@prefix LoadListingRequirement: <http://commonwl.org/cwltool#LoadListingRequirement/> .
@prefix CommandLineBinding: <https://w3id.org/cwl/cwl#CommandLineBinding/> .
@prefix xsd:   <http://www.w3.org/2001/XMLSchema#> .
@prefix DockerRequirement: <https://w3id.org/cwl/cwl#DockerRequirement/> .
@prefix Workflow: <https://w3id.org/cwl/cwl#Workflow/> .
@prefix sld:   <https://w3id.org/cwl/salad#> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .
@prefix CommandOutputBinding: <https://w3id.org/cwl/cwl#CommandOutputBinding/> .
@prefix ns1:   <http://commonwl.org/cwltool#> .
@prefix NetworkAccess: <http://commonwl.org/cwltool#NetworkAccess/> .
@prefix rdf:   <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix ScatterMethod: <https://w3id.org/cwl/cwl#ScatterMethod/> .
@prefix cwl:   <https://w3id.org/cwl/cwl#> .
@prefix ResourceRequirement: <https://w3id.org/cwl/cwl#ResourceRequirement/> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/strand>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastq1>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "trimmed_read_1.fastq" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/fastqs> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/kallisto_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/strand> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/expression_transcript_h5> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/expression_transcript_table> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/fusion_evidence> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_fields>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_fields> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#bam>
        cwl:inputBinding  [ CommandLineBinding:position
                          1 ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#fusion_evidence>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/fusion_evidence> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastqs>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "trimmed_read_*.fastq" ] ;
        sld:type           [ sld:items  cwl:File ;
                             sld:type   sld:array
                           ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#fastqs>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/fastqs> ;
        sld:type          [ sld:items  cwl:File ;
                            sld:type   sld:array
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#instrument_data_bams> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#strand>
        cwl:inputBinding  [ CommandLineBinding:position  1 ;
                            cwl:valueFrom                "${\n    if (inputs.strand) {\n        if (inputs.strand == 'first') {\n            return ['--rf'];\n        } else if (inputs.strand == 'second') {\n            return ['--fr'];\n        } else {\n            return [];\n        }\n    } else {\n            return []\n    }\n}\n"
                          ] ;
        sld:type          sld:null ;
        sld:type          [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#strand/unstranded> ;
                            sld:type     sld:enum
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_trim_end>
        sld:type  xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#gene_abundance>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/gene_abundance> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_max_uncalled>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#final_bam>
        cwl:outputSource    <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/sorted_bam> ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/fastq1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/fastq2> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/read_group_fields> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/read_group_id> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/reference_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/strand> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/aligned_bam> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#ribosomal_intervals>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "samtools index" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "/opt/samtools/bin/samtools" "index" "$(runtime.outdir)/$(inputs.bam.basename)" "$(runtime.outdir)/$(inputs.bam.basename).bai"
                                   [ CommandLineBinding:shellQuote  false ;
                                     cwl:valueFrom                  " && "
                                   ]
                                   "cp" "$(inputs.bam.basename).bai" "$(runtime.outdir)/$(inputs.bam.nameroot).bai"
                                 ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl#bam> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl#indexed_bam> ;
        cwl:requirements         [ a            cwl:InitialWorkDirRequirement ;
                                   cwl:listing  "${ var f = inputs.bam; delete f.secondaryFiles; return f }"
                                 ] ;
        cwl:requirements         [ a  cwl:ShellCommandRequirement ] ;
        cwl:requirements         [ a  cwl:InlineJavascriptRequirement ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/samtools-cwl:1.0.0"
                                 ] ;
        cwl:requirements         [ a                           cwl:ResourceRequirement ;
                                   ResourceRequirement:ramMin  4000
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/strand>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapters>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapters> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#read_group_fields>
        cwl:inputBinding  [ CommandLineBinding:position
                          -4 ] ;
        sld:type          [ cwl:inputBinding  [ CommandLineBinding:prefix
                                              "--rg" ] ;
                            sld:items         xsd:string ;
                            sld:type          sld:array
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/strand>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie_transcript_gtf>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/transcript_gtf> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#fastq1>
        cwl:inputBinding  [ CommandLineBinding:position  -2 ;
                            CommandLineBinding:prefix    "-1"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Picard: RNA Seq Metrics" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( [ cwl:valueFrom  "O=$(runtime.outdir)/rna_metrics.txt" ]
                                   [ cwl:valueFrom  "CHART=$(runtime.outdir)/rna_metrics.pdf" ]
                                 ) ;
        cwl:baseCommand          ( "/usr/bin/java" "-Xmx16g" "-jar" "/opt/picard/picard.jar" "CollectRnaSeqMetrics" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#ribosomal_intervals> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#refFlat> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#strand> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#chart> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#metrics> ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  1 ;
