{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c890e765-c24b-4be3-9da5-dfdf3af45123",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"NpRt5M\"></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@v4.3.3/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(\"NpRt5M\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"NpRt5M\");\n",
       "           e.appendChild(script);\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Lets-Plot Kotlin API v.4.7.3. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.4.3.3."
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%useLatestDescriptors\n",
    "%use lets-plot\n",
    "\n",
    "LetsPlot.getInfo()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d0bdc3e7-a806-476f-b485-6c46cc19e290",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"zdkT4c\"></div>\n",
       "   <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
       "       (function() {\n",
       "           var plotSpec={\n",
       "\"mapping\":{\n",
       "},\n",
       "\"data\":{\n",
       "\"v\":[3.0,1.0,2.0],\n",
       "\"x\":[0.0,1.0,2.0]\n",
       "},\n",
       "\"kind\":\"plot\",\n",
       "\"scales\":[],\n",
       "\"layers\":[{\n",
       "\"mapping\":{\n",
       "\"x\":\"x\",\n",
       "\"color\":\"v\"\n",
       "},\n",
       "\"stat\":\"identity\",\n",
       "\"position\":\"identity\",\n",
       "\"geom\":\"point\",\n",
       "\"data_meta\":{\n",
       "\"series_annotations\":[{\n",
       "\"column\":\"v\",\n",
       "\"factor_levels\":[1,2,3,3.0,1.0,2.0]\n",
       "}]\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"zdkT4c\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val d = mapOf(\n",
    "    \"x\" to listOf(0, 1, 2),\n",
    "    \"v\" to listOf(3, 1, 2),\n",
    ")\n",
    "\n",
    "ggplot(d) + geomPoint { \n",
    "    x = \"x\"; \n",
    "    color = asDiscrete(\"v\", levels=listOf(1, 2, 3))\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6593d289-29d0-4900-89b4-09201f59fb03",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"cMah02\"></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@v4.3.3/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(\"cMah02\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"cMah02\");\n",
       "           e.appendChild(script);\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "   <div id=\"Pe3jAG\"></div>\n",
       "   <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
       "       (function() {\n",
       "           var plotSpec={\n",
       "\"mapping\":{\n",
       "},\n",
       "\"data\":{\n",
       "\"v\":[3.0,1.0,2.0],\n",
       "\"x\":[0.0,1.0,2.0]\n",
       "},\n",
       "\"kind\":\"plot\",\n",
       "\"scales\":[],\n",
       "\"layers\":[{\n",
       "\"mapping\":{\n",
       "\"x\":\"x\",\n",
       "\"color\":\"v\"\n",
       "},\n",
       "\"stat\":\"identity\",\n",
       "\"position\":\"identity\",\n",
       "\"geom\":\"point\",\n",
       "\"data_meta\":{\n",
       "\"series_annotations\":[{\n",
       "\"column\":\"v\",\n",
       "\"factor_levels\":[3.0,2.0,1.0],\n",
       "\"order\":-1\n",
       "}]\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"Pe3jAG\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%useLatestDescriptors\n",
    "%use lets-plot\n",
    "\n",
    "val d = mapOf(\n",
    "    \"x\" to listOf(0, 1, 2),\n",
    "    \"v\" to listOf(3.0, 1.0, 2.0),\n",
    ")\n",
    "\n",
    "ggplot(d) + geomPoint { \n",
    "    x = \"x\"; \n",
    "    color = asDiscrete(\"v\", levels=listOf(1.0, 2.0, 3.0), order=-1)\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0eff94c9-942d-4f36-9560-5919082ebf89",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"PJJHFt\"></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 = \"http://127.0.0.1:8080/js-package/build/dist/js/developmentExecutable/js-package.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(\"PJJHFt\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"PJJHFt\");\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[\"DataFrame\"]) {\n",
       "                var resQueue = [];\n",
       "                window.kotlinQueues[\"DataFrame\"] = resQueue;\n",
       "                window[\"call_DataFrame\"] = function(f) {\n",
       "                    resQueue.push(f);\n",
       "                }\n",
       "            }\n",
       "            (function (){\n",
       "                var modifiers = [(function(script) {\n",
       "    script.src = \"https://cdn.jsdelivr.net/gh/Kotlin/dataframe@3db46ccccaa1291c0627307d64133317f545e6ae/core/src/main/resources/init.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_DataFrame\"] = function(f) {f();};\n",
       "                        window.kotlinQueues[\"DataFrame\"].forEach(function(f) {f();});\n",
       "                        window.kotlinQueues[\"DataFrame\"] = [];\n",
