<?xml version='1.0' encoding='UTF-8'?>
<tool id="FeatureFinderMetabo" name="FeatureFinderMetabo" version="2.0.0">
  <description>Assembles metabolite features from singleton mass traces.</description>
  <macros>
    <token name="@EXECUTABLE@">FeatureFinderMetabo</token>
    <import>macros.xml</import>
  </macros>
  <expand macro="stdio"/>
  <expand macro="requirements"/>
  <command>FeatureFinderMetabo

#if $param_in:
  -in $param_in
#end if
#if $param_out:
  -out $param_out
#end if
-threads \${GALAXY_SLOTS:-24} 
#if $param_algorithm_common_noise_threshold_int:
  -algorithm:common:noise_threshold_int $param_algorithm_common_noise_threshold_int
#end if
#if $param_algorithm_common_chrom_peak_snr:
  -algorithm:common:chrom_peak_snr $param_algorithm_common_chrom_peak_snr
#end if
#if $param_algorithm_common_chrom_fwhm:
  -algorithm:common:chrom_fwhm $param_algorithm_common_chrom_fwhm
#end if
#if $param_algorithm_mtd_mass_error_ppm:
  -algorithm:mtd:mass_error_ppm $param_algorithm_mtd_mass_error_ppm
#end if
#if $param_algorithm_mtd_reestimate_mt_sd:
  -algorithm:mtd:reestimate_mt_sd
#end if
#if $param_algorithm_epd_enabled:
  -algorithm:epd:enabled
#end if
#if $param_algorithm_epd_width_filtering:
  -algorithm:epd:width_filtering
  #if " " in str($param_algorithm_epd_width_filtering):
    "$param_algorithm_epd_width_filtering"
  #else
    $param_algorithm_epd_width_filtering
  #end if
#end if
#if $param_algorithm_ffm_charge_lower_bound:
  -algorithm:ffm:charge_lower_bound $param_algorithm_ffm_charge_lower_bound
#end if
#if $param_algorithm_ffm_charge_upper_bound:
  -algorithm:ffm:charge_upper_bound $param_algorithm_ffm_charge_upper_bound
#end if
#if $adv_opts.adv_opts_selector=='advanced':
    #if $adv_opts.param_force:
  -force
#end if
    #if $adv_opts.param_algorithm_mtd_trace_termination_criterion:
  -algorithm:mtd:trace_termination_criterion
  #if " " in str($adv_opts.param_algorithm_mtd_trace_termination_criterion):
    "$adv_opts.param_algorithm_mtd_trace_termination_criterion"
  #else
    $adv_opts.param_algorithm_mtd_trace_termination_criterion
  #end if
#end if
    #if $adv_opts.param_algorithm_mtd_trace_termination_outliers:
  -algorithm:mtd:trace_termination_outliers $adv_opts.param_algorithm_mtd_trace_termination_outliers
#end if
    #if $adv_opts.param_algorithm_mtd_min_sample_rate:
  -algorithm:mtd:min_sample_rate $adv_opts.param_algorithm_mtd_min_sample_rate
#end if
    #if $adv_opts.param_algorithm_mtd_min_trace_length:
  -algorithm:mtd:min_trace_length $adv_opts.param_algorithm_mtd_min_trace_length
#end if
    #if $adv_opts.param_algorithm_mtd_max_trace_length:
  -algorithm:mtd:max_trace_length $adv_opts.param_algorithm_mtd_max_trace_length
#end if
    #if $adv_opts.param_algorithm_epd_min_fwhm:
  -algorithm:epd:min_fwhm $adv_opts.param_algorithm_epd_min_fwhm
#end if
    #if $adv_opts.param_algorithm_epd_max_fwhm:
  -algorithm:epd:max_fwhm $adv_opts.param_algorithm_epd_max_fwhm
#end if
    #if $adv_opts.param_algorithm_epd_masstrace_snr_filtering:
  -algorithm:epd:masstrace_snr_filtering
#end if
    #if $adv_opts.param_algorithm_ffm_local_rt_range:
  -algorithm:ffm:local_rt_range $adv_opts.param_algorithm_ffm_local_rt_range
#end if
    #if $adv_opts.param_algorithm_ffm_local_mz_range:
  -algorithm:ffm:local_mz_range $adv_opts.param_algorithm_ffm_local_mz_range
#end if
    #if $adv_opts.param_algorithm_ffm_report_summed_ints:
  -algorithm:ffm:report_summed_ints
#end if
    #if $adv_opts.param_algorithm_ffm_disable_isotope_filtering:
  -algorithm:ffm:disable_isotope_filtering
#end if
    #if $adv_opts.param_algorithm_ffm_isotope_model:
  -algorithm:ffm:isotope_model
