lingzhi227's picture
Upload tasks/phage-characterization/run_script.sh with huggingface_hub
67a2534 verified
#!/bin/bash
set -e
# =============================================================================
# Task 21: Phage Genome Characterization
#
# DAG (depth 5, fan-out from assembly):
#
# L0: reads
# L1: fastp (trim)
# L2: shovill (assemble)
# ├────────────────────────────────────────┐
# L3: pharokka (phage annotation) checkv (quality)
# │ │
# L4: functional summary completeness report
# │ │
# ├── abricate VFDB (virulence) │
# └────────────────────────────────────────┘
# L5: MERGE
# =============================================================================
THREADS=$(( $(nproc) > 8 ? 8 : $(nproc) ))
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
DATA="${SCRIPT_DIR}/data"
REF="${SCRIPT_DIR}/reference"
OUT="${SCRIPT_DIR}/outputs"
RES="${SCRIPT_DIR}/results"
PHAROKKA_DB="/pscratch/sd/l/lingzhi/pharokka_db"
CHECKV_DB="/pscratch/sd/l/lingzhi/checkv_db/checkv-db-v1.5"
log_step() {
echo "=================================================================="
echo "STEP: $1"
echo "$(date)"
echo "=================================================================="
}
mkdir -p "${OUT}"/{trimmed,assembly,pharokka,checkv,vfdb} "${RES}"
# ===========================================================================
# L1: Trimming
# ===========================================================================
log_step "L1: fastp"
if [ ! -f "${OUT}/trimmed/R1.fastq.gz" ]; then
fastp --in1 "${DATA}/reads_R1.fastq.gz" --in2 "${DATA}/reads_R2.fastq.gz" \
--out1 "${OUT}/trimmed/R1.fastq.gz" --out2 "${OUT}/trimmed/R2.fastq.gz" \
--detect_adapter_for_pe --thread ${THREADS} \
--json "${OUT}/trimmed/fastp.json"
else echo "Skipping (exists)"; fi
# ===========================================================================
# L2: Assembly
# ===========================================================================
log_step "L2: MEGAHIT assembly"
if [ ! -f "${OUT}/assembly/final.contigs.fa" ]; then
megahit -1 "${OUT}/trimmed/R1.fastq.gz" -2 "${OUT}/trimmed/R2.fastq.gz" \
-o "${OUT}/assembly" -t ${THREADS} --min-contig-len 500
else echo "Skipping (exists)"; fi
CONTIGS="${OUT}/assembly/final.contigs.fa"
# ===========================================================================
# L3-A: Pharokka phage-specific annotation
# ===========================================================================
log_step "L3-A: pharokka annotation"
if [ ! -f "${OUT}/pharokka/pharokka_final.gff" ]; then
pharokka.py -i "${CONTIGS}" -o "${OUT}/pharokka" \
-d "${PHAROKKA_DB}" -t ${THREADS} --force 2>&1 || {
echo "WARNING: pharokka failed, falling back to prokka --kingdom Viruses"
prokka "${CONTIGS}" --outdir "${OUT}/pharokka" --prefix pharokka_final \
--cpus ${THREADS} --kingdom Viruses --force 2>&1 || true
}
else echo "Skipping (exists)"; fi
# ===========================================================================
# L3-B: CheckV quality assessment
# ===========================================================================
log_step "L3-B: checkv quality"
if [ ! -f "${OUT}/checkv/quality_summary.tsv" ]; then
if [ -d "${CHECKV_DB}" ]; then
checkv end_to_end "${CONTIGS}" "${OUT}/checkv" -d "${CHECKV_DB}" -t ${THREADS} 2>&1 || true