                                   ResourceRequirement:ramMin    18000
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/fastq1>
        cwl:source     <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/fastqs> ;
        cwl:valueFrom  "$(self[0])" .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/bam> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/fastq1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/fastq2> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/min_readlength>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#min_readlength> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#strand>
        cwl:inputBinding  [ CommandLineBinding:position  1 ;
                            cwl:valueFrom                "${\n    if (inputs.strand) {\n        if (inputs.strand == 'first') {\n            return ['--fr-stranded'];\n        } else if (inputs.strand == 'second') {\n            return ['--rf-stranded'];\n        } else {\n            return [];\n        }\n    } else {\n            return [];\n    }\n}\n"
                          ] ;
        sld:type          sld:null ;
        sld:type          [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#strand/unstranded> ;
                            sld:type     sld:enum
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastq2>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "trimmed_read_2.fastq" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/read_group_fields>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_fields> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#aligned_bam>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/aligned_bam> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/min_readlength>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_min_readlength> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge/merged_bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/reads1>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/fastq1> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapters>
        cwl:inputBinding  [ CommandLineBinding:position  1 ;
                            CommandLineBinding:prefix    "--adapters"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "StringTie" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "-o" "$(runtime.outdir)/stringtie_transcripts.gtf" "-A" "$(runtime.outdir)/stringtie_gene_expression.tsv" "-p" "$(runtime.cores)" "-e" ) ;
        cwl:baseCommand          ( "/usr/bin/stringtie" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#reference_annotation> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#sample_name> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#bam> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#gene_expression_tsv> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#transcript_gtf> ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  12 ;
                                   ResourceRequirement:ramMin    16000
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/max_uncalled>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_max_uncalled> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#ribosomal_intervals>
        cwl:inputBinding  [ CommandLineBinding:prefix    "RIBOSOMAL_INTERVALS=" ;
                            CommandLineBinding:separate  false
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/input_sort_order> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/metrics_file> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/sorted_bam> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapter_min_overlap> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapter_trim_end> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/max_uncalled> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/reads2> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/reads1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/min_readlength> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapters> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/fastqs> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_fields>
        sld:type  [ sld:items  xsd:string ;
                    sld:type   sld:array
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_id>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_id> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/strand>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapter_trim_end>
        cwl:inputBinding  [ CommandLineBinding:position  2 ;
                            CommandLineBinding:prefix    "--adapter-trim-end"
                          ] ;
        sld:type          xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/max_uncalled>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#max_uncalled> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapters>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_id>
        sld:type  xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge/merged_bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#fusion_evidence>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "kallisto/fusion.txt" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#gene_transcript_lookup_table>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#instrument_data_bams>
        sld:type  [ sld:items  cwl:File ;
                    sld:type   sld:array
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/sorted_bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/gene_transcript_lookup_table> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/transcript_table_h5> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/gene_abundance> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl#bams>
        cwl:inputBinding  [ CommandLineBinding:position
                          1 ] ;
        sld:type          [ sld:items  cwl:File ;
                            sld:type   sld:array
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#fastq2>
        cwl:inputBinding  [ CommandLineBinding:position  -1 ;
                            CommandLineBinding:prefix    "-2"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#refFlat>
        cwl:inputBinding  [ CommandLineBinding:prefix    "REF_FLAT=" ;
                            CommandLineBinding:separate  false
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/fastq2>
        cwl:source     <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/fastqs> ;
        cwl:valueFrom  "$(self[1])" .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/fastqs>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/fastqs> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam/bam> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam/indexed_bam> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge/bams>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/aligned_bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapters>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Kallisto: TranscriptToGene" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "/usr/src/transcript_to_gene.R" ) ;
