Mercurial > repos > jjohnson > pandas_pivot_table

annotate pandas_pivot_table.xml @ 4:eaf2444a2a50 draft default tip

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"planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit de16c12e9e27d41d7c7624d7574c51b5bb8edff1-dirty"
author jjohnson
date Fri, 18 Dec 2020 19:35:57 +0000
parents 4b65133e0722
children
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1 <tool id="pandas_pivot_table" name="Pivot Table" version="@VERSION@.1" python_template_version="3.5">
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2 <description>transform tabular data</description>
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3 <macros>
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4 <token name="@VERSION@">1.1.4</token>
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5 <token name="@AGGFUNC@">'(min|max|sum|size|count|mean|std|var|prod|all|any)'</token>
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6 <token name="@AGGFUNCS@">(@AGGFUNC@|[[]\s*@AGGFUNC@(,\s*@AGGFUNC@)*])</token>
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7 <token name="@AGGITEM@">'\S+'\s*:\s*@AGGFUNCS@</token>
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8 <token name="@AGGDICT@">{@AGGITEM@(,\s*@AGGITEM@)*}</token>
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9 <token name="@AGGF@">(@AGGFUNCS@|@AGGDICT@)</token>
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10 <token name="@COL_HELP@">Name of column or 1-based oridinal position of column</token>
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11 </macros>
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12 <requirements>
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13 <requirement type="package" version="@VERSION@">pandas</requirement>
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14 </requirements>
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15 <command detect_errors="exit_code"><![CDATA[
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16 $__tool_directory__/pandas_pivot_table.py
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17 #if $skiprows
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18 --skiprows $skiprows
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19 #end if
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20 #if $header.header_choice == 'prefix'
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21 --prefix $header.prefix
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22 #elif $header.header_choice == 'enter_names'
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23 --header $header.names
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24 #end if
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25 --index '$pvt_index'
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26 --columns '$pvt_columns'
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27 --values '$pvt_values'
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28 --aggfunc="$aggfunc"
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29 #if $fill_value
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30 --fill_value '$fill_value'
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31 #end if
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32 #if $float_format
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33 --float_format '$float_format'
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34 #end if
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35 --input '$input'
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36 --output '$output'
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37 ]]></command>
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38 <inputs>
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39 <param name="input" type="data" format="tabular" label="Tabular table for pivot transformation"/>
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40 <conditional name="header">
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41 <param name="header_choice" type="select" label="Use as header">
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42 <option value="first_line">Dataset has column names in the first line</option>
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43 <option value="enter_names">Enter names for columns</option>
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44 <option value="prefix">Prefix + column position (0-indexed)</option>
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45 </param>
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46 <when value="first_line"/>
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47 <when value="enter_names">
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48 <param name="names" type="text" value="" label="Names for columns (no duplicates) separated by commas">
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49 <validator type="regex" message="Column names separated by commas">^[A-Za-z]\w*(,[A-Za-z]\w*)*$</validator>
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50 </param>
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51 </when>
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52 <when value="prefix">
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53 <param name="prefix" type="text" value="C" label="Prefix before each column number (0-indexed)">
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54 <validator type="regex" message="A-Za-z,A-Za-z0-9_">^[A-Za-z]\w*$</validator>
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55 </param>
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56 </when>
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57 </conditional>
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58 <param name="skiprows" type="integer" value="0" min="0" label="Skip table rows"/>
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59 <param name="pvt_index" type="text" value="" label="Pivot table index columns">
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60 <help>@COL_HELP@</help>
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61 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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62 </param>
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63 <param name="pvt_columns" type="text" value="" label="Pivot table columns to split into output columns">
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64 <help>@COL_HELP@</help>
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65 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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66 </param>
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67 <param name="pvt_values" type="text" value="" label="Pivot table value columns">
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68 <help>@COL_HELP@</help>
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69 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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70 </param>
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71 <param name="aggfunc" type="text" value="" label="Pivot table aggregate function">
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72 <help><![CDATA[
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73 <ul>
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74 <li>Available Number Functions: @AGGFUNC@</li>
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75 <li>Specify functions as:</li>
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76 <ul>
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77 <li> - A single function applied to each <i>value</i> column: <b>'min'</b></li>
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78 <li> - An array of functions applied to each <i>value</i> column: <b>['min', 'max', 'mean', 'std']</b></li>
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79 <li> - A dictionary of <i>value column : function(s)</i>: <b>{'A' : 'sum', 'B' : ['min', 'max']}</b></li>
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80 </ul>
4
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81 <li><i>(remember the single quotes)</i></li>
3
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82 </ul>
0
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83 ]]></help>
3
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84 <validator type="regex" message="Do not forget the single quotes">@AGGF@</validator>
0
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85 <sanitizer>
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86 <valid initial="string.printable">
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87 </valid>
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88 </sanitizer>
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89 </param>
2
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90 <param name="fill_value" type="text" value="" optional="true" label="Fill value (optional)"
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91 help="Value to replace missing values with (in the resulting pivot table, after aggregation) default is an empty field"/>
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92 <param name="float_format" type="text" value="" optional="true" label="Output floating point format (optional)">
3
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93 <help><![CDATA[Default is six decimal places: <i>%0.<b>6</b>f</i> For scientific: <i>%0.6<b>e</b></i>]]></help>
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94 <validator type="regex" message="%0.6f">^%\d+.\d+[fFeEgGn]$</validator>
2
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95 <sanitizer>
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96 <valid initial="string.digits">
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97 <add value="%" />
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98 <add value="." />
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99 <add value="f" />
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100 <add value="e" />
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101 <add value="g" />
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102 <add value="F" />
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103 <add value="E" />
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104 <add value="G" />
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105 <add value="n" />
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106 </valid>
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107 </sanitizer>
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108 </param>
0
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109 </inputs>
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110 <outputs>
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111 <data name="output" format="tabular"/>
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112 </outputs>
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113 <tests>
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114 <test>
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115 <param name="input" ftype="tabular" value="table1.tsv"/>
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116 <conditional name="header">
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117 <param name="header_choice" value="first_line"/>
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118 </conditional>
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119 <param name="pvt_index" value="A" />
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120 <param name="pvt_columns" value="C"/>
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121 <param name="pvt_values" value="D"/>
3
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122 <param name="aggfunc" value="'max'"/>
0
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123 <output name="output">
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124 <assert_contents>
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125 <has_text_matching expression="bar\t7\t6" />
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126 </assert_contents>
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127 </output>
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128 </test>
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129 <test>
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130 <param name="input" ftype="tabular" value="table1.tsv"/>
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131 <conditional name="header">
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132 <param name="header_choice" value="first_line"/>
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133 </conditional>
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134 <param name="pvt_index" value="A" />
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135 <param name="pvt_columns" value="C"/>
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136 <param name="pvt_values" value="D"/>
3
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137 <param name="aggfunc" value="['min','max']"/>
0
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138 <output name="output">
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139 <assert_contents>