else
echo "WARNING: CheckV database not found"
mkdir -p "${OUT}/checkv"
touch "${OUT}/checkv/quality_summary.tsv"
fi
else echo "Skipping (exists)"; fi
# ===========================================================================
# L3-C: Virulence factor detection
# ===========================================================================
log_step "L3-C: abricate VFDB"
if [ ! -f "${OUT}/vfdb/vfdb_results.tsv" ]; then
abricate "${CONTIGS}" --db vfdb --minid 80 --mincov 60 > "${OUT}/vfdb/vfdb_results.tsv" 2>/dev/null || true
else echo "Skipping (exists)"; fi
# ===========================================================================
# L4: Parse results
# ===========================================================================
log_step "L4: Parse annotation results"
# Pharokka stats
PHAROKKA_GFF="${OUT}/pharokka/pharokka.gff"
if [ -f "${PHAROKKA_GFF}" ]; then
CDS=$(grep -c "CDS" "${PHAROKKA_GFF}" 2>/dev/null || echo "0")
TRNA=$(grep -c "tRNA" "${OUT}/pharokka/pharokka_aragorn.gff" 2>/dev/null || true)
TRNA=${TRNA:-0}
# Count functional categories from pharokka GFF product annotations
LYSIS=$(grep -ic "lysis\|holin\|endolysin\|spanin\|lysozyme" "${PHAROKKA_GFF}" 2>/dev/null || echo "0")
LYSOGENY=$(grep -ic "integrase\|repressor\|lysogeny\|excisionase" "${PHAROKKA_GFF}" 2>/dev/null || echo "0")
REPLICATION=$(grep -ic "helicase\|primase\|polymerase\|replication\|SSB" "${PHAROKKA_GFF}" 2>/dev/null || echo "0")
STRUCTURAL=$(grep -ic "capsid\|tail\|baseplate\|head\|portal\|sheath\|fiber" "${PHAROKKA_GFF}" 2>/dev/null || echo "0")
# Get top MASH hit for taxonomy
TAXONOMY=$(tail -1 "${OUT}/pharokka/pharokka_top_hits_mash_inphared.tsv" 2>/dev/null | cut -f6 || echo "Unknown")
else
CDS=0; TRNA=0; LYSIS=0; LYSOGENY=0; REPLICATION=0; STRUCTURAL=0; TAXONOMY="Unknown"
fi
# CheckV stats
if [ -s "${OUT}/checkv/quality_summary.tsv" ]; then
QUALITY=$(tail -1 "${OUT}/checkv/quality_summary.tsv" | cut -f8 || echo "N/A")
COMPLETENESS=$(tail -1 "${OUT}/checkv/quality_summary.tsv" | cut -f10 || echo "N/A")
CONTAMINATION=$(tail -1 "${OUT}/checkv/quality_summary.tsv" | cut -f12 || echo "N/A")
else
QUALITY="N/A"; COMPLETENESS="N/A"; CONTAMINATION="N/A"
fi
# Assembly stats
NUM_CONTIGS=$(grep -c ">" "${CONTIGS}" || echo "0")
TOTAL_LEN=$(awk '/^>/{if(l)print l; l=0; next}{l+=length}END{print l}' "${CONTIGS}" || echo "0")
GC=$(awk '/^>/{next}{s+=length; gc+=gsub(/[GCgc]/,"&")}END{printf "%.2f",gc/s*100}' "${CONTIGS}" || echo "0")
# Virulence
VF_COUNT=$(tail -n +2 "${OUT}/vfdb/vfdb_results.tsv" 2>/dev/null | wc -l | tr -d ' ' || echo "0")
# ===========================================================================
# L5: MERGE
# ===========================================================================
log_step "L5-MERGE"
cat > "${RES}/phage_report.csv" << CSVEOF
metric,value
genome_length,${TOTAL_LEN}
num_contigs,${NUM_CONTIGS}
gc_content,${GC}
closest_hit,${TAXONOMY}
cds_count,${CDS}
trna_count,${TRNA}
lysis_genes,${LYSIS}
lysogeny_genes,${LYSOGENY}
replication_genes,${REPLICATION}
structural_genes,${STRUCTURAL}
checkv_quality,${QUALITY}
checkv_completeness,${COMPLETENESS}
virulence_factors,${VF_COUNT}
CSVEOF
echo ""
echo "=== Pipeline complete ==="
cat "${RES}/phage_report.csv"
echo ""
ls -lh "${RES}/"