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"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/king/ commit 1c50106137c5b3260f18864ac9084056fa91ec80"
author | iuc |
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date | Mon, 18 Apr 2022 18:04:56 +0000 |
parents | ec2bc87ebd7b |
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<?xml version="1.0" encoding="utf-8"?> <tool id="king" name="KING" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@"> <description>Kinship-based INference for GWAS</description> <macros> <token name="@TOOL_VERSION@">2.2.7</token> <token name="@VERSION_SUFFIX@">0</token> </macros> <requirements> <requirement type="package" version="@TOOL_VERSION@">king</requirement> <requirement type="package" version="1.8.5">r-kinship2</requirement> <requirement type="package" version="1.3.0">r-igraph</requirement> <requirement type="package" version="1.7_9">r-e1071</requirement> </requirements> <version_command> king | head -1 | cut -d' ' -f 2 </version_command> <command detect_errors="exit_code"><![CDATA[ ln -s '$genotype' input.bed && #if $opt_int.family: ln -s '$opt_int.family' input.fam && #end if #if $opt_int.map: ln -s '$opt_int.map' input.bim && #end if #if $gen_rsk.model: ln -s '$gen_rsk.model' input.model && #end if ## General Input king -b input.bed ## Close Relative Inference $close_rel_i.related $close_rel_i.duplicate ## Pairwise Relatedness Inference $pair_rel_i.kinship $pair_rel_i.ibdseg $pair_rel_i.ibs $pair_rel_i.homog ## Inference Parameter #if str($inf_param.degree): --degree $inf_param.degree #end if #if str($inf_param.seglength): --seglength $inf_param.seglength #end if ## Relationship Application $rel_app.unrelated $rel_app.cluster $rel_app.build ## QC Report #if str($qc_rep.callrateN): --callrateN $callrateN #end if #if str($qc_rep.callrateM): --callrateM $callrateM #end if ## Population Structure $pop_str.pca $pop_str.mds ## Structure Parameter #if str($str_par.pcs) --pcs $str_par.pcs #end if #if str($str_par.projection) --projection $str_par.projection #end if ## Disease Assosciation $dis_ass.tdt ## Quantitiative Trait Association $qnt_trt.mtscore ## Association Model #if str($ass_mod.trait) --trait $ass_mod.trait #end if #if str($ass_mod.covariate) --covariate $ass_mod.covariate #end if ## Association parameter $ass_par.invnorm #if str($ass_par.maxP) --maxP $ass_par.maxP #end if ## Genetic Risk Score $gen_rsk.risk #if $gen_rsk.model: --model input.model #end if #if str($gen_rsk.prevalence) --prevalence $gen_rsk.prevalence #end if $gen_rsk.noflip ## Computing parameter --cpus "\${GALAXY_SLOTS:-4}" ## Optional Input #if $opt_int.family --fam input.fam #end if #if $opt_int.map --bim input.bim #end if #if $opt_int.sexchr --sexchr $opt_int.sexchr #end if ## Output $opt_par.rplot $opt_par.pngplot $opt_par.plink > '$kingoutlog' ]]></command> <inputs> <param name="genotype" type="data" format="pbed" label="Binary Genotype File" help="Generated by PLINK" /> <!-- Beginning of the optional paramters --> <section name="close_rel_i" title="Close Relative Inference" > <param argument="--related" type="boolean" truevalue="--related" falsevalue="" label="Relationship Inference" help="Implements the fastest and integrated relationship inference." /> <param argument="--duplicate" type="boolean" truevalue="--duplicate" falsevalue="" label="Duplicate Analysis" help="Implements the fastest (and accurate) algorithm to identify duplicates or MZ twins" /> </section> <!-- Despite many of the below parameters being grouped together, they can all surprisingly be used independently of one another, i.e. no mutual exclusivity that I can see --> <section name="pair_rel_i" title="Pairwise Relative Inference" > <param argument="--kinship" type="boolean" truevalue="--kinship" falsevalue="" label="Kinship Inference" help="Estimates pair-wise kinship coefficients" /> <param argument="--ibdseg" type="boolean" truevalue="--ibdseg" falsevalue="" label="IBD Segment Analysis" help="IBD segment analysis determines all IBD (IBD1 and IBD2) segments shared between relatives" /> <param argument="--ibs" type="boolean" truevalue="--ibs" falsevalue="" label="IBS Summary Statistics" help="Counts and average of IBS" /> <param argument="--homog" type="boolean" truevalue="--homog" falsevalue="" label="Homogeneous Population" help="Estimates pair-wise kinship coefficients assuming a homogeneous population." /> </section> <section name="inf_param" title="Inference Parameter" > <param argument="--degree" type="integer" min="0" optional="true" label="Degrees of relatedness" help="Filters relative pairs based on kinship coefficients." /> <param argument="--seglength" type="integer" min="1" optional="true" label="Minimum IBD segments" help="specifies the minimum length of IDB segments that are considered towards the relationship inference" /> </section> <section name="rel_app" title="Relationship Application" > <param argument="--unrelated" type="boolean" truevalue="--unrelated" falsevalue="" label="Unrelated Option" help="Extract a list of unrelated individuals." /> <param argument="--cluster" type="boolean" truevalue="--cluster" falsevalue="" label="Cluster Parameter" help="Clusters relatives into families by generating an updateid file." /> <param argument="--build" type="boolean" truevalue="--build" falsevalue="" label="Reconstruct Pedigree" help="Reconstructs pedigrees using SNP data" /> </section> <section name="qc_rep" title="QC Report" > <param argument="--callrateN" type="integer" min="1" optional="true" label="Set the N callrate" /> <param argument="--callrateM" type="integer" min="1" optional="true" label="Set the M callrate" /> </section> <section name="pop_str" title="Population Structure" > <param argument="--pca" type="boolean" truevalue="--pca" falsevalue="" label="Add PCA as dimension reduction algorithm" /> <param argument="--mds" type="boolean" truevalue="--mds" falsevalue="" label="Add MDS as dimension reduction algorithm" /> </section> <section name="str_par" title="Structure Parameter" > <!