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    featureCounts slow running logs
  
        
  
    
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  | # featureCounts on exonsBy(TxDb.Hsapiens.UCSC.hg19.knownGene, "gene") | |
| ========== _____ _ _ ____ _____ ______ _____ | |
| ===== / ____| | | | _ \| __ \| ____| /\ | __ \ | |
| ===== | (___ | | | | |_) | |__) | |__ / \ | | | | | |
| ==== \___ \| | | | _ <| _ /| __| / /\ \ | | | | | |
| ==== ____) | |__| | |_) | | \ \| |____ / ____ \| |__| | | |
| ========== |_____/ \____/|____/|_| \_\______/_/ \_\_____/ | |
| Rsubread 1.16.1 | |
| //========================== featureCounts setting ===========================\\ | |
| || || | |
| || Input files : 2 BAM files || | |
| || S star_results/S13/Aligned.out.bam || | |
| || S star_results/S14/Aligned.out.bam || | |
| || || | |
| || Output file : ./.Rsubread_featureCounts_pid23009 || | |
| || Annotations : ./.Rsubread_UserProvidedAnnotation_pid23009 ... || | |
| || || | |
| || Threads : 8 || | |
| || Level : meta-feature level || | |
| || Paired-end : no || | |
| || Strand specific : yes || | |
| || Multimapping reads : not counted || | |
| || Multi-overlapping reads : not counted || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| //================================= Running ==================================\\ | |
| || || | |
| || Load annotation file ./.Rsubread_UserProvidedAnnotation_pid23009 ... || | |
| || Features : 272776 || | |
| || Meta-features : 23459 || | |
| || Chromosomes : 49 || | |
| || || | |
| || Process BAM file star_results/S13/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 14668849 || | |
| || Successfully assigned reads : 2801116 (19.1%) || | |
| || Running time : 0.54 minutes || | |
| || || | |
| || Process BAM file star_results/S14/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 16924553 || | |
| || Successfully assigned reads : 2866553 (16.9%) || | |
| || Running time : 0.62 minutes || | |
| || || | |
| || Read assignment finished. || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | 
  
    
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  | # featureCounts on RepeatMasker repeats grouped by repClass | |
| ========== _____ _ _ ____ _____ ______ _____ | |
| ===== / ____| | | | _ \| __ \| ____| /\ | __ \ | |
| ===== | (___ | | | | |_) | |__) | |__ / \ | | | | | |
| ==== \___ \| | | | _ <| _ /| __| / /\ \ | | | | | |
| ==== ____) | |__| | |_) | | \ \| |____ / ____ \| |__| | | |
| ========== |_____/ \____/|____/|_| \_\______/_/ \_\_____/ | |
| Rsubread 1.16.1 | |
| //========================== featureCounts setting ===========================\\ | |
| || || | |
| || Input files : 2 BAM files || | |
| || S star_results/S13/Aligned.out.bam || | |
| || S star_results/S14/Aligned.out.bam || | |
| || || | |
| || Output file : ./.Rsubread_featureCounts_pid7346 || | |
| || Annotations : ./.Rsubread_UserProvidedAnnotation_pid7346 ( ... || | |
| || || | |
| || Threads : 8 || | |
| || Level : meta-feature level || | |
| || Paired-end : no || | |
| || Strand specific : yes || | |
| || Multimapping reads : primary only || | |
| || Multi-overlapping reads : counted || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| //================================= Running ==================================\\ | |
| || || | |
| || Load annotation file ./.Rsubread_UserProvidedAnnotation_pid7346 ... || | |
| || Features : 5570906 || | |
| || Meta-features : 22 || | |
| || Chromosomes : 93 || | |
| || || | |
| || Process BAM file star_results/S13/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 14668849 || | |
| || Successfully assigned reads : 8113436 (55.3%) || | |
| || Running time : 0.54 minutes || | |
| || || | |
| || Process BAM file star_results/S14/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 16924553 || | |
| || Successfully assigned reads : 9126360 (53.9%) || | |
| || Running time : 0.62 minutes || | |
| ## Before printing the next line, R hangs for several hours | |
| || || | |
| || Read assignment finished. || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| ## At this point, featureCounts does not finish, but rather R hangs | |
| ## for more hours. I terminated it after 16 hours total runtime. | 
  
