#!/bin/bash
### ---
### name: 'DAQ:MULTIQC (REGRESSION)'
### container: '292967571998.dkr.ecr.us-west-2.amazonaws.com/daq/seqtool-multiqc:1.0.0'
### outputs:
### - '*multiqc_report.html'
### - '*_data'
### - 'versions.yml'
### ...
set -e
set -u
NXF_DEBUG=${NXF_DEBUG:=0}; [[ $NXF_DEBUG > 1 ]] && set -x
NXF_ENTRY=${1:-nxf_main}

nxf_tree() {
    local pid=$1

    declare -a ALL_CHILDREN
    while read P PP;do
        ALL_CHILDREN[$PP]+=" $P"
    done < <(ps -e -o pid= -o ppid=)

    pstat() {
        local x_pid=$1
        local STATUS=$(2> /dev/null < /proc/$1/status grep -E 'Vm|ctxt')

        if [ $? = 0 ]; then
        local  x_vsz=$(echo "$STATUS" | grep VmSize | awk '{print $2}' || echo -n '0')
        local  x_rss=$(echo "$STATUS" | grep VmRSS | awk '{print $2}' || echo -n '0')
        local x_peak=$(echo "$STATUS" | grep -E 'VmPeak|VmHWM' | sed 's/^.*:\s*//' | sed 's/[\sa-zA-Z]*$//' | tr '\n' ' ' || echo -n '0 0')
        local x_pmem=$(awk -v rss=$x_rss -v mem_tot=$mem_tot 'BEGIN {printf "%.0f", rss/mem_tot*100*10}' || echo -n '0')
        local vol_ctxt=$(echo "$STATUS" | grep '\bvoluntary_ctxt_switches' | awk '{print $2}' || echo -n '0')
        local inv_ctxt=$(echo "$STATUS" | grep '\bnonvoluntary_ctxt_switches' | awk '{print $2}' || echo -n '0')
        cpu_stat[x_pid]="$x_pid $x_pmem $x_vsz $x_rss $x_peak $vol_ctxt $inv_ctxt"
        fi
    }

    pwalk() {
        pstat $1
        for i in ${ALL_CHILDREN[$1]:=}; do pwalk $i; done
    }

    pwalk $1
}

nxf_stat() {
    cpu_stat=()
    nxf_tree $1

    declare -a sum=(0 0 0 0 0 0 0 0)
    local pid
    local i
    for pid in "${!cpu_stat[@]}"; do
        local row=(${cpu_stat[pid]})
        [ $NXF_DEBUG = 1 ] && echo "++ stat mem=${row[*]}"
        for i in "${!row[@]}"; do
        if [ $i != 0 ]; then
            sum[i]=$((sum[i]+row[i]))
        fi
        done
    done

    [ $NXF_DEBUG = 1 ] && echo -e "++ stat SUM=${sum[*]}"

    for i in {1..7}; do
        if [ ${sum[i]} -lt ${cpu_peak[i]} ]; then
            sum[i]=${cpu_peak[i]}
        else
            cpu_peak[i]=${sum[i]}
        fi
    done

    [ $NXF_DEBUG = 1 ] && echo -e "++ stat PEAK=${sum[*]}\n"
    nxf_stat_ret=(${sum[*]})
}

nxf_mem_watch() {
    set -o pipefail
    local pid=$1
    local trace_file=.command.trace
    local count=0;
    declare -a cpu_stat=(0 0 0 0 0 0 0 0)
    declare -a cpu_peak=(0 0 0 0 0 0 0 0)
    local mem_tot=$(< /proc/meminfo grep MemTotal | awk '{print $2}')
    local timeout
    local DONE
    local STOP=''

    [ $NXF_DEBUG = 1 ] && nxf_sleep 0.2 && ps fx

    while true; do
        nxf_stat $pid
        if [ $count -lt 10 ]; then timeout=1;
        elif [ $count -lt 120 ]; then timeout=5;
        else timeout=30;
        fi
        read -t $timeout -r DONE || true
        [[ $DONE ]] && break
        if [ ! -e /proc/$pid ]; then
            [ ! $STOP ] && STOP=$(nxf_date)
            [ $(($(nxf_date)-STOP)) -gt 10000 ] && break
        fi
        count=$((count+1))
    done

