1 | /*! |
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2 | * Ext JS Library 3.4.0 |
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3 | * Copyright(c) 2006-2011 Sencha Inc. |
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4 | * licensing@sencha.com |
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5 | * http://www.sencha.com/license |
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6 | */ |
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7 | /** |
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8 | * @class Ext.grid.PivotGrid |
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9 | * @extends Ext.grid.GridPanel |
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10 | * <p>The PivotGrid component enables rapid summarization of large data sets. It provides a way to reduce a large set of |
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11 | * data down into a format where trends and insights become more apparent. A classic example is in sales data; a company |
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12 | * will often have a record of all sales it makes for a given period - this will often encompass thousands of rows of |
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13 | * data. The PivotGrid allows you to see how well each salesperson performed, which cities generate the most revenue, |
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14 | * how products perform between cities and so on.</p> |
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15 | * <p>A PivotGrid is composed of two axes (left and top), one {@link #measure} and one {@link #aggregator aggregation} |
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16 | * function. Each axis can contain one or more {@link #dimension}, which are ordered into a hierarchy. Dimensions on the |
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17 | * left axis can also specify a width. Each dimension in each axis can specify its sort ordering, defaulting to "ASC", |
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18 | * and must specify one of the fields in the {@link Ext.data.Record Record} used by the PivotGrid's |
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19 | * {@link Ext.data.Store Store}.</p> |
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20 | <pre><code> |
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21 | // This is the record representing a single sale |
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22 | var SaleRecord = Ext.data.Record.create([ |
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23 | {name: 'person', type: 'string'}, |
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24 | {name: 'product', type: 'string'}, |
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25 | {name: 'city', type: 'string'}, |
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26 | {name: 'state', type: 'string'}, |
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27 | {name: 'year', type: 'int'}, |
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28 | {name: 'value', type: 'int'} |
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29 | ]); |
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30 | |
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31 | // A simple store that loads SaleRecord data from a url |
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32 | var myStore = new Ext.data.Store({ |
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33 | url: 'data.json', |
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34 | autoLoad: true, |
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35 | reader: new Ext.data.JsonReader({ |
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36 | root: 'rows', |
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37 | idProperty: 'id' |
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38 | }, SaleRecord) |
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39 | }); |
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40 | |
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41 | // Create the PivotGrid itself, referencing the store |
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42 | var pivot = new Ext.grid.PivotGrid({ |
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43 | store : myStore, |
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44 | aggregator: 'sum', |
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45 | measure : 'value', |
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46 | |
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47 | leftAxis: [ |
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48 | { |
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49 | width: 60, |
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50 | dataIndex: 'product' |
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51 | }, |
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52 | { |
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53 | width: 120, |
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54 | dataIndex: 'person', |
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55 | direction: 'DESC' |
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56 | } |
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57 | ], |
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58 | |
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59 | topAxis: [ |
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60 | { |
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61 | dataIndex: 'year' |
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62 | } |
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63 | ] |
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64 | }); |
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65 | </code></pre> |
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66 | * <p>The specified {@link #measure} is the field from SaleRecord that is extracted from each combination |
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67 | * of product and person (on the left axis) and year on the top axis. There may be several SaleRecords in the |
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68 | * data set that share this combination, so an array of measure fields is produced. This array is then |
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69 | * aggregated using the {@link #aggregator} function.</p> |
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70 | * <p>The default aggregator function is sum, which simply adds up all of the extracted measure values. Other |
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71 | * built-in aggregator functions are count, avg, min and max. In addition, you can specify your own function. |
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72 | * In this example we show the code used to sum the measures, but you can return any value you like. See |
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73 | * {@link #aggregator} for more details.</p> |
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74 | <pre><code> |
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75 | new Ext.grid.PivotGrid({ |
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76 | aggregator: function(records, measure) { |
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77 | var length = records.length, |
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78 | total = 0, |
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79 | i; |
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80 | |
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81 | for (i = 0; i < length; i++) { |
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82 | total += records[i].get(measure); |
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83 | } |
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84 | |
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85 | return total; |
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86 | }, |
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87 | |
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88 | renderer: function(value) { |
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89 | return Math.round(value); |
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90 | }, |
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91 | |
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92 | //your normal config here |
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93 | }); |
