{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Overview\n", "This notebook demonstrates how to use DataShader to display large datasets inside a plotly FigureWidget. Change callbacks are used to recompute the datashader image whenever the axis range or figure size changes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Install Datashader" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`$ conda install datashader -y`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "ename": "ImportError", "evalue": "No module named datashader", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;31m# datashader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mdatashader\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 20\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mdatashader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransfer_functions\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mtf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mdatashader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolors\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0minferno\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mImportError\u001b[0m: No module named datashader" ] } ], "source": [ "# ipyplotly\n", "from plotly.graph_objs import FigureWidget\n", "\n", "# core\n", "import io\n", "import base64 \n", "import time\n", "\n", "# pandas\n", "import pandas as pd\n", "\n", "# numpy\n", "import numpy as np\n", "\n", "# scikit learn\n", "from sklearn import datasets\n", "\n", "# datashader\n", "import datashader as ds\n", "import datashader.transfer_functions as tf\n", "from datashader.colors import inferno" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generate dataset\n", "We will create a large dataset by duplicating the Iris dataset many times with random noise" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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sepal_lengthsepal_widthpetal_lengthpetal_width
count1.050000e+061.050000e+061.050000e+061.050000e+06
mean5.843334e+003.054174e+003.758513e+001.198656e+00
std8.491408e-014.760660e-011.769797e+007.867412e-01
min3.570904e+001.288017e+001.595338e-01-7.130906e-01
25%5.156203e+002.740191e+001.637389e+003.925065e-01
50%5.801178e+003.033385e+004.307065e+001.316142e+00
75%6.443619e+003.346452e+005.142117e+001.827593e+00
max8.665589e+005.200911e+007.662023e+003.353820e+00
\n", "
" ], "text/plain": [ " sepal_length sepal_width petal_length petal_width\n", "count 1.050000e+06 1.050000e+06 1.050000e+06 1.050000e+06\n", "mean 5.843334e+00 3.054174e+00 3.758513e+00 1.198656e+00\n", "std 8.491408e-01 4.760660e-01 1.769797e+00 7.867412e-01\n", "min 3.570904e+00 1.288017e+00 1.595338e-01 -7.130906e-01\n", "25% 5.156203e+00 2.740191e+00 1.637389e+00 3.925065e-01\n", "50% 5.801178e+00 3.033385e+00 4.307065e+00 1.316142e+00\n", "75% 6.443619e+00 3.346452e+00 5.142117e+00 1.827593e+00\n", "max 8.665589e+00 5.200911e+00 7.662023e+00 3.353820e+00" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "num_copies = 7000 # 1,050,000 rows\n", "\n", "iris_data = datasets.load_iris()\n", "feature_names = [name.replace(' (cm)', '').replace(' ', '_') for name in iris_data.feature_names]\n", "iris_df_orig = pd.DataFrame(iris_data.data, columns=feature_names)\n", "target_orig = iris_data.target + 1\n", "\n", "# frame of features\n", "iris_df = pd.concat(\n", " np.random.normal(scale=0.2, size=iris_df_orig.shape) + iris_df_orig for i in range(num_copies)\n", ").reset_index(drop=True)\n", "\n", "# array of targets\n", "target = [t for i in range(num_copies) for t in target_orig]\n", "\n", "# dataframe that includes target as categorical\n", "iris_target_df = pd.concat([iris_df, pd.Series(target, name='target', dtype='category')], axis=1)\n", "\n", "iris_df.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Define DataShader image generation function\n", "Define a function that inputs an x/y ranges and the plot width/height and generates a DataShader image of the dataset. The image will be returned as a PIL image object" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def gen_ds_image(x_range, y_range, plot_width, plot_height):\n", " if x_range is None or y_range is None or plot_width is None or plot_height is None:\n", " return None\n", " \n", " cvs = ds.Canvas(x_range=x_range, y_range=y_range, plot_height=plot_height, plot_width=plot_width)\n", " agg_scatter = cvs.points(iris_target_df, \n", " 'sepal_length', 'sepal_width', \n", " ds.count_cat('target'))\n", " img = tf.shade(agg_scatter)\n", " img = tf.dynspread(img, threshold=0.95, max_px=5, shape='circle')\n", " \n", " return img.to_pil()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Define initial ranges and plot size" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "x_range=[3, 10]\n", "y_range=[0, 6]\n", "plot_height=500\n", "plot_width=700" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Test image generation function and display the PIL image\n", "initial_img = gen_ds_image(x_range, y_range, plot_width, plot_height)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_img" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Create FigureWidget with background image" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c31816a040ee41af8b9071ef55c79000", "version_major": 2, "version_minor": 0 }, "text/html": [ "

Failed to display Jupyter Widget of type FigureWidget.

\n", "

\n", " If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n", " that the widgets JavaScript is still loading. If this message persists, it\n", " likely means that the widgets JavaScript library is either not installed or\n", " not enabled. See the Jupyter\n", " Widgets Documentation for setup instructions.\n", "

\n", "

\n", " If you're reading this message in another frontend (for example, a static\n", " rendering on GitHub or NBViewer),\n", " it may mean that your frontend doesn't currently support widgets.\n", "

\n" ], "text/plain": [ "FigureWidget()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = FigureWidget(data=[{'x': x_range, \n", " 'y': y_range, \n", " 'mode': 'markers',\n", " 'marker': {'opacity': 0}}], # invisible trace to init axes and to support autoresize\n", " layout={'width': plot_width, 'height': plot_height})\n", "f" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Set background image\n", "f.layout.images = [dict(\n", " source = initial_img, # plotly now performs auto conversion of PIL image to png data URI\n", " xref = \"x\",\n", " yref = \"y\",\n", " x = x_range[0],\n", " y = y_range[1],\n", " sizex = x_range[1] - x_range[0],\n", " sizey = y_range[1] - y_range[0],\n", " sizing = \"stretch\",\n", " layer = \"below\")]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Install change callback to update image on zoom/resize" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def update_ds_image(layout, x_range, y_range, plot_width, plot_height):\n", " img = f.layout.images[0]\n", " \n", " # Update with batch_update so all updates happen simultaneously\n", " with f.batch_update():\n", " img.x = x_range[0]\n", " img.y = y_range[1]\n", " img.sizex = x_range[1] - x_range[0]\n", " img.sizey = y_range[1] - y_range[0]\n", " img.source = gen_ds_image(x_range, y_range, plot_width, plot_height)\n", "\n", "# Install callback to run exactly once if one or more of the following properties changes\n", "# - xaxis range\n", "# - yaxis range\n", "# - figure width\n", "# - figure height\n", "f.layout.on_change(update_ds_image, ('xaxis', 'range'), ('yaxis', 'range'), 'width', 'height')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image updates on drag zoom" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c31816a040ee41af8b9071ef55c79000", "version_major": 2, "version_minor": 0 }, "text/html": [ "

Failed to display Jupyter Widget of type FigureWidget.

\n", "

\n", " If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n", " that the widgets JavaScript is still loading. If this message persists, it\n", " likely means that the widgets JavaScript library is either not installed or\n", " not enabled. See the Jupyter\n", " Widgets Documentation for setup instructions.\n", "

\n", "

\n", " If you're reading this message in another frontend (for example, a static\n", " rendering on GitHub or NBViewer),\n", " it may mean that your frontend doesn't currently support widgets.\n", "

\n" ], "text/plain": [ "FigureWidget()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f.layout.dragmode = 'zoom'\n", "f" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image updates on change axis range" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "f.layout.xaxis.range = [3.5, 9]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image updates on change figure dimensions" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c31816a040ee41af8b9071ef55c79000", "version_major": 2, "version_minor": 0 }, "text/html": [ "

Failed to display Jupyter Widget of type FigureWidget.

\n", "

\n", " If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n", " that the widgets JavaScript is still loading. If this message persists, it\n", " likely means that the widgets JavaScript library is either not installed or\n", " not enabled. See the Jupyter\n", " Widgets Documentation for setup instructions.\n", "

\n", "

\n", " If you're reading this message in another frontend (for example, a static\n", " rendering on GitHub or NBViewer),\n", " it may mean that your frontend doesn't currently support widgets.\n", "

\n" ], "text/plain": [ "FigureWidget()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": true }, "outputs": [], "source": [ "with f.batch_update():\n", " f.layout.width = 1000\n", " f.layout.height = 500 " ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" } }, "nbformat": 4, "nbformat_minor": 2 }