        cwl:baseCommand          ( "/usr/local/bin/Rscript" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#transcript_table_h5> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#gene_transcript_lookup_table> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#gene_abundance> ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  1 ;
                                   ResourceRequirement:ramMin    2000
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapter_trim_end>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_trim_end> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#bam>
        cwl:inputBinding  [ CommandLineBinding:position
                          4 ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#output_name>
        cwl:default       "MarkedSorted.bam" ;
        cwl:inputBinding  [ CommandLineBinding:position
                          3 ] ;
        sld:type          xsd:string , sld:null .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_fields>
        sld:type  [ sld:items  [ sld:items  xsd:string ;
                                 sld:type   sld:array
                               ] ;
                    sld:type   sld:array
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#expression_transcript_h5>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "kallisto/abundance.h5" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Trim FASTQ (flexbar)" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "--target"
                                   [ cwl:valueFrom  "$(runtime.outdir)/trimmed_read" ]
                                   "--threads"
                                   [ cwl:valueFrom  "$(runtime.cores)" ]
                                 ) ;
        cwl:baseCommand          ( "/opt/flexbar/flexbar" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#min_readlength> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#reads1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapter_trim_end> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapters> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#max_uncalled> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#reads2> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapter_min_overlap> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastq2> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastq1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#fastqs> ;
        cwl:requirements         [ a                              cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin   4 ;
                                   ResourceRequirement:ramMin     16000 ;
                                   ResourceRequirement:tmpdirMin  25000
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/bisulfite:v1.4"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#species>
        rdfs:comment  "the species being analyzed, such as homo_sapiens or mus_musculus" ;
        sld:type      xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#kallisto_index>
        cwl:inputBinding  [ CommandLineBinding:position  2 ;
                            CommandLineBinding:prefix    "-i"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#chart>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/chart> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#gene_transcript_lookup_table>
        cwl:inputBinding  [ CommandLineBinding:position
                          1 ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Kallisto: Quant" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "quant" "-t" "$(runtime.cores)" "-b" "100" "--fusion" "-o" "kallisto" ) ;
        cwl:baseCommand          ( "/usr/bin/kallisto" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#kallisto_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#fastqs> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#expression_transcript_h5> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#expression_transcript_table> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#fusion_evidence> ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  8 ;
                                   ResourceRequirement:ramMin    32000
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#bam>
        cwl:inputBinding  [ CommandLineBinding:position  1 ;
                            CommandLineBinding:prefix    "I=" ;
                            CommandLineBinding:separate  false
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/reference_index>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_index> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/reads2>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/fastq2> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#gene_expression_tsv>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "stringtie_gene_expression.tsv" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments>
        cwl:in             <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/min_readlength> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/reference_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_id> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapter_trim_end> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_fields> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapters> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/max_uncalled> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapter_min_overlap> ;
        cwl:out            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/fastqs> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/aligned_bam> ;
        cwl:run            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl> ;
        cwl:scatter        ( <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/bam> <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_id> <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/read_group_fields> ) ;
        cwl:scatterMethod  ScatterMethod:dotproduct .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_index>
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#max_uncalled>
        cwl:inputBinding  [ CommandLineBinding:position  5 ;
                            CommandLineBinding:prefix    "--max-uncalled"
                          ] ;
        sld:type          xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapters>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapters> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_min_readlength>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#transcript_gtf>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "stringtie_transcripts.gtf" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand>
        sld:type  sld:null ;
        sld:type  [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand/unstranded> ;
                    sld:type     sld:enum
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#min_readlength>
        cwl:inputBinding  [ CommandLineBinding:position  6 ;
                            CommandLineBinding:prefix    "--min-read-length"
                          ] ;
