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1 <tool id="inchlib_clust" name="INCHlib" version="1.0.0" hidden="false">
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2 <requirements>
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3 <requirement type="package" version="3.5.0">blas</requirement>
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4 <requirement type="package" version="1.7">numpy</requirement>
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5 <requirement type="package" version="0.12">scipy</requirement>
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6 <requirement type="package" version="0.15">scikit-learn</requirement>
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7 <requirement type="package" version="1.1.13">fastcluster</requirement>
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8 <requirement type="python-module">numpy</requirement>
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9 <requirement type="python-module">scipy</requirement>
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10 <requirement type="python-module">scikit-learn</requirement>
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11 <requirement type="python-module">fastcluster</requirement>
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12 </requirements>
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13 <description>Performs data clustering for input to InCHlib.js</description>
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14 <command interpreter="python">
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15 inchlib_clust.py $input -o $output
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16 --row_distance $row_distance
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17 --row_linkage $row_linkage
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18 --column_distance $column_distance
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19 --column_linkage $column_linkage
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20 --axis $axis
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21 --datatype $datatype
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22 --data_delimiter $data_delimiter
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23 #if $data_header.data_header_present == "yes"
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24 --data_header
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25 #end if
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26 #if $metadata_option.metadata_present == "yes"
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27 --metadata $metadata_option.metadata
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28 --metadata_delimiter $metadata_option.metadata_delimiter
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29 #if $metadata_option.metadata_header.metadata_header_present == "yes"
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30 --metadata_header
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31 #end if
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32 #if $metadata_option.metadata_compress_option.should_compress_metadata == "yes"
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33 --metadata_compressed_value $metadata_option.metadata_compressed_value
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34 #end if
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35 #end if
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36 #if $data_compress_option.should_compress_data == "yes"
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37 --data_compressed_value $data_compressed_value
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38 #end if
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39 #if $should_normalize == "yes"
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40 --normalize
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41 #end if
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42 </command>
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43 <inputs>
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44 <param format="text" name="input" type="data" label="Input File" />
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45
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46 <param name="row_distance" type="select" label="Row Distance Method" help="Set the distance to use for clustering rows">
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47 <option value="braycurtis">braycurtis</option>
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48 <option value="canberra">canberra</option>
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49 <option value="chebyshev">chebyshev</option>
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50 <option value="cityblock">cityblock</option>
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51 <option value="correlation">correlation</option>
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52 <option value="cosine">cosine</option>
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53 <option value="euclidean" selected="true">euclidean</option>
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54 <option value="mahalanobis">mahalanobis</option>
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55 <option value="minkowski">minkowski</option>
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56 <option value="seuclidean">seuclidean</option>
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57 <option value="sqeuclidean">sqeuclidean</option>
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58
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59 <option value="dice">dice</option>
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60 <option value="hamming">hamming</option>
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61 <option value="jaccard">jaccard</option>
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62 <option value="kulsinski">kulsinski</option>
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63 <option value="matching">matching</option>
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64 <option value="rogerstanimoto">rogerstanimoto</option>
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65 <option value="russellrao">russellrao</option>
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66 <option value="sokalmichener">sokalmichener</option>
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67 <option value="sokalsneath">sokalsneath</option>
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68 <option value="yule">yule</option>
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69 </param>
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70
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71 <param name="row_linkage" type="select" label="Row Linkage Method" help="Set the linkage to use for clustering rows">
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72 <option value="single">single</option>
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73 <option value="complete">complete</option>
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74 <option value="average">average</option>
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75 <option value="centroid">centroid</option>
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76 <option value="ward">ward</option>
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77 <option value="median">median</option>
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78 <option value="weighted">weighted</option>
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79
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80 <option value="ward" selected="true">ward</option>
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81 <option value="centroid">centroid</option>
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82 </param>
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83
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84 <param name="column_distance" type="select" label="Column Distance Method" help="Set the distance to use for clustering columns">
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85 <option value="braycurtis">braycurtis</option>
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86 <option value="canberra">canberra</option>
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87 <option value="chebyshev">chebyshev</option>
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88 <option value="cityblock">cityblock</option>
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89 <option value="correlation">correlation</option>
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90 <option value="cosine">cosine</option>
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91 <option value="euclidean" selected="true">euclidean</option>
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92 <option value="mahalanobis">mahalanobis</option>
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93 <option value="minkowski">minkowski</option>
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94 <option value="seuclidean">seuclidean</option>
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95 <option value="sqeuclidean">sqeuclidean</option>
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96
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97 <option value="dice">dice</option>
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98 <option value="hamming">hamming</option>
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99 <option value="jaccard">jaccard</option>
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100 <option value="kulsinski">kulsinski</option>
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101 <option value="matching">matching</option>
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102 <option value="rogerstanimoto">rogerstanimoto</option>
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103 <option value="russellrao">russellrao</option>
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104 <option value="sokalmichener">sokalmichener</option>
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105 <option value="sokalsneath">sokalsneath</option>
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106 <option value="yule">yule</option>
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107 </param>
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108
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109 <param name="column_linkage" type="select" label="Column Linkage" help="Set the linkage to use for clustering columns">
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110 <option value="single">single</option>
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111 <option value="complete">complete</option>
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112 <option value="average">average</option>
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113 <option value="centroid">centroid</option>
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114 <option value="ward">ward</option>
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115 <option value="median">median</option>
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116 <option value="weighted">weighted</option>
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117
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118 <option value="ward" selected="true">ward</option>
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119 <option value="centroid">centroid</option>
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120 </param>
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121
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122 <param name="axis" type="select" label="Clustering Axis">
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123 <option value="row" selected="true">row</option>
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124 <option value="both">both</option>
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125 </param>
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126
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127 <param name="datatype" type="select" label="Type Of Data">
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128 <option value="numeric" selected="true">numeric</option>
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129 <option value="binary">binary</option>
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130 </param>
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131
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132 <param name="data_delimiter" type="select" label="Data Delimiter">
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133 <option value="\t">tab</option>
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134 <option value=",">comma</option>
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135 <option value=";">semicolon</option>
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136 </param>
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137
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138 <conditional name="data_header">
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139 <param name="data_header_present" type="select" label="First row of file is header">
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140 <option value="yes">Yes</option>
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141 <option value="no" selected="true">No</option>
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142 </param>
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143 </conditional>
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144
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145 <conditional name="data_compress_option">
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146 <param name="should_compress_data" type="select" label="Compress Rows">
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147 <option value="yes">Yes</option>
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148 <option value="no" selected="true">No</option>
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149 </param>
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150 <when value="yes">
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151 <param name="data_compressed_value" type="select">
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152 <option value="median" selected="true">median</option>
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153 <option value="mean">mean</option>
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154 </param>
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155 </when>
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156 </conditional>
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157
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158 <param name="should_normalize" type="select" label="Normalise">
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159 <option value="yes">Yes</option>
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160 <option value="no" selected="true">No</option>
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161 </param>
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162
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163 <conditional name="metadata_option">
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164 <param name="metadata_present" type="select" label="Metadata Input">
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165 <option value="yes">Yes</option>
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166 <option value="no" selected="true">No</option>
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167 </param>
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168 <when value="yes">
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169 <param name="metadata" type="data" format="text" label="Metadata File"/>
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170 <conditional name="metadata_header">
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171 <param name="metadata_header_present" type="select" label="Metadata Header Present?">
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172 <option value="yes">Yes</option>
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173 <option value="no" selected="true">No</option>
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174 </param>
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175 </conditional>
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176 <param name="metadata_delimiter" type="select" label="Metadata Delimiter">
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177 <option value="\t">tab</option>
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178 <option value=",">comma</option>
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179 <option value=";">semicolon</option>
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180 </param>
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181 <conditional name="metadata_compress_option">
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182 <param name="should_compress_metadata" type="select" label="Compress Metadata Rows?">
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183 <option value="yes">Yes</option>
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184 <option value="no" selected="true">No</option>
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185 </param>
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186 <when value="yes">
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187 <param name="metadata_compressed_value" type="select">
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188 <option value="median" selected="true">median</option>
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189 <option value="mean">mean</option>
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190 <option value="frequency">frequency</option>
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191 </param>
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192 </when>
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193 </conditional>
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194 </when>
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195 </conditional>
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196 </inputs>
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197
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198 <outputs>
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199 <data format="json" name="output" label="${tool.name} on ${on_string}: output" />
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200 </outputs>
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201
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202 <tests>
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203 <test>
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204 <param name="input" value="inchlib_input1.csv"/>
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205 <param name="row_distance" value="euclidean"/>
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206 <param name="row_linkage" value="ward"/>
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207 <param name="column_distance" value="euclidean"/>
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208 <param name="column_linkage" value="ward"/>
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209 <param name="axis" value="row" />
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210 <param name="datatype" value="numeric" />
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211 <param name="data_delimiter" value="," />
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212 <param name="data_header_present" value="yes" />
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213 <param name="should_compress_data" value="no" />
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214 <param name="should_normalize" value="no" />
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215 <param name="metadata_present" value="yes" />
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216 <param name="metadata" value="inchlib_input_metadata.csv" />
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217 <param name="metadata_delimiter" value="," />
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218 <param name="metadata_header_present" value="yes" />
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219 <output name="output" file="inchlib_output.json" ftype="json" />
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220 </test>
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221 </tests>
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222
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223 <help>
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224 **What it does**
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225
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226 Performs data clustering and prepares input data for InCHlib.
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227
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228
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229 </help>
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230 </tool>
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