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94 | </code></pre> |
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95 | * <p><u>Renderers</u></p> |
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96 | * <p>PivotGrid optionally accepts a {@link #renderer} function which can modify the data in each cell before it |
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97 | * is rendered. The renderer is passed the value that would usually be placed in the cell and is expected to return |
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98 | * the new value. For example let's imagine we had height data expressed as a decimal - here's how we might use a |
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99 | * renderer to display the data in feet and inches notation:</p> |
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100 | <pre><code> |
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101 | new Ext.grid.PivotGrid({ |
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102 | //in each case the value is a decimal number of feet |
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103 | renderer : function(value) { |
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104 | var feet = Math.floor(value), |
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105 | inches = Math.round((value - feet) * 12); |
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106 | |
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107 | return String.format("{0}' {1}\"", feet, inches); |
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108 | }, |
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109 | //normal config here |
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110 | }); |
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111 | </code></pre> |
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112 | * <p><u>Reconfiguring</u></p> |
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113 | * <p>All aspects PivotGrid's configuration can be updated at runtime. It is easy to change the {@link #setMeasure measure}, |
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114 | * {@link #setAggregator aggregation function}, {@link #setLeftAxis left} and {@link #setTopAxis top} axes and refresh the grid.</p> |
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115 | * <p>In this case we reconfigure the PivotGrid to have city and year as the top axis dimensions, rendering the average sale |
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116 | * value into the cells:</p> |
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117 | <pre><code> |
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118 | //the left axis can also be changed |
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119 | pivot.topAxis.setDimensions([ |
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120 | {dataIndex: 'city', direction: 'DESC'}, |
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121 | {dataIndex: 'year', direction: 'ASC'} |
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122 | ]); |
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123 | |
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124 | pivot.setMeasure('value'); |
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125 | pivot.setAggregator('avg'); |
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126 | |
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127 | pivot.view.refresh(true); |
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128 | </code></pre> |
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129 | * <p>See the {@link Ext.grid.PivotAxis PivotAxis} documentation for further detail on reconfiguring axes.</p> |
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130 | */ |
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131 | Ext.grid.PivotGrid = Ext.extend(Ext.grid.GridPanel, { |
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132 | |
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133 | /** |
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134 | * @cfg {String|Function} aggregator The aggregation function to use to combine the measures extracted |
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135 | * for each dimension combination. Can be any of the built-in aggregators (sum, count, avg, min, max). |
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136 | * Can also be a function which accepts two arguments (an array of Records to aggregate, and the measure |
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137 | * to aggregate them on) and should return a String. |
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138 | */ |
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139 | aggregator: 'sum', |
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140 | |
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141 | /** |
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142 | * @cfg {Function} renderer Optional renderer to pass values through before they are rendered to the dom. This |
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143 | * gives an opportunity to modify cell contents after the value has been computed. |
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144 | */ |
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145 | renderer: undefined, |
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146 | |
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147 | /** |
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148 | * @cfg {String} measure The field to extract from each Record when pivoting around the two axes. See the class |
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149 | * introduction docs for usage |
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150 | */ |
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151 | |
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152 | /** |
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153 | * @cfg {Array|Ext.grid.PivotAxis} leftAxis Either and array of {@link #dimension} to use on the left axis, or |
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154 | * a {@link Ext.grid.PivotAxis} instance. If an array is passed, it is turned into a PivotAxis internally. |
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155 | */ |
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156 | |
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157 | /** |
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158 | * @cfg {Array|Ext.grid.PivotAxis} topAxis Either and array of {@link #dimension} to use on the top axis, or |
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159 | * a {@link Ext.grid.PivotAxis} instance. If an array is passed, it is turned into a PivotAxis internally. |
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160 | */ |
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161 | |
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162 | //inherit docs |
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163 | initComponent: function() { |
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164 | Ext.grid.PivotGrid.superclass.initComponent.apply(this, arguments); |
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165 | |
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166 | this.initAxes(); |
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167 | |
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168 | //no resizing of columns is allowed yet in PivotGrid |
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169 | this.enableColumnResize = false; |
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170 | |
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171 | this.viewConfig = Ext.apply(this.viewConfig || {}, { |
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172 | forceFit: true |
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173 | }); |
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174 | |
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175 | //TODO: dummy col model that is never used - GridView is too tightly integrated with ColumnModel |
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176 | //in 3.x to remove this altogether. |
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177 | this.colModel = new Ext.grid.ColumnModel({}); |
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178 | }, |
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179 | |
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180 | /** |