        sld:type          xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge/bams> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge/merged_bam> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/reference_annotation>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_annotation> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#strand>
        cwl:inputBinding  [ cwl:valueFrom  "${\n    if (inputs.strand) {\n        if (inputs.strand == 'first') {  \n            return ['STRAND=SECOND_READ_TRANSCRIPTION_STRAND'];\n        } else if (inputs.strand == 'second') {\n            return ['STRAND=FIRST_READ_TRANSCRIPTION_STRAND'];\n        } else {\n            return ['STRAND=NONE'];\n        }\n    } else {\n            return ['STRAND=NONE']\n    }\n}\n" ] ;
        sld:type          sld:null ;
        sld:type          [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#strand/unstranded> ;
                            sld:type     sld:enum
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#chart>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "rna_metrics.pdf" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#fastqs>
        cwl:inputBinding  [ CommandLineBinding:position
                          3 ] ;
        sld:type          [ sld:items  [ sld:items  cwl:File ;
                                         sld:type   sld:array
                                       ] ;
                            sld:type   sld:array
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#fastq1>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "read1.fastq" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_min_overlap>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/gene_transcript_lookup_table>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#gene_transcript_lookup_table> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#metrics>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "rna_metrics.txt" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl#bam>
        cwl:inputBinding  [ CommandLineBinding:prefix    "I=" ;
                            CommandLineBinding:separate  false
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#refFlat>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/sample_name> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/reference_annotation> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/strand> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/gene_expression_tsv> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/transcript_gtf> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#aligned_bam>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "aligned.bam" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_trim_end>
        sld:type  xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#adapter_min_overlap>
        cwl:inputBinding  [ CommandLineBinding:position  3 ;
                            CommandLineBinding:prefix    "--adapter-min-overlap"
                          ] ;
        sld:type          xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#gene_abundance>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "gene_abundance.tsv" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Mark duplicates and Sort" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( [ CommandLineBinding:position  2 ;
                                     cwl:valueFrom                "$(runtime.cores)"
                                   ]
                                   [ CommandLineBinding:position  4 ;
                                     cwl:valueFrom                "$(inputs.bam.nameroot).mark_dups_metrics.txt"
                                   ]
                                 ) ;
        cwl:baseCommand          ( "/bin/bash" "markduplicates_helper.sh" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#input_sort_order> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#output_name> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#bam> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#metrics_file> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#sorted_bam> ;
        cwl:requirements         [ a            cwl:InitialWorkDirRequirement ;
                                   cwl:listing  [ cwl:entry      "set -o pipefail\nset -o errexit\n\ndeclare MD_BARCODE_TAG\nif [ ! -z \"$6\" ]; then\n  MD_BARCODE_TAG=\"BARCODE_TAG=$6\"\n/usr/bin/java -Xmx16g -jar /opt/picard/picard.jar MarkDuplicates I=$1 O=/dev/stdout ASSUME_SORT_ORDER=$5 METRICS_FILE=$4 QUIET=true COMPRESSION_LEVEL=0 VALIDATION_STRINGENCY=LENIENT \"$MD_BARCODE_TAG\" | /usr/bin/sambamba sort -t $2 -m 18G -o $3 /dev/stdin\nelse\n  /usr/bin/java -Xmx16g -jar /opt/picard/picard.jar MarkDuplicates I=$1 O=/dev/stdout ASSUME_SORT_ORDER=$5 METRICS_FILE=$4 QUIET=true COMPRESSION_LEVEL=0 VALIDATION_STRINGENCY=LENIENT | /usr/bin/sambamba sort -t $2 -m 18G -o $3 /dev/stdin\nfi\n" ;
                                                  cwl:entryname  "markduplicates_helper.sh"
                                                ]
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/mark_duplicates-cwl:1.0.1"
                                 ] ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  8 ;
                                   ResourceRequirement:ramMin    40000
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#reference_index>
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#reads1>
        cwl:inputBinding  [ CommandLineBinding:position  7 ;
                            CommandLineBinding:prefix    "--reads"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_annotation>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/read_group_id>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_id> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#read_group_id>
        cwl:inputBinding  [ CommandLineBinding:position  -5 ;
                            CommandLineBinding:prefix    "--rg-id"
                          ] ;
        sld:type          xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl>
        a                        cwl:Workflow ;
        rdfs:label               "bam to trimmed fastqs and HISAT alignments" ;
        ns1:original_cwlVersion  "v1.0" ;
        Workflow:steps           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq> ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/v1.2> ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#min_readlength> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#reference_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_fields> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#max_uncalled> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_trim_end> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#read_group_id> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapters> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_min_overlap> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#aligned_bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#fastqs> ;
        cwl:requirements         [ a  cwl:SubworkflowFeatureRequirement ] ;
        cwl:requirements         [ a  cwl:InlineJavascriptRequirement ] ;
