### Pipeline run code and environment: * Command: `/scratch/jps3dp/tools/databio//peppro/pipelines/peppro.py --sample-name K562_RNA-seq_50 --genome hg38 --input /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz --single-or-paired SINGLE -O /project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline -P 12 -M 12000 --protocol PRO --umi-len 0 --scale --prealignments human_rDNA --dirty` * Compute host: udc-ba26-10 * Working dir: /sfs/lustre/bahamut/scratch/jps3dp/tools/databio/ppqc * Outfolder: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/ * Pipeline started at: (06-11 17:13:57) elapsed: 7.0 _TIME_ ### Version log: * Python version: 3.6.6 * Pypiper dir: `/sfs/qumulo/qhome/jps3dp/.local/lib/python3.6/site-packages/pypiper` * Pypiper version: 0.12.1 * Pipeline dir: `/sfs/lustre/bahamut/scratch/jps3dp/tools/databio/peppro/pipelines` * Pipeline version: 0.9.8 * Pipeline hash: 887a9a85408962dc3ca070dc954e59a5d4d73a10 * Pipeline branch: * master * Pipeline date: 2020-06-09 11:36:49 -0400 * Pipeline diff: 40 files changed, 16373 insertions(+), 3522 deletions(-) ### Arguments passed to pipeline: * `TSS_name`: `None` * `adapter`: `cutadapt` * `anno_name`: `None` * `complexity`: `False` * `config_file`: `peppro.yaml` * `cores`: `12` * `coverage`: `False` * `dedup`: `seqkit` * `dirty`: `True` * `ensembl_gene_body`: `None` * `ensembl_tss`: `None` * `exon_name`: `None` * `force_follow`: `False` * `genome_assembly`: `hg38` * `input`: `['/project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz']` * `input2`: `None` * `intron_name`: `None` * `keep`: `False` * `logdev`: `False` * `max_len`: `-1` * `mem`: `12000` * `new_start`: `False` * `no_fifo`: `False` * `output_parent`: `/project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline` * `paired_end`: `False` * `pre_name`: `None` * `prealignments`: `['human_rDNA']` * `prioritize`: `False` * `protocol`: `PRO` * `recover`: `False` * `sample_name`: `K562_RNA-seq_50` * `scale`: `True` * `search_file`: `None` * `silent`: `False` * `single_or_paired`: `SINGLE` * `sob`: `False` * `testmode`: `False` * `trimmer`: `seqtk` * `umi_len`: `0` * `verbosity`: `None` ---------------------------------------- Local input file: /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz > `File_mb` 5536.54 PEPPRO _RES_ > `Read_type` SINGLE PEPPRO _RES_ > `Genome` hg38 PEPPRO _RES_ Detected PRO input ### Merge/link and fastq conversion: (06-11 17:13:58) elapsed: 1.0 _TIME_ Number of input file sets: 1 Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz` > `ln -sf /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz` (167230)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0GB.  
  PID: 167230;	Command: ln;	Return code: 0;	Memory used: 0.0GB

Local input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz'
Found .fastq.gz file
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1.fastq`  

> `pigz -f -p 12 -d -c /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1.fastq` (167231)

Command completed. Elapsed time: 0:02:58. Running peak memory: 0.002GB.  
  PID: 167231;	Command: pigz;	Return code: 0;	Memory used: 0.002GB


> `Raw_reads`	70000000	PEPPRO	_RES_

> `Fastq_reads`	70000000	PEPPRO	_RES_
['/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz']

### FASTQ processing:  (06-11 17:18:58) elapsed: 300.0 _TIME_


> `cutadapt --version`
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_processed.fastq`  

> `(cutadapt -j 12 -m 2 -O 1 -a TGGAATTCTCGGGTGCCAAGG /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1.fastq -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_noadap.fastq --too-short-output /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_short.fastq ) > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt` (168232)

Command completed. Elapsed time: 0:03:10. Running peak memory: 4.783GB.  
  PID: 168232;	Command: cutadapt;	Return code: 0;	Memory used: 4.783GB