-- Ye, all options can be selected here, apparently... --> <param argument="--pcs" type="integer" min="1" optional="true" label="Number of Principal Components to use" help="allow the specification of the number of PCs with a default value of 10." /> <param argument="--projection" type="integer" min="0" optional="true" label="Projection N" help="Includes the first N samples of a subset." /> </section> <section name="dis_ass" title="Disease Association" > <param argument="--tdt" type="boolean" truevalue="--tdt" falsevalue="" label="Transmission/Disequilibrium Test" help="implements the well-known Transmission/Disequilibrium Test for family data that consist of parent-affected child trios." /> </section> <section name="qnt_trt" title="Quantitative Trait Association" > <param argument="--mtscore" type="boolean" truevalue="--mtscore" falsevalue="" label="Score Test between SNP and quantitative trait" help="Only association results with P value less than 5E-8 are printed out, including both cis- and trans- effect associations. "/> </section> <section name="ass_mod" title="Association Model" > <param argument="--trait" type="text" optional="true" label="Trait names" help="Specifies the trait names to be analyzed in the association analysis." /> <param argument="--covariate" type="text" optional="true" label="Covariate names" help="Specifies the covariate names to be adjusted in the association analysis" /> </section> <section name="ass_par" title="Association Parameter" > <param argument="--invnorm" type="boolean" truevalue="--invnorm" falsevalue="" label="Normal Transformation" help="Carries out inverse normal transformation for quantitative traits prior to association analysis."/> <param argument="--maxP" type="float" min="0" optional="true" label="maximum P values" help="specifies the maximum P values to print out in the output files."/> </section> <section name="gen_rsk" title="Genetic Risk Score" > <param argument="--risk" type="boolean" truevalue="--risk" falsevalue="" label="Predict Disease Risk" help="predicts disease risks for each individual according to the GRS risk model" /> <param name="model" type="data" format="txt,tabular" label="GRS Risk Model file" optional="true" /> <param argument="--prevalence" type="float" min="0" optional="true" label="Disease prevalence" /> <param argument="--noflip" type="boolean" truevalue="--noflip" falsevalue="" label="No Flip" help="If strands of genotype data are already consistent with model, enable this." /> </section> <section name="opt_int" title="Optional Input" > <param name="family" type="data" format="lped,txt" label="Family File" optional="true" /> <param name="map" type="data" format="tabular" label="Map File" optional="true" /> <param argument="--sexchr" type="integer" min="0" optional="true" label="Pair number of the Sex Chromosome." help="specifies the pair number of the sex chromosome, which should be userful for non-human species. The default sex chromosome is 23." /> </section> <section name="opt_par" title="Optional Parameter" > <param argument="--rplot" type="boolean" truevalue="--rplot" falsevalue="" label="R Code and Plots" help="Generates R code first and then calls R program to make plots in a PDF file." /> <param argument="--pngplot" type="boolean" truevalue="--pngplot" falsevalue="" label="R Code and Plots in PNG format" help="Generates R code first and then calls R program to make plots in a PNG file for certain applications." /> <param argument="--plink" type="boolean" truevalue="--plink" falsevalue="" label="Output data in PLINK format" /> </section> <param name="use_log" type="boolean" checked="false" label="Output a Log?" /> </inputs> <outputs> <data name="kingoutlog" format="txt" label="${tool.name} on ${on_string} : Log" > <filter>use_log == True</filter> </data> <collection name="kingoutput_txt" type="list" label="${tool.name} on ${on_string}: Metrics"> <discover_datasets pattern="king(?P<name>.+)\.txt" format="txt" /> <discover_datasets pattern="king\.(?P<name>.+)" format="txt" /> <discover_datasets pattern="king_(?P<name>.+)\.plink" format="plink" /> <discover_datasets pattern="king_(?P<name>.+)\.R" format="txt" /> </collection> <collection name="kingoutput_log" type="list" label="${tool.name} on ${on_string}: Metrics Logs" > <filter>use_log == True</filter> <discover_datasets pattern="king(?P<name>.+)\.log" format="txt" /> <discover_datasets pattern="king_(?P<name>.