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Germline CNV calling for bulk WGS data aligned to hs37d5_PhiX.fa

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2 comments

  • Avatar
    Gökalp Çelik

    Hi Urja Parekh

    Below is an example contig ploidy priors file that you can try with your samples.

    CONTIG_NAME    PLOIDY_PRIOR_0    PLOIDY_PRIOR_1    PLOIDY_PRIOR_2    PLOIDY_PRIOR_3
    1    0.01    0.01    0.97    0.01
    2    0.01    0.01    0.97    0.01
    3    0.01    0.01    0.97    0.01
    4    0.01    0.01    0.97    0.01
    5    0.01    0.01    0.97    0.01
    6    0.01    0.01    0.97    0.01
    7    0.01    0.01    0.97    0.01
    8    0.01    0.01    0.97    0.01
    9    0.01    0.01    0.97    0.01
    10    0.01    0.01    0.97    0.01
    11    0.01    0.01    0.97    0.01
    12    0.01    0.01    0.97    0.01
    13    0.01    0.01    0.97    0.01
    14    0.01    0.01    0.97    0.01
    15    0.01    0.01    0.97    0.01
    16    0.01    0.01    0.97    0.01
    17    0.01    0.01    0.97    0.01
    18    0.01    0.01    0.97    0.01
    19    0.01    0.01    0.97    0.01
    20    0.01    0.01    0.97    0.01
    21    0.01    0.01    0.97    0.01
    22    0.01    0.01    0.97    0.01
    X    0.0    0.5    0.5    0.0
    Y    0.5    0.5    0.0    0.0

    This file is only used to predict possible copy states of chromosomes in whole therefore you may change these values to adjust the sensitivity of chromosome copy numbers in your samples. 0 means that particular copy state is never available for your samples. You may add more copy states by adding additional columns with prior probabilities. Regardless GermlineCNVCaller will work on its own to detect copy states of intervals so this file does not change the way GermlineCNVCaller works. 

    I hope this helps.

    Regards. 

    0
    Comment actions Permalink
  • Avatar
    Urja Parekh

    Hi Gökalp,

    Thanks a ton for your prompt response. I am trying to run the DetermineGermlineContigPloidy step as follows:

    singularity exec \

      --env THEANO_FLAGS="base_compiledir=/tmp/theano" \

      -B /home/u855h/chromothripsis/urja/gatk:/data \

      /home/u855h/chromothripsis/urja_python/conda_environments/gatk-cnv/gatk_4.6.0.0.sif \

      gatk DetermineGermlineContigPloidy \

        -L /data/filtered_intervals.interval_list \

        --interval-merging-rule OVERLAPPING_ONLY \

        -I /data/LFS01CP.tsv \

        -I /data/LFS02CP.tsv \

        -I /data/LFS03CP.tsv \

        -I /data/LFS04CP.tsv \

        -I /data/LFS05CP.tsv \

        -I /data/LFS06PB.tsv \

        -I /data/LFS07PB.tsv \

        -I /data/LFS08PB.tsv \

        -I /data/LFS09PB.tsv \

        -I /data/LFS10PB.tsv \

        -I /data/LFS11PB.tsv \

        -I /data/LFS12PB.tsv \

        -I /data/LFS13PB.tsv \

        -I /data/LFS14PB.tsv \

        -I /data/LFS15PB.tsv \

        -I /data/D27H.tsv \

        -I /data/D28H.tsv \

        --contig-ploidy-priors /data/contig_ploidy_priors.tsv \

        --output /data/ploidy_output \

        --output-prefix ploidy \

        --verbosity DEBUG


    I get the following error:

    08:00:13.164 INFO  NativeLibraryLoader - Loading libgkl_compression.so from jar:file:/gatk/gatk-package-4.6.0.0-local.jar!/com/intel/gkl/native/libgkl_compression.so
    08:00:13.199 DEBUG NativeLibraryLoader - Extracting libgkl_compression.so to /tmp/libgkl_compression73529199057688114.so
    08:00:13.599 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    08:00:13.624 INFO  DetermineGermlineContigPloidy - The Genome Analysis Toolkit (GATK) v4.6.0.0
    08:00:13.624 INFO  DetermineGermlineContigPloidy - For support and documentation go to https://software.broadinstitute.org/gatk/
    08:00:13.624 INFO  DetermineGermlineContigPloidy - Executing as u855h@odcf-cn11u13 on Linux v3.10.0-1160.119.1.el7.x86_64 amd64
    08:00:13.624 INFO  DetermineGermlineContigPloidy - Java runtime: OpenJDK 64-Bit Server VM v17.0.9+9-Ubuntu-122.04
    08:00:13.624 INFO  DetermineGermlineContigPloidy - Start Date/Time: April 16, 2025 at 8:00:12 AM GMT
    08:00:13.624 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    08:00:13.624 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    08:00:13.625 INFO  DetermineGermlineContigPloidy - HTSJDK Version: 4.1.1
    08:00:13.625 INFO  DetermineGermlineContigPloidy - Picard Version: 3.2.0
    08:00:13.625 INFO  DetermineGermlineContigPloidy - Built for Spark Version: 3.5.0
    08:00:13.626 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.BUFFER_SIZE : 131072
    08:00:13.626 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.COMPRESSION_LEVEL : 2
    08:00:13.626 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CREATE_INDEX : false
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CREATE_MD5 : false
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CUSTOM_READER_FACTORY :
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.DISABLE_SNAPPY_COMPRESSOR : false
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.EBI_REFERENCE_SERVICE_URL_MASK : https://www.ebi.ac.uk/ena/cram/md5/%s
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.NON_ZERO_BUFFER_SIZE : 131072
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.REFERENCE_FASTA : null
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.SAM_FLAG_FIELD_FORMAT : DECIMAL
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_READ_FOR_SAMTOOLS : false
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_WRITE_FOR_SAMTOOLS : true
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_WRITE_FOR_TRIBBLE : false
    08:00:13.627 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_CRAM_REF_DOWNLOAD : false
    08:00:13.628 DEBUG ConfigFactory - Configuration file values:
    08:00:13.631 DEBUG ConfigFactory -       gcsMaxRetries = 20
    08:00:13.631 DEBUG ConfigFactory -       gcsProjectForRequesterPays =
    08:00:13.631 DEBUG ConfigFactory -       gatk_stacktrace_on_user_exception = false
    08:00:13.631 DEBUG ConfigFactory -       samjdk.use_async_io_read_samtools = false
    08:00:13.631 DEBUG ConfigFactory -       samjdk.use_async_io_write_samtools = true
    08:00:13.631 DEBUG ConfigFactory -       samjdk.use_async_io_write_tribble = false
    08:00:13.631 DEBUG ConfigFactory -       samjdk.compression_level = 2
    08:00:13.632 DEBUG ConfigFactory -       spark.kryoserializer.buffer.max = 512m
    08:00:13.632 DEBUG ConfigFactory -       spark.driver.maxResultSize = 0
    08:00:13.632 DEBUG ConfigFactory -       spark.driver.userClassPathFirst = true
    08:00:13.632 DEBUG ConfigFactory -       spark.io.compression.codec = lzf
    08:00:13.632 DEBUG ConfigFactory -       spark.executor.memoryOverhead = 600
    08:00:13.632 DEBUG ConfigFactory -       spark.driver.extraJavaOptions =
    08:00:13.632 DEBUG ConfigFactory -       spark.executor.extraJavaOptions =
    08:00:13.632 DEBUG ConfigFactory -       codec_packages = [htsjdk.variant, htsjdk.tribble, org.broadinstitute.hellbender.utils.codecs]
    08:00:13.632 DEBUG ConfigFactory -       read_filter_packages = [org.broadinstitute.hellbender.engine.filters]
    08:00:13.632 DEBUG ConfigFactory -       annotation_packages = [org.broadinstitute.hellbender.tools.walkers.annotator]
    08:00:13.632 DEBUG ConfigFactory -       cloudPrefetchBuffer = 40
    08:00:13.632 DEBUG ConfigFactory -       cloudIndexPrefetchBuffer = -1
    08:00:13.633 DEBUG ConfigFactory -       createOutputBamIndex = true
    08:00:13.633 INFO  DetermineGermlineContigPloidy - Deflater: IntelDeflater
    08:00:13.633 INFO  DetermineGermlineContigPloidy - Inflater: IntelInflater
    08:00:13.633 INFO  DetermineGermlineContigPloidy - GCS max retries/reopens: 20
    08:00:13.633 INFO  DetermineGermlineContigPloidy - Requester pays: disabled
    08:00:13.634 INFO  DetermineGermlineContigPloidy - Initializing engine
    08:00:13.637 DEBUG ScriptExecutor - Executing:
    08:00:13.637 DEBUG ScriptExecutor -   python
    08:00:13.637 DEBUG ScriptExecutor -   -c
    08:00:13.637 DEBUG ScriptExecutor -   import gcnvkernel

