Mercurial > repos > jjohnson > pandas_pivot_table

annotate pandas_pivot_table.xml @ 2:6f05390deffa draft

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"planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 1ca7433aaa606c636f796c75b6cfd8a080e2d5bc-dirty"
author jjohnson
date Wed, 16 Dec 2020 17:44:58 +0000
parents 621144f8dbe9
children 4b65133e0722
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1 <tool id="pandas_pivot_table" name="Pivot Table" version="@VERSION@.0" 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 </macros>
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6 <requirements>
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7 <requirement type="package" version="@VERSION@">pandas</requirement>
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8 </requirements>
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9 <command detect_errors="exit_code"><![CDATA[
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10 $__tool_directory__/pandas_pivot_table.py
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11 #if $skiprows
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12 --skiprows $skiprows
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13 #end if
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14 #if $header.header_choice == 'prefix'
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15 --prefix $header.prefix
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16 #elif $header.header_choice == 'enter_names'
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17 --header $header.names
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18 #end if
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19 --index '$pvt_index'
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20 --columns '$pvt_columns'
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21 --values '$pvt_values'
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22 --aggfunc='$aggfunc'
2
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23 #if $fill_value
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24 --fill_value '$fill_value'
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25 #end if
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26 #if $float_format
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27 --float_format '$float_format'
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28 #end if
0
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29 --input '$input'
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30 --output '$output'
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31 ]]></command>
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32 <inputs>
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33 <param name="input" type="data" format="tabular" label="Tabular table for pivot transformation"/>
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34 <conditional name="header">
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35 <param name="header_choice" type="select" label="Use as header">
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36 <option value="first_line">Dataset has column names in the first line</option>
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37 <option value="enter_names">Enter names for columns</option>
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38 <option value="prefix">Prefix + column position (0-indexed)</option>
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39 </param>
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40 <when value="first_line"/>
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41 <when value="enter_names">
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42 <param name="names" type="text" value="" label="Names for columns (no duplicates) separated by commas">
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43 <validator type="regex" message="Column names separated by commas">^[A-Za-z]\w*(,[A-Za-z]\w*)*$</validator>
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44 </param>
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45 </when>
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46 <when value="prefix">
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47 <param name="prefix" type="text" value="C" label="Prefix before each column number (0-indexed)">
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48 <validator type="regex" message="A-Za-z,A-Za-z0-9_">^[A-Za-z]\w*$</validator>
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49 </param>
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50 </when>
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51 </conditional>
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52 <param name="skiprows" type="integer" value="0" min="0" label="Skip table rows"/>
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53 <param name="pvt_index" type="text" value="" label="Pivot table index columns">
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54 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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55 </param>
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56 <param name="pvt_columns" type="text" value="" label="Pivot table columns to split into output columns">
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57 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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58 </param>
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59 <param name="pvt_values" type="text" value="" label="Pivot table value columns">
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60 <validator type="regex" message="Column names separated by commas">^\S+(,\S+)*$</validator>
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61 </param>
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62 <param name="aggfunc" type="text" value="" label="Pivot table aggregate function">
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63 <help><![CDATA[A valid JSON string, e.g.:
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64 <ul>
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65 <li>A single function applied to each <i>value</i> column: <b>"min"</b></li>
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66 <li>An array of functions applied to each <i>value</i> column: <b>["min", "max", "mean", "std"]</b></li>
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67 <li>A dictionary of <i>value column : function(s)</i>: <b>{"A" : "sum", "B" : ["min", "max"]}</b></li>
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68 </ul>
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69 ]]></help>
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70 <validator type="regex" message="Do not forget the double quotes">.*".+".*</validator>
0
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71 <sanitizer>
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72 <valid initial="string.printable">
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73 <remove value="&apos;"/>
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74 </valid>
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75 <mapping initial="none">
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76 <add source="&apos;" target="__sq__"/>
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77 </mapping>
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78 </sanitizer>
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79 </param>
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80 <param name="fill_value" type="text" value="" optional="true" label="Fill value (optional)"
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81 help="Value to replace missing values with (in the resulting pivot table, after aggregation) default is an empty field"/>
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82 <param name="float_format" type="text" value="" optional="true" label="Output floating point format (optional)">
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83 <help>Default is six decimal places: %0.6f</help>
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84 <validator type="regex" message="">^%\d+.\d+[fFeEgGn]$</validator>
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85 <sanitizer>
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86 <valid initial="string.digits">
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87 <add value="%" />
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88 <add value="." />
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89 <add value="f" />
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90 <add value="e" />
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91 <add value="g" />
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92 <add value="F" />
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93 <add value="E" />
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94 <add value="G" />
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95 <add value="n" />
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96 </valid>
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97 </sanitizer>
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98 </param>
0
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99 </inputs>
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100 <outputs>
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101 <data name="output" format="tabular"/>
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102 </outputs>
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103 <tests>
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104 <test>
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105 <param name="input" ftype="tabular" value="table1.tsv"/>
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106 <conditional name="header">
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107 <param name="header_choice" value="first_line"/>
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108 </conditional>
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109 <param name="pvt_index" value="A" />
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110 <param name="pvt_columns" value="C"/>
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111 <param name="pvt_values" value="D"/>
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112 <param name="aggfunc" value="&quot;max&quot;"/>
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113 <output name="output">
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114 <assert_contents>
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115 <has_text_matching expression="bar\t7\t6" />
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116 </assert_contents>
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117 </output>
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118 </test>
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119 <test>
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120 <param name="input" ftype="tabular" value="table1.tsv"/>
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121 <conditional name="header">
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122 <param name="header_choice" value="first_line"/>
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123 </conditional>
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124 <param name="pvt_index" value="A" />
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125 <param name="pvt_columns" value="C"/>
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126 <param name="pvt_values" value="D"/>
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127 <param name="aggfunc" value="[&quot;min&quot;,&quot;max&quot;]"/>
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128 <output name="output">
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129 <assert_contents>
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130 <has_text_matching expression="bar\t4\t5\t7\t6" />
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131 </assert_contents>
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132 </output>
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133 </test>
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134 <test>
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135 <param name="input" ftype="tabular" value="table1.tsv"/>
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136 <conditional name="header">
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137 <param name="header_choice" value="first_line"/>
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138 </conditional>
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139 <param name="pvt_index" value="C,B" />
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140 <param name="pvt_columns" value="A"/>
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141 <param name="pvt_values" value="D,E"/>
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142 <param name="aggfunc" value="{&quot;D&quot; : [&quot;min&quot;,&quot;sum&quot;], &quot;E&quot; : &quot;mean&quot;}"/>
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143 <output name="output">
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144 <assert_contents>
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145 <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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146 <has_text_matching expression="large\tone\t4[.]\d+\t2[.]\d+\t4[.]\d+\t4[.]\d+\t6[.]\d+\t4[.]5\d+"/>
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147 </assert_contents>
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148 </output>
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149 </test>
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150
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151 </tests>
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152 <help><![CDATA[
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153 Perform a pivot table operation on a tabular dataset.
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154
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155 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.
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156
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157 .. _pandas: https://pandas.pydata.org/pandas-docs/stable/index.html
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158 .. _pivot_table: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.pivot_table.html
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159 .. _read: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_table.html
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160 .. _write: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_csv.html
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161
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162 **Examples**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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163
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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164 **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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165
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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166 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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167 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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168 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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169 foo one large 2 5
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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170 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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171 foo two small 3 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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172 bar one large 4 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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173 bar one small 5 8
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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174 bar two small 6 9
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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175 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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176
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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177
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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178 **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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179
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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180 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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181
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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182 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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183
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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184 A large_D small_D
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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185 bar 7 6
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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186 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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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
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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189 **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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190
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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191 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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192
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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193 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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194
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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195 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"
jjohnson
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196 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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197 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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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
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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200 **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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201
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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202 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"
jjohnson
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203
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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204 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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205
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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206 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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207 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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208 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"
jjohnson
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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
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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211 **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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212
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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213 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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214
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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215 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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216
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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217 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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218 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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219 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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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
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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222 **Example 5**
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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223
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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224 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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225
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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226 Output::
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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227
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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228 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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229 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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230 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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231 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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232 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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233
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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234 ]]></help>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
jjohnson
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235 <citations>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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236 <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"
jjohnson
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237 </citations>
621144f8dbe9 "planemo upload for repository https://github.com/jj-umn/galaxytools/tree/master/pandas_pivot_table/ commit 80684939b0bf75abb5cc70a9878054c1f734b651-dirty"
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238 </tool>