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181 | * Returns the function currently used to aggregate the records in each Pivot cell |
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182 | * @return {Function} The current aggregator function |
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183 | */ |
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184 | getAggregator: function() { |
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185 | if (typeof this.aggregator == 'string') { |
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186 | return Ext.grid.PivotAggregatorMgr.types[this.aggregator]; |
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187 | } else { |
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188 | return this.aggregator; |
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189 | } |
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190 | }, |
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191 | |
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192 | /** |
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193 | * Sets the function to use when aggregating data for each cell. |
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194 | * @param {String|Function} aggregator The new aggregator function or named function string |
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195 | */ |
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196 | setAggregator: function(aggregator) { |
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197 | this.aggregator = aggregator; |
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198 | }, |
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199 | |
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200 | /** |
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201 | * Sets the field name to use as the Measure in this Pivot Grid |
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202 | * @param {String} measure The field to make the measure |
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203 | */ |
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204 | setMeasure: function(measure) { |
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205 | this.measure = measure; |
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206 | }, |
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207 | |
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208 | /** |
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209 | * Sets the left axis of this pivot grid. Optionally refreshes the grid afterwards. |
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210 | * @param {Ext.grid.PivotAxis} axis The pivot axis |
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211 | * @param {Boolean} refresh True to immediately refresh the grid and its axes (defaults to false) |
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212 | */ |
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213 | setLeftAxis: function(axis, refresh) { |
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214 | /** |
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215 | * The configured {@link Ext.grid.PivotAxis} used as the left Axis for this Pivot Grid |
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216 | * @property leftAxis |
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217 | * @type Ext.grid.PivotAxis |
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218 | */ |
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219 | this.leftAxis = axis; |
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220 | |
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221 | if (refresh) { |
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222 | this.view.refresh(); |
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223 | } |
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224 | }, |
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225 | |
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226 | /** |
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227 | * Sets the top axis of this pivot grid. Optionally refreshes the grid afterwards. |
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228 | * @param {Ext.grid.PivotAxis} axis The pivot axis |
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229 | * @param {Boolean} refresh True to immediately refresh the grid and its axes (defaults to false) |
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230 | */ |
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231 | setTopAxis: function(axis, refresh) { |
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232 | /** |
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233 | * The configured {@link Ext.grid.PivotAxis} used as the top Axis for this Pivot Grid |
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234 | * @property topAxis |
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235 | * @type Ext.grid.PivotAxis |
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236 | */ |
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237 | this.topAxis = axis; |
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238 | |
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239 | if (refresh) { |
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240 | this.view.refresh(); |
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241 | } |
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242 | }, |
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243 | |
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244 | /** |
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245 | * @private |
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246 | * Creates the top and left axes. Should usually only need to be called once from initComponent |
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247 | */ |
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248 | initAxes: function() { |
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249 | var PivotAxis = Ext.grid.PivotAxis; |
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250 | |
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251 | if (!(this.leftAxis instanceof PivotAxis)) { |
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252 | this.setLeftAxis(new PivotAxis({ |
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253 | orientation: 'vertical', |
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254 | dimensions : this.leftAxis || [], |
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255 | store : this.store |
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256 | })); |
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257 | }; |
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258 | |
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259 | if (!(this.topAxis instanceof PivotAxis)) { |
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260 | this.setTopAxis(new PivotAxis({ |
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261 | orientation: 'horizontal', |
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262 | dimensions : this.topAxis || [], |
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263 | store : this.store |
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264 | })); |
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265 | }; |
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266 | }, |
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267 | |
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268 | /** |
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269 | * @private |
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270 | * @return {Array} 2-dimensional array of cell data |
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271 | */ |
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272 | extractData: function() { |
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273 | var records = this.store.data.items, |
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274 | recCount = records.length, |
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275 | cells = [], |
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276 | record, i, j, k; |
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277 | |
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278 | if (recCount == 0) { |
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279 | return []; |
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280 | } |
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281 | |
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282 | var leftTuples = this.leftAxis.getTuples(), |
