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digital-patients/stage_data.nf

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nextflow.enable.dsl=2
process STAGE_DATA {
container 'harbor.cluster.omic.ai/omic/digital-patients/synthea:cudf'
memory '4 GB'
cpus 2
script:
"""
#!/opt/conda/envs/synthea/bin/python3
import subprocess, os, sys
BASE = "/omic/eureka/digital-patients"
def run(cmd):
print(f"RUN: {cmd}", flush=True)
r = subprocess.run(cmd, shell=True, capture_output=True, text=True)
if r.stdout: print(r.stdout, flush=True)
if r.stderr: print(r.stderr, flush=True)
return r.returncode
print("=== Cleaning up old _parts directories ===", flush=True)
run(f"find {BASE} -name '*_parts' -type d -exec rm -rf {{}} + 2>/dev/null || true")
print("=== Creating directory structure ===", flush=True)
for d in ["imputed", "healthy", "supporting-data/vcf", "supporting-data/ucsc-liftover", "supporting-data/genome", "output"]:
os.makedirs(f"{BASE}/{d}", exist_ok=True)
print("=== Current PVC state ===", flush=True)
run(f"ls -la {BASE}/")
print("=== Installing sshpass ===", flush=True)
# Try conda first, then apt
rc = run("conda install -y -c conda-forge sshpass 2>/dev/null || apt-get update -qq && apt-get install -y -qq sshpass 2>/dev/null || pip install sshpass 2>/dev/null")
# Check if sshpass is available
rc = run("which sshpass || echo 'sshpass not found, trying expect'")
# If sshpass not available, use expect or python paramiko
has_sshpass = subprocess.run("which sshpass", shell=True, capture_output=True).returncode == 0
def download(remote, local_path):
if os.path.isfile(local_path):
size = os.path.getsize(local_path)
print(f"SKIP (exists, {size} bytes): {local_path}", flush=True)
return True
print(f"Downloading: {remote} -> {local_path}", flush=True)
if has_sshpass:
cmd = f"sshpass -p 'bl3rg3r5' scp -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null -P 9100 'omic@nucleus.omic.ai:{remote}' '{local_path}'"
else:
# Fallback: use expect
cmd = f'''expect -c "
set timeout 3600
spawn scp -o StrictHostKeyChecking=no -P 9100 omic@nucleus.omic.ai:{remote} {local_path}
expect \\"password:\\"
send \\"bl3rg3r5\\r\\"
expect eof
"'''
rc = run(cmd)
if rc == 0 and os.path.isfile(local_path):
size = os.path.getsize(local_path)
print(f" OK: {size} bytes", flush=True)
return True
else:
print(f" FAILED (rc={rc})", flush=True)
return False
files = [
("/mnt/Avatar/imputed/ukbb/imputed/F5_SCHIZO.gwas.imputed_v3.both_sexes.tsv.bgz", f"{BASE}/imputed/F5_SCHIZO.gwas.imputed_v3.both_sexes.tsv.bgz"),
("/mnt/Avatar/imputed/ukbb/imputed/F5_SCHIZO.gwas.imputed_v3.female.tsv.bgz", f"{BASE}/imputed/F5_SCHIZO.gwas.imputed_v3.female.tsv.bgz"),
("/mnt/Avatar/imputed/ukbb/imputed/F5_SCHIZO.gwas.imputed_v3.male.tsv.bgz", f"{BASE}/imputed/F5_SCHIZO.gwas.imputed_v3.male.tsv.bgz"),
("/mnt/Avatar/digital_patient/gnomad.genomes.v4.1.sites.female.txt", f"{BASE}/healthy/gnomad.genomes.v4.1.sites.female.txt"),
("/mnt/Avatar/digital_patient/gnomad.genomes.v4.1.sites.male.txt", f"{BASE}/healthy/gnomad.genomes.v4.1.sites.male.txt"),
("/mnt/Avatar/dd/synthea/supporting-data/genome/hg38.fa", f"{BASE}/supporting-data/genome/hg38.fa"),
("/mnt/Avatar/dd/synthea/supporting-data/genome/hg38.dict", f"{BASE}/supporting-data/genome/hg38.dict"),
("/mnt/Avatar/dd/synthea/supporting-data/ucsc-liftover/hg19ToHg38.over.chain.gz", f"{BASE}/supporting-data/ucsc-liftover/hg19ToHg38.over.chain.gz"),
("/mnt/Avatar/dd/synthea/supporting-data/vcf/vcf_template.vcf", f"{BASE}/supporting-data/vcf/vcf_template.vcf"),
("/mnt/Avatar/imputed/ukbb/metadata/ukbb_phenotypes.csv", f"{BASE}/ukbb_phenotypes_filtered.csv"),
]
print("=== Downloading files ===", flush=True)
ok = 0
fail = 0
for remote, local in files:
if download(remote, local):
ok += 1
else:
fail += 1
print(f"\\n=== Download results: {ok} ok, {fail} failed ===", flush=True)
print("\\n=== Final verification ===", flush=True)
run(f"echo 'Imputed:' && ls -lh {BASE}/imputed/*.bgz 2>/dev/null || echo ' NONE'")
run(f"echo 'Healthy:' && ls -lh {BASE}/healthy/*.txt 2>/dev/null || echo ' NONE'")
run(f"echo 'Genome:' && ls -lh {BASE}/supporting-data/genome/* 2>/dev/null || echo ' NONE'")
run(f"echo 'Support:' && ls -lh {BASE}/supporting-data/vcf/* {BASE}/supporting-data/ucsc-liftover/* 2>/dev/null || echo ' NONE'")
run(f"echo 'Small:' && ls -lh {BASE}/MANE* {BASE}/regulon* {BASE}/LM22* {BASE}/ukbb* 2>/dev/null || echo ' NONE'")
if fail > 0:
print("STAGING FAILED - some files missing", flush=True)
sys.exit(1)
print("=== STAGING COMPLETE ===", flush=True)
"""
}
workflow {
STAGE_DATA()
}