Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/ac/451b13a415051f2608900280e3a2ef/869_XA6-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/a9/ebe5e6fdd58be9b9c45f484d53757d/869_TVZ-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/be/e5717996a7f286931d58beef2f13ca/869_VG6-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/bb/c9fc37feb727fc78da3a325dd9bf1b/869_IYA-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6e/411ee9359b00c9ad84e8bdb04e999a/659_b6L-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/01/17196b9cc4a5cfb8f5c10e23b8caef/659_sv-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/53/84dc9e8f0736549154734145f19b52/659_bu4-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/88/153475abd46188fdb4ee406a3d77e3/869_OZL-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/9e/7f32cc9fb32b9f1a8218f21ee3176f/869_U1S-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/73/2d92fed81622fa0fdee4bb4a106882/869_XTN-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/f8/9ee38266cf5ee268d2e6e0d2c3cec9/869_MJX-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/8e/8c0906b7e120e3151a4cb155fb2b8a/869_G7Y-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6e/d06203ec5b9e565f32d4bed28c0541/869_NGX-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/af/08d69c8d303d21ba45bb57065ceddb/659_csY-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/f5/27d85382aac6b599551fdf6efcb70a/869_NNC-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/10/4f2a536936431c767441df02383566/869_NJC-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/2d/258ef2bdaa08997b0f9f447ca761d3/869_HUS-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/45/7fcbcad42cc5136adf5b5e8f02a2ce/659_btT-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/9e/03b7537fde43f16d00b6c68d10b9cd/659_esc-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/74/7ceee94c2caef4817ae2218f1f1a51/869_KTE-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/74/c31f42b6f3e7e20f208d4d95d89715/659_91-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/tmp/60/9c482a92ebe6f6f913cb942dcd0228/manifest.tsv
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/75/0c36bd52b2818d86214213f984aafa/869_B0C-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/15/46f3dec819e9d5e73fe83e9b53cca5/869_OC5-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/30/f2f03a1d68f5f8721158aa811601c9/.command.run
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/7e/4a510aa9540137a18ae07506f02b3b/869_ZJJ-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/0e/cc1586a67ccecaceb1f03495adc129/869_PEY-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b6/581e618e27f1d22b490579db97cabc/659_bPW-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/23/cdbe1c74b37045d732655932495918/869_MMQ-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b2/9b8514ddc861ac7aa3b433ae0bf84c/659_eZ3-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/10/8ec5d937f0c6524cbd5d91c9d954a2/869_LRV-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/21/2f22d250f3ca3f1a0ea297201a760d/869_LWM-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/30/f2f03a1d68f5f8721158aa811601c9/.command.sh
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/ba/96826b69e6afd41502db9c38fec79f/659_c6S-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/16/bb52f4a3cc2453294fdebf77899fdc/659_QC-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b5/00e2eebcb8feb910bf274e7f099ca3/869_XR8-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/b5/efabf15dba57296437cf2eeb7a6611/869_BLV-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/44/a98f88dcb38f6c6218a16ee803ad01/659_bmI-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/ba/f4374b0029be97b5103588615b6d58/869_EH0-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/09/2df676a6c7e2d1076dfa6afc1f9f7e/869_SL4-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/10/b325527fe0001c7dbe9b915cf754e1/869_PRH-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/c7/fa87da294d2efce61c729bd82ac31e/659_bHx-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/24/2c1a128635c236d1ad50c04f617f74/869_E6-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/0b/5ce3f9366bb0fddc72100a692314ac/659_bD1-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/5f/639bc4a596c514a864d7e0f071fbfe/869_B0O-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/f8/b2126d480b5f50d99d925d7fc231af/869_VZQ-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/80/6f89b170946fa3090f698c867d2a6b/869_GL8-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/6d/0c6feb3b78d799e52030547b014baa/869_B8Q-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/ce/8f810662562a7a92b0e44fb93f1975/869_YQB-N1-BDNA-1_A23FG3YLT4_1_probes.tsv.gz
==> STAGING COMPLETE (49 inputs)
Blood manifest: 46 samples
Loaded 21,729,756 rows from 46 blood samples in 25.6s
GC reference: 472,386 probes
Sex chrom homology mask: 1494 probes
Pass 1: 4-feat blood GAM (16 workers)...
20/46 blood samples, 25s, R²=0.4368
40/46 blood samples, 38s, R²=0.4342
46/46 blood samples, 40s, R²=0.4312
Sex: 28 female, 18 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: 471,485/472,386 valid probes
Preliminary 5-feat GAM on blood (16 workers)...
20/46 blood prelim 5-feat, 37s, R²=0.9379
40/46 blood prelim 5-feat, 57s, R²=0.9342
46/46 blood prelim 5-feat, 57s, R²=0.9346
/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: 16,591 masked (3.5%) — 10,786 low cov, 7,840 high var, 3,994 extreme
Wrote batch_reference.parquet (472,386 probes) to ./batch_reference.parquet
Wrote sex_calls.csv (46 samples) to ./sex_calls.csv
Wrote feature_stats.csv (46 samples) to ./feature_stats.csv
Build reference complete in 243.6s total