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283 | leftCount = leftTuples.length, |
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284 | topTuples = this.topAxis.getTuples(), |
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285 | topCount = topTuples.length, |
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286 | aggregator = this.getAggregator(); |
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287 | |
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288 | for (i = 0; i < recCount; i++) { |
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289 | record = records[i]; |
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290 | |
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291 | for (j = 0; j < leftCount; j++) { |
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292 | cells[j] = cells[j] || []; |
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293 | |
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294 | if (leftTuples[j].matcher(record) === true) { |
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295 | for (k = 0; k < topCount; k++) { |
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296 | cells[j][k] = cells[j][k] || []; |
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297 | |
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298 | if (topTuples[k].matcher(record)) { |
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299 | cells[j][k].push(record); |
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300 | } |
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301 | } |
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302 | } |
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303 | } |
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304 | } |
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305 | |
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306 | var rowCount = cells.length, |
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307 | colCount, row; |
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308 | |
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309 | for (i = 0; i < rowCount; i++) { |
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310 | row = cells[i]; |
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311 | colCount = row.length; |
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312 | |
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313 | for (j = 0; j < colCount; j++) { |
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314 | cells[i][j] = aggregator(cells[i][j], this.measure); |
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315 | } |
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316 | } |
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317 | |
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318 | return cells; |
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319 | }, |
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320 | |
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321 | /** |
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322 | * Returns the grid's GridView object. |
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323 | * @return {Ext.grid.PivotGridView} The grid view |
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324 | */ |
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325 | getView: function() { |
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326 | if (!this.view) { |
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327 | this.view = new Ext.grid.PivotGridView(this.viewConfig); |
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328 | } |
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329 | |
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330 | return this.view; |
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331 | } |
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332 | }); |
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333 | |
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334 | Ext.reg('pivotgrid', Ext.grid.PivotGrid); |
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335 | |
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336 | |
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337 | Ext.grid.PivotAggregatorMgr = new Ext.AbstractManager(); |
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338 | |
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339 | Ext.grid.PivotAggregatorMgr.registerType('sum', function(records, measure) { |
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340 | var length = records.length, |
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341 | total = 0, |
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342 | i; |
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343 | |
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344 | for (i = 0; i < length; i++) { |
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345 | total += records[i].get(measure); |
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346 | } |
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347 | |
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348 | return total; |
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349 | }); |
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350 | |
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351 | Ext.grid.PivotAggregatorMgr.registerType('avg', function(records, measure) { |
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352 | var length = records.length, |
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353 | total = 0, |
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354 | i; |
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355 | |
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356 | for (i = 0; i < length; i++) { |
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357 | total += records[i].get(measure); |
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358 | } |
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359 | |
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360 | return (total / length) || 'n/a'; |
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361 | }); |
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362 | |
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363 | Ext.grid.PivotAggregatorMgr.registerType('min', function(records, measure) { |
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364 | var data = [], |
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365 | length = records.length, |
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366 | i; |
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367 | |
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368 | for (i = 0; i < length; i++) { |
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369 | data.push(records[i].get(measure)); |
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370 | } |
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371 | |
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372 | return Math.min.apply(this, data) || 'n/a'; |
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373 | }); |
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374 | |
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375 | Ext.grid.PivotAggregatorMgr.registerType('max', function(records, measure) { |
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376 | var data = [], |
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377 | length = records.length, |
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378 | i; |
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379 | |
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380 | for (i = 0; i < length; i++) { |
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381 | data.push(records[i].get(measure)); |
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382 | } |
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383 | |
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384 | return Math.max.apply(this, data) || 'n/a'; |
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385 | }); |
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386 | |
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387 | Ext.grid.PivotAggregatorMgr.registerType('count', function(records, measure) { |
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388 | return records.length; |
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389 | }); |
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