    08:00:50.712 DEBUG ScriptExecutor - Result: 0
    08:00:50.713 INFO  DetermineGermlineContigPloidy - Done initializing engine
    08:00:50.735 INFO  DetermineGermlineContigPloidy - No contig-ploidy model was provided, running in cohort mode...
    08:00:50.735 INFO  DetermineGermlineContigPloidy - Intervals specified...
    08:00:54.523 DEBUG GenomeLocParser - Prepared reference sequence contig dictionary
    08:00:54.524 DEBUG GenomeLocParser -  1 (249250621 bp)
    08:00:54.524 DEBUG GenomeLocParser -  2 (243199373 bp)
    08:00:54.524 DEBUG GenomeLocParser -  3 (198022430 bp)
    08:00:54.524 DEBUG GenomeLocParser -  4 (191154276 bp)
    08:00:54.524 DEBUG GenomeLocParser -  5 (180915260 bp)
    08:00:54.524 DEBUG GenomeLocParser -  6 (171115067 bp)
    08:00:54.524 DEBUG GenomeLocParser -  7 (159138663 bp)
    08:00:54.524 DEBUG GenomeLocParser -  8 (146364022 bp)
    08:00:54.524 DEBUG GenomeLocParser -  9 (141213431 bp)
    08:00:54.524 DEBUG GenomeLocParser -  10 (135534747 bp)
    08:00:54.524 DEBUG GenomeLocParser -  11 (135006516 bp)
    08:00:54.524 DEBUG GenomeLocParser -  12 (133851895 bp)
    08:00:54.524 DEBUG GenomeLocParser -  13 (115169878 bp)
    08:00:54.524 DEBUG GenomeLocParser -  14 (107349540 bp)
    08:00:54.524 DEBUG GenomeLocParser -  15 (102531392 bp)
    08:00:54.525 DEBUG GenomeLocParser -  16 (90354753 bp)
    08:00:54.525 DEBUG GenomeLocParser -  17 (81195210 bp)
    08:00:54.525 DEBUG GenomeLocParser -  18 (78077248 bp)
    08:00:54.525 DEBUG GenomeLocParser -  19 (59128983 bp)
    08:00:54.525 DEBUG GenomeLocParser -  20 (63025520 bp)
    08:00:54.525 DEBUG GenomeLocParser -  21 (48129895 bp)
    08:00:54.525 DEBUG GenomeLocParser -  22 (51304566 bp)
    08:00:54.525 DEBUG GenomeLocParser -  X (155270560 bp)
    08:00:54.525 DEBUG GenomeLocParser -  Y (59373566 bp)
    08:00:54.525 DEBUG GenomeLocParser -  MT (16569 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000207.1 (4262 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000226.1 (15008 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000229.1 (19913 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000231.1 (27386 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000210.1 (27682 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000239.1 (33824 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000235.1 (34474 bp)
    08:00:54.525 DEBUG GenomeLocParser -  GL000201.1 (36148 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000247.1 (36422 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000245.1 (36651 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000197.1 (37175 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000203.1 (37498 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000246.1 (38154 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000249.1 (38502 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000196.1 (38914 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000248.1 (39786 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000244.1 (39929 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000238.1 (39939 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000202.1 (40103 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000234.1 (40531 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000232.1 (40652 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000206.1 (41001 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000240.1 (41933 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000236.1 (41934 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000241.1 (42152 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000243.1 (43341 bp)
    08:00:54.526 DEBUG GenomeLocParser -  GL000242.1 (43523 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000230.1 (43691 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000237.1 (45867 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000233.1 (45941 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000204.1 (81310 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000198.1 (90085 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000208.1 (92689 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000191.1 (106433 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000227.1 (128374 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000228.1 (129120 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000214.1 (137718 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000221.1 (155397 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000209.1 (159169 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000218.1 (161147 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000220.1 (161802 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000213.1 (164239 bp)
    08:00:54.527 DEBUG GenomeLocParser -  GL000211.1 (166566 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000199.1 (169874 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000217.1 (172149 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000216.1 (172294 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000215.1 (172545 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000205.1 (174588 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000219.1 (179198 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000224.1 (179693 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000223.1 (180455 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000195.1 (182896 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000212.1 (186858 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000222.1 (186861 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000200.1 (187035 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000193.1 (189789 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000194.1 (191469 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000225.1 (211173 bp)
    08:00:54.528 DEBUG GenomeLocParser -  GL000192.1 (547496 bp)
    08:00:54.528 DEBUG GenomeLocParser -  NC_007605 (171823 bp)
    08:00:54.528 DEBUG GenomeLocParser -  hs37d5 (35477943 bp)
    08:00:54.528 DEBUG GenomeLocParser -  phiX174 (5386 bp)
    08:00:54.726 INFO  FeatureManager - Using codec IntervalListCodec to read file file:///data/filtered_intervals.interval_list
    08:01:02.285 DEBUG FeatureDataSource - Cache statistics for FeatureInput /data/filtered_intervals.interval_list:/data/filtered_intervals.interval_list:
    08:01:02.286 DEBUG FeatureCache - Cache hit rate  was 0.00% (0 out of 0 total queries)
    08:01:02.665 INFO  IntervalArgumentCollection - Processing 2816223150 bp from intervals
    08:01:03.915 INFO  DetermineGermlineContigPloidy - Validating and aggregating coverage per contig from input read-count files...
    08:01:04.455 DEBUG GenomeLocParser - Prepared reference sequence contig dictionary
    08:01:04.455 DEBUG GenomeLocParser -  1 (249250621 bp)
    08:01:04.455 DEBUG GenomeLocParser -  2 (243199373 bp)
    08:01:04.455 DEBUG GenomeLocParser -  3 (198022430 bp)
    08:01:04.456 DEBUG GenomeLocParser -  4 (191154276 bp)
    08:01:04.456 DEBUG GenomeLocParser -  5 (180915260 bp)