    printf "%s\n" \
        "%mem=${nxf_stat_ret[1]}" \
        "vmem=${nxf_stat_ret[2]}" \
        "rss=${nxf_stat_ret[3]}" \
        "peak_vmem=${nxf_stat_ret[4]}" \
        "peak_rss=${nxf_stat_ret[5]}" \
        "vol_ctxt=${nxf_stat_ret[6]}" \
        "inv_ctxt=${nxf_stat_ret[7]}" >> "$trace_file" || >&2 echo "Error: Failed to append to file: $trace_file"
}

nxf_write_trace() {
    printf "%s\n" \
        "nextflow.trace/v2" \
        "realtime=$wall_time" \
        "%cpu=$ucpu" \
        "cpu_model=$cpu_model" \
        "rchar=${io_stat1[0]}" \
        "wchar=${io_stat1[1]}" \
        "syscr=${io_stat1[2]}" \
        "syscw=${io_stat1[3]}" \
        "read_bytes=${io_stat1[4]}" \
        "write_bytes=${io_stat1[5]}" >| "$trace_file" || >&2 echo "Error: Failed to write to file: $trace_file"
}

nxf_trace_mac() {
    local start_millis=$(nxf_date)

    /bin/bash -Ceuo pipefail .command.sh

    local end_millis=$(nxf_date)
    local wall_time=$((end_millis-start_millis))
    local ucpu=''
    local cpu_model=''
    local io_stat1=('' '' '' '' '' '')
    nxf_write_trace
}

nxf_fd() {
    local FD=11
    while [ -e /proc/$$/fd/$FD ]; do FD=$((FD+1)); done
    echo $FD
}

nxf_trace_linux() {
    local pid=$$
    command -v ps &>/dev/null || { >&2 echo "Command 'ps' required by nextflow to collect task metrics cannot be found"; exit 1; }
    local num_cpus=$(< /proc/cpuinfo grep '^processor' -c)
    local cpu_model=$(< /proc/cpuinfo grep '^model name' | head -n 1 | awk 'BEGIN{FS="\t: "} { print $2 }')
    local tot_time0=$(grep '^cpu ' /proc/stat | awk '{sum=$2+$3+$4+$5+$6+$7+$8+$9; printf "%.0f",sum}')
    local cpu_time0=$(2> /dev/null < /proc/$pid/stat awk '{printf "%.0f", ($16+$17)*10 }' || echo -n 'X')
    local io_stat0=($(2> /dev/null < /proc/$pid/io sed 's/^.*:\s*//' | head -n 6 | tr '\n' ' ' || echo -n '0 0 0 0 0 0'))
    local start_millis=$(nxf_date)
    trap 'kill $mem_proc' ERR
    
    /bin/bash -Ceuo pipefail .command.sh &
    local task=$!

    mem_fd=$(nxf_fd)
    eval "exec $mem_fd> >(nxf_mem_watch $task)"
    local mem_proc=$!

    wait $task

    local end_millis=$(nxf_date)
    local tot_time1=$(grep '^cpu ' /proc/stat | awk '{sum=$2+$3+$4+$5+$6+$7+$8+$9; printf "%.0f",sum}')
    local cpu_time1=$(2> /dev/null < /proc/$pid/stat awk '{printf "%.0f", ($16+$17)*10 }' || echo -n 'X')
    local ucpu=$(awk -v p1=$cpu_time1 -v p0=$cpu_time0 -v t1=$tot_time1 -v t0=$tot_time0 -v n=$num_cpus 'BEGIN { pct=(p1-p0)/(t1-t0)*100*n; printf("%.0f", pct>0 ? pct : 0) }' )

    local io_stat1=($(2> /dev/null < /proc/$pid/io sed 's/^.*:\s*//' | head -n 6 | tr '\n' ' ' || echo -n '0 0 0 0 0 0'))
    local i
    for i in {0..5}; do
        io_stat1[i]=$((io_stat1[i]-io_stat0[i]))
    done

    local wall_time=$((end_millis-start_millis))
    [ $NXF_DEBUG = 1 ] && echo "+++ STATS %CPU=$ucpu TIME=$wall_time I/O=${io_stat1[*]}"

    printf "%s\n" \
        "nextflow.trace/v2" \
        "realtime=$wall_time" \
        "%cpu=$ucpu" \
        "cpu_model=$cpu_model" \
        "rchar=${io_stat1[0]}" \
        "wchar=${io_stat1[1]}" \
        "syscr=${io_stat1[2]}" \
        "syscw=${io_stat1[3]}" \
        "read_bytes=${io_stat1[4]}" \
        "write_bytes=${io_stat1[5]}" >| "$trace_file" || >&2 echo "Error: Failed to write to file: $trace_file"