  #if " " in str($adv_opts.param_algorithm_ffm_isotope_model):
    "$adv_opts.param_algorithm_ffm_isotope_model"
  #else
    $adv_opts.param_algorithm_ffm_isotope_model
  #end if
#end if
    #if $adv_opts.param_algorithm_ffm_isotope_noisemodel:
  -algorithm:ffm:isotope_noisemodel
  #if " " in str($adv_opts.param_algorithm_ffm_isotope_noisemodel):
    "$adv_opts.param_algorithm_ffm_isotope_noisemodel"
  #else
    $adv_opts.param_algorithm_ffm_isotope_noisemodel
  #end if
#end if
    #if $adv_opts.param_algorithm_ffm_use_smoothed_intensities:
  -algorithm:ffm:use_smoothed_intensities
#end if
#end if
</command>
  <inputs>
    <param name="param_in" type="data" format="mzml" optional="False" label="input centroided mzML file" help="(-in) "/>
    <param name="param_algorithm_common_noise_threshold_int" type="float" value="10.0" label="Intensity threshold below which peaks are regarded as noise" help="(-noise_threshold_int) "/>
    <param name="param_algorithm_common_chrom_peak_snr" type="float" value="3.0" label="Minimum signal-to-noise a mass trace should have" help="(-chrom_peak_snr) "/>
    <param name="param_algorithm_common_chrom_fwhm" type="float" value="5.0" label="Expected chromatographic peak width (in seconds)" help="(-chrom_fwhm) "/>
    <param name="param_algorithm_mtd_mass_error_ppm" type="float" value="20.0" label="Allowed mass deviation (in ppm)" help="(-mass_error_ppm) "/>
    <param name="param_algorithm_mtd_reestimate_mt_sd" type="boolean" truevalue="-algorithm:mtd:reestimate_mt_sd" falsevalue="" checked="true" optional="True" label="Enables dynamic re-estimation of m/z variance during mass trace collection stage" help="(-reestimate_mt_sd) "/>
    <param name="param_algorithm_epd_enabled" type="boolean" truevalue="-algorithm:epd:enabled" falsevalue="" checked="true" optional="True" label="Enable splitting of isobaric mass traces by chromatographic peak detection" help="(-enabled) Disable for direct injection"/>
    <param name="param_algorithm_epd_width_filtering" type="select" optional="True" value="fixed" label="Enable filtering of unlikely peak widths" help="(-width_filtering) The fixed setting filters out mass traces outside the [min_fwhm, max_fwhm] interval (set parameters accordingly!). The auto setting filters with the 5 and 95% quantiles of the peak width distribution">
      <option value="off">off</option>
      <option value="fixed">fixed</option>
      <option value="auto">auto</option>
    </param>
    <param name="param_algorithm_ffm_charge_lower_bound" type="integer" value="1" label="Lowest charge state to conside" help="(-charge_lower_bound) "/>
    <param name="param_algorithm_ffm_charge_upper_bound" type="integer" value="3" label="Highest charge state to conside" help="(-charge_upper_bound) "/>
    <expand macro="advanced_options">
      <param name="param_force" type="boolean" truevalue="-force" falsevalue="" checked="false" optional="True" label="Overwrite tool specific checks" help="(-force) "/>
      <param name="param_algorithm_mtd_trace_termination_criterion" type="select" optional="True" value="outlier" label="Termination criterion for the extension of mass traces" help="(-trace_termination_criterion) In 'outlier' mode, trace extension cancels if a predefined number of consecutive outliers are found (see trace_termination_outliers parameter). In 'sample_rate' mode, trace extension in both directions stops if ratio of found peaks versus visited spectra falls below the 'min_sample_rate' threshold">
        <option value="outlier">outlier</option>
        <option value="sample_rate">sample_rate</option>
      </param>