    08:01:04.456 DEBUG GenomeLocParser -  6 (171115067 bp)
    08:01:04.456 DEBUG GenomeLocParser -  7 (159138663 bp)
    08:01:04.457 DEBUG GenomeLocParser -  8 (146364022 bp)
    08:01:04.457 DEBUG GenomeLocParser -  9 (141213431 bp)
    08:01:04.457 DEBUG GenomeLocParser -  10 (135534747 bp)
    08:01:04.457 DEBUG GenomeLocParser -  11 (135006516 bp)
    08:01:04.457 DEBUG GenomeLocParser -  12 (133851895 bp)
    08:01:04.457 DEBUG GenomeLocParser -  13 (115169878 bp)
    08:01:04.457 DEBUG GenomeLocParser -  14 (107349540 bp)
    08:01:04.457 DEBUG GenomeLocParser -  15 (102531392 bp)
    08:01:04.457 DEBUG GenomeLocParser -  16 (90354753 bp)
    08:01:04.458 DEBUG GenomeLocParser -  17 (81195210 bp)
    08:01:04.458 DEBUG GenomeLocParser -  18 (78077248 bp)
    08:01:04.458 DEBUG GenomeLocParser -  19 (59128983 bp)
    08:01:04.458 DEBUG GenomeLocParser -  20 (63025520 bp)
    08:01:04.458 DEBUG GenomeLocParser -  21 (48129895 bp)
    08:01:04.458 DEBUG GenomeLocParser -  22 (51304566 bp)
    08:01:04.458 DEBUG GenomeLocParser -  X (155270560 bp)
    08:01:04.458 DEBUG GenomeLocParser -  Y (59373566 bp)
    08:01:04.458 DEBUG GenomeLocParser -  MT (16569 bp)
    08:01:04.458 DEBUG GenomeLocParser -  GL000207.1 (4262 bp)
    08:01:04.458 DEBUG GenomeLocParser -  GL000226.1 (15008 bp)
    08:01:04.459 DEBUG GenomeLocParser -  GL000229.1 (19913 bp)
    08:01:04.460 DEBUG GenomeLocParser -  GL000231.1 (27386 bp)
    08:01:04.460 DEBUG GenomeLocParser -  GL000210.1 (27682 bp)
    08:01:04.460 DEBUG GenomeLocParser -  GL000239.1 (33824 bp)
    08:01:04.460 DEBUG GenomeLocParser -  GL000235.1 (34474 bp)
    08:01:04.460 DEBUG GenomeLocParser -  GL000201.1 (36148 bp)
    08:01:04.461 DEBUG GenomeLocParser -  GL000247.1 (36422 bp)
    08:01:04.461 DEBUG GenomeLocParser -  GL000245.1 (36651 bp)
    08:01:04.461 DEBUG GenomeLocParser -  GL000197.1 (37175 bp)
    08:01:04.462 DEBUG GenomeLocParser -  GL000203.1 (37498 bp)
    08:01:04.462 DEBUG GenomeLocParser -  GL000246.1 (38154 bp)
    08:01:04.462 DEBUG GenomeLocParser -  GL000249.1 (38502 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000196.1 (38914 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000248.1 (39786 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000244.1 (39929 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000238.1 (39939 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000202.1 (40103 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000234.1 (40531 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000232.1 (40652 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000206.1 (41001 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000240.1 (41933 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000236.1 (41934 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000241.1 (42152 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000243.1 (43341 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000242.1 (43523 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000230.1 (43691 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000237.1 (45867 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000233.1 (45941 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000204.1 (81310 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000198.1 (90085 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000208.1 (92689 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000191.1 (106433 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000227.1 (128374 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000228.1 (129120 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000214.1 (137718 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000221.1 (155397 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000209.1 (159169 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000218.1 (161147 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000220.1 (161802 bp)
    08:01:04.463 DEBUG GenomeLocParser -  GL000213.1 (164239 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000211.1 (166566 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000199.1 (169874 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000217.1 (172149 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000216.1 (172294 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000215.1 (172545 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000205.1 (174588 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000219.1 (179198 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000224.1 (179693 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000223.1 (180455 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000195.1 (182896 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000212.1 (186858 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000222.1 (186861 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000200.1 (187035 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000193.1 (189789 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000194.1 (191469 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000225.1 (211173 bp)
    08:01:04.464 DEBUG GenomeLocParser -  GL000192.1 (547496 bp)
    08:01:04.464 DEBUG GenomeLocParser -  NC_007605 (171823 bp)
    08:01:04.464 DEBUG GenomeLocParser -  hs37d5 (35477943 bp)
    08:01:04.464 DEBUG GenomeLocParser -  phiX174 (5386 bp)
    08:01:04.842 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS01CP.tsv (1 / 17)
    08:01:07.711 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS02CP.tsv (2 / 17)
    08:01:10.825 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS03CP.tsv (3 / 17)
    08:01:13.512 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS04CP.tsv (4 / 17)
    08:01:17.110 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS05CP.tsv (5 / 17)
    08:01:19.840 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS06PB.tsv (6 / 17)
    08:01:23.079 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS07PB.tsv (7 / 17)
    08:01:26.493 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS08PB.tsv (8 / 17)
    08:01:29.781 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS09PB.tsv (9 / 17)
    08:01:33.024 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS10PB.tsv (10 / 17)
    08:01:35.909 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS11PB.tsv (11 / 17)
    08:01:38.680 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS12PB.tsv (12 / 17)
    08:01:41.804 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS13PB.tsv (13 / 17)
    08:01:44.511 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS14PB.tsv (14 / 17)
    08:01:47.324 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS15PB.tsv (15 / 17)
    08:01:50.166 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/D27H.tsv (16 / 17)
    08:01:53.070 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/D28H.tsv (17 / 17)
    08:01:55.812 DEBUG ScriptExecutor - Executing:
    08:01:55.812 DEBUG ScriptExecutor -   python
    08:01:55.812 DEBUG ScriptExecutor -   /tmp/cohort_determine_ploidy_and_depth.17637993935490488564.py