    [ -e /proc/$mem_proc ] && eval "echo 'DONE' >&$mem_fd" || true
    wait $mem_proc 2>/dev/null || true
    while [ -e /proc/$mem_proc ]; do nxf_sleep 0.1; done
}

nxf_trace() {
    local trace_file=.command.trace
    touch $trace_file
    if [[ $(uname) = Darwin ]]; then
        nxf_trace_mac
    else
        nxf_trace_linux
    fi
}
# bash helper functions
nxf_cp_retry() {
    local max_attempts=1
    local timeout=10
    local attempt=0
    local exitCode=0
    while (( $attempt < $max_attempts ))
    do
      if "$@"
        then
          return 0
      else
        exitCode=$?
      fi
      if [[ $exitCode == 0 ]]
      then
        break
      fi
      nxf_sleep $timeout
      attempt=$(( attempt + 1 ))
      timeout=$(( timeout * 2 ))
    done
}

nxf_parallel() {
    IFS=$'\n'
    local cmd=("$@")
    local cpus=$(nproc 2>/dev/null || < /proc/cpuinfo grep '^process' -c)
    local max=$(if (( cpus>4 )); then echo 4; else echo $cpus; fi)
    local i=0
    local pid=()
    (
    set +u
    while ((i<${#cmd[@]})); do
        local copy=()
        for x in "${pid[@]}"; do
          # if the process exist, keep in the 'copy' array, otherwise wait on it to capture the exit code
          # see https://github.com/nextflow-io/nextflow/pull/4050
          [[ -e /proc/$x ]] && copy+=($x) || wait $x
        done
        pid=("${copy[@]}")

        if ((${#pid[@]}>=$max)); then
          nxf_sleep 0.2
        else
          eval "${cmd[$i]}" &
          pid+=($!)
          ((i+=1))
        fi
    done
    for p in "${pid[@]}"; do
        wait $p
    done
    )
    unset IFS
}

# aws helper for s5cmd
nxf_s3_upload() {
    local name=$1
    local s3path=$2
    if [[ "$name" == - ]]; then
      local tmp=$(nxf_mktemp)
      cp /dev/stdin $tmp/$name
      /opt/s5cmd/bin/s5cmd --log error cp --storage-class STANDARD $tmp/$name "$s3path"
    elif [[ -d "$name" ]]; then
      /opt/s5cmd/bin/s5cmd --log error cp --storage-class STANDARD "$name/" "$s3path/$name/"
    else
      /opt/s5cmd/bin/s5cmd --log error cp --storage-class STANDARD "$name" "$s3path/$name"
    fi
}

nxf_s3_download() {
    local source=$1
    local target=$2
    echo "  Downloading: $source"
    local file_name=$(basename $1)
    local is_dir=$(/opt/s5cmd/bin/s5cmd ls $source | grep -F "DIR  ${file_name}/" -c)
    if [[ $is_dir == 1 ]]; then
        /opt/s5cmd/bin/s5cmd --log error cp "$source/*" "$target"
    else
        /opt/s5cmd/bin/s5cmd --log error cp "$source" "$target"
    fi
}

nxf_sleep() {
  sleep $1 2>/dev/null || sleep 1;
}

nxf_date() {
    local ts=$(date +%s%3N);
    if [[ ${#ts} == 10 ]]; then echo ${ts}000
    elif [[ $ts == *%3N ]]; then echo ${ts/\%3N/000}
    elif [[ $ts == *3N ]]; then echo ${ts/3N/000}
    elif [[ ${#ts} == 13 ]]; then echo $ts
    else echo "Unexpected timestamp value: $ts"; exit 1
    fi
}

nxf_env() {
    echo '============= task environment ============='
    env | sort | sed "s/\(.*\)AWS\(.*\)=\(.\{6\}\).*/\1AWS\2=\3xxxxxxxxxxxxx/"
    echo '============= task output =================='
}

nxf_kill() {
    declare -a children
    while read P PP;do
        children[$PP]+=" $P"
    done < <(ps -e -o pid= -o ppid=)

    kill_all() {
        [[ $1 != $$ ]] && kill $1 2>/dev/null || true
        for i in ${children[$1]:=}; do kill_all $i; done
    }

    kill_all $1
}

nxf_mktemp() {
    local base=${1:-/tmp}
    mkdir -p "$base"
    if [[ $(uname) = Darwin ]]; then mktemp -d $base/nxf.XXXXXXXXXX
    else TMPDIR="$base" mktemp -d -t nxf.XXXXXXXXXX
    fi
}