       "                    }, false);\n",
       "                    script.addEventListener(\"error\", function() {\n",
       "                        window[\"call_DataFrame\"] = function(f) {};\n",
       "                        window.kotlinQueues[\"DataFrame\"] = [];\n",
       "                        var div = document.createElement(\"div\");\n",
       "                        div.style.color = 'darkred';\n",
       "                        div.textContent = 'Error loading resource DataFrame';\n",
       "                        document.getElementById(\"kotlin_out_0\").appendChild(div);\n",
       "                    }, false);\n",
       "                    \n",
       "                    e.appendChild(script);\n",
       "                });\n",
       "            })();\n",
       "            </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "                <style>\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "                </style>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "//%useLatestDescriptors\n",
    "//%use lets-plot\n",
    "%use @/home/ikupriyanov/Projects/lets-plot-kotlin/lets-plot-dev.json\n",
    "\n",
    "%use dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e1354eed-d9b4-4ce9-b5df-77fe97bd09ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Current classpath (156 paths):\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/lib-0.12.0-217.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/api-0.12.0-217.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/kotlin-script-runtime-1.9.23.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/kotlin-reflect-1.9.23.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/kotlin-stdlib-1.9.23.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/kotlinx-serialization-json-jvm-1.6.3.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/kotlinx-serialization-core-jvm-1.6.3.jar\n",
       "/home/ikupriyanov/Applications/miniconda3/envs/lets-plot-python-module/lib/python3.8/site-packages/run_kotlin_kernel/jars/annotations-13.0.jar\n",
       "/home/ikupriyanov/.m2/repository/io/github/microutils/kotlin-logging-jvm/2.0.5/kotlin-logging-jvm-2.0.5.jar\n",
       "/home/ikupriyanov/.m2/repository/org/slf4j/slf4j-api/1.7.29/slf4j-api-1.7.29.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib/1.4.31/kotlin-stdlib-1.4.31.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/annotations/13.0/annotations-13.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib-common/1.4.31/kotlin-stdlib-common-1.4.31.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/lets-plot-common/4.3.3/lets-plot-common-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/commons-jvm/4.3.3/commons-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/datamodel-jvm/4.3.3/datamodel-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-base-jvm/4.3.3/plot-base-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-builder-jvm/4.3.3/plot-builder-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-stem-jvm/4.3.3/plot-stem-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/deprecated-in-v4-jvm/4.3.3/deprecated-in-v4-jvm-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/io/github/microutils/kotlin-logging/2.0.5/kotlin-logging-2.0.5.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/lets-plot-image-export/4.3.3/lets-plot-image-export-4.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-transcoder/1.17/batik-transcoder-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-anim/1.17/batik-anim-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-css/1.17/batik-css-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-ext/1.17/batik-ext-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-parser/1.17/batik-parser-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-svg-dom/1.17/batik-svg-dom-1.17.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlgraphics/batik-awt-util/1.17/batik-awt-util-1.17.jar\n",
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       "/home/ikupriyanov/.m2/repository/com/twelvemonkeys/imageio/imageio-tiff/3.8.1/imageio-tiff-3.8.1.jar\n",
       "/home/ikupriyanov/.m2/repository/com/twelvemonkeys/imageio/imageio-core/3.8.1/imageio-core-3.8.1.jar\n",
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       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/platf-awt-jvm/4.3.3/platf-awt-jvm-4.3.3.jar\n",
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       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/commons-jvm/0.0.0-SNAPSHOT/commons-jvm-0.0.0-SNAPSHOT.jar\n",
