{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "#### New to Plotly?\n", "Plotly's Python library is free and open source! [Get started](https://plotly.com/python/getting-started/) by downloading the client and [reading the primer](https://plotly.com/python/getting-started/).\n", "
You can set up Plotly to work in [online](https://plotly.com/python/getting-started/#initialization-for-online-plotting) or [offline](https://plotly.com/python/getting-started/#initialization-for-offline-plotting) mode, or in [jupyter notebooks](https://plotly.com/python/getting-started/#start-plotting-online).\n", "
We also have a quick-reference [cheatsheet](https://images.plot.ly/plotly-documentation/images/python_cheat_sheet.pdf) (new!) to help you get started!\n", "#### Version Check\n", "Plotly's python package is updated frequently. Run pip install plotly --upgrade to use the latest version." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'2.0.7'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import plotly \n", "plotly.__version__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 3D Surface Subplots" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/plotly/graph_objs/_deprecations.py:477: DeprecationWarning:\n", "\n", "plotly.graph_objs.Scene is deprecated.\n", "Please replace it with one of the following more specific types\n", " - plotly.graph_objs.Scene\n", "\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "This is the format of your plot grid:\n", "[ (1,1) scene1 ] [ (1,2) scene2 ]\n", "[ (2,1) scene3 ] [ (2,2) scene4 ]\n", "\n" ] }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import plotly.plotly as py\n", "import plotly.graph_objs as go\n", "from plotly import tools\n", "\n", "import numpy as np\n", "\n", "x = np.linspace(-5, 80, 10)\n", "y = np.linspace(-5, 60, 10)\n", "xGrid, yGrid = np.meshgrid(y, x)\n", "z = xGrid ** 3 + yGrid ** 3\n", "\n", "scene = dict(\n", " xaxis=dict(\n", " gridcolor='rgb(255, 255, 255)',\n", " zerolinecolor='rgb(255, 255, 255)',\n", " showbackground=True,\n", " backgroundcolor='rgb(230, 230,230)'\n", " ),\n", " yaxis=dict(\n", " gridcolor='rgb(255, 255, 255)',\n", " zerolinecolor='rgb(255, 255, 255)',\n", " showbackground=True,\n", " backgroundcolor='rgb(230, 230,230)'\n", " ),\n", " zaxis=dict(\n", " gridcolor='rgb(255, 255, 255)',\n", " zerolinecolor='rgb(255, 255, 255)',\n", " showbackground=True,\n", " backgroundcolor='rgb(230, 230,230)'\n", " )\n", ")\n", "\n", "fig = tools.make_subplots(rows=2, cols=2,\n", " specs=[[{'is_3d': True}, {'is_3d': True}],\n", " [{'is_3d': True}, {'is_3d': True}]])\n", "\n", "# adding surfaces to subplots.\n", "fig.append_trace(dict(type='surface', x=x, y=y, z=z, colorscale='Viridis',\n", " scene='scene1', showscale=False), 1, 1)\n", "fig.append_trace(dict(type='surface', x=x, y=y, z=z, colorscale='RdBu',\n", " scene='scene2', showscale=False), 1, 2)\n", "fig.append_trace(dict(type='surface', x=x, y=y, z=z, colorscale='YlOrRd',\n", " scene='scene3', showscale=False), 2, 1)\n", "fig.append_trace(dict(type='surface', x=x, y=y, z=z, colorscale='YlGnBu',\n", " scene='scene4', showscale=False), 2, 2)\n", "\n", "fig['layout'].update(title='subplots with different colorscales',\n", " height=800, width=800)\n", "fig['layout']['scene1'].update(scene)\n", "fig['layout']['scene2'].update(scene)\n", "fig['layout']['scene3'].update(scene)\n", "fig['layout']['scene4'].update(scene)\n", "\n", "py.iplot(fig, file_name='multiple_plots')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Reference" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See https://plotly.com/python/subplots/ for more information regarding subplots!" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/IPython/nbconvert.py:13: ShimWarning:\n", "\n", "The `IPython.nbconvert` package has been deprecated since IPython 4.0. You should import from nbconvert instead.\n", "\n", "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/publisher/publisher.py:53: UserWarning:\n", "\n", "Did you \"Save\" this notebook before running this command? Remember to save, always save.\n", "\n" ] } ], "source": [ "from IPython.display import display, HTML\n", "\n", "display(HTML(''))\n", "display(HTML(''))\n", "\n", "#!pip install git+https://github.com/plotly/publisher.git --upgrade\n", " \n", "import publisher\n", "publisher.publish(\n", " '3d-subplots.ipynb', 'python/3d-subplots/', 'Python 3D Subplots | plotly',\n", " '3D Subplots in Plotly',\n", " title= '3D Subplots in Python | plotly',\n", " name = '3D Subplots',\n", " has_thumbnail='true', thumbnail='thumbnail/3d-subplots.jpg', \n", " language='python', \n", " display_as='3d_charts', order=0.104,\n", " ipynb= '~notebook_demo/75')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 1 }