Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/5a/9c45f3b061e8f0d70dca50929fb87f/1029_16G-N1-BDNA-1_B23KGCJLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/e1/a3825dac15d27306732184c5de4f54/.command.sh
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/44/d7b5b5984039dc2f39cb86d21c855a/1029_11H-N1-BDNA-1_B23KGCJLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/e8/77ec39c1af05d8c4b07d46ea8b5acb/1029_01S-N1-BDNA-1_B23KGCJLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/tmp/70/7b572e78795496240661ad0108d590/manifest.tsv
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/e1/a3825dac15d27306732184c5de4f54/.command.run
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/e9/c1fd52ec12d96768e6142702c0b2bc/1029_0I-N1-BDNA-1_B23KGCJLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8c/14c64772a77301a467bcf01afc29d7/1029_0W2-N1-BDNA-1_B23KGCJLT4_1_probes.tsv.gz
==> STAGING COMPLETE (8 inputs)
Blood manifest: 5 samples
Loaded 2,361,930 rows from 5 blood samples in 2.8s
GC reference: 472,386 probes
Sex chrom homology mask: 1494 probes
Pass 1: 4-feat blood GAM (16 workers)...
5/5 blood samples, 12s, R²=0.4457
Sex: 1 female, 4 male, 0 unknown
/usr/local/bin/build_norm_reference.py:247: RuntimeWarning: All-NaN slice encountered
probe_coverage_median = np.nanmedian(blood_matrix, axis=1)
/usr/local/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
return fnb._ureduce(a,
Probe coverage: 471,724/472,386 valid probes
Preliminary 5-feat GAM on blood (16 workers)...
5/5 blood prelim 5-feat, 17s, R²=0.9495
/usr/local/bin/build_norm_reference.py:335: RuntimeWarning: All-NaN slice encountered
prelim_median = np.nanmedian(prelim_matrix, axis=1)
/usr/local/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
return fnb._ureduce(a,
Probe mask: 35,837 masked (7.6%) — 13,635 low cov, 22,976 high var, 10,112 extreme
Wrote batch_reference.parquet (472,386 probes) to ./batch_reference.parquet
Wrote sex_calls.csv (5 samples) to ./sex_calls.csv
Wrote feature_stats.csv (5 samples) to ./feature_stats.csv
Build reference complete in 77.1s total