annotate bigwig_outlier_bed.xml @ 3:00b3da7776a0 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
author iuc
date Sun, 15 Sep 2024 17:08:45 +0000
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1 <tool name="Bigwig extremes to bed features" id="bigwig_outlier_bed" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" profile="22.05">
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2 <description>Writes high and low bigwig runs as features in a bed file</description>
1
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3 <macros>
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4 <token name="@TOOL_VERSION@">0.2.0</token>
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5 <token name="@PYTHON_VERSION@">3.12.3</token>
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6 <token name="@VERSION_SUFFIX@">1</token>
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7 </macros>
0
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8 <edam_topics>
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9 <edam_topic>topic_0157</edam_topic>
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10 <edam_topic>topic_0092</edam_topic>
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11 </edam_topics>
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12 <edam_operations>
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13 <edam_operation>operation_0337</edam_operation>
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14 </edam_operations>
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15 <xrefs>
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16 <xref type="bio.tools">bigtools</xref>
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17 </xrefs>
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18 <requirements>
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19 <requirement type="package" version="@PYTHON_VERSION@">python</requirement>
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20 <requirement type="package" version="2.0.0">numpy</requirement>
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21 <requirement type="package" version="@TOOL_VERSION@">pybigtools</requirement>
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22 </requirements>
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23 <required_files>
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24 <include path="bigwig_outlier_bed.py"/>
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25 </required_files>
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26 <version_command><![CDATA[python -c "import pybigtools; from importlib.metadata import version; print(version('pybigtools'))"]]></version_command>
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27 <command><![CDATA[python '${__tool_directory__}/bigwig_outlier_bed.py'
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28 #set bwns = [x.name for x in $bigwig]
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29 #set bwfs = [x for x in $bigwig]
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30 #for $bwf in $bwfs:
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31 --bigwig '$bwf'
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32 #end for
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33 #for $bwn in $bwns:
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34 --bigwiglabels '$bwn'
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35 #end for
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36 --outbeds '$outbeds'
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37 #if $outbeds in ['outhilo', 'outall']:
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38 --bedouthilo '$bedouthilo'
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39 #end if
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40 #if $outbeds in ['outhi', 'outall', 'outlohi']:
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41 --bedouthi '$bedouthi'
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42 #end if
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43 #if $outbeds in ['outlo', 'outall', 'outlohi']:
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44 --bedoutlo '$bedoutlo'
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45 #end if
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46 --minwin '$minwin'
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47 #if $qhi:
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48 --qhi '$qhi'
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49 #end if
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50 #if $qlo:
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51 --qlo '$qlo'
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52 #end if
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53 #if $tableout == "create" or $outbeds == "outtab":
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54 --tableoutfile '$tableoutfile'
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55 #end if
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56 ]]></command>
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57 <inputs>
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58 <param name="bigwig" type="data" optional="false" label="Choose one or more bigwig file(s) to return outlier regions as a bed file"
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59 help="If more than one, MUST all use the same reference sequence to be displayable. Feature names will include the bigwig label." format="bigwig" multiple="true"/>
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60 <param name="minwin" type="integer" value="10" label="Minimum continuous bases to count as a high or low bed feature"
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61 help="Minimum continuous length to count as a bed feature. If windowed bigwig, must be bigger than window size to have any effect"/>
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62 <param name="qhi" type="float" value="0.99999" label="Quantile cutoff for a high region - 0.99999 will cut off at about 1 in 100,000"
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63 help="1 per 100k might be a few thousand features in a 200M chromosome - depends on the distribution - see the table output" optional="false"/>
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64 <param name="qlo" type="float" value="0.00001" label="Quantile cutoff for a low region - 0.01 will cut off at or below the 1st percentile." help="Optional" optional="true"/>
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65 <param name="outbeds" type="select" label="Select the required bed file outputs or none for a bigwig value distribution report"
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66 help="Any combination of the 3 different kinds of bed file output can be made">
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67 <option value="outhilo" selected="true">Make 1 bed output with both low and high regions</option>
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68 <option value="outhi">Make 1 bed output with high regions only</option>
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69 <option value="outlo">Make 1 bed output with low regions only</option>
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70 <option value="outall">Make 3 bed outputs with low and high together in one, high in one and low in the other</option>
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71 <option value="outlohi">Make 2 bed outputs with high in one and low in the other</option>
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72 <option value="outtab">NO bed outputs. Report bigwig value distribution only</option>
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73 </param>
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74 <param name="tableout" type="select" label="Write a table showing contig statistics for each bigwig input" help="">
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75 <option value="donotmake">Do not create this report</option>
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76 <option value="create" selected="true">Create this report</option>
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77 </param>
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78 </inputs>