nxf_fs_copy() {
  local source=$1
  local target=$2
  local basedir=$(dirname $1)
  mkdir -p $target/$basedir
  cp -fRL $source $target/$basedir
}

nxf_fs_move() {
  local source=$1
  local target=$2
  local basedir=$(dirname $1)
  mkdir -p $target/$basedir
  mv -f $source $target/$basedir
}

nxf_fs_rsync() {
  rsync -rRl $1 $2
}

nxf_fs_rclone() {
  rclone copyto $1 $2/$1
}

nxf_fs_fcp() {
  fcp $1 $2/$1
}

on_exit() {
    local last_err=$?
    local exit_status=${nxf_main_ret:=0}
    [[ ${exit_status} -eq 0 && ${nxf_unstage_ret:=0} -ne 0 ]] && exit_status=${nxf_unstage_ret:=0}
    [[ ${exit_status} -eq 0 && ${last_err} -ne 0 ]] && exit_status=${last_err}
    printf -- $exit_status | nxf_s3_upload - s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e/.exitcode || true
    set +u
    rm -rf $NXF_SCRATCH || true
    exit $exit_status
}

on_term() {
    set +e
    [[ "$pid" ]] && nxf_kill $pid
}

nxf_launch() {
    /bin/bash -Ceuo pipefail .command.run nxf_trace
}

nxf_stage() {
    true
    # stage input files
    downloads=(true)
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/1f9f964e30ee50fe686124a6b88125/output/Reports/Adapter_Metrics.csv 41/Adapter_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/21/4266d1ff96568debbc7a893c00842c/HCC1395_BL.fastp.json 125/HCC1395_BL.fastp.json")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6e/08e6b3f65b7a9c67907262130bdda1/Sig_18_Blood.md.metrics 138/Sig_18_Blood.md.metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/depth_stats.altera_v3_targets_noncoding_postQC_hg38.bed.tsv 263/depth_stats.altera_v3_targets_noncoding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/74/d7f023c467653b312835b05a428849/output/Reports/Demultiplex_Detailed_Stats.csv 29/Demultiplex_Detailed_Stats.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/30/fd30c0a5c8602cc64df121f9121167/HCC1395_tumor_xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.sentieon.hs_metrics 194/HCC1395_tumor_xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.sentieon.hs_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/total_base_counts.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv 304/total_base_counts.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/total_base_counts.altera_v3_targets_coding_postQC_hg38.bed.tsv 298/total_base_counts.altera_v3_targets_coding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/read_qc.foresight_clarity_targets_hg38.bed.tsv 235/read_qc.foresight_clarity_targets_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6c/bdb06d598773766367b9b7d1dee966/Sig_18_Blood.sentieon.quality_by_cycle_metrics 150/Sig_18_Blood.sentieon.quality_by_cycle_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/4e/8cf12aa6802f2ac755a7f8505af90d/Sig_18_tissue.fastp.json 129/Sig_18_tissue.fastp.json")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/saturation_qc.tsv 394/saturation_qc.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue_basic_stats.tsv 256/Sig_18_tissue_basic_stats.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/read_qc.altera_v3_targets_coding_postQC_hg38.bed.tsv 330/read_qc.altera_v3_targets_coding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/reads_per_target.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv 393/reads_per_target.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/depth_stats.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv 315/depth_stats.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/reads_per_target.foresight_clarity_targets_hg38.bed.tsv 243/reads_per_target.foresight_clarity_targets_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/1f9f964e30ee50fe686124a6b88125/output/Reports/Quality_Metrics.csv 47/Quality_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/gc_bias_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv 222/gc_bias_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/f5/9597b0c36ff4aa1c68335728352e6f/output/Reports/Demultiplex_Tile_Stats.csv 70/Demultiplex_Tile_Stats.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a1/e67b5bdbdec0f817e2b6c6ed8e972e/HCC1395_tumor_FINAL_hotspot_list_07302025_hg38_sorted.sentieon.hs_metrics 199/HCC1395_tumor_FINAL_hotspot_list_07302025_hg38_sorted.sentieon.hs_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/Sig_18_tissue.md.noise_summary.tsv 210/Sig_18_tissue.md.noise_summary.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/74/d7f023c467653b312835b05a428849/output/Reports/Top_Unknown_Barcodes.csv 38/Top_Unknown_Barcodes.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/0c/0e6d4e8e26d32355e35bf81524b974/output/Reports/Demultiplex_Stats.csv 17/Demultiplex_Stats.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/fragsize.fragsize.table 367/fragsize.fragsize.table")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/read_qc.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv 334/read_qc.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/7d/08f457530416c4a33adba6c883fa95/Sig_18_Blood_xgen-exome-hyb-panel-v2-targets-hg38_minus_altera_v3_targets_postQC_hg38.sentieon.hs_metrics 190/Sig_18_Blood_xgen-exome-hyb-panel-v2-targets-hg38_minus_altera_v3_targets_postQC_hg38.sentieon.hs_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/read_qc.altera_v3_targets_postQC_hg38.bed.tsv 381/read_qc.altera_v3_targets_postQC_hg38.bed.tsv")