    08:01:55.812 DEBUG ScriptExecutor -   --sample_coverage_metadata=/tmp/samples-by-coverage-per-contig11756143612749541858.tsv
    08:01:55.812 DEBUG ScriptExecutor -   --output_calls_path=/data/ploidy_output/ploidy-calls
    08:01:55.812 DEBUG ScriptExecutor -   --mapping_error_rate=3.000000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --psi_s_scale=1.000000e-04
    08:01:55.812 DEBUG ScriptExecutor -   --mean_bias_sd=1.000000e+00
    08:01:55.812 DEBUG ScriptExecutor -   --psi_j_scale=1.000000e-03
    08:01:55.812 DEBUG ScriptExecutor -   --learning_rate=5.000000e-02
    08:01:55.812 DEBUG ScriptExecutor -   --adamax_beta1=9.000000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --adamax_beta2=9.990000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --log_emission_samples_per_round=2000
    08:01:55.812 DEBUG ScriptExecutor -   --log_emission_sampling_rounds=100
    08:01:55.812 DEBUG ScriptExecutor -   --log_emission_sampling_median_rel_error=5.000000e-04
    08:01:55.812 DEBUG ScriptExecutor -   --max_advi_iter_first_epoch=1000
    08:01:55.812 DEBUG ScriptExecutor -   --max_advi_iter_subsequent_epochs=1000
    08:01:55.812 DEBUG ScriptExecutor -   --min_training_epochs=20
    08:01:55.812 DEBUG ScriptExecutor -   --max_training_epochs=100
    08:01:55.812 DEBUG ScriptExecutor -   --initial_temperature=2.000000e+00
    08:01:55.812 DEBUG ScriptExecutor -   --num_thermal_advi_iters=5000
    08:01:55.812 DEBUG ScriptExecutor -   --convergence_snr_averaging_window=5000
    08:01:55.812 DEBUG ScriptExecutor -   --convergence_snr_trigger_threshold=1.000000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --convergence_snr_countdown_window=10
    08:01:55.812 DEBUG ScriptExecutor -   --max_calling_iters=1
    08:01:55.812 DEBUG ScriptExecutor -   --caller_update_convergence_threshold=1.000000e-03
    08:01:55.812 DEBUG ScriptExecutor -   --caller_internal_admixing_rate=7.500000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --caller_external_admixing_rate=7.500000e-01
    08:01:55.812 DEBUG ScriptExecutor -   --disable_caller=false
    08:01:55.813 DEBUG ScriptExecutor -   --disable_sampler=false
    08:01:55.813 DEBUG ScriptExecutor -   --disable_annealing=false
    08:01:55.813 DEBUG ScriptExecutor -   --interval_list=/tmp/intervals2916554049902894358.tsv
    08:01:55.813 DEBUG ScriptExecutor -   --contig_ploidy_prior_table=/data/contig_ploidy_priors.tsv
    08:01:55.813 DEBUG ScriptExecutor -   --output_model_path=/data/ploidy_output/ploidy-model
    10:02:13.409 INFO cohort_determine_ploidy_and_depth - THEANO_FLAGS environment variable has been set to: device=cpu,floatX=float64,optimizer=fast_run,compute_test_value=ignore,openmp=true,blas.ldflags=-lmkl_rt,openmp_elemwise_minsize=10,base_compiledir=/tmp/theano
    10:02:21.142 INFO gcnvkernel.structs.metadata - Generating intervals metadata...
    Traceback (most recent call last):
      File "/tmp/cohort_determine_ploidy_and_depth.17637993935490488564.py", line 121, in <module>
        sample_metadata_collection)
      File "/opt/miniconda/envs/gatk/lib/python3.6/site-packages/gcnvkernel/models/model_ploidy.py", line 146, in __init__
        "Some contigs do not have ploidy priors"
    AssertionError: Some contigs do not have ploidy priors
    08:02:36.260 DEBUG ScriptExecutor - Result: 1
    08:02:36.261 INFO  DetermineGermlineContigPloidy - Shutting down engine
    [April 16, 2025 at 8:02:36 AM GMT] org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy done. Elapsed time: 2.39 minutes.
    Runtime.totalMemory()=29964107776
    org.broadinstitute.hellbender.utils.python.PythonScriptExecutorException:
    python exited with 1
    Command Line: python /tmp/cohort_determine_ploidy_and_depth.17637993935490488564.py --sample_coverage_metadata=/tmp/samples-by-coverage-per-contig11756143612749541858.tsv --output_calls_path=/data/ploidy_output/ploidy-calls --mapping_error_rate=3.000000e-01 --psi_s_scale=1.000000e-04 --mean_bias_sd=1.000000e+00 --psi_j_scale=1.000000e-03 --learning_rate=5.000000e-02 --adamax_beta1=9.000000e-01 --adamax_beta2=9.990000e-01 --log_emission_samples_per_round=2000 --log_emission_sampling_rounds=100 --log_emission_sampling_median_rel_error=5.000000e-04 --max_advi_iter_first_epoch=1000 --max_advi_iter_subsequent_epochs=1000 --min_training_epochs=20 --max_training_epochs=100 --initial_temperature=2.000000e+00 --num_thermal_advi_iters=5000 --convergence_snr_averaging_window=5000 --convergence_snr_trigger_threshold=1.000000e-01 --convergence_snr_countdown_window=10 --max_calling_iters=1 --caller_update_convergence_threshold=1.000000e-03 --caller_internal_admixing_rate=7.500000e-01 --ca!
     ller_exte
     rnal_admixing_rate=7.500000e-01 --disable_caller=false --disable_sampler=false --disable_annealing=false --interval_list=/tmp/intervals2916554049902894358.tsv --contig_ploidy_prior_table=/data/contig_ploidy_priors.tsv --output_model_path=/data/ploidy_output/ploidy-model
            at org.broadinstitute.hellbender.utils.python.PythonExecutorBase.getScriptException(PythonExecutorBase.java:75)
            at org.broadinstitute.hellbender.utils.runtime.ScriptExecutor.executeCuratedArgs(ScriptExecutor.java:112)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeArgs(PythonScriptExecutor.java:193)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeScript(PythonScriptExecutor.java:168)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeScript(PythonScriptExecutor.java:139)
            at org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy.executeDeterminePloidyAndDepthPythonScript(DetermineGermlineContigPloidy.java:427)
            at org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy.doWork(DetermineGermlineContigPloidy.java:324)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.runTool(CommandLineProgram.java:149)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.instanceMainPostParseArgs(CommandLineProgram.java:198)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.instanceMain(CommandLineProgram.java:217)
            at org.broadinstitute.hellbender.Main.runCommandLineProgram(Main.java:166)
            at org.broadinstitute.hellbender.Main.mainEntry(Main.java:209)
            at org.broadinstitute.hellbender.Main.main(Main.java:306)
    Using GATK jar /gatk/gatk-package-4.6.0.0-local.jar
    Running:
        java -Dsamjdk.use_async_io_read_samtools=false -Dsamjdk.use_async_io_write_samtools=true -Dsamjdk.use_async_io_write_tribble=false -Dsamjdk.compression_level=2 -jar /gatk/gatk-package-4.6.0.0-local.jar DetermineGermlineContigPloidy -L /data/filtered_intervals.interval_list --interval-merging-rule OVERLAPPING_ONLY -I /data/LFS01CP.tsv -I /data/LFS02CP.tsv -I /data/LFS03CP.tsv -I /data/LFS04CP.tsv -I /data/LFS05CP.tsv -I /data/LFS06PB.tsv -I /data/LFS07PB.tsv -I /data/LFS08PB.tsv -I /data/LFS09PB.tsv -I /data/LFS10PB.tsv -I /data/LFS11PB.tsv -I /data/LFS12PB.tsv -I /data/LFS13PB.tsv -I /data/LFS14PB.tsv -I /data/LFS15PB.tsv -I /data/D27H.tsv -I /data/D28H.tsv --contig-ploidy-priors /data/contig_ploidy_priors.tsv --output /data/ploidy_output --output-prefix ploidy --verbosity DEBUG
     


