Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/30/435b96a3804937adb6ca670a0c512c/HCC1395_BL_normalized.parquet
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/bb/ef84bfdf4200d61aed89879e3d97c7/.command.sh
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/c1/0ac7af9e6e563f07ea8cace25ce998/HCC1395_BL_alleles.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/tmp/c8/89efe95e63f6cc930ec7df6fee5bf7/pairs.tsv
Downloading: s3://natera-platform-sandbox/pipeline-inputs/test_sarek/end_to_end_regression/somatic_cnv/Homo_sapiens.GRCh38.110.chr21.gtf.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/fd/ab6bcab62d34298cd93d913f7b44ee/HCC1395_tumor_alleles.tsv.gz
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/87/881fddeaed5e454bcfe8b38fee66b5/HCC1395_tumor_normalized.parquet
Downloading: s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/bb/ef84bfdf4200d61aed89879e3d97c7/.command.run
==> STAGING COMPLETE (8 inputs)
mkdir -p failed for path /.config/matplotlib: [Errno 13] Permission denied: '/.config'
Matplotlib created a temporary cache directory at /tmp/matplotlib-6wkhi3b5 because there was an issue with the default path (/.config/matplotlib); it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
Processing 1 T/N pair(s)...
Enabled: mode=ascn, joint-seg, purity-estimation, adaptive-pen, weighted-seg, fit=clonal-decomp
Loading gene annotations from Homo_sapiens.GRCh38.110.chr21.gtf.gz...
Loaded 898 gene annotations
[1/1] HCC1395_tumor_vs_HCC1395_BL... MAD=0.1651, pen_mult=0.68/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
fit_multiclone_select: n_peaks=1, n_segs=4, dipLogR=0.0260
Greedy search: 1 model combinations
n_clones=1 best[0]: sum_rho=0.9900, cost=0.73529, ICL=-5.00, converged=True, n_iter=2, init=[0.9970], phi=[0.9900]
SELECTED (best-ICL): n_clones=1, ICL=-5.00, purity=0.9900 (1 models evaluated)
Wrote 4630 probes to HCC1395_tumor_vs_HCC1395_BL_probe_agg.tsv.gz
4 segments, 2 events, 244 genes
Wrote 4 segments (2 events) to HCC1395_tumor_vs_HCC1395_BL_segments.tsv
Wrote 4 segments to HCC1395_tumor_vs_HCC1395_BL.seg
Wrote 1 metrics rows to HCC1395_tumor_vs_HCC1395_BL_metrics.tsv
Wrote 244 gene entries to HCC1395_tumor_vs_HCC1395_BL_gene_cnv.tsv.gz
Wrote somatic VCF to HCC1395_tumor_vs_HCC1395_BL_somatic.vcf
Single-sample analysis...
HCC1395_tumor_vs_HCC1395_BL (tumor).../usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
/usr/local/lib/python3.12/site-packages/sklearn/base.py:1403: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (12). Possibly due to duplicate points in X.
return fit_method(estimator, *args, **kwargs)
fit_multiclone_select: n_peaks=1, n_segs=5, dipLogR=0.0300
Greedy search: 1 model combinations
n_clones=1 best[0]: sum_rho=0.0779, cost=0.00295, ICL=-24.48, converged=True, n_iter=2, init=[0.1250], phi=[0.0779]
SELECTED (best-ICL): n_clones=1, ICL=-24.48, purity=0.0779 (1 models evaluated)
5 segments, 5 events
Wrote 5 segments to ./tumor_only/HCC1395_tumor_vs_HCC1395_BL.seg
Wrote 4630 probes to ./tumor_only/HCC1395_tumor_vs_HCC1395_BL_probe_agg.tsv.gz
HCC1395_tumor_vs_HCC1395_BL (blood)... 1 segments, 0 events
Wrote 1 segments to ./blood_only/HCC1395_tumor_vs_HCC1395_BL.seg
Wrote 4630 probes to ./blood_only/HCC1395_tumor_vs_HCC1395_BL_probe_agg.tsv.gz
Single-sample analysis complete.