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140 <has_text_matching expression="bar\t4\t5\t7\t6" />
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141 </assert_contents>
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142 </output>
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143 </test>
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144 <test>
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145 <param name="input" ftype="tabular" value="table1.tsv"/>
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146 <conditional name="header">
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147 <param name="header_choice" value="first_line"/>
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148 </conditional>
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149 <param name="pvt_index" value="C,B" />
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150 <param name="pvt_columns" value="A"/>
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151 <param name="pvt_values" value="D,E"/>
3
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152 <param name="aggfunc" value="{'D' : ['min','sum'], 'E' : 'mean'}"/>
0
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153 <output name="output">
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154 <assert_contents>
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155 <has_text_matching expression="C\tB\tbar_min_D\tfoo_min_D\tbar_sum_D\tfoo_sum_D\tbar_mean_E\tfoo_mean_E"/>
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156 <has_text_matching expression="large\tone\t4[.]\d+\t2[.]\d+\t4[.]\d+\t4[.]\d+\t6[.]\d+\t4[.]5\d+"/>
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157 </assert_contents>
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158 </output>
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159 </test>
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160
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161 </tests>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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162 <help><![CDATA[
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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163 Perform a pivot table operation on a tabular dataset.
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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164
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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165 This uses the python pandas_ package to read_ a tabular file, perform a pivot_table_ operation, and write_ out the result as a tabular dataset.
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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166
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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167 .. _pandas: https://pandas.pydata.org/pandas-docs/stable/index.html
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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168 .. _pivot_table: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.pivot_table.html
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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169 .. _read: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_table.html
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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170 .. _write: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_csv.html
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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171
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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172 **Examples**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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173
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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174 **Input dataset**::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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175
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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176 A B C D E
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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177 foo one small 1 2
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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178 foo one large 2 4
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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179 foo one large 2 5
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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180 foo two small 3 5
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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181 foo two small 3 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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182 bar one large 4 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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183 bar one small 5 8
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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184 bar two small 6 9
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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185 bar two large 7 9
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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186
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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187
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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188 **Example 1**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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189
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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190 Params: *Index: A Columns: C values: D aggfunc: "max"*
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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191
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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192 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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193
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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194 A large_D small_D
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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195 bar 7 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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196 foo 2 3
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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197
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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198
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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199 **Example 2**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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200
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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201 Params: *Index: A Columns: C values: D aggfunc: ["min", "max"]*
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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202
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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203 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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204
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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205 A large_D_min small_D_min large_D_max small_D_max
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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206 bar 4 5 7 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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207 foo 2 1 2 3
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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208
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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209
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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210 **Example 3**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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211
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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212 Params: *Index: A Columns: C values: D,E aggfunc: "mean"*
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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213
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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214 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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215
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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216 A large_D small_D large_E small_E
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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217 bar 5.500000 5.500000 7.500000 8.500000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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218 foo 2.000000 2.333333 4.500000 4.333333
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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219
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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220
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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221 **Example 4**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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222
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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223 Params: *Index: A Columns: C values: D,E aggfunc: {"D" : [ "min","sum"], "E" : "mean"}*
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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224
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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225 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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226
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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227 A large_min_D small_min_D large_sum_D small_sum_D large_mean_E small_mean_E
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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228 bar 4 5 11 11 7.500000 8.500000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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229 foo 2 1 4 7 4.500000 4.333333
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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230
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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231
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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232 **Example 5**
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233
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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234 Params: *Index: B,C Columns: A values: E aggfunc: ["min","mean","max"]*
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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235
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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236 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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237
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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238 B C bar_E_min foo_E_min bar_E_mean foo_E_mean bar_E_max foo_E_max
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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239 one large 6.000000 4.000000 6.000000 4.500000 6.000000 5.000000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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240 one small 8.000000 2.000000 8.000000 2.000000 8.000000 2.000000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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241 two large 9.000000 9.000000 9.000000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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242 two small 9.000000 5.000000 9.000000 5.500000 9.000000 6.000000
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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243
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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244 ]]></help>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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245 <citations>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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246 <citation type="doi">doi:10.5281/zenodo.4161697</citation>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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247 </citations>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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248 </tool>