    Over here I used the contig ploidy priors file as you recommended and I believe the pipeline fails because of missing contigs. I used another contigs ploidy prior file where I assigned all alt contigs as 0 and got the following error:

    06:34:40.112 INFO  NativeLibraryLoader - Loading libgkl_compression.so from jar:file:/gatk/gatk-package-4.6.0.0-local.jar!/com/intel/gkl/native/libgkl_compression.so
    06:34:40.152 DEBUG NativeLibraryLoader - Extracting libgkl_compression.so to /tmp/libgkl_compression18318423026447352871.so
    06:34:40.685 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    06:34:40.724 INFO  DetermineGermlineContigPloidy - The Genome Analysis Toolkit (GATK) v4.6.0.0
    06:34:40.724 INFO  DetermineGermlineContigPloidy - For support and documentation go to https://software.broadinstitute.org/gatk/
    06:34:40.724 INFO  DetermineGermlineContigPloidy - Executing as u855h@odcf-cn42u15 on Linux v3.10.0-1160.119.1.el7.x86_64 amd64
    06:34:40.724 INFO  DetermineGermlineContigPloidy - Java runtime: OpenJDK 64-Bit Server VM v17.0.9+9-Ubuntu-122.04
    06:34:40.724 INFO  DetermineGermlineContigPloidy - Start Date/Time: April 16, 2025 at 6:34:39 AM GMT
    06:34:40.724 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    06:34:40.724 INFO  DetermineGermlineContigPloidy - ------------------------------------------------------------
    06:34:40.725 INFO  DetermineGermlineContigPloidy - HTSJDK Version: 4.1.1
    06:34:40.725 INFO  DetermineGermlineContigPloidy - Picard Version: 3.2.0
    06:34:40.725 INFO  DetermineGermlineContigPloidy - Built for Spark Version: 3.5.0
    06:34:40.726 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.BUFFER_SIZE : 131072
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.COMPRESSION_LEVEL : 2
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CREATE_INDEX : false
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CREATE_MD5 : false
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.CUSTOM_READER_FACTORY :
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.DISABLE_SNAPPY_COMPRESSOR : false
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.EBI_REFERENCE_SERVICE_URL_MASK : https://www.ebi.ac.uk/ena/cram/md5/%s
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.NON_ZERO_BUFFER_SIZE : 131072
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.REFERENCE_FASTA : null
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.SAM_FLAG_FIELD_FORMAT : DECIMAL
    06:34:40.727 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_READ_FOR_SAMTOOLS : false
    06:34:40.728 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_WRITE_FOR_SAMTOOLS : true
    06:34:40.728 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_ASYNC_IO_WRITE_FOR_TRIBBLE : false
    06:34:40.728 INFO  DetermineGermlineContigPloidy - HTSJDK Defaults.USE_CRAM_REF_DOWNLOAD : false
    06:34:40.728 DEBUG ConfigFactory - Configuration file values:
    06:34:40.731 DEBUG ConfigFactory -       gcsMaxRetries = 20
    06:34:40.731 DEBUG ConfigFactory -       gcsProjectForRequesterPays =
    06:34:40.731 DEBUG ConfigFactory -       gatk_stacktrace_on_user_exception = false
    06:34:40.731 DEBUG ConfigFactory -       samjdk.use_async_io_read_samtools = false
    06:34:40.731 DEBUG ConfigFactory -       samjdk.use_async_io_write_samtools = true
    06:34:40.731 DEBUG ConfigFactory -       samjdk.use_async_io_write_tribble = false
    06:34:40.731 DEBUG ConfigFactory -       samjdk.compression_level = 2
    06:34:40.732 DEBUG ConfigFactory -       spark.kryoserializer.buffer.max = 512m
    06:34:40.732 DEBUG ConfigFactory -       spark.driver.maxResultSize = 0
    06:34:40.732 DEBUG ConfigFactory -       spark.driver.userClassPathFirst = true
    06:34:40.732 DEBUG ConfigFactory -       spark.io.compression.codec = lzf
    06:34:40.732 DEBUG ConfigFactory -       spark.executor.memoryOverhead = 600
    06:34:40.732 DEBUG ConfigFactory -       spark.driver.extraJavaOptions =
    06:34:40.732 DEBUG ConfigFactory -       spark.executor.extraJavaOptions =
    06:34:40.732 DEBUG ConfigFactory -       codec_packages = [htsjdk.variant, htsjdk.tribble, org.broadinstitute.hellbender.utils.codecs]
    06:34:40.732 DEBUG ConfigFactory -       read_filter_packages = [org.broadinstitute.hellbender.engine.filters]
    06:34:40.732 DEBUG ConfigFactory -       annotation_packages = [org.broadinstitute.hellbender.tools.walkers.annotator]
    06:34:40.732 DEBUG ConfigFactory -       cloudPrefetchBuffer = 40
    06:34:40.732 DEBUG ConfigFactory -       cloudIndexPrefetchBuffer = -1
    06:34:40.732 DEBUG ConfigFactory -       createOutputBamIndex = true
    06:34:40.732 INFO  DetermineGermlineContigPloidy - Deflater: IntelDeflater
    06:34:40.733 INFO  DetermineGermlineContigPloidy - Inflater: IntelInflater
    06:34:40.733 INFO  DetermineGermlineContigPloidy - GCS max retries/reopens: 20
    06:34:40.733 INFO  DetermineGermlineContigPloidy - Requester pays: disabled
    06:34:40.733 INFO  DetermineGermlineContigPloidy - Initializing engine
    06:34:40.735 DEBUG ScriptExecutor - Executing:
    06:34:40.735 DEBUG ScriptExecutor -   python
    06:34:40.735 DEBUG ScriptExecutor -   -c
    06:34:40.735 DEBUG ScriptExecutor -   import gcnvkernel

