source/kotlin_examples/cookbook/error

{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:37.589575Z", "iopub.status.busy": "2025-12-03T16:02:37.587773Z", "iopub.status.idle": "2025-12-03T16:02:39.605396Z", "shell.execute_reply": "2025-12-03T16:02:39.605128Z" } }, "outputs": [ { "data": { "text/html": [ " <div id=\"aLJyXR\"></div>\n", " <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n", " if(!window.letsPlotCallQueue) {\n", " window.letsPlotCallQueue = [];\n", " }; \n", " window.letsPlotCall = function(f) {\n", " window.letsPlotCallQueue.push(f);\n", " };\n", " (function() {\n", " var script = document.createElement(\"script\");\n", " script.type = \"text/javascript\";\n", " script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.8.1/js-package/distr/lets-plot.min.js\";\n", " script.onload = function() {\n", " window.letsPlotCall = function(f) {f();};\n", " window.letsPlotCallQueue.forEach(function(f) {f();});\n", " window.letsPlotCallQueue = [];\n", " \n", " \n", " };\n", " script.onerror = function(event) {\n", " window.letsPlotCall = function(f) {};\n", " window.letsPlotCallQueue = [];\n", " var div = document.createElement(\"div\");\n", " div.style.color = 'darkred';\n", " div.textContent = 'Error loading Lets-Plot JS';\n", " document.getElementById(\"aLJyXR\").appendChild(div);\n", " };\n", " var e = document.getElementById(\"aLJyXR\");\n", " e.appendChild(script);\n", " })();\n", " </script>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ " <div id=\"kotlin_out_0\"></div>\n", " <script type=\"text/javascript\">\n", " if(!window.kotlinQueues) {\n", " window.kotlinQueues = {};\n", " }\n", " if(!window.kotlinQueues[\"letsPlotJs\"]) {\n", " var resQueue = [];\n", " window.kotlinQueues[\"letsPlotJs\"] = resQueue;\n", " window[\"call_letsPlotJs\"] = function(f) {\n", " resQueue.push(f);\n", " }\n", " }\n", " (function (){\n", " var modifiers = [(function(script) {\n", " script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.8.1/js-package/distr/lets-plot.min.js\"\n", " script.type = \"text/javascript\";\n", "})];\n", " var e = document.getElementById(\"kotlin_out_0\");\n", " modifiers.forEach(function (gen) {\n", " var script = document.createElement(\"script\");\n", " gen(script)\n", " script.addEventListener(\"load\", function() {\n", " window[\"call_letsPlotJs\"] = function(f) {f();};\n", " window.kotlinQueues[\"letsPlotJs\"].forEach(function(f) {f();});\n", " window.kotlinQueues[\"letsPlotJs\"] = [];\n", " }, false);\n", " script.addEventListener(\"error\", function() {\n", " window[\"call_letsPlotJs\"] = function(f) {};\n", " window.kotlinQueues[\"letsPlotJs\"] = [];\n", " var div = document.createElement(\"div\");\n", " div.style.color = 'darkred';\n", " div.textContent = 'Error loading resource letsPlotJs';\n", " document.getElementById(\"kotlin_out_0\").appendChild(div);\n", " }, false);\n", " \n", " e.appendChild(script);\n", " });\n", " })();\n", " </script>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%useLatestDescriptors\n", "%use lets-plot" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:39.607139Z", "iopub.status.busy": "2025-12-03T16:02:39.606788Z", "iopub.status.idle": "2025-12-03T16:02:39.642895Z", "shell.execute_reply": "2025-12-03T16:02:39.643028Z" } }, "outputs": [ { "data": { "text/plain": [ "Lets-Plot Kotlin API v.4.12.0. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.4.8.1.\n", "Outputs: Web (HTML+JS), Kotlin Notebook (Swing), Static SVG (hidden)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "LetsPlot.getInfo()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting means and error ranges.\n", "\n", "There are several ways to show error ranges on a plot. Among them are\n", "- `geomErrorBar()`\n", "- `geomCrossbar()`\n", "- `geomLineRange()`\n", "- `geomPointRange()`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:39.644716Z", "iopub.status.busy": "2025-12-03T16:02:39.644445Z", "iopub.status.idle": "2025-12-03T16:02:39.753183Z", "shell.execute_reply": "2025-12-03T16:02:39.752932Z" } }, "outputs": [], "source": [ "// This example was found at: www.cookbook-r.com/Graphs/Plotting_means_and_error_bars_(ggplot2)\n", "val data = mapOf(\n", " \"supp\" to listOf(\"OJ\", \"OJ\", \"OJ\", \"VC\", \"VC\", \"VC\"),\n", " \"dose\" to listOf(0.5, 1.0, 2.0, 0.5, 1.0, 2.0),\n", " \"length\" to listOf(13.23, 22.70, 26.06, 7.98, 16.77, 26.14),\n", " \"len_min\" to listOf(11.83, 21.2, 24.50, 4.24, 15.26, 23.35),\n", " \"len_max\" to listOf(15.63, 24.9, 27.11, 10.72, 19.28, 28.93)\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:39.754788Z", "iopub.status.busy": "2025-12-03T16:02:39.754580Z", "iopub.status.idle": "2025-12-03T16:02:39.812648Z", "shell.execute_reply": "2025-12-03T16:02:39.812380Z" } }, "outputs": [], "source": [ "val p = letsPlot(data) {x=\"dose\"; color=\"supp\"}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Error-bars with lines and points." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:39.814289Z", "iopub.status.busy": "2025-12-03T16:02:39.814078Z", "iopub.status.idle": "2025-12-03T16:02:40.099310Z", "shell.execute_reply": "2025-12-03T16:02:40.099388Z" } }, "outputs": [ { "data": { "text/html": [ " <div id=\"BdgOBX\"></div>\n", " <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n", " if(!window.letsPlotCallQueue) {\n", " window.letsPlotCallQueue = [];\n", " }; \n", " window.letsPlotCall = function(f) {\n", " window.letsPlotCallQueue.push(f);\n", " };\n", " (function() {\n", " var script = document.createElement(\"script\");\n", " script.type = \"text/javascript\";\n", " script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.8.1/js-package/distr/lets-plot.min.js\";\n", " script.onload = function() {\n", " window.letsPlotCall = function(f) {f();};\n", " window.letsPlotCallQueue.forEach(function(f) {f();});\n", " window.letsPlotCallQueue = [];\n", " \n", " \n", " };\n", " script.onerror = function(event) {\n", " window.letsPlotCall = function(f) {};\n", " window.letsPlotCallQueue = [];\n", " var div = document.createElement(\"div\");\n", " div.style.color = 'darkred';\n", " div.textContent = 'Error loading Lets-Plot JS';\n", " document.getElementById(\"BdgOBX\").appendChild(div);\n", " };\n", " var e = document.getElementById(\"BdgOBX\");\n", " e.appendChild(script);\n", " })();\n", " </script>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { 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<script>document.getElementById(\"fc5b2f3a-20d0-4c35-b3ed-ddf55767b570\").style.display = \"none\";</script>" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "// Finished graph\n", "// - fixed size\n", "// - point shape # 21 is filled circle \n", "// - position legend in bottom right\n", "val p1 = p +\n", " xlab(\"Dose (mg)\") +\n", " ylab(\"Tooth length (mm)\") +\n", " scaleColorManual(listOf(\"orange\", \"dark_green\"), naValue = \"gray\") +\n", " ggsize(700, 400)\n", "p1 + geomErrorBar(color = \"pen\", \n", " width = .1, \n", " position = pd) {ymin = \"len_min\"; ymax = \"len_max\"; group = \"supp\"} +\n", " geomLine(position = pd) {y = \"length\"} +\n", " geomPoint(position = pd, size = 5, shape = 21) {y = \"length\"} +\n", " theme().legendJustification(1,0).legendPosition(1,0) +\n", " ggtitle(\"The Effect of Vitamin C on Tooth Growth in Guinea Pigs\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Error-bars on bar plot." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:40.353887Z", "iopub.status.busy": "2025-12-03T16:02:40.353460Z", "iopub.status.idle": "2025-12-03T16:02:40.419680Z", "shell.execute_reply": "2025-12-03T16:02:40.419755Z" } }, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "dose": [ 0.5, 1.0, 2.0, 0.5, 1.0, 2.0 ], "len_max": [ 15.63, 24.9, 27.11, 10.72, 19.28, 28.93 ], "len_min": [ 11.83, 21.2, 24.5, 4.24, 15.26, 23.35 ], "length": [ 13.23, 22.7, 26.06, 7.98, 16.77, 26.14 ], "supp": [ "OJ", "OJ", "OJ", "VC", "VC", "VC" ] }, "data_meta": { "series_annotations": [ { "column": "supp", "type": "str" }, { "column": "dose", "type": "float" }, { "column": "length", "type": "float" }, { "column": "len_min", "type": "float" }, { "column": "len_max", "type": "float" } ] }, "ggsize": { "height": 400.0, "width": 700.0 }, "guides": { "x": { "title": "Dose (mg)" }, "y": { 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400.0 L700.0 0.0 Z\" pointer-events=\"none\">\n", " </path>\n", " </g>\n", " <g id=\"dVz7c1K\">\n", " </g>\n", "</svg>\n", " <script>document.getElementById(\"438a9d96-6272-4f86-a69b-3334f6bdf57d\").style.display = \"none\";</script>" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p1 + geomLineRange(position=pd) {ymin=\"len_min\"; ymax=\"len_max\"; color=\"supp\"} +\n", " geomLine(position=pd) {y=\"length\"}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Point-range." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2025-12-03T16:02:40.518944Z", "iopub.status.busy": "2025-12-03T16:02:40.518721Z", "iopub.status.idle": "2025-12-03T16:02:40.566007Z", "shell.execute_reply": "2025-12-03T16:02:40.566129Z" } }, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "dose": [ 0.5, 1.0, 2.0, 0.5, 1.0, 2.0 ], "len_max": [ 15.63, 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text-anchor=\"middle\" dy=\"0.7em\">\n", " <tspan>1</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(281.3420058480516 0.0 ) \">\n", " <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n", " </line>\n", " <g transform=\"translate(0.0 6.0 ) \">\n", " <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n", " <tspan>1.2</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(352.6807078063531 0.0 ) \">\n", " <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n", " </line>\n", " <g transform=\"translate(0.0 6.0 ) \">\n", " <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n", " <tspan>1.4</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(424.0194097646545 0.0 ) \">\n", " <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" 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text-anchor=\"end\" dy=\"0.35em\">\n", " <tspan>15</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(0.0 132.48768364078205 ) \">\n", " <g transform=\"translate(-2.0 0.0 ) \">\n", " <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n", " <tspan>20</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(0.0 67.31591737545563 ) \">\n", " <g transform=\"translate(-2.0 0.0 ) \">\n", " <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n", " <tspan>25</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " <g transform=\"translate(0.0 2.1441511101292576 ) \">\n", " <g transform=\"translate(-2.0 0.0 ) \">\n", " <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n", " <tspan>30</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " </g>\n", " </g>\n", " </g>\n", " <g transform=\"translate(15.0 183.0 ) rotate(-90.0 ) \">\n", " <text style=\"font-size:15.0px;\" y=\"0.0\" class=\"axis-title-y\" text-anchor=\"middle\">\n", " <tspan>Tooth length (mm)</tspan>\n", " </text>\n", " </g>\n", " <g transform=\"translate(338.1378922485634 394.0 ) \">\n", " <text style=\"font-size:15.0px;\" y=\"0.0\" class=\"axis-title-x\" text-anchor=\"middle\">\n", " <tspan>Dose (mg)</tspan>\n", " </text>\n", " </g>\n", " <g transform=\"translate(640.3145735861904 143.75 ) \">\n", " <rect x=\"0.0\" y=\"0.0\" height=\"78.5\" width=\"56.685426413809644\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n", " </rect>\n", " <g transform=\"translate(5.0 5.0 ) \">\n", " <g transform=\"translate(0.0 12.0 ) \">\n", " <text style=\"font-size:15.0px;\" y=\"0.0\" class=\"legend-title\">\n", " <tspan>supp</tspan>\n", " </text>\n", " </g>\n", " <g transform=\"translate(0.0 22.5 ) \">\n", " <g transform=\"\">\n", " <g>\n", " <g transform=\"translate(1.0 1.0 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y=\"0.0\" class=\"legend-item\" dy=\"0.35em\">\n", " <tspan>VC</tspan>\n", " </text>\n", " </g>\n", " </g>\n", " </g>\n", " </g>\n", " </g>\n", " <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L700.0 400.0 L700.0 0.0 Z\" pointer-events=\"none\">\n", " </path>\n", " </g>\n", " <g id=\"dtGsCRp\">\n", " </g>\n", "</svg>\n", " <script>document.getElementById(\"fa0d6c29-fa1c-4646-b00b-3e3cec8e7997\").style.display = \"none\";</script>" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "// Size of the mid-point can be adjuasted using `fatten` parameter - multiplication factor relative to the line size.\n", "p1 + geomLine(position = pd) {y = \"length\"} +\n", " geomPointRange(position = pd, \n", " color = \"rgb(230, 230, 230)\", \n", " size = 5, \n", " linewidth = 5, \n", " shape = 23, fatten = 1.0) {\n", " y = \"length\"\n", " ymin = \"len_min\"\n", " ymax = \"len_max\"\n", " fill = \"supp\"\n", " } +\n", " scaleFillManual(listOf(\"orange\", \"dark_green\"), naValue=\"gray\")" ] } ], "metadata": { "kernelspec": { "display_name": "Kotlin", "language": "kotlin", "name": "kotlin" }, "language_info": { "codemirror_mode": "text/x-kotlin", "file_extension": ".kt", "mimetype": "text/x-kotlin", "name": "kotlin", "nbconvert_exporter": "", "pygments_lexer": "kotlin", "version": "2.2.20-Beta2" } }, "nbformat": 4, "nbformat_minor": 4 }

source/kotlin_examples/cookbook/error_bars.ipynb (7,344 lines of code) (raw):