> `seqtk trimfq -b 0 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_noadap.fastq | seqtk seq -L 2 -r - > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_processed.fastq` (168703,168704)

Command completed. Elapsed time: 0:02:18. Running peak memory: 4.783GB.  
  PID: 168704;	Command: seqtk;	Return code: 0;	Memory used: 0.002GB  
  PID: 168703;	Command: seqtk;	Return code: 0;	Memory used: 0.001GB


> `grep 'Reads with adapters:' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{print $(NF-1)}'`

> `Reads_with_adapter`	42246395.0	PEPPRO	_RES_

> `grep 'Total basepairs processed:' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{print $(NF-1)}'`

> `awk '{sum+=$1*$2} END {printf "%.0f", sum}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt`

> `wc -l /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_short.fastq | awk '{print $1}'`

> `Uninformative_adapter_reads`	875215.0	PEPPRO	_RES_

> `Pct_uninformative_adapter_reads`	1.2503	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastqc/K562_RNA-seq_50_R1_processed_fastqc.html`  

> `echo '### Calculate the number of trimmed reads'` (169377)
### Calculate the number of trimmed reads
Command completed. Elapsed time: 0:00:00. Running peak memory: 4.783GB. PID: 169377; Command: echo; Return code: 0; Memory used: 0.0GB Evaluating read trimming > `Trimmed_reads` 69124785 PEPPRO _RES_ > `Trim_loss_rate` 1.25 PEPPRO _RES_ Targetless command, running... > `fastqc --noextract --outdir /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastqc /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_processed.fastq` (169588)
Started analysis of K562_RNA-seq_50_R1_processed.fastq
Approx 5% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 10% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 15% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 20% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 25% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 30% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 35% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 40% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 45% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 50% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 55% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 60% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 65% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 70% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 75% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 80% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 85% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 90% complete for K562_RNA-seq_50_R1_processed.fastq
Approx 95% complete for K562_RNA-seq_50_R1_processed.fastq
Analysis complete for K562_RNA-seq_50_R1_processed.fastq
Command completed. Elapsed time: 0:04:36. Running peak memory: 4.783GB. PID: 169588; Command: fastqc; Return code: 0; Memory used: 0.244GB > `FastQC report r1` fastqc/K562_RNA-seq_50_R1_processed_fastqc.html FastQC report r1 None PEPPRO _OBJ_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/processed_R1.flag` > `touch /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/processed_R1.flag` (172751)

Command completed. Elapsed time: 0:00:00. Running peak memory: 4.783GB.  
  PID: 172751;	Command: touch;	Return code: 0;	Memory used: 0.002GB


### Plot adapter insertion distribution (06-11 17:30:44) elapsed: 706.0 _TIME_

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf`  

> `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R cutadapt -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt` (172754)
Adapter insertion distribution plot completed!

