{
            "cells": [
          {
           "cell_type": "markdown",
           "metadata": {},
           
           "source": []
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": null, "outputs": [],
           "source": ["#r \"nuget: Plotly.NET, 2.0.0\"\n",
"#r \"nuget: Plotly.NET.Interactive, 2.0.0\"\n"]
          }
,
          {
           "cell_type": "markdown",
           "metadata": {},
           
           "source": ["# Images\n",
"\n",
"[![Binder](https://plotly.net/img/badge-binder.svg)](https://mybinder.org/v2/gh/plotly/Plotly.NET/gh-pages?filepath=02_8_Images.ipynb)\u0026emsp;\n",
"[![Script](https://plotly.net/img/badge-script.svg)](https://plotly.net/02_8_Images.fsx)\u0026emsp;\n",
"[![Notebook](https://plotly.net/img/badge-notebook.svg)](https://plotly.net/02_8_Images.ipynb)\n",
"\n",
"**Summary:** This example shows how to create image charts in F#.\n",
"\n",
"There are multiple ways of generating image charts:\n",
"- From 3 Dimensional color collections, where the inner arrays contain 3 (color dimensions without alpha channel) or 4 (color dimensions and alpha channel) values. The color model can be set separately as shown below.\n",
"- From a 2 dimensional collection Plotly.NETs `ARGB` type that represents rgba values\n",
"- From a base64 encoded image data source\n",
"\n",
"## Creating Image charts from raw color arrays\n",
"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": 3, "outputs": [],
           "source": ["// 3d collection containing color values\n",
"open Plotly.NET \n",
"\n",
"let colors = [\n",
"    [[0  ;0  ;255]; [255;255;0  ]; [0  ;0  ;255]]\n",
"    [[255;0  ;0  ]; [255;0  ;255]; [255;0  ;255]]\n",
"    [[0  ;255;0  ]; [0  ;255;255]; [255;0  ;0  ]]\n",
"]\n",
"\n",
"let imageRaw = \n",
"    Chart.Image(Z=colors)\n",
"    |\u003e Chart.withTitle \"Image chart from raw color component arrays\"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": null, "outputs": [
          {
           "data": {
            "text/html": ["\u003cdiv id=\"5a11a83e-883f-4c11-973a-40f40c81f62b\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e",
"",
"\u003cscript type=\"text/javascript\"\u003e",
"",
"",
"",
"            var renderPlotly_5a11a83e883f4c11973a40f40c81f62b = function() {",
"",
"            var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;",
"",
"            fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {",
"",
"",
"",
"            var data = [{\"type\":\"image\",\"z\":[[[0,0,255],[255,255,0],[0,0,255]],[[255,0,0],[255,0,255],[255,0,255]],[[0,255,0],[0,255,255],[255,0,0]]]}];",
"",
"            var layout = {\"width\":600,\"height\":600,\"template\":{\"layout\":{\"title\":{\"x\":0.05},\"font\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"paper_bgcolor\":\"rgba(255, 255, 255, 1.0)\",\"plot_bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"autotypenumbers\":\"strict\",\"colorscale\":{\"diverging\":[[0.0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1.0,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"geo\":{\"showland\":true,\"landcolor\":\"rgba(229, 236, 246, 1.0)\",\"showlakes\":true,\"lakecolor\":\"rgba(255, 255, 255, 1.0)\",\"subunitcolor\":\"rgba(255, 255, 255, 1.0)\",\"bgcolor\":\"rgba(255, 255, 255, 1.0)\"},\"mapbox\":{\"style\":\"light\"},\"polar\":{\"bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"radialaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"},\"angularaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"yaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"zaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true}},\"ternary\":{\"aaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"baxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"caxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"bgcolor\":\"rgba(229, 236, 246, 1.0)\"},\"xaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"yaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"shapedefaults\":{\"line\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}},\"colorway\":[\"rgba(99, 110, 250, 1.0)\",\"rgba(239, 85, 59, 1.0)\",\"rgba(0, 204, 150, 1.0)\",\"rgba(171, 99, 250, 1.0)\",\"rgba(255, 161, 90, 1.0)\",\"rgba(25, 211, 243, 1.0)\",\"rgba(255, 102, 146, 1.0)\",\"rgba(182, 232, 128, 1.0)\",\"rgba(255, 151, 255, 1.0)\",\"rgba(254, 203, 82, 