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       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/datamodel-jvm/0.0.0-SNAPSHOT/datamodel-jvm-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-base-jvm/0.0.0-SNAPSHOT/plot-base-jvm-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-builder-jvm/0.0.0-SNAPSHOT/plot-builder-jvm-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/plot-stem-jvm/0.0.0-SNAPSHOT/plot-stem-jvm-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/deprecated-in-v4-jvm/0.0.0-SNAPSHOT/deprecated-in-v4-jvm-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/lets-plot-image-export/0.0.0-SNAPSHOT/lets-plot-image-export-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/platf-awt/0.0.0-SNAPSHOT/platf-awt-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/lets-plot-kotlin-kernel/0.0.0-SNAPSHOT/lets-plot-kotlin-kernel-0.0.0-SNAPSHOT.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/lets-plot/platf-awt-jvm/0.0.0-SNAPSHOT/platf-awt-jvm-0.0.0-SNAPSHOT.jar\n",
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       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib-jdk8/1.9.22/kotlin-stdlib-jdk8-1.9.22.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib-jdk7/1.9.22/kotlin-stdlib-jdk7-1.9.22.jar\n",
       "/home/ikupriyanov/.m2/repository/com/beust/klaxon/5.5/klaxon-5.5.jar\n",
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       "/home/ikupriyanov/.m2/repository/com/github/kittinunf/result/result/3.1.0/result-3.1.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/squareup/kotlinpoet-jvm/1.16.0/kotlinpoet-jvm-1.16.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlinx/dataframe-arrow/0.13.1/dataframe-arrow-0.13.1.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/arrow/arrow-vector/15.0.0/arrow-vector-15.0.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/arrow/arrow-memory-core/15.0.0/arrow-memory-core-15.0.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/code/findbugs/jsr305/3.0.2/jsr305-3.0.2.jar\n",
       "/home/ikupriyanov/.m2/repository/com/fasterxml/jackson/core/jackson-core/2.16.0/jackson-core-2.16.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/fasterxml/jackson/core/jackson-annotations/2.16.0/jackson-annotations-2.16.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/fasterxml/jackson/core/jackson-databind/2.16.0/jackson-databind-2.16.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/fasterxml/jackson/datatype/jackson-datatype-jsr310/2.16.0/jackson-datatype-jsr310-2.16.0.jar\n",
       "/home/ikupriyanov/.m2/repository/commons-codec/commons-codec/1.15/commons-codec-1.15.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/flatbuffers/flatbuffers-java/23.5.26/flatbuffers-java-23.5.26.jar\n",
       "/home/ikupriyanov/.m2/repository/org/slf4j/slf4j-api/2.0.9/slf4j-api-2.0.9.jar\n",
       "/home/ikupriyanov/.m2/repository/org/eclipse/collections/eclipse-collections/11.1.0/eclipse-collections-11.1.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/eclipse/collections/eclipse-collections-api/11.1.0/eclipse-collections-api-11.1.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/arrow/arrow-format/15.0.0/arrow-format-15.0.0.jar\n",
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       "/home/ikupriyanov/.m2/repository/commons-io/commons-io/2.15.1/commons-io-2.15.1.jar\n",
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       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlinx/dataframe-excel/0.13.1/dataframe-excel-0.13.1.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/poi/poi/5.2.5/poi-5.2.5.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/commons/commons-collections4/4.4/commons-collections4-4.4.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/commons/commons-math3/3.6.1/commons-math3-3.6.1.jar\n",
       "/home/ikupriyanov/.m2/repository/com/zaxxer/SparseBitSet/1.3/SparseBitSet-1.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/logging/log4j/log4j-api/2.21.1/log4j-api-2.21.1.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/poi/poi-ooxml/5.2.5/poi-ooxml-5.2.5.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/poi/poi-ooxml-lite/5.2.5/poi-ooxml-lite-5.2.5.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/xmlbeans/xmlbeans/5.2.0/xmlbeans-5.2.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/virtuald/curvesapi/1.08/curvesapi-1.08.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlinx/dataframe-openapi/0.13.1/dataframe-openapi-0.13.1.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/parser/v3/swagger-parser/2.1.20/swagger-parser-2.1.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/parser/v3/swagger-parser-v2-converter/2.1.20/swagger-parser-v2-converter-2.1.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-core/1.6.12/swagger-core-1.6.12.jar\n",
       "/home/ikupriyanov/.m2/repository/jakarta/xml/bind/jakarta.xml.bind-api/2.3.3/jakarta.xml.bind-api-2.3.3.jar\n",