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79 <outputs>
2
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80 <data name="bedouthilo" format="bed" label="High_and_low_bed">
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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81 <filter>outbeds in ["outall", "outhilo"]</filter>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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82 </data>
2
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
parents: 1
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83 <data name="bedouthi" format="bed" label="High bed">
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
parents:
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84 <filter>outbeds in ["outall", "outlohi", "outhi"]</filter>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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85 </data>
2
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
parents: 1
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86 <data name="bedoutlo" format="bed" label="Low bed">
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
parents:
diff changeset
87 <filter>outbeds in ["outall", "outlohi", "outlo"]</filter>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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88 </data>
2
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
parents: 1
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89 <data name="tableoutfile" format="txt" label="Contig statistics">
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
parents: 1
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90 <filter>tableout == "create" or outbeds == "outtab"</filter>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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91 </data>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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92 </outputs>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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93 <tests>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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94 <test expect_num_outputs="1">
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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95 <output name="bedouthilo" value="bedouthilo_sample" compare="diff" lines_diff="0"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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96 <param name="outbeds" value="outhilo"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
iuc
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97 <param name="bigwig" value="fake.bigwig"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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98 <param name="minwin" value="10"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
iuc
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99 <param name="qhi" value="0.6"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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100 <param name="qlo" value="0.01"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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101 <param name="tableout" value="donotmake"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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102 </test>
2
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iuc
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103 <test expect_num_outputs="1">
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
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104 <output name="tableoutfile" value="table_only_sample" compare="diff" lines_diff="0"/>
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
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105 <param name="outbeds" value="outtab"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
iuc
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106 <param name="bigwig" value="fake.bigwig"/>
2
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
iuc
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107 <param name="minwin" value="10"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
iuc
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108 <param name="qhi" value="0.7"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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109 <param name="qlo" value="0.3"/>
2
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
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110 <param name="tableout" value="create"/>
61946b8bd43b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 3cce4c76a60b9353298fdcf759e893b8fcdfaa77
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111 </test>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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112 <test expect_num_outputs="2">
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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113 <output name="bedouthilo" value="bedouthilo_sample_2" compare="diff" lines_diff="0"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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114 <output name="tableoutfile" value="table_sample" compare="diff" lines_diff="0"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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115 <param name="outbeds" value="outhilo"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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116 <param name="bigwig" value="bigwig_sample"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
iuc
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117 <param name="minwin" value="10"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
iuc
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118 <param name="qhi" value="0.7"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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119 <param name="qlo" value="0.3"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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120 <param name="tableout" value="create"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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121 </test>
1
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122 <test expect_num_outputs="2">
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123 <output name="bedouthi" value="bedouthi_qlo_notset_sample" compare="diff" lines_diff="0"/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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124 <output name="tableoutfile" value="table_qlo_notset_sample" compare="diff" lines_diff="0"/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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125 <param name="outbeds" value="outhi"/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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126 <param name="bigwig" value="bigwig_sample"/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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127 <param name="minwin" value="10"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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128 <param name="qhi" value="0.69"/>
1
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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129 <param name="qlo" value=""/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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130 <param name="tableout" value="create"/>
8377a6abb4da planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 92ffe42a6ad6e81f3f157bbc9b942c000d450416
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131 </test>
0
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132 <test expect_num_outputs="3">
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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133 <output name="bedouthi" value="bedouthi_sample" compare="diff" lines_diff="0"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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134 <output name="bedoutlo" value="bedoutlo_sample" compare="diff" lines_diff="0"/>
1