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    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/be/c0b9768c3709aea5a5fcbe4a5e020a/Sig_18_Blood.stats 155/Sig_18_Blood.stats")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv 250/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv 348/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6c/bdb06d598773766367b9b7d1dee966/Sig_18_Blood.sentieon.base_distribution_by_cycle_metrics 148/Sig_18_Blood.sentieon.base_distribution_by_cycle_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/e2/0dd3c24cc0d9977f27fde658f2ad1a/Sig_18_tissue.fastp.json 116/Sig_18_tissue.fastp.json")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/7d/14a9d2131039cbb9f88391b7c650f4/output/Reports/Quality_Tile_Metrics.csv 100/Quality_Tile_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/7d/14a9d2131039cbb9f88391b7c650f4/output/Reports/Index_Hopping_Counts.csv 98/Index_Hopping_Counts.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/depth_stats.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv 317/depth_stats.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv 397/total_base_counts.altera_v3_targets_noncoding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/total_base_counts.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv 402/total_base_counts.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/74/d7f023c467653b312835b05a428849/output/Reports/RunInfo.xml 36/RunInfo.xml")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/26/114d282d1d21295141844ef0df8ebf/Sig_18_tissue_FINAL_hotspot_list_07302025_hg38_sorted.sentieon.hs_metrics 175/Sig_18_tissue_FINAL_hotspot_list_07302025_hg38_sorted.sentieon.hs_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8a/e3e993471dc1de376cb7e89d394cdf/output/Reports/Top_Unknown_Barcodes.csv 12/Top_Unknown_Barcodes.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8a/e3e993471dc1de376cb7e89d394cdf/output/Reports/Adapter_Metrics.csv 2/Adapter_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/gc_bias_qc.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv 229/gc_bias_qc.xgen-exome-hyb-panel-v2_AND_altera_v3_probes_short_hg38_AND_cdx_spike_custom30off4x_hg38_AND_foresight_clarity_footprint.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/total_base_counts.altera_v3_targets_coding_postQC_hg38.bed.tsv 347/total_base_counts.altera_v3_targets_coding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b3/f4f476b76b9fced494ab42312ab523/HCC1395_BL.sentieon.insert_size_metrics 178/HCC1395_BL.sentieon.insert_size_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/gc_bias_qc.altera_v3_targets_postQC_hg38.bed.tsv 274/gc_bias_qc.altera_v3_targets_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/full_bed.bed 368/full_bed.bed")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8a/e3e993471dc1de376cb7e89d394cdf/output/Reports/Quality_Tile_Metrics.csv 9/Quality_Tile_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/0c/0e6d4e8e26d32355e35bf81524b974/output/Reports/Quality_Metrics.csv 21/Quality_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/21/97b5772377cafb38348a85b5b901c6/HCC1395_tumor_altera_v3_targets_postQC_hg38.sentieon.hs_metrics 195/HCC1395_tumor_altera_v3_targets_postQC_hg38.sentieon.hs_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8a/e3e993471dc1de376cb7e89d394cdf/output/Reports/Adapter_Cycle_Metrics.csv 1/Adapter_Cycle_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/7c5c6a82e361917659b8492b9da556/Sig_18_tissue.sentieon.quality_by_cycle_metrics 144/Sig_18_tissue.sentieon.quality_by_cycle_metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/contamination.tsv 358/contamination.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/de3c9d40f339c41944c26933acc63e/HCC1395_tumor/HCC1395_tumor.md/HCC1395_tumor.md.depth_hist.tsv 307/HCC1395_tumor.md.depth_hist.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/gc_bias_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv 271/gc_bias_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/total_base_counts.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv 400/total_base_counts.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/89/f54bd745642f4d9a3c90b1f8390f54/HCC1395_tumor.fastp.json 133/HCC1395_tumor.fastp.json")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a3/2cfbc7f860959d8632dcbc98de8d5a/Sig_18_Blood/Sig_18_Blood.md/reads_per_target.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv 293/reads_per_target.xgen-exome-hyb-panel-v2-targets-hg38_AND_altera_v3_targets_postQC_hg38_AND_foresight_clarity.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/total_base_counts.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv 248/total_base_counts.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/f5/9597b0c36ff4aa1c68335728352e6f/output/Reports/Adapter_Metrics.csv 67/Adapter_Metrics.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/full_bed.bed 221/full_bed.bed")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a5/b12e9b0330ce31ba6dc1bf33e9436f/Sig_18_Blood.fastp.json 106/Sig_18_Blood.fastp.json")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/61/95cab88e76d59d751c56b5667941ac/output/Reports/Top_Unknown_Barcodes.csv 64/Top_Unknown_Barcodes.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/26/bdb804792874396554f8c9a3111296/HCC1395_tumor.md.metrics 139/HCC1395_tumor.md.metrics")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/read_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv 231/read_qc.FINAL_hotspot_list_07302025_hg38_sorted.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/61/95cab88e76d59d751c56b5667941ac/output/Reports/Demultiplex_Tile_Stats.csv 57/Demultiplex_Tile_Stats.csv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/read_qc.altera_v3_targets_noncoding_postQC_hg38.bed.tsv 233/read_qc.altera_v3_targets_noncoding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b8/aba87fc9725b7c9d4f0f114339551a/Sig_18_tissue/Sig_18_tissue.md/qc_complete.txt 230/qc_complete.txt")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/27/dab39886c15762b83545c138ec940b/HCC1395_BL/HCC1395_BL.md/reads_per_target.altera_v3_targets_coding_postQC_hg38.bed.tsv 387/reads_per_target.altera_v3_targets_coding_postQC_hg38.bed.tsv")
    downloads+=("nxf_s3_download s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/5c/cb041f61a49091826906da1ee3d613/Sig_18_Blood_altera_v3_targets_coding_postQC_hg38.sentieon.hs_metrics 188/Sig_18_Blood_altera_v3_targets_coding_postQC_hg38.sentieon.hs_metrics")
    nxf_parallel "${downloads[@]}"
    echo "==> STAGING COMPLETE (406 inputs)"
    echo ""
}

nxf_unstage_outputs() {
    true
    uploads=()
    IFS=$'\n'
    for name in $(eval "ls -1d *multiqc_report.html *_data versions.yml" | sort | uniq); do
        uploads+=("nxf_s3_upload '$name' s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e")
    done
    unset IFS
    nxf_parallel "${uploads[@]}"
}

nxf_unstage_controls() {
    true
    nxf_s3_upload .command.out s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e || true
    nxf_s3_upload .command.err s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e || true
    nxf_s3_upload .command.trace s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e || true
}

nxf_unstage() {
    if [[ ${nxf_main_ret:=0} == 0 ]]; then
        (set -e -o pipefail; (nxf_unstage_outputs | tee -a .command.out) 3>&1 1>&2 2>&3 | tee -a .command.err)
        nxf_unstage_ret=$?
    fi
    nxf_unstage_controls
}

nxf_main() {
    trap on_exit EXIT
    trap on_term TERM INT USR2
    trap '' USR1

    [[ "${NXF_CHDIR:-}" ]] && cd "$NXF_CHDIR"
    NXF_SCRATCH="$(set +u; nxf_mktemp /tmp)"
    [[ $NXF_DEBUG > 0 ]] && nxf_env
    echo start | nxf_s3_upload - s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/35/e615680aff4271540d950cc8937a1e/.command.begin
    set +u
    set -u
    /opt/s5cmd/bin/s5cmd --log error cp "s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/tmp/15/fef13e24e72bed26f757dd1a01476d/bin/*" $NXF_SCRATCH/nextflow-bin/
    chmod +x $NXF_SCRATCH/nextflow-bin/* || true
    export PATH=$NXF_SCRATCH/nextflow-bin:$PATH
    [[ $NXF_SCRATCH ]] && cd $NXF_SCRATCH
    export NXF_TASK_WORKDIR="$PWD"
    nxf_stage

    set +e
    (set -o pipefail; (nxf_launch | tee .command.out) 3>&1 1>&2 2>&3 | tee .command.err) &
    pid=$!
    wait $pid || nxf_main_ret=$?
    nxf_unstage
}

$NXF_ENTRY