{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# SSCWeb first steps" ] }, { "cell_type": "markdown", "source": [ "## Only for Google Colab users:" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": null, "outputs": [], "source": [ "%pip install --upgrade ipympl speasy" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": null, "outputs": [], "source": [ "try:\n", " from google.colab import output\n", "\n", " output.enable_custom_widget_manager()\n", "except:\n", " print(\"Not running inside Google Collab\")" ], "metadata": { "collapsed": false } }, { "cell_type": "markdown", "source": [ "## For all users:" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import speasy as spz\n", "ssc_tree = spz.inventories.tree.ssc\n", "%matplotlib widget\n", "# Use this instead if you are not using jupyterlab yet\n", "#%matplotlib notebook\n", "import matplotlib.pyplot as plt\n", "from datetime import datetime\n", "from astropy import units\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ae45b29d219e4918b4dd9f49bd5d11f1", "version_major": 2, "version_minor": 0 }, "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", " \n", "
\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "moon_orbit = spz.get_data(ssc_tree.Trajectories.moon,\n", " datetime(2019,6,2), datetime(2019,8,24), coordinate_system='gse')\n", "moon_orbit.plot()\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8c02ce9d85a74792a192631cb9c536c7", "version_major": 2, "version_minor": 0 }, "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", " \n", "
\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_traj(var, ax, label):\n", " ax.plot(var.values[:,0],var.values[:,1],var.values[:,2], label=label)\n", "\n", "def plot_earth(ax):\n", " u = np.linspace(0, 2 * np.pi, 100)\n", " v = np.linspace(0, np.pi, 100)\n", " x = 6371 * np.outer(np.cos(u), np.sin(v))\n", " y = 6371 * np.outer(np.sin(u), np.sin(v))\n", " z = 6371 * np.outer(np.ones(np.size(u)), np.cos(v))\n", " ax.plot_surface(x, y, z, color='b')\n", "\n", "themisb_orbit = spz.get_data(ssc_tree.Trajectories.themisb,\n", " datetime(2019,6,2), datetime(2019,6,30), coordinate_system='gse')\n", "\n", "mms1_orbit = spz.get_data(ssc_tree.Trajectories.mms1,\n", " datetime(2019,6,2), datetime(2019,6,30), coordinate_system='gse')\n", "\n", "moon_orbit = spz.get_data(ssc_tree.Trajectories.moon,\n", " datetime(2019,6,2), datetime(2019,6,30), coordinate_system='gse')\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(projection='3d')\n", "plot_traj(moon_orbit, ax, 'Moon')\n", "plot_traj(themisb_orbit, ax, 'Themis-B')\n", "plot_traj(mms1_orbit, ax, 'MMS1')\n", "plot_earth(ax)\n", "ax.set_xlim(-50e4,50e4)\n", "ax.set_ylim(-50e4,50e4)\n", "ax.set_zlim(-50e4,50e4)\n", "ax.legend()\n", "plt.tight_layout()\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.7" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "199d476a5bbe41708a3294b8d11a04be": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_8524fba6163c4c3dba886aa3fba716e5", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "4105348fc1524e738a55d67c34740f8c": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "5100d347a441417ba5c3e0225749170b": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "530966a962814e7d8b65aa94e741d840": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "61ac04d38bd94adfb530ce182d8aa312": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_5100d347a441417ba5c3e0225749170b", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "829c5f8a0a864546a23dca3f62435464": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_9f122b3a9e6d4ffe9e86ef82a2d9add7", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } }, "8524fba6163c4c3dba886aa3fba716e5": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "8c02ce9d85a74792a192631cb9c536c7": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "MPLCanvasModel", "state": { "_data_url": "data:image/png;base64,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", "_figure_label": "Figure 2", "_model_module_version": "^0.11", "_size": [ 640, 480 ], "_view_module_version": "^0.11", "layout": "IPY_MODEL_4105348fc1524e738a55d67c34740f8c", "toolbar": "IPY_MODEL_f17786de52174c78b2f6d51cd2f99e10", "toolbar_position": "left" } }, "9f122b3a9e6d4ffe9e86ef82a2d9add7": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "ae45b29d219e4918b4dd9f49bd5d11f1": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "MPLCanvasModel", "state": { "_data_url": "data:image/png;base64,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", "_figure_label": "Figure 1", "_model_module_version": "^0.11", "_size": [ 640, 480 ], "_view_module_version": "^0.11", "layout": "IPY_MODEL_530966a962814e7d8b65aa94e741d840", "toolbar": "IPY_MODEL_61ac04d38bd94adfb530ce182d8aa312", "toolbar_position": "left" } }, "e61de17942844aaebc176cdc4eea97ec": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "f17786de52174c78b2f6d51cd2f99e10": { "model_module": "jupyter-matplotlib", "model_module_version": "^0.11", "model_name": "ToolbarModel", "state": { "_model_module_version": "^0.11", "_view_module_version": "^0.11", "collapsed": true, "layout": "IPY_MODEL_e61de17942844aaebc176cdc4eea97ec", "orientation": "vertical", "toolitems": [ [ "Home", "Reset original view", "home", "home" ], [ "Back", "Back to previous view", "arrow-left", "back" ], [ "Forward", "Forward to next view", "arrow-right", "forward" ], [ "Pan", "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", "arrows", "pan" ], [ "Zoom", "Zoom to rectangle\nx/y fixes axis", "square-o", "zoom" ], [ "Download", "Download plot", "floppy-o", "save_figure" ] ] } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }