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diff --git a/plotters-doc-data/evcxr-jupyter-integration.ipynb b/plotters-doc-data/evcxr-jupyter-integration.ipynb new file mode 100644 index 0000000..c61cd8e --- /dev/null +++ b/plotters-doc-data/evcxr-jupyter-integration.ipynb @@ -0,0 +1,9354 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plotters Tutorial with Jupyter" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is a interactive tutorial for [`Plotters`](https://github.com/38/plotters) drawing library. If you are looking at the static HTML version and want to try the interactive version. Please follow the steps:\n", + "\n", + "#### For Ubuntu/Debian users\n", + "\n", + "```bash\n", + "# Install Jupyter notebook \n", + "sudo apt install libzmq3-dev jupyter-notebook\n", + "cargo install evcxr_jupyter\n", + "evcxr_jupyter --install\n", + "# Get the notebook\n", + "git clone https://github.com/38/plotters-doc-data\n", + "cd plotteres-doc-data\n", + "jupyter notebook\n", + "```\n", + "\n", + "#### For OSX users\n", + "\n", + "```bash\n", + "# Install Jupyter notebook \n", + "brew install zeromq pkg-config\n", + "cargo install evcxr_jupyter\n", + "evcxr_jupyter --install\n", + "# Get the notebook\n", + "git clone https://github.com/38/plotters-doc-data\n", + "cd plotteres-doc-data\n", + "jupyter notebook\n", + "```\n", + "\n", + "You can also download the latest notebook from [https://raw.githubusercontent.com/38/plotters-doc-data/master/evcxr-jupyter-integration.ipynb](https://raw.githubusercontent.com/38/plotters-doc-data/master/evcxr-jupyter-integration.ipynb), thus you don't have to clone the entire data repo." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Get Started" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In order to use `Plotters` in `jupyter-evcxr`, you need both Jupyter and evcxr installed.\n", + "Check [https://github.com/google/evcxr](https://github.com/google/evcxr) for the instructions.\n", + "\n", + "To use Plotters with `jupyter-evcxr`, you need to import it using the following code:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + ":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Because `evcxr` uses only SVG images, so we don't need other types of backend. So we should put\n", + "\n", + "`default_features = false, features = [\"evcxr\"]`\n", + "\n", + "Make the compilation faster. Since `evcxr` shares all the artifacts among cells, after the first time we have `plotters` compiled, it should be faster after." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotters evcxr integration overview" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To use plotters, the most convenient way is importing everything defined in the `prelude` module.\n", + "It will import `evcxr_figure` function for `evcxr` integration. \n", + "\n", + "*Note: Currently evcxr doesn't work with nightly rust, so please make sure you are using a stable rust*" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"\"><svg viewBox=\"0 0 300 10\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<rect fill=\"#0000FF\" height=\"10\" opacity=\"1\" stroke=\"none\" width=\"300\" x=\"0\" y=\"0\"/>\n", + "</svg></div>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + ":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }\n", + "extern crate plotters;\n", + "// Import all the plotters prelude functions\n", + "use plotters::prelude::*;\n", + "// To create a figure that can be displayed in Jupyter notebook, use evcxr_figure function.\n", + "// The first param is the resolution of the figure.\n", + "// The second param is the closure that performes the drawing.\n", + "evcxr_figure((300, 10), |root| {\n", + " // Do the drawings\n", + " root.fill(&BLUE)?;\n", + " // Tell plotters that everything is ok\n", + " Ok(())\n", + "})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hello World" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"\"><svg viewBox=\"0 0 320 50\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<rect fill=\"#00FF00\" height=\"50\" opacity=\"1\" stroke=\"none\" width=\"320\" x=\"0\" y=\"0\"/>\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"15\" y=\"28\">\n", + "Hello World from Plotters!