       "/home/ikupriyanov/.m2/repository/jakarta/activation/jakarta.activation-api/1.2.2/jakarta.activation-api-1.2.2.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-models/1.6.12/swagger-models-1.6.12.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-annotations/1.6.12/swagger-annotations-1.6.12.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/guava/guava/32.1.3-android/guava-32.1.3-android.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/guava/failureaccess/1.0.1/failureaccess-1.0.1.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/guava/listenablefuture/9999.0-empty-to-avoid-conflict-with-guava/listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/j2objc/j2objc-annotations/2.8/j2objc-annotations-2.8.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-parser/1.0.69/swagger-parser-1.0.69.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-parser-safe-url-resolver/1.0.69/swagger-parser-safe-url-resolver-1.0.69.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/swagger-compat-spec-parser/1.0.69/swagger-compat-spec-parser-1.0.69.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/json-schema-validator/2.2.14/json-schema-validator-2.2.14.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/jackson-coreutils-equivalence/1.0/jackson-coreutils-equivalence-1.0.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/json-schema-core/1.2.14/json-schema-core-1.2.14.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/uri-template/0.10/uri-template-0.10.jar\n",
       "/home/ikupriyanov/.m2/repository/org/mozilla/rhino/1.7.7.2/rhino-1.7.7.2.jar\n",
       "/home/ikupriyanov/.m2/repository/joda-time/joda-time/2.10.5/joda-time-2.10.5.jar\n",
       "/home/ikupriyanov/.m2/repository/com/googlecode/libphonenumber/libphonenumber/8.11.1/libphonenumber-8.11.1.jar\n",
       "/home/ikupriyanov/.m2/repository/net/sf/jopt-simple/jopt-simple/5.0.4/jopt-simple-5.0.4.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/json-patch/1.13/json-patch-1.13.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/msg-simple/1.2/msg-simple-1.2.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/btf/1.3/btf-1.3.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/java-json-tools/jackson-coreutils/2.0/jackson-coreutils-2.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/httpcomponents/httpclient/4.5.14/httpclient-4.5.14.jar\n",
       "/home/ikupriyanov/.m2/repository/org/apache/httpcomponents/httpcore/4.4.16/httpcore-4.4.16.jar\n",
       "/home/ikupriyanov/.m2/repository/commons-logging/commons-logging/1.2/commons-logging-1.2.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/core/v3/swagger-models/2.2.20/swagger-models-2.2.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/parser/v3/swagger-parser-core/2.1.20/swagger-parser-core-2.1.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/parser/v3/swagger-parser-v3/2.1.20/swagger-parser-v3-2.1.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/core/v3/swagger-core/2.2.20/swagger-core-2.2.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/core/v3/swagger-annotations/2.2.20/swagger-annotations-2.2.20.jar\n",
       "/home/ikupriyanov/.m2/repository/io/swagger/parser/v3/swagger-parser-safe-url-resolver/2.1.20/swagger-parser-safe-url-resolver-2.1.20.jar\n",
       "/home/ikupriyanov/.m2/repository/com/fasterxml/jackson/dataformat/jackson-dataformat-yaml/2.16.1/jackson-dataformat-yaml-2.16.1.jar\n",
       "/home/ikupriyanov/.m2/repository/org/yaml/snakeyaml/2.2/snakeyaml-2.2.jar\n",
       "/home/ikupriyanov/.m2/repository/io/github/oshai/kotlin-logging-jvm/6.0.3/kotlin-logging-jvm-6.0.3.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlinx/dataframe-jdbc/0.13.1/dataframe-jdbc-0.13.1.jar\n",
       "/home/ikupriyanov/.m2/repository/org/mariadb/jdbc/mariadb-java-client/3.3.2/mariadb-java-client-3.3.2.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/waffle/waffle-jna/3.3.0/waffle-jna-3.3.0.jar\n",
       "/home/ikupriyanov/.m2/repository/net/java/dev/jna/jna/5.13.0/jna-5.13.0.jar\n",
       "/home/ikupriyanov/.m2/repository/net/java/dev/jna/jna-platform/5.13.0/jna-platform-5.13.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/slf4j/jcl-over-slf4j/2.0.7/jcl-over-slf4j-2.0.7.jar\n",
       "/home/ikupriyanov/.m2/repository/com/github/ben-manes/caffeine/caffeine/2.9.3/caffeine-2.9.3.jar\n",
       "/home/ikupriyanov/.m2/repository/com/google/errorprone/error_prone_annotations/2.10.0/error_prone_annotations-2.10.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/checkerframework/checker-qual/3.32.0/checker-qual-3.32.0.jar\n",
       "/home/ikupriyanov/.m2/repository/org/jetbrains/kotlin/kotlin-stdlib/1.9.22/kotlin-stdlib-1.9.22.jar"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    ":classpath"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "38dde32b-aae6-4242-90d1-27034a97d8ed",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Line_34.jupyter.kts (8:1 - 2) Unresolved reference: p"
     ]
    }
   ],
   "source": [
    "val d = mapOf(\n",
    "    \"x\" to listOf(0, 1, 2),\n",