    
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  | # This is the do.count function | |
| do.count <- function(bam, saf, ...) { | |
| featureCounts(bam, annot.ext=saf, | |
| isPairedEnd=FALSE, | |
| ...)$counts | |
| } | |
| # Running on randomly sampled 1/500th of the total features | |
| > system.time({ | |
| + x <- do.count(expdata[,"STAR.Bamfile"], saf[sample(seq(nrow(saf)), nrow(saf) / 500),], | |
| + nthreads=1, strandSpecific=1, | |
| + countPrimaryAlignmentsOnly=TRUE, | |
| + allowMultiOverlap=TRUE) | |
| + }) | |
| ========== _____ _ _ ____ _____ ______ _____ | |
| ===== / ____| | | | _ \| __ \| ____| /\ | __ \ | |
| ===== | (___ | | | | |_) | |__) | |__ / \ | | | | | |
| ==== \___ \| | | | _ <| _ /| __| / /\ \ | | | | | |
| ==== ____) | |__| | |_) | | \ \| |____ / ____ \| |__| | | |
| ========== |_____/ \____/|____/|_| \_\______/_/ \_\_____/ | |
| Rsubread 1.16.1 | |
| //========================== featureCounts setting ===========================\\ | |
| || || | |
| || Input files : 2 BAM files || | |
| || S star_results/S13/Aligned.out.bam || | |
| || S star_results/S14/Aligned.out.bam || | |
| || || | |
| || Output file : ./.Rsubread_featureCounts_pid26755 || | |
| || Annotations : ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || || | |
| || Threads : 1 || | |
| || Level : meta-feature level || | |
| || Paired-end : no || | |
| || Strand specific : yes || | |
| || Multimapping reads : primary only || | |
| || Multi-overlapping reads : counted || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| //================================= Running ==================================\\ | |
| || || | |
| || Load annotation file ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || Features : 10596 || | |
| || Meta-features : 18 || | |
| || Chromosomes : 48 || | |
| || || | |
| || Process BAM file star_results/S13/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 14668849 || | |
| || Successfully assigned reads : 4376 (0.0%) || | |
| || Running time : 0.48 minutes || | |
| || || | |
| || Process BAM file star_results/S14/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 16924553 || | |
| || Successfully assigned reads : 4875 (0.0%) || | |
| || Running time : 0.57 minutes || | |
| || || | |
| || Read assignment finished. || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| user system elapsed | |
| 82.893 0.581 64.470 | |
| # Running on randomly sampled 1/50th of the total features | |
| > system.time({ | |
| + x <- do.count(expdata[,"STAR.Bamfile"], saf[sample(seq(nrow(saf)), nrow(saf) / 50),], | |
| + nthreads=1, strandSpecific=1, | |
| + countPrimaryAlignmentsOnly=TRUE, | |
| + allowMultiOverlap=TRUE) | |
| + }) | |
| ========== _____ _ _ ____ _____ ______ _____ | |
| ===== / ____| | | | _ \| __ \| ____| /\ | __ \ | |
| ===== | (___ | | | | |_) | |__) | |__ / \ | | | | | |
| ==== \___ \| | | | _ <| _ /| __| / /\ \ | | | | | |
| ==== ____) | |__| | |_) | | \ \| |____ / ____ \| |__| | | |
| ========== |_____/ \____/|____/|_| \_\______/_/ \_\_____/ | |
| Rsubread 1.16.1 | |
| //========================== featureCounts setting ===========================\\ | |
| || || | |
| || Input files : 2 BAM files || | |
| || S star_results/S13/Aligned.out.bam || | |
| || S star_results/S14/Aligned.out.bam || | |
| || || | |
| || Output file : ./.Rsubread_featureCounts_pid26755 || | |
| || Annotations : ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || || | |
| || Threads : 1 || | |
| || Level : meta-feature level || | |
| || Paired-end : no || | |
| || Strand specific : yes || | |
| || Multimapping reads : primary only || | |
| || Multi-overlapping reads : counted || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| //================================= Running ==================================\\ | |
| || || | |
| || Load annotation file ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || Features : 105962 || | |
| || Meta-features : 20 || | |
| || Chromosomes : 84 || | |
| || || | |
| || Process BAM file star_results/S13/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 14668849 || | |
| || Successfully assigned reads : 53095 (0.4%) || | |
| || Running time : 0.49 minutes || | |
| || || | |
| || Process BAM file star_results/S14/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 16924553 || | |
| || Successfully assigned reads : 58320 (0.3%) || | |
| || Running time : 0.55 minutes || | |
| || || | |
| || Read assignment finished. || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| user system elapsed | |
| 302.078 1.696 283.672 | |
| # Running on randomly sampled 1/10th of the total features | |
| > system.time({ | |
| + x <- do.count(expdata[,"STAR.Bamfile"], saf[sample(seq(nrow(saf)), nrow(saf) / 10),], | |
| + nthreads=1, strandSpecific=1, | |
| + countPrimaryAlignmentsOnly=TRUE, | |
| + allowMultiOverlap=TRUE) | |
| + }) | |
| ========== _____ _ _ ____ _____ ______ _____ | |
| ===== / ____| | | | _ \| __ \| ____| /\ | __ \ | |
| ===== | (___ | | | | |_) | |__) | |__ / \ | | | | | |
| ==== \___ \| | | | _ <| _ /| __| / /\ \ | | | | | |
| ==== ____) | |__| | |_) | | \ \| |____ / ____ \| |__| | | |
| ========== |_____/ \____/|____/|_| \_\______/_/ \_\_____/ | |
| Rsubread 1.16.1 | |
| //========================== featureCounts setting ===========================\\ | |
| || || | |
| || Input files : 2 BAM files || | |
| || S star_results/S13/Aligned.out.bam || | |
| || S star_results/S14/Aligned.out.bam || | |
| || || | |
| || Output file : ./.Rsubread_featureCounts_pid26755 || | |
| || Annotations : ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || || | |
| || Threads : 1 || | |
| || Level : meta-feature level || | |
| || Paired-end : no || | |
| || Strand specific : yes || | |
| || Multimapping reads : primary only || | |
| || Multi-overlapping reads : counted || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| //================================= Running ==================================\\ | |
| || || | |
| || Load annotation file ./.Rsubread_UserProvidedAnnotation_pid26755 ... || | |
| || Features : 529813 || | |
| || Meta-features : 21 || | |
| || Chromosomes : 91 || | |
| || || | |
| || Process BAM file star_results/S13/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 14668849 || | |
| || Successfully assigned reads : 548639 (3.7%) || | |
| || Running time : 0.50 minutes || | |
| || || | |
| || Process BAM file star_results/S14/Aligned.out.bam... || | |
| || Single-end reads are included. || | |
| || Assign reads to features... || | |
| || Total reads : 16924553 || | |
| || Successfully assigned reads : 641071 (3.8%) || | |
| || Running time : 0.55 minutes || | |
| || || | |
| || Read assignment finished. || | |
| || || | |
| \\===================== http://subread.sourceforge.net/ ======================// | |
| user system elapsed | |
| 5295.715 0.643 5282.844 | 
  