    06:35:27.540 DEBUG ScriptExecutor - Result: 0
    06:35:27.541 INFO  DetermineGermlineContigPloidy - Done initializing engine
    06:35:27.606 INFO  DetermineGermlineContigPloidy - No contig-ploidy model was provided, running in cohort mode...
    06:35:27.606 INFO  DetermineGermlineContigPloidy - Intervals specified...
    06:35:30.812 DEBUG GenomeLocParser - Prepared reference sequence contig dictionary
    06:35:30.812 DEBUG GenomeLocParser -  1 (249250621 bp)
    06:35:30.812 DEBUG GenomeLocParser -  2 (243199373 bp)
    06:35:30.812 DEBUG GenomeLocParser -  3 (198022430 bp)
    06:35:30.812 DEBUG GenomeLocParser -  4 (191154276 bp)
    06:35:30.812 DEBUG GenomeLocParser -  5 (180915260 bp)
    06:35:30.812 DEBUG GenomeLocParser -  6 (171115067 bp)
    06:35:30.813 DEBUG GenomeLocParser -  7 (159138663 bp)
    06:35:30.813 DEBUG GenomeLocParser -  8 (146364022 bp)
    06:35:30.813 DEBUG GenomeLocParser -  9 (141213431 bp)
    06:35:30.813 DEBUG GenomeLocParser -  10 (135534747 bp)
    06:35:30.813 DEBUG GenomeLocParser -  11 (135006516 bp)
    06:35:30.813 DEBUG GenomeLocParser -  12 (133851895 bp)
    06:35:30.813 DEBUG GenomeLocParser -  13 (115169878 bp)
    06:35:30.813 DEBUG GenomeLocParser -  14 (107349540 bp)
    06:35:30.813 DEBUG GenomeLocParser -  15 (102531392 bp)
    06:35:30.813 DEBUG GenomeLocParser -  16 (90354753 bp)
    06:35:30.813 DEBUG GenomeLocParser -  17 (81195210 bp)
    06:35:30.813 DEBUG GenomeLocParser -  18 (78077248 bp)
    06:35:30.813 DEBUG GenomeLocParser -  19 (59128983 bp)
    06:35:30.814 DEBUG GenomeLocParser -  20 (63025520 bp)
    06:35:30.814 DEBUG GenomeLocParser -  21 (48129895 bp)
    06:35:30.814 DEBUG GenomeLocParser -  22 (51304566 bp)
    06:35:30.814 DEBUG GenomeLocParser -  X (155270560 bp)
    06:35:30.814 DEBUG GenomeLocParser -  Y (59373566 bp)
    06:35:30.814 DEBUG GenomeLocParser -  MT (16569 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000207.1 (4262 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000226.1 (15008 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000229.1 (19913 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000231.1 (27386 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000210.1 (27682 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000239.1 (33824 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000235.1 (34474 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000201.1 (36148 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000247.1 (36422 bp)
    06:35:30.814 DEBUG GenomeLocParser -  GL000245.1 (36651 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000197.1 (37175 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000203.1 (37498 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000246.1 (38154 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000249.1 (38502 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000196.1 (38914 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000248.1 (39786 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000244.1 (39929 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000238.1 (39939 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000202.1 (40103 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000234.1 (40531 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000232.1 (40652 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000206.1 (41001 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000240.1 (41933 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000236.1 (41934 bp)
    06:35:30.815 DEBUG GenomeLocParser -  GL000241.1 (42152 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000243.1 (43341 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000242.1 (43523 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000230.1 (43691 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000237.1 (45867 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000233.1 (45941 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000204.1 (81310 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000198.1 (90085 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000208.1 (92689 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000191.1 (106433 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000227.1 (128374 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000228.1 (129120 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000214.1 (137718 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000221.1 (155397 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000209.1 (159169 bp)
    06:35:30.816 DEBUG GenomeLocParser -  GL000218.1 (161147 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000220.1 (161802 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000213.1 (164239 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000211.1 (166566 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000199.1 (169874 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000217.1 (172149 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000216.1 (172294 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000215.1 (172545 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000205.1 (174588 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000219.1 (179198 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000224.1 (179693 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000223.1 (180455 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000195.1 (182896 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000212.1 (186858 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000222.1 (186861 bp)
    06:35:30.817 DEBUG GenomeLocParser -  GL000200.1 (187035 bp)
    06:35:30.818 DEBUG GenomeLocParser -  GL000193.1 (189789 bp)
    06:35:30.818 DEBUG GenomeLocParser -  GL000194.1 (191469 bp)
    06:35:30.818 DEBUG GenomeLocParser -  GL000225.1 (211173 bp)
    06:35:30.818 DEBUG GenomeLocParser -  GL000192.1 (547496 bp)
    06:35:30.818 DEBUG GenomeLocParser -  NC_007605 (171823 bp)
    06:35:30.818 DEBUG GenomeLocParser -  hs37d5 (35477943 bp)
    06:35:30.818 DEBUG GenomeLocParser -  phiX174 (5386 bp)
    06:35:31.021 INFO  FeatureManager - Using codec IntervalListCodec to read file file:///data/filtered_intervals.interval_list
    06:35:39.947 DEBUG FeatureDataSource - Cache statistics for FeatureInput /data/filtered_intervals.interval_list:/data/filtered_intervals.interval_list:
    06:35:39.948 DEBUG FeatureCache - Cache hit rate  was 0.00% (0 out of 0 total queries)
    06:35:40.232 INFO  IntervalArgumentCollection - Processing 2816223150 bp from intervals
    06:35:42.250 INFO  DetermineGermlineContigPloidy - Validating and aggregating coverage per contig from input read-count files...
    06:35:42.744 DEBUG GenomeLocParser - Prepared reference sequence contig dictionary
    06:35:42.744 DEBUG GenomeLocParser -  1 (249250621 bp)
    06:35:42.745 DEBUG GenomeLocParser -  2 (243199373 bp)
    06:35:42.745 DEBUG GenomeLocParser -  3 (198022430 bp)
    06:35:42.745 DEBUG GenomeLocParser -  4 (191154276 bp)
    06:35:42.745 DEBUG GenomeLocParser -  5 (180915260 bp)
    06:35:42.745 DEBUG GenomeLocParser -  6 (171115067 bp)
    06:35:42.745 DEBUG GenomeLocParser -  7 (159138663 bp)
    06:35:42.745 DEBUG GenomeLocParser -  8 (146364022 bp)
    06:35:42.745 DEBUG GenomeLocParser -  9 (141213431 bp)
    06:35:42.745 DEBUG GenomeLocParser -  10 (135534747 bp)
    06:35:42.745 DEBUG GenomeLocParser -  11 (135006516 bp)
    06:35:42.745 DEBUG GenomeLocParser -  12 (133851895 bp)
    06:35:42.745 DEBUG GenomeLocParser -  13 (115169878 bp)
    06:35:42.745 DEBUG GenomeLocParser -  14 (107349540 bp)
    06:35:42.745 DEBUG GenomeLocParser -  15 (102531392 bp)
    06:35:42.746 DEBUG GenomeLocParser -  16 (90354753 bp)
    06:35:42.746 DEBUG GenomeLocParser -  17 (81195210 bp)
    06:35:42.746 DEBUG GenomeLocParser -  18 (78077248 bp)
    06:35:42.746 DEBUG GenomeLocParser -  19 (59128983 bp)
    06:35:42.746 DEBUG GenomeLocParser -  20 (63025520 bp)
    06:35:42.746 DEBUG GenomeLocParser -  21 (48129895 bp)
    06:35:42.746 DEBUG GenomeLocParser -  22 (51304566 bp)
    06:35:42.746 DEBUG GenomeLocParser -  X (155270560 bp)
    06:35:42.746 DEBUG GenomeLocParser -  Y (59373566 bp)
    06:35:42.746 DEBUG GenomeLocParser -  MT (16569 bp)
    06:35:42.746 DEBUG GenomeLocParser -  GL000207.1 (4262 bp)
    06:35:42.746 DEBUG GenomeLocParser -  GL000226.1 (15008 bp)
    06:35:42.746 DEBUG GenomeLocParser -  GL000229.1 (19913 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000231.1 (27386 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000210.1 (27682 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000239.1 (33824 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000235.1 (34474 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000201.1 (36148 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000247.1 (36422 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000245.1 (36651 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000197.1 (37175 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000203.1 (37498 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000246.1 (38154 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000249.1 (38502 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000196.1 (38914 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000248.1 (39786 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000244.1 (39929 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000238.1 (39939 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000202.1 (40103 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000234.1 (40531 bp)
    06:35:42.747 DEBUG GenomeLocParser -  GL000232.1 (40652 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000206.1 (41001 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000240.1 (41933 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000236.1 (41934 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000241.1 (42152 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000243.1 (43341 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000242.1 (43523 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000230.1 (43691 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000237.1 (45867 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000233.1 (45941 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000204.1 (81310 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000198.1 (90085 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000208.1 (92689 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000191.1 (106433 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000227.1 (128374 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000228.1 (129120 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000214.1 (137718 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000221.1 (155397 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000209.1 (159169 bp)
    06:35:42.748 DEBUG GenomeLocParser -  GL000218.1 (161147 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000220.1 (161802 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000213.1 (164239 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000211.1 (166566 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000199.1 (169874 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000217.1 (172149 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000216.1 (172294 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000215.1 (172545 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000205.1 (174588 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000219.1 (179198 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000224.1 (179693 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000223.1 (180455 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000195.1 (182896 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000212.1 (186858 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000222.1 (186861 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000200.1 (187035 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000193.1 (189789 bp)
    06:35:42.749 DEBUG GenomeLocParser -  GL000194.1 (191469 bp)
    06:35:42.750 DEBUG GenomeLocParser -  GL000225.1 (211173 bp)
    06:35:42.750 DEBUG GenomeLocParser -  GL000192.1 (547496 bp)
    06:35:42.750 DEBUG GenomeLocParser -  NC_007605 (171823 bp)
    06:35:42.750 DEBUG GenomeLocParser -  hs37d5 (35477943 bp)
    06:35:42.750 DEBUG GenomeLocParser -  phiX174 (5386 bp)
    06:35:43.312 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS01CP.tsv (1 / 17)
    06:35:47.321 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS02CP.tsv (2 / 17)
    06:35:51.411 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS03CP.tsv (3 / 17)
    06:35:55.558 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS04CP.tsv (4 / 17)
    06:35:59.444 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS05CP.tsv (5 / 17)
    06:36:03.796 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS06PB.tsv (6 / 17)
    06:36:08.025 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS07PB.tsv (7 / 17)
    06:36:12.452 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS08PB.tsv (8 / 17)
    06:36:16.435 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS09PB.tsv (9 / 17)
    06:36:20.685 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS10PB.tsv (10 / 17)
    06:36:24.475 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS11PB.tsv (11 / 17)
    06:36:28.487 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS12PB.tsv (12 / 17)
    06:36:32.608 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS13PB.tsv (13 / 17)
    06:36:36.943 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS14PB.tsv (14 / 17)
    06:36:41.003 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/LFS15PB.tsv (15 / 17)
    06:36:45.048 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/D27H.tsv (16 / 17)
    06:36:49.498 INFO  DetermineGermlineContigPloidy - Aggregating read-count file /data/D28H.tsv (17 / 17)
    06:36:53.914 DEBUG ScriptExecutor - Executing:
    06:36:53.915 DEBUG ScriptExecutor -   python
    06:36:53.915 DEBUG ScriptExecutor -   /tmp/cohort_determine_ploidy_and_depth.5003572249795548121.py
    06:36:53.915 DEBUG ScriptExecutor -   --sample_coverage_metadata=/tmp/samples-by-coverage-per-contig2134986486837229873.tsv
    06:36:53.915 DEBUG ScriptExecutor -   --output_calls_path=/data/ploidy_output/ploidy-calls
    06:36:53.915 DEBUG ScriptExecutor -   --mapping_error_rate=3.000000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --psi_s_scale=1.000000e-04
    06:36:53.915 DEBUG ScriptExecutor -   --mean_bias_sd=1.000000e+00
    06:36:53.915 DEBUG ScriptExecutor -   --psi_j_scale=1.000000e-03
    06:36:53.915 DEBUG ScriptExecutor -   --learning_rate=5.000000e-02
    06:36:53.915 DEBUG ScriptExecutor -   --adamax_beta1=9.000000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --adamax_beta2=9.990000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --log_emission_samples_per_round=2000
    06:36:53.915 DEBUG ScriptExecutor -   --log_emission_sampling_rounds=100
    06:36:53.915 DEBUG ScriptExecutor -   --log_emission_sampling_median_rel_error=5.000000e-04
    06:36:53.915 DEBUG ScriptExecutor -   --max_advi_iter_first_epoch=1000
    06:36:53.915 DEBUG ScriptExecutor -   --max_advi_iter_subsequent_epochs=1000
    06:36:53.915 DEBUG ScriptExecutor -   --min_training_epochs=20
    06:36:53.915 DEBUG ScriptExecutor -   --max_training_epochs=100
    06:36:53.915 DEBUG ScriptExecutor -   --initial_temperature=2.000000e+00
    06:36:53.915 DEBUG ScriptExecutor -   --num_thermal_advi_iters=5000
    06:36:53.915 DEBUG ScriptExecutor -   --convergence_snr_averaging_window=5000
    06:36:53.915 DEBUG ScriptExecutor -   --convergence_snr_trigger_threshold=1.000000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --convergence_snr_countdown_window=10
