<?xml version="1.0" encoding="UTF-8"?>
<tool id="met4j_MetaboRank" name="MetaboRank" version="1.2.1">
  <description>Compute the MetaboRank, a custom personalized PageRank for metabolic network.</description>
  <xrefs>
    <xref type="bio.tools">met4j</xref>
  </xrefs>
  <requirements>
    <container type="singularity">oras://registry.forgemia.inra.fr/metexplore/met4j/met4j-singularity:1.2.1</container>
  </requirements>
  <command detect_errors="exit_code"><![CDATA[sh /usr/bin/met4j.sh networkAnalysis.MetaboRank -i "$sbmlFilePath"
 -s "$seedsFilePath"
#if str($edgeWeightsFilePaths) != 'None':
 -w "$edgeWeightsFilePaths"
#end if
#if str($maxNbOfIter):
 -max "$maxNbOfIter"
#end if
#if str($tolerance) != 'nan':
 -t "$tolerance"
#end if
#if str($dampingFactor) != 'nan':
 -d "$dampingFactor"
#end if
 -o "$output"
]]></command>
  <inputs>
    <param argument="-i" format="sbml" label="input SBML file: path to network used for computing centrality, in sbml format." name="sbmlFilePath" optional="false" type="data" value=""/>
    <param argument="-s" format="tsv" label="input seeds file: tabulated file containing node of interest ids and weight" name="seedsFilePath" optional="false" type="data" value=""/>
    <param argument="-w" format="tsv" label="input edge weight file: (recommended) path to file containing edges' weights. Will be normalized as transition probabilities" name="edgeWeightsFilePaths" optional="true" type="data" value=""/>
    <param argument="-max" label="maximal number of iteration" name="maxNbOfIter" optional="true" type="text" value="15000">
      <sanitizer invalid_char="_">
        <valid initial="string.printable"/>
      </sanitizer>
    </param>
    <param argument="-t" label="convergence tolerance" name="tolerance" optional="true" type="float" value="0.001"/>
    <param argument="-d" label="damping factor" name="dampingFactor" optional="true" type="float" value="0.85"/>
  </inputs>
  <outputs>
    <data format="tsv" name="output"/>
  </outputs>
  <tests>
    <test>
      <param name="inputPath" value="toy_model.xml"/>
      <output ftype="tsv" name="output">
      </output>
    </test>
  </tests>
  <help><![CDATA[Compute the MetaboRank, a custom personalized PageRank for metabolic network.
The MetaboRank takes a metabolic network and a list of compounds of interest, and provide a score of relevance for all of the other compounds in the network.
The MetaboRank can, from metabolomics results, be used to fuel a recommender system highlighting interesting compounds to investigate, retrieve missing identification and drive literature mining.
It is a two dimensional centrality computed from personalized PageRank and CheiRank, with special transition probability and normalization to handle the specificities of metabolic networks.
See publication for more information: Frainay et al. MetaboRank: network-based recommendation system to interpret and enrich metabolomics results, Bioinformatics (35-2), https://doi.org/10.1093/bioinformatics/bty577]]></help>
  <citations/>
</tool>