+)\.Rout" format="txt" /> </collection> <collection name="kingoutput_pdf" type="list" label="${tool.name} on ${on_string}: Plots"> <filter>opt_par["rplot"] or opt_par["pngplot"]</filter> <discover_datasets pattern="king_(?P<name>.+)\.pdf" format="pdf" /> <discover_datasets pattern="king_(?P<name>.+)\.png" format="png" /> </collection> </outputs> <tests> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="close_rel_i" > <param name="related" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is"/> <has_text text="Information of these chromosomal segments can be found in file kingallsegs.txt" /> <has_text text="--related" /> <has_text text="Relationship summary (total relatives: 200 by pedigree, 200 by inference)" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="close_rel_i" > <param name="related" value="true" /> </section> <section name="inf_param" > <param name="degree" value="2" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is"/> <has_text text="Information of these chromosomal segments can be found in file kingallsegs.txt" /> <has_text text="--related" /> <has_text text="--degree 2" /> <has_text text="Relationship summary (total relatives: 200 by pedigree, 200 by inference)" /> </assert_contents> </output> </test> <test expect_num_outputs="4"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="close_rel_i" > <param name="related" value="true" /> </section> <section name="inf_param" > <param name="degree" value="2" /> </section> <section name="opt_par" > <param name="rplot" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals."/> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> <has_text text="--related" /> <has_text text="--degree 2" /> <has_text text="--rplot" /> <has_text text="(with 6000 SNPs): 8 pairs of relatives are detected (with kinship > 0.0625)" /> <has_text text="Relationship summary (total relatives: 0 by pedigree, 6 by inference)" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="close_rel_i" > <param name="duplicate" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals."/> <has_text text="--duplicate" /> <has_text text="No duplicates are found with heterozygote concordance rate > 80%." /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pair_rel_i" > <param name="kinship" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals."/> <has_text text="--kinship" /> <has_text text="Relationship summary (total relatives: 200 by pedigree, 200 by inference)" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="close_rel_i" > <param name="related" value="true" /> </section> <section name="str_par" > <param name="projection" value="100000" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals."/> <has_text text="--related" /> <has_text text="Relationship summary (total relatives: 200 by pedigree, 200 by inference)" /> <has_text text="PLINK pedigrees loaded: 332 samples" /> <has_text text="PLINK maps loaded: 6000 SNPs" /> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals." /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pair_rel_i" > <param name="ibdseg" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="--ibdseg" /> <has_text text="Sample pairs without any long IBD segments (>10Mb) are excluded." /> <has_text text="IBD segments saved in a gzipped file king.segments.gz" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> </assert_contents> </output> </test> <test expect_num_outputs="4"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pair_rel_i" > <param name="ibdseg" value="true" /> </section> <section name="inf_param" > <param name="degree" value="3" /> </section> <section name="opt_par" > <param name="rplot" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="--ibdseg" /> <has_text text="--rplot" /> <has_text text="--degree 3" /> <has_text text="Summary statistics of IBD segments for individual pairs saved in file king.seg" /> <has_text text="Genotype data consist of 6000 autosome SNPs" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pair_rel_i" > <param name="ibs" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals." /> <has_text text="Within-family IBS data saved in file king.ibs" /> <has_text text="--ibs" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> <has_text text="Information of these chromosomal segments can be found in file kingallsegs.txt" /> <has_text text="Between-family IBS data saved in file king.ibs0" /> <has_text text="Relationship summary (total relatives: 200 by pedigree, 200 by inference)" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pair_rel_i" > <param name="homog" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="Autosome genotypes stored in 375 words for each of 332 individuals." /> <has_text text="--homo" /> <has_text text="Within-family kinship data saved in file king.kin" /> <has_text text="Genotype data consist of 6000 autosome SNPs" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="rel_app" > <param name="unrelated" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="--unrelated" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> <has_text text="Y028,Y117" /> <has_text text="An alternative list of 114 to-be-removed individuals saved in file kingunrelated_toberemoved.txt" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="rel_app" > <param name="unrelated" value="true" /> </section> <section name="inf_param" > <param