initial conditions to the dependent term.\n", "Initialization: Completed.\n", " ITER ERROR\n", " ---- -----\n", " 2 340.19325284\n", " 4 41.00275596\n", " 6 14.14011094\n", " 8 6.69943966\n", " 10 3.00219428\n", " 12 1.33465332\n", " 14 0.60100640\n", " 16 0.27475525\n", " 18 0.12717846\n", " 20 0.05943372\n", " 22 0.02797837\n", " 24 0.01324526\n", "Starting calculations to obtain analytical solution.\n", "Calculating analytical solution: Completed.\n", "Test run execution SUCCESS.\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%run -m nanpack.tests.test_run" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What to do next?\n", "\n", "After these tests are successful, you may proceed to running some example scripts that you may create yourself using the tutorials included in the documentation. \n", "If the tests are not successful, here are some options to look into:\n", "\n", "1. If Test # 1 failed, try re-installing package. Make sure that the Python is included in your environment path variable. Please bring it to the attention of the author by raising an issue on GitHub or by messaging me on Twitter (@_NAnPack) or on LinkedIn NAnPack Community group.\n", "\n", "2. If Test # 2 failed, check which package is not working and re-install the package.\n", "\n", "3. If Test # 1 and Test # 2 passed, then Test # 3 must complete successfully too. If it doesn't please bring the issue to the attention of the author by raising an issue on GitHub or by messaging me on Twitter (@_NAnPack) or on LinkedIn NAnPack Community group." ] } ], "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }