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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": 1, |
| 6 | + "metadata": {}, |
| 7 | + "outputs": [ |
| 8 | + { |
| 9 | + "data": { |
| 10 | + "text/html": [ |
| 11 | + "Installing package Microsoft.Data.Analysis...............................done!" |
| 12 | + ] |
| 13 | + }, |
| 14 | + "metadata": {}, |
| 15 | + "output_type": "display_data" |
| 16 | + }, |
| 17 | + { |
| 18 | + "data": { |
| 19 | + "text/html": [ |
| 20 | + "Successfully added reference to package Microsoft.Data.Analysis, version 0.2.0" |
| 21 | + ] |
| 22 | + }, |
| 23 | + "metadata": {}, |
| 24 | + "output_type": "display_data" |
| 25 | + } |
| 26 | + ], |
| 27 | + "source": [ |
| 28 | + "#r \"nuget:Microsoft.Data.Analysis\"\n", |
| 29 | + "using Microsoft.Data.Analysis;" |
| 30 | + ] |
| 31 | + }, |
| 32 | + { |
| 33 | + "cell_type": "code", |
| 34 | + "execution_count": 13, |
| 35 | + "metadata": {}, |
| 36 | + "outputs": [], |
| 37 | + "source": [ |
| 38 | + "PrimitiveDataFrameColumn<DateTime> dateTimes = new PrimitiveDataFrameColumn<DateTime>(\"DateTimes\",3); // Default length is 0.\n", |
| 39 | + "PrimitiveDataFrameColumn<int> ints = new PrimitiveDataFrameColumn<int>(\"Ints\", 3); // Makes a column of length 3. Filled with nulls initially\n", |
| 40 | + "StringDataFrameColumn strings = new StringDataFrameColumn(\"Strings\", 3); // Makes a column of length 3. Filled with nulls initially\n" |
| 41 | + ] |
| 42 | + }, |
| 43 | + { |
| 44 | + "cell_type": "code", |
| 45 | + "execution_count": 14, |
| 46 | + "metadata": {}, |
| 47 | + "outputs": [], |
| 48 | + "source": [ |
| 49 | + "DataFrame df = new DataFrame(dateTimes, ints, strings);" |
| 50 | + ] |
| 51 | + }, |
| 52 | + { |
| 53 | + "cell_type": "code", |
| 54 | + "execution_count": 15, |
| 55 | + "metadata": {}, |
| 56 | + "outputs": [], |
| 57 | + "source": [ |
| 58 | + "using Microsoft.AspNetCore.Html;\n", |
| 59 | + "Formatter<DataFrame>.Register((df, writer) =>\n", |
| 60 | + "{\n", |
| 61 | + " var headers = new List<IHtmlContent>();\n", |
| 62 | + " headers.Add(th(i(\"index\")));\n", |
| 63 | + " headers.AddRange(df.Columns.Select(c => (IHtmlContent) th(c.Name)));\n", |
| 64 | + " var rows = new List<List<IHtmlContent>>();\n", |
| 65 | + " var take = 20;\n", |
| 66 | + " for (var i = 0; i < Math.Min(take, df.Rows.Count); i++)\n", |
| 67 | + " {\n", |
| 68 | + " var cells = new List<IHtmlContent>();\n", |
| 69 | + " cells.Add(td(i));\n", |
| 70 | + " foreach (var obj in df.Rows[i])\n", |
| 71 | + " {\n", |
| 72 | + " cells.Add(td(obj));\n", |
| 73 | + " }\n", |
| 74 | + " rows.Add(cells);\n", |
| 75 | + " }\n", |
| 76 | + "\n", |
| 77 | + " var t = table(\n", |
| 78 | + " thead(\n", |
| 79 | + " headers),\n", |
| 80 | + " tbody(\n", |
| 81 | + " rows.Select(\n", |
| 82 | + " r => tr(r))));\n", |
| 83 | + "\n", |
| 84 | + " writer.Write(t);\n", |
| 85 | + "}, \"text/html\");" |
| 86 | + ] |
| 87 | + }, |
| 88 | + { |
| 89 | + "cell_type": "code", |
| 90 | + "execution_count": 16, |
| 91 | + "metadata": {}, |
| 92 | + "outputs": [ |
| 93 | + { |
| 94 | + "data": { |
| 95 | + "text/html": [ |
| 96 | + "<table><thead><th><i>index</i></th><th>DateTimes</th><th>Ints</th><th>Strings</th></thead><tbody><tr><td>0</td><td><null></td><td><null></td><td><null></td></tr><tr><td>1</td><td><null></td><td><null></td><td><null></td></tr><tr><td>2</td><td><null></td><td><null></td><td><null></td></tr></tbody></table>" |
| 97 | + ] |
| 98 | + }, |
| 99 | + "execution_count": 16, |
| 100 | + "metadata": {}, |
| 101 | + "output_type": "execute_result" |
| 102 | + } |
| 103 | + ], |
| 104 | + "source": [ |
| 105 | + "df" |
| 106 | + ] |
| 107 | + } |
| 108 | + ], |
| 109 | + "metadata": { |
| 110 | + "kernelspec": { |
| 111 | + "display_name": ".NET (C#)", |
| 112 | + "language": "C#", |
| 113 | + "name": ".net-csharp" |
| 114 | + }, |
| 115 | + "language_info": { |
| 116 | + "file_extension": ".cs", |
| 117 | + "mimetype": "text/x-csharp", |
| 118 | + "name": "C#", |
| 119 | + "pygments_lexer": "csharp", |
| 120 | + "version": "8.0" |
| 121 | + } |
| 122 | + }, |
| 123 | + "nbformat": 4, |
| 124 | + "nbformat_minor": 2 |
| 125 | +} |
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