name="degree" value="2" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog" > <assert_contents> <has_text text="--unrelated" /> <has_text text="--degree 2" /> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals." /> <has_text text="An alternative list of 114 to-be-removed individuals saved in file kingunrelated_toberemoved.txt" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="rel_app" > <param name="build" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog" > <assert_contents> <has_text text="--build" /> <has_text text="Autosome genotypes stored in 94 words for each of 332 individuals." /> <has_text text="Update-ID information is saved in file kingupdateids.txt" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="rel_app" > <param name="build" value="true" /> </section> <section name="inf_param" > <param name="degree" value="2" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="--build" /> <has_text text="--degree 2" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> <has_text text="Update-parent information is saved in file kingupdateparents.txt" /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="rel_app" > <param name="cluster" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text text="--cluster" /> <has_text text="Total length of 6 chromosomal segments usable for IBD segment analysis is" /> <has_text text="Pair-wise relatedness in newly clustered families saved in kingcluster.kin." /> </assert_contents> </output> </test> <test> <!-- risk prediction --> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="gen_rsk"> <param name="model" ftype="txt" value="test.model" /> <param name="risk" value="true"/> <param name="prevalence" value="0.004"/> <param name="noflip" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog" > <assert_contents> <has_text text="rs2602970 11 T A 0.265 0.403 C T 0.474 SWITCHED" /> <has_text text="rs1161312 17 C T 0.459 0.295 G A 0.408 FLIPPED" /> </assert_contents> </output> <output_collection name="kingoutput_txt" count="1"> <element name="grs" > <assert_contents> <has_text text="13292 NA07014 1.000 1.000 4.917 3.243 0.0006 0.9927" /> </assert_contents> </element> </output_collection> </test> <test expect_num_outputs="3" > <!-- association mapping 1 --> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="dis_ass"> <param name="tdt" value="true" /> </section> <param name="use_log" value="true" /> <output name="kingoutlog" > <assert_contents> <has_text text="There are no parent-affected-offspring trios in the data." /> </assert_contents> </output> </test> <test expect_num_outputs="3"> <!-- association mapping 2 --> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="ass_mod"> <param name="covariate" value="," /> </section> <section name="qnt_trt" > <param name="mtscore" value="false"/> </section> <section name="ass_par"> <param name="invnorm" value="true" /> <param name="maxP" value="5e-8"/> </section> <param name="use_log" value="true" /> <output name="kingoutlog" > <assert_contents> <has_text_matching expression="Inference\s+0\s+1\s+1\s+0" /> </assert_contents> </output> <output_collection name="kingoutput_txt" count="3" > <element name="allsegs" > <assert_contents> <has_text_matching expression="1\s+1\s+51\.\d+\s+95\.\d+\s+44\.\d+\s+294\s+rs7534689\s+rs1858111" /> </assert_contents> </element> <element name="kin0" > <assert_contents> <has_text_matching expression="FID1\s+ID1\s+FID2\s+ID2\s+N_SNP\s+HetHet\s+IBS0\s+HetConc\s+HomIBS0\s+Kinship\s+IBD1Seg\s+IBD2Seg\s+PropIBD\s+InfType" /> </assert_contents> </element> </output_collection> </test> <test expect_num_outputs="4" > <!-- ancestry inferrence --> <param name="genotype" value="new.6000.bed"/> <section name="opt_int" > <param name="family" value="new.6000.fam"/> <param name="map" value="new.6000.bim"/> </section> <section name="pop_str"> <param name="pca" value="true" /> </section> <section name="str_par" > <param name="projection" value="1"/> </section> <section name="opt_par"> <param name="rplot" value="true"/> <param name="pngplot" value="true"/> </section> <param name="use_log" value="true" /> <output name="kingoutlog"> <assert_contents> <has_text_matching expression="10\s+eigenvalues:\s+581\.\d+\s+114\.\d+\s+112\.\d+\s+111\.\d+\s+109\.\d+\s+109\.\d+\s+108\.\d+\s+108\.\d+\s+107\.\d+\s+107\.\d+" /> </assert_contents> </output> <output_collection name="kingoutput_txt" count="3" > <element name="pc"> <assert_contents> <has_text_matching expression="Y117\s+NA19239\s+0\s+0\s+1\s+1\s+.*" /> </assert_contents> </element> </output_collection> <output_collection name="kingoutput_log" count="2" /> <output_collection name="kingoutput_pdf" count="1" > <element name="pcplot" value="king_pcplot.png" compare="sim_size" delta="2500" /> </output_collection> </test> </tests> <help><![CDATA[ `KING <http://people.virginia.edu/~wc9c/KING/>`_ is a toolset that makes use of high-throughput SNP data typically seen in a genome-wide association study (GWAS) or a sequencing project. Applications of KING include family relationship inference and pedigree error checking, quality control, population substructure identification, forensics, gene mapping, etc. ]]> </help> <citations> <citation type="doi">10.1093/bioinformatics/btq559</citation> </citations> </tool>