      <param name="param_algorithm_mtd_trace_termination_outliers" type="integer" value="5" label="Mass trace extension in one direction cancels if this number of consecutive spectra with no detectable peaks is reached" help="(-trace_termination_outliers) "/>
      <param name="param_algorithm_mtd_min_sample_rate" type="float" value="0.5" label="Minimum fraction of scans along the mass trace that must contain a peak" help="(-min_sample_rate) "/>
      <param name="param_algorithm_mtd_min_trace_length" type="float" value="5.0" label="Minimum expected length of a mass trace (in seconds)" help="(-min_trace_length) "/>
      <param name="param_algorithm_mtd_max_trace_length" type="float" value="300.0" label="Minimum expected length of a mass trace (in seconds)" help="(-max_trace_length) "/>
      <param name="param_algorithm_epd_min_fwhm" type="float" value="3.0" label="Minimum full-width-at-half-maximum of chromatographic peaks (in seconds)" help="(-min_fwhm) Ignored if paramter width_filtering is off or auto"/>
      <param name="param_algorithm_epd_max_fwhm" type="float" value="60.0" label="Maximum full-width-at-half-maximum of chromatographic peaks (in seconds)" help="(-max_fwhm) Ignored if paramter width_filtering is off or auto"/>
      <param name="param_algorithm_epd_masstrace_snr_filtering" type="boolean" truevalue="-algorithm:epd:masstrace_snr_filtering" falsevalue="" checked="false" optional="True" label="Apply post-filtering by signal-to-noise ratio after smoothing" help="(-masstrace_snr_filtering) "/>
      <param name="param_algorithm_ffm_local_rt_range" type="float" value="10.0" label="RT range where to look for coeluting mass traces" help="(-local_rt_range) "/>
      <param name="param_algorithm_ffm_local_mz_range" type="float" value="6.5" label="MZ range where to look for isotopic mass traces" help="(-local_mz_range) "/>
      <param name="param_algorithm_ffm_report_summed_ints" type="boolean" truevalue="-algorithm:ffm:report_summed_ints" falsevalue="" checked="false" optional="True" label="Set to true for a feature intensity summed up over all traces rather than using monoisotopic trace intensity alone" help="(-report_summed_ints) "/>
      <param name="param_algorithm_ffm_disable_isotope_filtering" type="boolean" truevalue="-algorithm:ffm:disable_isotope_filtering" falsevalue="" checked="false" optional="True" label="Disable isotope filtering" help="(-disable_isotope_filtering) "/>
      <param name="param_algorithm_ffm_isotope_model" type="select" optional="True" value="metabolites" label="Change type of isotope model" help="(-isotope_model) ">
        <option value="metabolites">metabolites</option>
        <option value="peptides">peptides</option>
      </param>
      <param name="param_algorithm_ffm_isotope_noisemodel" type="select" optional="True" value="5%RMS" label="SVM isotope models were trained with either 2% or 5% RMS erro" help="(-isotope_noisemodel) Select the appropriate noise model according to the quality of measurement or MS device">
        <option value="5%RMS">5%RMS</option>
        <option value="2%RMS">2%RMS</option>
      </param>
      <param name="param_algorithm_ffm_use_smoothed_intensities" type="boolean" truevalue="-algorithm:ffm:use_smoothed_intensities" falsevalue="" checked="true" optional="True" label="Use LOWESS intensities instead of raw intensities" help="(-use_smoothed_intensities) "/>
    </expand>
  </inputs>
  <outputs>
    <data name="param_out" format="featurexml"/>
  </outputs>
  <help>**What it does**

Assembles metabolite features from singleton mass traces.


For more information, visit http://ftp.mi.fu-berlin.de/OpenMS/release-documentation/html/TOPP_FeatureFinderMetabo.html</help>
  <expand macro="references"/>
</tool>