    06:36:53.915 DEBUG ScriptExecutor -   --max_calling_iters=1
    06:36:53.915 DEBUG ScriptExecutor -   --caller_update_convergence_threshold=1.000000e-03
    06:36:53.915 DEBUG ScriptExecutor -   --caller_internal_admixing_rate=7.500000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --caller_external_admixing_rate=7.500000e-01
    06:36:53.915 DEBUG ScriptExecutor -   --disable_caller=false
    06:36:53.915 DEBUG ScriptExecutor -   --disable_sampler=false
    06:36:53.915 DEBUG ScriptExecutor -   --disable_annealing=false
    06:36:53.915 DEBUG ScriptExecutor -   --interval_list=/tmp/intervals6066040695711768054.tsv
    06:36:53.915 DEBUG ScriptExecutor -   --contig_ploidy_prior_table=/data/hs37d5_contig_ploidy_priors.tsv
    06:36:53.915 DEBUG ScriptExecutor -   --output_model_path=/data/ploidy_output/ploidy-model
    08:37:15.227 INFO cohort_determine_ploidy_and_depth - THEANO_FLAGS environment variable has been set to: device=cpu,floatX=float64,optimizer=fast_run,compute_test_value=ignore,openmp=true,blas.ldflags=-lmkl_rt,openmp_elemwise_minsize=10,base_compiledir=/tmp/theano
    08:37:24.638 INFO gcnvkernel.structs.metadata - Generating intervals metadata...
    08:37:41.926 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.926 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.926 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.926 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.927 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.928 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.929 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.930 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.931 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.932 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.933 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.934 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.935 WARNING gcnvkernel.models.commons - The given probability vector ([0. 0. 0. 0.]) is not normalized to unity within the provided tolerance (1e-10); sum = 0.0. Normalization was enforced. However, please check the inputs for unintentional errors.
    08:37:41.960 INFO gcnvkernel.tasks.task_cohort_ploidy_determination - Instantiating the germline contig ploidy determination model...
    08:38:57.583 INFO gcnvkernel.tasks.task_cohort_ploidy_determination - Instantiating the ploidy emission sampler...
    08:38:57.584 INFO gcnvkernel.tasks.task_cohort_ploidy_determination - Instantiating the ploidy caller...
    08:39:07.595 INFO gcnvkernel.models.fancy_model - Global model variables: {'mean_bias_j_lowerbound__', 'psi_j_log__'}
    08:39:07.595 INFO gcnvkernel.models.fancy_model - Sample-specific model variables: {'psi_s_log__'}
    08:39:07.595 INFO gcnvkernel.tasks.inference_task_base - Instantiating the convergence tracker...
    08:39:07.595 INFO gcnvkernel.tasks.inference_task_base - Setting up DA-ADVI...
    08:40:48.430 INFO gcnvkernel.tasks.inference_task_base - (denoising) starting...:   0%|          | 0/1000 [00:00<?, ?it/s]
    08:40:48.436 INFO gcnvkernel.tasks.inference_task_base - (denoising) starting...:   0%|          | 0/1000 [00:00<?, ?it/s]
    Traceback (most recent call last):
      File "/tmp/cohort_determine_ploidy_and_depth.5003572249795548121.py", line 125, in <module>
        ploidy_task.engage()
      File "/opt/miniconda/envs/gatk/lib/python3.6/site-packages/gcnvkernel/tasks/inference_task_base.py", line 346, in engage
        converged_continuous = self._update_continuous_posteriors()
      File "/opt/miniconda/envs/gatk/lib/python3.6/site-packages/gcnvkernel/tasks/inference_task_base.py", line 403, in _update_continuous_posteriors
        raise ConvergenceError
    gcnvkernel.tasks.inference_task_base.ConvergenceError
    06:40:50.435 DEBUG ScriptExecutor - Result: 1
    06:40:50.435 INFO  DetermineGermlineContigPloidy - Shutting down engine
    [April 16, 2025 at 6:40:50 AM GMT] org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy done. Elapsed time: 6.18 minutes.
    Runtime.totalMemory()=29041360896
    org.broadinstitute.hellbender.utils.python.PythonScriptExecutorException:
    python exited with 1
    Command Line: python /tmp/cohort_determine_ploidy_and_depth.5003572249795548121.py --sample_coverage_metadata=/tmp/samples-by-coverage-per-contig2134986486837229873.tsv --output_calls_path=/data/ploidy_output/ploidy-calls --mapping_error_rate=3.000000e-01 --psi_s_scale=1.000000e-04 --mean_bias_sd=1.000000e+00 --psi_j_scale=1.000000e-03 --learning_rate=5.000000e-02 --adamax_beta1=9.000000e-01 --adamax_beta2=9.990000e-01 --log_emission_samples_per_round=2000 --log_emission_sampling_rounds=100 --log_emission_sampling_median_rel_error=5.000000e-04 --max_advi_iter_first_epoch=1000 --max_advi_iter_subsequent_epochs=1000 --min_training_epochs=20 --max_training_epochs=100 --initial_temperature=2.000000e+00 --num_thermal_advi_iters=5000 --convergence_snr_averaging_window=5000 --convergence_snr_trigger_threshold=1.000000e-01 --convergence_snr_countdown_window=10 --max_calling_iters=1 --caller_update_convergence_threshold=1.000000e-03 --caller_internal_admixing_rate=7.500000e-01 --call!
     er_extern
     al_admixing_rate=7.500000e-01 --disable_caller=false --disable_sampler=false --disable_annealing=false --interval_list=/tmp/intervals6066040695711768054.tsv --contig_ploidy_prior_table=/data/hs37d5_contig_ploidy_priors.tsv --output_model_path=/data/ploidy_output/ploidy-model
            at org.broadinstitute.hellbender.utils.python.PythonExecutorBase.getScriptException(PythonExecutorBase.java:75)
            at org.broadinstitute.hellbender.utils.runtime.ScriptExecutor.executeCuratedArgs(ScriptExecutor.java:112)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeArgs(PythonScriptExecutor.java:193)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeScript(PythonScriptExecutor.java:168)
            at org.broadinstitute.hellbender.utils.python.PythonScriptExecutor.executeScript(PythonScriptExecutor.java:139)
            at org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy.executeDeterminePloidyAndDepthPythonScript(DetermineGermlineContigPloidy.java:427)
            at org.broadinstitute.hellbender.tools.copynumber.DetermineGermlineContigPloidy.doWork(DetermineGermlineContigPloidy.java:324)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.runTool(CommandLineProgram.java:149)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.instanceMainPostParseArgs(CommandLineProgram.java:198)
            at org.broadinstitute.hellbender.cmdline.CommandLineProgram.instanceMain(CommandLineProgram.java:217)
            at org.broadinstitute.hellbender.Main.runCommandLineProgram(Main.java:166)
            at org.broadinstitute.hellbender.Main.mainEntry(Main.java:209)
            at org.broadinstitute.hellbender.Main.main(Main.java:306)
    Using GATK jar /gatk/gatk-package-4.6.0.0-local.jar
    Running:
        java -Dsamjdk.use_async_io_read_samtools=false -Dsamjdk.use_async_io_write_samtools=true -Dsamjdk.use_async_io_write_tribble=false -Dsamjdk.compression_level=2 -jar /gatk/gatk-package-4.6.0.0-local.jar DetermineGermlineContigPloidy -L /data/filtered_intervals.interval_list --interval-merging-rule OVERLAPPING_ONLY -I /data/LFS01CP.tsv -I /data/LFS02CP.tsv -I /data/LFS03CP.tsv -I /data/LFS04CP.tsv -I /data/LFS05CP.tsv -I /data/LFS06PB.tsv -I /data/LFS07PB.tsv -I /data/LFS08PB.tsv -I /data/LFS09PB.tsv -I /data/LFS10PB.tsv -I /data/LFS11PB.tsv -I /data/LFS12PB.tsv -I /data/LFS13PB.tsv -I /data/LFS14PB.tsv -I /data/LFS15PB.tsv -I /data/D27H.tsv -I /data/D28H.tsv --contig-ploidy-priors /data/hs37d5_contig_ploidy_priors.tsv --output /data/ploidy_output --output-prefix ploidy --verbosity DEBUG


    What can I do to solve this problem?

    Thanks and regards,
    Urja

    0
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