\n", + "</text>\n", + "</svg></div>" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + ":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }\n", + "extern crate plotters;\n", + "use plotters::prelude::*;\n", + "\n", + "evcxr_figure((320,50), |root| {\n", + " root.fill(&GREEN)?;\n", + " root.draw(&Text::new(\"Hello World from Plotters!\", (15, 15), (\"Arial\", 20).into_font()))?;\n", + " Ok(())\n", + "})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Sub- Drawing Areas" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One of the very important features is, `Plotters` allows drawing multiple charts in a single figure. And this is done by having sub-drawing-areas. The root drawing area is able to be splitted into smaller drawing areas, and you can always do more fine-grained splits as well." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width: 200px\"><svg viewBox=\"0 0 4800 4800\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<rect fill=\"#000000\" height=\"4800\" opacity=\"1\" stroke=\"none\" width=\"4800\" x=\"0\" y=\"0\"/>\n", + "<rect fill=\"#FFFFFF\" height=\"20\" opacity=\"1\" stroke=\"none\" width=\"20\" x=\"21\" y=\"21\"/>\n", + "<rect fill=\"#FFFFFF\" height=\"20\" opacity=\"1\" stroke=\"none\" width=\"19\" x=\"79\" y=\"21\"/>\n", + "<rect fill=\"#FFFFFF\" height=\"20\" opacity=\"1\" stroke=\"none\" width=\"19\" x=\"138\" y=\"21\"/>\n", + "<rect fill=\"#FFFFFF\" height=\"19\" opacity=\"1\" stroke=\"none\" width=\"20\" x=\"21\" y=\"79\"/>\n", + "<rect fill=\"#FFFFFF\" height=\"59\" opacity=\"1\" stroke=\"none\" width=\"59\" x=\"60\" 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[\"evcxr\"] }\n", + "extern crate plotters;\n", + "use plotters::prelude::*;\n", + "use plotters::coord::Shift;\n", + "pub fn sierpinski_carpet(\n", + " depth: u32, \n", + " drawing_area: &DrawingArea<SVGBackend, Shift>) \n", + "-> Result<(), Box<dyn std::error::Error>> {\n", + " if depth > 0 {\n", + " let sub_areas = drawing_area.split_evenly((3,3));\n", + " for (idx, sub_area) in (0..).zip(sub_areas.iter()) {\n", + " if idx == 4 {\n", + " sub_area.fill(&WHITE)?;\n", + " } else {\n", + " sierpinski_carpet(depth - 1, sub_area)?;\n", + " }\n", + " }\n", + " }\n", + " Ok(())\n", + "}\n", + "evcxr_figure((4800,4800), |root| {\n", + " root.fill(&BLACK)?;\n", + " sierpinski_carpet(5, &root)\n", + "}).style(\"width: 200px\") /* You can add CSS style to the result */\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Chart Context" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`Plotters` is designed for drawing charts, plots, etc. This example demonstrate how to use `Plotters` chart specific APIs to draw a chart, including, labels, axis, meshes, etc. To draw a chart on the drawin area, you need to create a chart context and do some configuration." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width:60%\"><svg viewBox=\"0 0 640 240\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"207\" y=\"18\">\n", + "Hello Plotters Chart Context!\n", + "</text>\n", + "<circle cx=\"64\" cy=\"218\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"128\" cy=\"196\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"192\" cy=\"175\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"256\" cy=\"153\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"320\" cy=\"132\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"384\" cy=\"110\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"448\" cy=\"88\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"512\" cy=\"67\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "<circle cx=\"576\" cy=\"45\" fill=\"none\" opacity=\"1\" r=\"5\" stroke=\"#FF0000\"/>\n", + "</svg></div>" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + ":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }\n", + "extern crate plotters;\n", + "use plotters::prelude::*;\n", + "evcxr_figure((640, 240), |root| {\n", + " // The following code will create a chart context\n", + " let mut chart = ChartBuilder::on(&root)\n", + " .caption(\"Hello Plotters Chart Context!\", (\"Arial\", 20).into_font())\n", + " .build_ranged(0f32..1f32, 0f32..1f32)?;\n", + " // Then we can draw a series on it!\n", + " chart.draw_series((1..10).map(|x|{\n", + " let x = x as f32/10.0;\n", + " Circle::new((x,x), 5, &RED)\n", + " }))?;\n", + " Ok(())\n", + "}).style(\"width:60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adding Common Chart Components " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also make `Plotters` draws common components for us, such as, meshes, axis, legend. In this section, we demonstrate how to do that.\n", + "\n", + "The following code shows how we add mesh to the chart." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width: 60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"222\" y=\"18\">\n", + "Chart Context with Mesh\n", + "</text>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"6\" x2=\"6\" y1=\"480\" y2=\"24\"/>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"12\" x2=\"12\" y1=\"480\" y2=\"24\"/>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"19\" x2=\"19\" y1=\"480\" y2=\"24\"/>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"25\" x2=\"25\" y1=\"480\" y2=\"24\"/>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"32\" x2=\"32\" y1=\"480\" y2=\"24\"/>\n", + "<line opacity=\"0.1\" stroke=\"#000000\" x1=\"38\" 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":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }\n", + "extern crate plotters;\n", + "use plotters::prelude::*;\n", + "evcxr_figure((640, 480), |root| {\n", + " // The following code will create a chart context\n", + " let mut chart = ChartBuilder::on(&root)\n", + " .caption(\"Chart Context with Mesh\", (\"Arial\", 20).into_font())\n", + " .build_ranged(0f32..1f32, 0f32..1f32)?;\n", + " chart.configure_mesh().draw()?;\n", + " Ok(())\n", + "}).style(\"width: 60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then we can add axis to the chart." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width: 60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"185\" y=\"18\">\n", + 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stroke=\"#000000\"/>\n", + "</svg></div>" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + ":dep plotters = { git = \"https://github.com/38/plotters\", default_features = false, features = [\"evcxr\"] }\n", + "extern crate plotters;\n", + "use plotters::prelude::*;\n", + "evcxr_figure((640, 480), |root| {\n", + " // The following code will create a chart context\n", + " let mut chart = ChartBuilder::on(&root)\n", + " .caption(\"Chart Context with Mesh and Axis\", (\"Arial\", 20).into_font())\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0f32..1f32, 0f32..1f32)?;\n", + " \n", + " chart.configure_mesh()\n", + " .draw()?;\n", + " \n", + " Ok(())\n", + "}).style(\"width: 60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In addition to that, we can put label text to the axis." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + 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ChartBuilder::on(&root)\n", + " .caption(\"Chart with Axis Label\", (\"Arial\", 20).into_font())\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0f32..1f32, 0f32..1f32)?;\n", + " \n", + " chart.configure_mesh()\n", + " .x_desc(\"Here's the label for X\")\n", + " .y_desc(\"Here's the label for Y\")\n", + " .draw()?;\n", + " \n", + " Ok(())\n", + "}).style(\"width: 60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then let's disable mesh lines for the X axis" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width: 60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"185\" y=\"18\">\n", + "Chart Context with Mesh and Axis\n", + "</text>\n", + "<line opacity=\"0.2\" stroke=\"#000000\" x1=\"40\" 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.y_labels(10)\n", + " .line_style_2(&TRANSPARENT)\n", + " .disable_x_mesh()\n", + " .draw()?;\n", + " \n", + " Ok(())\n", + "}).style(\"width: 60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To create multiple charts in a single figure, you can just split the drawing area and create multiple chart context." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width: 60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"15\" opacity=\"1\" x=\"124\" y=\"15\">\n", + "Subchart #1\n", + "</text>\n", + "<line opacity=\"0.2\" stroke=\"#000000\" x1=\"40\" x2=\"321\" y1=\"183\" y2=\"183\"/>\n", + "<line opacity=\"0.2\" stroke=\"#000000\" x1=\"40\" x2=\"321\" y1=\"165\" y2=\"165\"/>\n", + "<line opacity=\"0.2\" stroke=\"#000000\" x1=\"40\" x2=\"321\" y1=\"147\" y2=\"147\"/>\n", + "<line 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root.split_evenly((2,2));\n", + " \n", + " for (idx, area) in (1..).zip(sub_areas.iter()) {\n", + " // The following code will create a chart context\n", + " let mut chart = ChartBuilder::on(&area)\n", + " .caption(format!(\"Subchart #{}\", idx), (\"Arial\", 15).into_font())\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0f32..1f32, 0f32..1f32)?;\n", + "\n", + " chart.configure_mesh()\n", + " .y_labels(10)\n", + " .line_style_2(&TRANSPARENT)\n", + " .disable_x_mesh()\n", + " .draw()?;\n", + " }\n", + "\n", + " Ok(())\n", + "}).style(\"width: 60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Series" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Unlike most of the plotting libraries, `Plotters` doesn't actually define any types of chart. All the chart is abstracted to a concept of series. By doing so, you can put a histgoram series and a line plot series into the same chart context.\n", + "The series is actually defined as an iterator of elements, just this.\n", + "\n", + "This gives `Plotters` a huge flexibility on drawing charts. You can implement you own types of series and uses the coordinate translation and chart elements. \n", + "\n", + "There are few types of predefined series, just for convenience:\n", + "- Line Series\n", + "- Histogram\n", + "- Point Series" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Scatter Plot" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First of all, let's generate some random numbers." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1000" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + ":dep rand = { version = \"0.6.5\" }\n", + "extern crate rand;\n", + "\n", + "use rand::distributions::Normal;\n", + "use rand::distributions::Distribution;\n", + "use rand::thread_rng;\n", + "let sd = 0.13;\n", + "let random_points:Vec<(f64,f64)> = {\n", + " let mut norm_dist = Normal::new(0.5, sd);\n", + " let (mut x_rand, mut y_rand) = (thread_rng(), thread_rng());\n", + " let x_iter = norm_dist.sample_iter(&mut x_rand);\n", + " let y_iter = norm_dist.sample_iter(&mut y_rand);\n", + " x_iter.zip(y_iter).take(1000).collect()\n", + "};\n", + "random_points.len()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's trivial to draw a scatter plot with `Plotters`. The only need is, provide a iterator of the elements as series.\n", + "The following example shows how to make a 2D normal distribution figure. The red rectangle is the two sigma area and the red cross is the mean." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width:60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"244\" y=\"18\">\n", + "Normal Distribution\n", + "</text>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"40,440 640,440 \" stroke=\"#000000\"/>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"100,440 100,445 \" stroke=\"#000000\"/>\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"12\" opacity=\"1\" x=\"93\" y=\"458\">\n", + "0.1\n", + "</text>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"160,440 160,445 \" stroke=\"#000000\"/>\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"12\" opacity=\"1\" x=\"153\" y=\"458\">\n", + "0.2\n", + "</text>\n", + "<polyline 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Distribution\", (\"Arial\", 20).into_font())\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0f64..1f64, 0f64..1f64)?;\n", + " \n", + " chart.configure_mesh()\n", + " .disable_x_mesh()\n", + " .disable_y_mesh()\n", + " .draw()?;\n", + " \n", + " chart.draw_series(random_points.iter().map(|(x,y)| Circle::new((*x,*y), 3, GREEN.filled())));\n", + " \n", + " // You can alawys freely draw on the drawing backend\n", + " let area = chart.plotting_area();\n", + " let two_sigma = sd * 2.0;\n", + " area.draw(&Rectangle::new(\n", + " [(0.5 - two_sigma, 0.5 - two_sigma), (0.5 + two_sigma, 0.5 + two_sigma)], \n", + " RED.mix(0.3).filled())\n", + " )?;\n", + " area.draw(&Cross::new((0.5, 0.5), 5, &RED))?;\n", + " \n", + " Ok(())\n", + "}).style(\"width:60%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Histogram" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also have histograms. For histograms, we can use the predefined histogram series struct to build the histogram easily. The following code demonstrate how to create both histogram for X and Y value of `random_points`." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div style=\"width:60%\"><svg viewBox=\"0 0 640 480\" xmlns=\"http://www.w3.org/2000/svg\">\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"20\" opacity=\"1\" x=\"259\" y=\"18\">\n", + "Histogram for X\n", + "</text>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"40,201 641,201 \" stroke=\"#000000\"/>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"40,201 40,206 \" stroke=\"#000000\"/>\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"12\" opacity=\"1\" x=\"63\" y=\"219\">\n", + "0.0\n", + "</text>\n", + "<polyline fill=\"none\" opacity=\"1\" points=\"100,201 100,206 \" stroke=\"#000000\"/>\n", + "<text fill=\"#000000\" font-family=\"Arial\" font-size=\"12\" opacity=\"1\" x=\"123\" y=\"219\">\n", + "0.1\n", + 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|root| {\n", + " let areas = root.split_evenly((2,1));\n", + " let mut charts = vec![];\n", + " \n", + " // The following code will create a chart context\n", + " for (area, name) in areas.iter().zip([\"X\", \"Y\"].into_iter()) {\n", + " let mut chart = ChartBuilder::on(&area)\n", + " .caption(format!(\"Histogram for {}\", name), (\"Arial\", 20).into_font())\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0u32..100u32, 0f64..0.5f64)?;\n", + " chart.configure_mesh()\n", + " .disable_x_mesh()\n", + " .disable_y_mesh()\n", + " .y_labels(5)\n", + " .x_label_offset(30)\n", + " .x_label_formatter(&|x| format!(\"{:.1}\", *x as f64 / 100.0))\n", + " .y_label_formatter(&|y| format!(\"{}%\", (*y * 100.0) as u32))\n", + " .draw()?;\n", + " charts.push(chart);\n", + " }\n", + " \n", + " let hist_x = Histogram::vertical(&charts[0])\n", + " .style(RED.filled())\n", + " .margin(0)\n", + " .data(random_points.iter().map(|(x,_)| ((x*100.0) as u32, 0.01)));\n", + " 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root.split_by_breakpoints([560], [80]);\n", + "\n", + " let mut x_hist_ctx = ChartBuilder::on(&areas[0])\n", + " .y_label_area_size(40)\n", + " .build_ranged(0u32..100u32, 0f64..0.5f64)?;\n", + " let mut y_hist_ctx = ChartBuilder::on(&areas[3])\n", + " .x_label_area_size(40)\n", + " .build_ranged(0f64..0.5f64, 0..100u32)?;\n", + " let mut scatter_ctx = ChartBuilder::on(&areas[2])\n", + " .x_label_area_size(40)\n", + " .y_label_area_size(40)\n", + " .build_ranged(0f64..1f64, 0f64..1f64)?;\n", + " scatter_ctx.configure_mesh()\n", + " .disable_x_mesh()\n", + " .disable_y_mesh()\n", + " .draw()?;\n", + " scatter_ctx.draw_series(random_points.iter().map(|(x,y)| Circle::new((*x,*y), 3, GREEN.filled())))?;\n", + " let x_hist = Histogram::vertical(&x_hist_ctx)\n", + " .style(RED.filled())\n", + " .margin(0)\n", + " .data(random_points.iter().map(|(x,_)| ((x*100.0) as u32, 0.01)));\n", + " let y_hist = Histogram::horizental(&y_hist_ctx)\n", + " .style(GREEN.filled())\n", + " .margin(0)\n", + " .data(random_points.iter().map(|(_,y)| ((y*100.0) as u32, 0.01)));\n", + " x_hist_ctx.draw_series(x_hist)?;\n", + " y_hist_ctx.draw_series(y_hist)?;\n", + " \n", + " Ok(())\n", + "}).style(\"width:60%\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Rust", + "language": "rust", + "name": "rust" + }, + "language_info": { + "codemirror_mode": "rust", + "file_extension": ".rs", + "mimetype": "text/rust", + "name": "Rust", + "pygment_lexer": "rust", + "version": "" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} |