1.0)\"]},\"data\":{\"bar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"error_x\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"error_y\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}}}],\"carpet\":[{\"aaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"endlinecolor\":\"rgba(42, 63, 95, 1.0)\",\"minorgridcolor\":\"rgba(255, 255, 255, 1.0)\",\"startlinecolor\":\"rgba(42, 63, 95, 1.0)\"},\"baxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"endlinecolor\":\"rgba(42, 63, 95, 1.0)\",\"minorgridcolor\":\"rgba(255, 255, 255, 1.0)\",\"startlinecolor\":\"rgba(42, 63, 95, 1.0)\"}}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}}}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"pie\":[{\"automargin\":true}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"line\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgba(235, 240, 248, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}},\"header\":{\"fill\":{\"color\":\"rgba(200, 212, 227, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}}}]}},\"title\":{\"text\":\"Image chart from raw color component arrays\"}};",
"",
"            var config = {\"responsive\":true};",
"",
"            Plotly.newPlot(\u00275a11a83e-883f-4c11-973a-40f40c81f62b\u0027, data, layout, config);",
"",
"});",
"",
"            };",
"",
"            if ((typeof(requirejs) !==  typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) {",
"",
"                var script = document.createElement(\"script\");",
"",
"                script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\");",
"",
"                script.onload = function(){",
"",
"                    renderPlotly_5a11a83e883f4c11973a40f40c81f62b();",
"",
"                };",
"",
"                document.getElementsByTagName(\"head\")[0].appendChild(script);",
"",
"            }",
"",
"            else {",
"",
"                renderPlotly_5a11a83e883f4c11973a40f40c81f62b();",
"",
"            }",
"",
"\u003c/script\u003e",
"",
""]
        },
           "execution_count": null,
           "metadata": {},
           "output_type": "execute_result"
          }],
           "source": ["imageRaw\n"]
          }
,
          {
           "cell_type": "markdown",
           "metadata": {},
           
           "source": ["To change the color model to HSL for example, add the `ColorModel` argument:\n",
"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": 5, "outputs": [],
           "source": ["let imageRawHSL = \n",
"    Chart.Image(Z=colors, ColorModel=StyleParam.ColorModel.HSL)\n",
"    |\u003e Chart.withTitle \"HSL color model\"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": null, "outputs": [
          {
           "data": {
            "text/html": ["\u003cdiv id=\"541aca10-b608-4f36-912a-8f417a52d8e0\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e",
"",
"\u003cscript type=\"text/javascript\"\u003e",
"",
"",
"",
"            var renderPlotly_541aca10b6084f36912a8f417a52d8e0 = function() {",
"",
"            var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;",
"",
"            fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {",
"",
"",
"",
"            var data = [{\"type\":\"image\",\"z\":[[[0,0,255],[255,255,0],[0,0,255]],[[255,0,0],[255,0,255],[255,0,255]],[[0,255,0],[0,255,255],[255,0,0]]],\"colormodel\":\"hsl\"}];",
"",
"            var layout = {\"width\":600,\"height\":600,\"template\":{\"layout\":{\"title\":{\"x\":0.05},\"font\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"paper_bgcolor\":\"rgba(255, 255, 255, 1.0)\",\"plot_bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"autotypenumbers\":\"strict\",\"colorscale\":{\"diverging\":[[0.0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1.0,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"geo\":{\"showland\":true,\"landcolor\":\"rgba(229, 236, 246, 1.0)\",\"showlakes\":true,\"lakecolor\":\"rgba(255, 255, 255, 1.0)\",\"subunitcolor\":\"rgba(255, 255, 255, 1.0)\",\"bgcolor\":\"rgba(255, 255, 255, 1.0)\"},\"mapbox\":{\"style\":\"light\"},\"polar\":{\"bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"radialaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"},\"angularaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"yaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"zaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true}},\"ternary\":{\"aaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"baxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"caxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"bgcolor\":\"rgba(229, 236, 246, 1.0)\"},\"xaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"yaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"shapedefaults\":{\"line\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}},\"colorway\":[\"rgba(99, 110, 250, 1.0)\",\"rgba(239, 85, 59, 1.0)\",\"rgba(0, 204, 150, 1.0)\",\"rgba(171, 99, 250, 1.0)\",\"rgba(255, 161, 90, 1.0)\",\"rgba(25, 211, 243, 1.0)\",\"rgba(255, 102, 146, 1.0)\",\"rgba(182, 232, 128, 1.0)\",\"rgba(255, 151, 255, 1.0)\",\"rgba(254, 203, 82, 1.0)\"]},\"data\":{\"bar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"error_x\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"error_y\":{\"color\":\"rgba(42, 63, 95, 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240, 248, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}},\"header\":{\"fill\":{\"color\":\"rgba(200, 212, 227, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}}}]}},\"title\":{\"text\":\"HSL color model\"}};",
"",
"            var config = {\"responsive\":true};",
"",
"            Plotly.newPlot(\u0027541aca10-b608-4f36-912a-8f417a52d8e0\u0027, data, layout, config);",
"",
"});",
"",
"            };",
"",
"            if ((typeof(requirejs) !==  typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) {",
"",
"                var script = document.createElement(\"script\");",
"",
"                script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\");",
"",
"                script.onload = function(){",
"",
"                    renderPlotly_541aca10b6084f36912a8f417a52d8e0();",
"",
"                };",
"",
"                document.getElementsByTagName(\"head\")[0].appendChild(script);",
"",
"            }",
"",
"            else {",
"",
"                renderPlotly_541aca10b6084f36912a8f417a52d8e0();",
"",
"            }",
"",
"\u003c/script\u003e",
"",
""]
        },
           "execution_count": null,
           "metadata": {},
           "output_type": "execute_result"
          }],
           "source": ["imageRawHSL\n"]
          }
,
          {
           "cell_type": "markdown",
           "metadata": {},
           
           "source": ["## Creating Image charts from ARGB arrays\n",
"\n",
"Note that this way of creating image charts uses the RGBA color model.\n",
"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": 7, "outputs": [],
           "source": ["let argbs = [\n",
"    [ColorKeyword.AliceBlue     ; ColorKeyword.CornSilk ; ColorKeyword.LavenderBlush ] |\u003e List.map ARGB.fromKeyword\n",
"    [ColorKeyword.DarkGray      ; ColorKeyword.Snow     ; ColorKeyword.MidnightBlue  ] |\u003e List.map ARGB.fromKeyword\n",
"    [ColorKeyword.LightSteelBlue; ColorKeyword.DarkKhaki; ColorKeyword.LightAkyBlue  ] |\u003e List.map ARGB.fromKeyword\n",
"]\n",
"\n",
"let imageARGB = \n",
"    Chart.Image(argbs)\n",
"    |\u003e Chart.withTitle \"ARGB image chart\"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": null, "outputs": [
          {
           "data": {
            "text/html": ["\u003cdiv id=\"c8ca6197-8b17-4163-a1ba-5f3c653b13bb\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e",
"",
"\u003cscript type=\"text/javascript\"\u003e",
"",
"",
"",
"            var renderPlotly_c8ca61978b174163a1ba5f3c653b13bb = function() {",
"",
"            var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;",
"",
"            fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {",
"",
"",
"",
"            var data = [{\"type\":\"image\",\"z\":[[[240,248,255,255],[255,248,220,255],[255,240,245,255]],[[169,169,169,255],[255,250,250,255],[25,25,112,255]],[[176,196,222,255],[189,183,107,255],[135,206,250,255]]],\"colormodel\":\"rgba\"}];",
"",
"            var layout = {\"width\":600,\"height\":600,\"template\":{\"layout\":{\"title\":{\"x\":0.05},\"font\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"paper_bgcolor\":\"rgba(255, 255, 255, 1.0)\",\"plot_bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"autotypenumbers\":\"strict\",\"colorscale\":{\"diverging\":[[0.0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1.0,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"geo\":{\"showland\":true,\"landcolor\":\"rgba(229, 236, 246, 1.0)\",\"showlakes\":true,\"lakecolor\":\"rgba(255, 255, 255, 1.0)\",\"subunitcolor\":\"rgba(255, 255, 255, 1.0)\",\"bgcolor\":\"rgba(255, 255, 255, 1.0)\"},\"mapbox\":{\"style\":\"light\"},\"polar\":{\"bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"radialaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"},\"angularaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"yaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"zaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true}},\"ternary\":{\"aaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"baxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"caxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"bgcolor\":\"rgba(229, 236, 246, 1.0)\"},\"xaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"yaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"shapedefaults\":{\"line\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}},\"colorway\":[\"rgba(99, 110, 250, 1.0)\",\"rgba(239, 85, 59, 1.0)\",\"rgba(0, 204, 150, 1.0)\",\"rgba(171, 99, 250, 1.0)\",\"rgba(255, 161, 90, 1.0)\",\"rgba(25, 211, 243, 1.0)\",\"rgba(255, 102, 146, 1.0)\",\"rgba(182, 232, 128, 1.0)\",\"rgba(255, 151, 255, 1.0)\",\"rgba(254, 203, 82, 1.0)\"]},\"data\":{\"bar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"error_x\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"error_y\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}}}],\"carpet\":[{\"aaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"endlinecolor\":\"rgba(42, 63, 95, 1.0)\",\"minorgridcolor\":\"rgba(255, 255, 255, 1.0)\",\"startlinecolor\":\"rgba(42, 63, 95, 1.0)\"},\"baxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"endlinecolor\":\"rgba(42, 63, 95, 1.0)\",\"minorgridcolor\":\"rgba(255, 255, 255, 1.0)\",\"startlinecolor\":\"rgba(42, 63, 95, 1.0)\"}}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}}}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"pie\":[{\"automargin\":true}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"line\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}}}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgba(235, 240, 248, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}},\"header\":{\"fill\":{\"color\":\"rgba(200, 212, 227, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}}}]}},\"title\":{\"text\":\"ARGB image chart\"}};",
"",
"            var config = {\"responsive\":true};",
"",
"            Plotly.newPlot(\u0027c8ca6197-8b17-4163-a1ba-5f3c653b13bb\u0027, data, layout, config);",
"",
"});",
"",
"            };",
"",
"            if ((typeof(requirejs) !==  typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) {",
"",
"                var script = document.createElement(\"script\");",
"",
"                script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\");",
"",
"                script.onload = function(){",
"",
"                    renderPlotly_c8ca61978b174163a1ba5f3c653b13bb();",
"",
"                };",
"",
"                document.getElementsByTagName(\"head\")[0].appendChild(script);",
"",
"            }",
"",
"            else {",
"",
"                renderPlotly_c8ca61978b174163a1ba5f3c653b13bb();",
"",
"            }",
"",
"\u003c/script\u003e",
"",
""]
        },
           "execution_count": null,
           "metadata": {},
           "output_type": "execute_result"
          }],
           "source": ["imageARGB\n"]
          }
,
          {
           "cell_type": "markdown",
           "metadata": {},
           
           "source": ["## Creating Image charts from base64 encoded images\n",
"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": 9, "outputs": [],
           "source": ["open System\n",
"open System.IO\n",
"\n",
"let imageSource = $@\"{__SOURCE_DIRECTORY__}/img/logo.png\"\n",
"\n",
"let base64String = \n",
"    imageSource\n",
"    |\u003e File.ReadAllBytes\n",
"    |\u003e System.Convert.ToBase64String\n",
"\n",
"let logoImage = \n",
"    Chart.Image(\n",
"        Source=($\"data:image/jpg;base64,{base64String}\")\n",
"    )\n",
"    |\u003e Chart.withTitle \"This is Plotly.NET:\"\n"]
          }
,
          {
           "cell_type": "code",
           "metadata": {},
            "execution_count": null, "outputs": [
          {
           "data": {
            "text/html": ["\u003cdiv id=\"d376bcef-2404-40bf-a051-4ee132f2e895\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e",
"",
"\u003cscript type=\"text/javascript\"\u003e",
"",
"",
"",
"            var renderPlotly_d376bcef240440bfa0514ee132f2e895 = function() {",
"",
"            var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;",
"",
"            fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {",
"",
"",
"",
"            var data = 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