        cwl:requirements         [ a  cwl:MultipleInputFeatureRequirement ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/kallisto.cwl#expression_transcript_table>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "kallisto/abundance.tsv" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl#bam>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl>
        a                        cwl:Workflow ;
        rdfs:label               "RNA-Seq alignment and transcript/gene abundance workflow" ;
        ns1:original_cwlVersion  "v1.0" ;
        Workflow:steps           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#merge> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie> ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/v1.2> ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#gene_transcript_lookup_table> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#sample_name> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_trim_end> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_fields> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_min_readlength> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#assembly> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#reference_annotation> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_id> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_min_overlap> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#refFlat> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#species> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_max_uncalled> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapters> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#ribosomal_intervals> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#instrument_data_bams> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#fusion_evidence> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#gene_abundance> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie_transcript_gtf> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_abundance_tsv> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#metrics> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie_gene_expression_tsv> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#final_bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#chart> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_abundance_h5> ;
        cwl:requirements         [ a  cwl:InlineJavascriptRequirement ] ;
        cwl:requirements         [ a  cwl:SubworkflowFeatureRequirement ] ;
        cwl:requirements         [ a  cwl:ScatterFeatureRequirement ] ;
        cwl:requirements         [ a  cwl:MultipleInputFeatureRequirement ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/transcript_to_gene.cwl#transcript_table_h5>
        cwl:inputBinding  [ CommandLineBinding:position
                          2 ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_abundance_tsv>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/expression_transcript_table> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_min_overlap>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "HISAT2: align" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "-p" "$(runtime.cores)" "--dta"
                                   [ CommandLineBinding:shellQuote  false ;
                                     cwl:valueFrom                  "|"
                                   ]
                                   "/usr/bin/sambamba" "view" "-S" "-f" "bam" "-l" "0" "/dev/stdin"
                                   [ CommandLineBinding:shellQuote  false ;
                                     cwl:valueFrom                  "|"
                                   ]
                                   "/usr/bin/sambamba" "sort" "-t" "$(runtime.cores)" "-m" "8G" "-o" "$(runtime.outdir)/aligned.bam" "/dev/stdin"
                                 ) ;
        cwl:baseCommand          ( "/usr/bin/hisat2" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#strand> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#fastq2> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#reference_index> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#read_group_fields> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#read_group_id> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#fastq1> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#aligned_bam> ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  16 ;
                                   ResourceRequirement:ramMin    16000
                                 ] ;
        cwl:requirements         [ a  cwl:ShellCommandRequirement ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand>
        sld:type  sld:null ;
        sld:type  [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand/unstranded> ;
                    sld:type     sld:enum
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/refFlat>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#refFlat> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#fastq2>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "read2.fastq" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapter_min_overlap>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_min_overlap> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#max_uncalled>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#index_bam/indexed_bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#sample_name>
        sld:type  xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto_index>
        sld:type  cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#input_sort_order>
        cwl:default       "queryname" ;
        cwl:inputBinding  [ CommandLineBinding:position
                          5 ] ;
        sld:type          xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#min_readlength>
        sld:type  xsd:int .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#sample_name>
        cwl:inputBinding  [ CommandLineBinding:position  3 ;
                            CommandLineBinding:prefix    "-l"
                          ] ;
        sld:type          xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics>
        cwl:in   <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/ribosomal_intervals> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/bam> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/refFlat> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/strand> ;
        cwl:out  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/metrics> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/chart> ;
        cwl:run  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/generate_qc_metrics.cwl> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#mark_dup/input_sort_order>
        cwl:default  "coordinate" .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#bam_to_trimmed_fastq_and_hisat_alignments/adapter_trim_end>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#trimming_adapter_trim_end> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam_to_fastq/bam>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#bam> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/trim_fastq.cwl#reads2>