    
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  | > sessionInfo() | |
| R version 3.1.1 (2014-07-10) | |
| Platform: x86_64-unknown-linux-gnu (64-bit) | |
| locale: | |
| [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C | |
| [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 | |
| [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 | |
| [7] LC_PAPER=en_US.UTF-8 LC_NAME=en_US.UTF-8 | |
| [9] LC_ADDRESS=en_US.UTF-8 LC_TELEPHONE=en_US.UTF-8 | |
| [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=en_US.UTF-8 | |
| attached base packages: | |
| [1] grDevices datasets stats4 parallel graphics utils stats | |
| [8] methods base | |
| other attached packages: | |
| [1] ShortRead_1.24.0 | |
| [2] GenomicAlignments_1.2.1 | |
| [3] Rsamtools_1.18.2 | |
| [4] BiocParallel_1.0.0 | |
| [5] xlsx_0.5.7 | |
| [6] xlsxjars_0.6.1 | |
| [7] rJava_0.9-6 | |
| [8] plyr_1.8.1 | |
| [9] org.Hs.eg.db_3.0.0 | |
| [10] RSQLite_1.0.0 | |
| [11] DBI_0.3.1 | |
| [12] magrittr_1.5 | |
| [13] doParallel_1.0.8 | |
| [14] iterators_1.0.7 | |
| [15] foreach_1.4.2 | |
| [16] annotate_1.44.0 | |
| [17] XML_3.98-1.1 | |
| [18] TxDb.Hsapiens.UCSC.hg19.knownGene_3.0.0 | |
| [19] GenomicFeatures_1.18.2 | |
| [20] AnnotationDbi_1.28.1 | |
| [21] Biobase_2.26.0 | |
| [22] Rsubread_1.16.1 | |
| [23] BSgenome.Hsapiens.UCSC.hg19_1.4.0 | |
| [24] BSgenome_1.34.0 | |
| [25] rtracklayer_1.26.2 | |
| [26] Biostrings_2.34.0 | |
| [27] XVector_0.6.0 | |
| [28] GenomicRanges_1.18.1 | |
| [29] GenomeInfoDb_1.2.2 | |
| [30] BiocInstaller_1.16.1 | |
| [31] stringr_0.6.2 | |
| [32] IRanges_2.0.0 | |
| [33] S4Vectors_0.4.0 | |
| [34] BiocGenerics_0.12.0 | |
| [35] R.utils_1.34.0 | |
| [36] R.oo_1.18.0 | |
| [37] R.methodsS3_1.6.1 | |
| [38] ggplot2_1.0.0 | |
| loaded via a namespace (and not attached): | |
| [1] base64enc_0.1-2 BatchJobs_1.5 BBmisc_1.8 | |
| [4] biomaRt_2.22.0 bitops_1.0-6 brew_1.0-6 | |
| [7] checkmate_1.5.0 codetools_0.2-9 colorspace_1.2-4 | |
| [10] digest_0.6.4 fail_1.2 grid_3.1.1 | |
| [13] gtable_0.1.2 hwriter_1.3.2 lattice_0.20-29 | |
| [16] latticeExtra_0.6-26 MASS_7.3-35 munsell_0.4.2 | |
| [19] proto_0.3-10 RColorBrewer_1.1-2 Rcpp_0.11.3 | |
| [22] RCurl_1.95-4.3 reshape2_1.4 scales_0.2.4 | |
| [25] sendmailR_1.2-1 tools_3.1.1 xtable_1.7-4 | |
| [28] zlibbioc_1.12.0 | 
  
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