    "    \"v\" to listOf(3, 1, 2),\n",
    "    \"o\" to listOf(5, 6, 4), // easy to catch - 3 in a middle\n",
    "\n",
    ")\n",
    "\n",
    "p + \n",
    "    geomPoint { x=\"x\"; color=asDiscrete(\"v\", levels=listOf(1, 2, 3), order=-1)} + \n",
    "    ggtitle(\"\"\"levels=listOf(1, 2, 3), order=-1\"\"\")  + ggsize(400, 400)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "14dceae5-accf-40be-82e4-9c40cb50025a",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "           var plotContainer = document.getElementById(\"vguJbg\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
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       "       })();\n",
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     "metadata": {},
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    "\n",
    "gggrid(listOf(\n",
    "    p + geomPoint{ x=\"x\"; color=\"v\" } + ggtitle(\"Default\"),\n",
    "    p + geomPoint{ x=\"x\"; color=asDiscrete(\"v\") } + ggtitle(\"\"\"asDiscrete(\"v\")\"\"\")\n",
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       "\"aes\":\"color\",\n",
       "\"annotation\":\"as_discrete\",\n",
       "\"parameters\":{\n",
       "\"label\":\"a\"\n",
       "}\n",
       "}]\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"FJtQc0\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val df = mapOf(\n",
    "    \"x\" to listOf(0, 5, 10, 15),\n",
    "    \"y\" to listOf(0, 5, 10, 15),\n",
    "    \"a\" to listOf(0, 0, 1, 1),\n",
    "    \"c\" to listOf('a', 'a', 'b', 'b'),\n",
    ")\n",
    "\n",
    "ggplot(df) { x=\"x\"; y=\"y\" } + geomLine(size=3) { color=asDiscrete(\"a\") }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "ab4f6d63-897a-4e90-a9b2-2ee6661a0839",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"F23Qvp\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val df = mapOf(\n",
    "    \"displ\" to listOf(11, 12, 13, 2, 3, 4, 5, 6, 7, 8, 9, 10),\n",
    "    \"hwy\" to listOf(27, 25, 23, 45, 43, 41, 39, 37, 35, 33, 31, 29),\n",
    "    \"cyl\" to listOf(8, 8, 8, 4, 4, 4, 5, 5, 5, 6, 6, 6)\n",
    ")\n",
    "\n",
    "ggplot(df) { x=\"displ\"; y=\"hwy\" } + \n",
    "    geomPoint { color=asDiscrete(\"cyl\") } + \n",
    "    geomSmooth(method=\"lm\", size=1, se=false) { color=asDiscrete(\"cyl\") }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "8e9a1e89-6624-4b9e-96be-414350dc5485",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"GhDJyh\"></div>\n",
       "   <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
       "       (function() {\n",
       "           var plotSpec={\n",
       "\"mapping\":{\n",
       "\"x\":\"displ\",\n",
       "\"y\":\"hwy\"\n",
       "},\n",
       "\"data\":{\n",
       "\"cyl\":[8.0,8.0,8.0,4.0,4.0,4.0,5.0,5.0,5.0,6.0,6.0,6.0],\n",
       "\"displ\":[11.0,12.0,13.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0],\n",
       "\"hwy\":[27.0,25.0,23.0,45.0,43.0,41.0,39.0,37.0,35.0,33.0,31.0,29.0]\n",
       "},\n",
       "\"kind\":\"plot\",\n",
       "\"scales\":[],\n",
       "\"layers\":[{\n",
       "\"mapping\":{\n",
       "\"color\":\"cyl\"\n",
       "},\n",
       "\"stat\":\"identity\",\n",
       "\"position\":\"identity\",\n",
       "\"geom\":\"point\",\n",
       "\"data_meta\":{\n",
       "\"series_annotations\":[{\n",
       "\"column\":\"cyl\",\n",
       "\"factor_levels\":[4,5,6,8,8.0,4.0,5.0,6.0]\n",
       "}]\n",
       "},\n",
       "\"data\":{\n",
       "}\n",
       "},{\n",
       "\"mapping\":{\n",
       "\"color\":\"cyl\"\n",
       "},\n",
       "\"stat\":\"smooth\",\n",
       "\"se\":false,\n",
       "\"size\":1.0,\n",
       "\"method\":\"lm\",\n",
       "\"position\":\"identity\",\n",
       "\"geom\":\"smooth\",\n",
       "\"data_meta\":{\n",
       "\"mapping_annotations\":[{\n",
       "\"aes\":\"color\",\n",
       "\"annotation\":\"as_discrete\",\n",
       "\"parameters\":{\n",
       "\"label\":\"cyl\"\n",
       "}\n",
       "}]\n",
       "},\n",
       "\"data\":{\n",
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       "}\n",
       "}]\n",
       "};\n",
       "           var plotContainer = document.getElementById(\"GhDJyh\");\n",
       "           window.letsPlotCall(function() {{\n",
       "               LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "           }});\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ggplot(df) { x=\"displ\"; y=\"hwy\" } + \n",
    "    geomPoint { color=asDiscrete(\"cyl\", levels = listOf(4, 5, 6, 8)) } + \n",
    "    geomSmooth(method=\"lm\", size=1, se=false) { color=asDiscrete(\"cyl\") }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4c5456b5-8291-4243-b366-b15c811b1579",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "1.9.23"
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 },
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 "nbformat_minor": 5
}