        cwl:inputBinding  [ CommandLineBinding:position  8 ;
                            CommandLineBinding:prefix    "--reads2"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#metrics>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/metrics> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie_gene_expression_tsv>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/gene_expression_tsv> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#assembly>
        rdfs:comment  "the assembly used, such as GRCh37/38, GRCm37/38" ;
        sld:type      xsd:string .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/stringtie.cwl#reference_annotation>
        cwl:inputBinding  [ CommandLineBinding:position  2 ;
                            CommandLineBinding:prefix    "-G"
                          ] ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#reference_index>
        cwl:inputBinding    [ CommandLineBinding:position  -3 ;
                              CommandLineBinding:prefix    "-x"
                            ] ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Sambamba: merge" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( "$(runtime.cores)" "$(runtime.outdir)/merged.bam" ) ;
        cwl:baseCommand          ( "/usr/bin/sambamba_merge" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl#bams> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl#merged_bam> ;
        cwl:requirements         [ a                             cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin  4 ;
                                   ResourceRequirement:ramMin    8000
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/biscuit:0.3.8.2"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl>
        a                        cwl:CommandLineTool ;
        rdfs:label               "Picard: BAM to FASTQ" ;
        ns1:original_cwlVersion  "v1.0" ;
        cwl:arguments            ( [ cwl:valueFrom  "F=$(runtime.outdir)/read1.fastq" ]
                                   [ cwl:valueFrom  "F2=$(runtime.outdir)/read2.fastq" ]
                                 ) ;
        cwl:baseCommand          ( "/usr/bin/java" "-Xmx4g" "-jar" "/opt/picard/picard.jar" "SamToFastq" "VALIDATION_STRINGENCY=SILENT" ) ;
        cwl:cwlVersion           <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/v1.2> ;
        cwl:hints                [ a       <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/LoadListingRequirement> ;
                                   LoadListingRequirement:loadListing
                                           "deep_listing"
                                 ] ;
        cwl:hints                [ a                            <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/NetworkAccess> ;
                                   NetworkAccess:networkAccess  true
                                 ] ;
        cwl:inputs               <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#bam> ;
        cwl:outputs              <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#fastq1> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/bam_to_fastq.cwl#fastq2> ;
        cwl:requirements         [ a                              cwl:ResourceRequirement ;
                                   ResourceRequirement:coresMin   1 ;
                                   ResourceRequirement:ramMin     6000 ;
                                   ResourceRequirement:tmpdirMin  25000
                                 ] ;
        cwl:requirements         [ a                             cwl:DockerRequirement ;
                                   DockerRequirement:dockerPull  "mgibio/rnaseq"
                                 ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#strand>
        cwl:inputBinding  [ CommandLineBinding:position  -6 ;
                            cwl:valueFrom                "${\n    if (inputs.strand) {\n        if (inputs.strand == 'first') {\n            return ['--rna-strandness RF'];\n        } else if (inputs.strand == 'second') {\n            return ['--rna-strandness FR'];\n        } else {\n            return [];\n        }\n    } else {\n            return []\n    }\n}\n"
                          ] ;
        sld:type          sld:null ;
        sld:type          [ sld:symbols  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#strand/first> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#strand/second> , <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/hisat2_align.cwl#strand/unstranded> ;
                            sld:type     sld:enum
                          ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/strand>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#strand> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#hisat2_align/reference_index>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#reference_index> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/kallisto_index>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto_index> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/merge_bams.cwl#merged_bam>
        cwl:outputBinding   [ CommandOutputBinding:glob
                          "merged.bam" ] ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#metrics_file>
        cwl:outputBinding  [ CommandOutputBinding:glob
                          "$(inputs.bam.nameroot).mark_dups_metrics.txt" ] ;
        sld:type           cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#generate_qc_metrics/ribosomal_intervals>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#ribosomal_intervals> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_abundance_h5>
        cwl:outputSource  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/expression_transcript_h5> ;
        sld:type          cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#read_group_id>
        sld:type  [ sld:items  xsd:string ;
                    sld:type   sld:array
                  ] .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/mark_duplicates_and_sort.cwl#sorted_bam>
        cwl:outputBinding   [ CommandOutputBinding:glob
                          "$(inputs.output_name)" ] ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#trim_fastq/adapter_min_overlap>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/subworkflows/bam_to_trimmed_fastq_and_hisat_alignments.cwl#adapter_min_overlap> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/tools/index_bam.cwl#indexed_bam>
        cwl:outputBinding   [ CommandOutputBinding:glob
                          "$(inputs.bam.basename)" ] ;
        cwl:secondaryFiles  []  ;
        cwl:secondaryFiles  []  ;
        sld:type            cwl:File .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#transcript_to_gene/transcript_table_h5>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#kallisto/expression_transcript_h5> .

<https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#stringtie/sample_name>
        cwl:source  <https://w3id.org/cwl/view/git/026bba9511561246ad65458f0f55c88cead26fbd/definitions/pipelines/rnaseq.cwl#sample_name> .