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135 <output name="tableoutfile" value="table3_sample" compare="diff" lines_diff="0"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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136 <param name="outbeds" value="outlohi"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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137 <param name="bigwig" value="fake.bigwig"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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138 <param name="minwin" value="10"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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139 <param name="qhi" value="0.5"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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140 <param name="qlo" value="0.5"/>
0
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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141 <param name="tableout" value="create"/>
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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142 </test>
3
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143 <test expect_num_outputs="2">
0
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144 <output name="bedouthi" value="bedouthi2_sample" compare="diff" lines_diff="0"/>
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145 <output name="tableoutfile" value="table2_sample" compare="diff" lines_diff="0"/>
3
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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146 <param name="outbeds" value="outhi"/>
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147 <param name="bigwig" value="fake.bigwig,bigwig_sample"/>
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148 <param name="minwin" value="10"/>
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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149 <param name="qhi" value="0.5"/>
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150 <param name="qlo" value="0.5"/>
0
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151 <param name="tableout" value="create"/>
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152 </test>
3
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153
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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154
00b3da7776a0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 06c54e8066ecbc6292167e7c5bdfb8af945a41ba
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155
0
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156 </tests>
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157 <help><![CDATA[
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158
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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159 **Purpose**
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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160
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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161 *Combine bigwig outlier regions into bed files*
ebcd48f183b3 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/bigwig_outlier_bed commit 091caba3c5b066b293745ccee5cd31132fec3b4b
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162
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163 Bigwigs allow quantative tracks to be viewed in an interactive genome browser like JBrowse2.
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164 Peaks are easy to see. Unusually low regions can be harder to spot, even if they are relatively large, unless the view is zoomed right in.
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165 Automated methods for combining evidence from multiple bigwigs can be useful for constructing browseable *issues* or other kinds of summary bed format tracks.
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166 For example, combining coverage outlier regions, with the frequency of specific dicnucleotide short tandem repeats,
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167 for evaluating technical sequencing technology effects in the evaluation of a genome assembly described at https://github.com/arangrhie/T2T-Polish
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168
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169 **What does it produce?**
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170
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171 Bed format results are output, containing each continuous segment of at least *minwin* base pairs above a cut point, or below another cut point.
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172 These can be viewed as features on the reference genome using a genome browser tool like JBrowse2.
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173 Three kinds of bed files can be created depending on the values included.
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174 Both high and low regions in one bed output is the default. This can be displayed in JBrowse2 with colour indicating the high or low status,
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175 one less track and a little easier to understand. High and low features can be output as separate bed files.
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176
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177 **How is it controlled?**
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178
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179 The cut points are calculated using a user supplied quantile, from each chromosome's bigwig value distribution.
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180 The defaults are 0.99 and 0.01 and the default *minwin* is 10.
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181 The probability of 10 values at or below the 1st percentile purely by chance is about 0.01**10, so false positives should be
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182 rare, even in a 3GB genome.
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183 This data driven and non-parametric method is preferred for the asymmetrical distributions found in typical bigwigs, such as depth of coverage
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184 for genome sequencing reads. Coverage values are truncated at zero, and regions with very high values often form a long sparse right tail.
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185
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186 **How do I choose the input data?**
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187
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188 One or more bigwigs and can be selected as inputs.
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189 Multiple bigwigs will be combined in bed files, so must share the reference genome to display
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190 using JBrowse2.
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191
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192 .. class:: warningmark
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193
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194 **Lower quantile may not behave as expected in bigwigs with large fractions of zero values**
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195
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196 The lower cut point may be problematic for integer values like coverage if many values are zero. For example, if 5% of bases have zero coverage, the 1st percentile is also zero,
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197 but that cut point will include the entire 5% *at or below 0*
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199
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200 ]]></help>
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201 <citations>
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202 <citation type="doi">10.1093/bioinformatics/btae350</citation>
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203 </citations>
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204 </tool>
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205