Command completed. Elapsed time: 0:00:06. Running peak memory: 4.783GB. PID: 172754; Command: Rscript; Return code: 0; Memory used: 0.205GB > `Adapter insertion distribution` cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf Adapter insertion distribution cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.png PEPPRO _OBJ_ Missing stat 'Peak_adapter_insertion_size' > `awk '/count/,0' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk 'NR>2 {print prev} {prev=$0}' | awk '{if ($3/$2 < 0.01) print $1, $2}' | awk 'BEGIN{max= 0; max_len=0; len=0}{if ($2>0+max) {max=$2; len=$1}; max_len=$1} END{print max_len-len}'` > `Peak_adapter_insertion_size` 34 PEPPRO _RES_ Missing stat 'Degradation_ratio' ### Calculating degradation ratio (06-11 17:30:50) elapsed: 6.0 _TIME_ > `awk 'NR>2 {print prev} {prev=$0}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{ if ($1 == 10) {status = 1}} END {if (status) {print status} else {print 0}}'` > `awk 'NR>2 {print prev} {prev=$0}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{ if ($1 == 20) {status = 1}} END {if (status) {print status} else {print 0}}'` > `awk 'NR>2 {print prev} {prev=$0}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{ if ($1 == 30) {status = 1}} END {if (status) {print status} else {print 0}}'` > `awk 'NR>2 {print prev} {prev=$0}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk '{ if ($1 == 40) {status = 1}} END {if (status) {print status} else {print 0}}'` > `awk '/count/,0' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_cutadapt.txt | awk 'NR>2 {print prev} {prev=$0}' | awk '{if ($3/$2 < 0.01) print $1, $2}' | awk '{a[NR]=$1; b[NR]=$2; max_len=$1}{if ($1 > max_len) {max_len=$1}} END{ for (i in a) print 1+max_len-a[i], b[i]}' | sort -nk1 | awk '($1 <= 20 && $1 >= 10){degradedSum += $2}; ($1 >= 30 && $1 <= 40){intactSum += $2} END {if (intactSum < 1) {intactSum = 1} print degradedSum/intactSum}'` > `Degradation_ratio` 0.231 PEPPRO _RES_ ### Prealignments (06-11 17:30:50) elapsed: 0.0 _TIME_ Prealignment assemblies: ['human_rDNA'] ### Map to human_rDNA (06-11 17:30:50) elapsed: 0.0 _TIME_ > `(bowtie2 -p 12 -k 1 -D 20 -R 3 -N 1 -L 20 -i S,1,0.50 -x /project/shefflab/genomes/human_rDNA/bowtie2_index/default/human_rDNA --rg-id K562_RNA-seq_50 -U /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1_processed.fastq --un /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq 2>&1 > /dev/null)` Missing stat 'Aligned_reads_human_rDNA' 69124785 reads; of these: 69124785 (100.00%) were unpaired; of these: 65165732 (94.27%) aligned 0 times 3959053 (5.73%) aligned exactly 1 time 0 (0.00%) aligned >1 times 5.73% overall alignment rate > `Aligned_reads_human_rDNA` 3959053.0 PEPPRO _RES_ > `Alignment_rate_human_rDNA` 5.73 PEPPRO _RES_ ### Map to genome (06-11 17:38:29) elapsed: 459.0 _TIME_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` > `bowtie2 -p 12 --very-sensitive --rg-id K562_RNA-seq_50 -x /project/shefflab/genomes/hg38/bowtie2_index/default/hg38 -U /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq | samtools view -bS - -@ 1 | samtools sort - -@ 1 -T /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/tmpusv9ec2r -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam` (177638,177647,177648)
65165732 reads; of these:
  65165732 (100.00%) were unpaired; of these:
    6142637 (9.43%) aligned 0 times
    39932788 (61.28%) aligned exactly 1 time
    19090307 (29.30%) aligned >1 times
90.57% overall alignment rate
[bam_sort_core] merging from 21 files and 1 in-memory blocks...
Command completed. Elapsed time: 0:41:02. Running peak memory: 4.783GB. PID: 177647; Command: samtools; Return code: 0; Memory used: 0.004GB PID: 177638; Command: bowtie2; Return code: 0; Memory used: 3.715GB PID: 177648; Command: samtools; Return code: 0; Memory used: 0.959GB > `samtools view -q 10 -b -@ 12 -U /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_fail_qc.bam /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` (11542)

Command completed. Elapsed time: 0:02:53. Running peak memory: 4.783GB.  
  PID: 11542;	Command: samtools;	Return code: 0;	Memory used: 0.019GB


> `samtools depth -b /project/shefflab/genomes/hg38/refgene_anno/default/hg38_pre-mRNA.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam | awk '{counter++;sum+=$3}END{print sum/counter}'`

> `Mapped_reads`	59023095	PEPPRO	_RES_

> `QC_filtered_reads`	9634021	PEPPRO	_RES_

> `Aligned_reads`	49389074	PEPPRO	_RES_

> `Alignment_rate`	71.45	PEPPRO	_RES_

> `Total_efficiency`	70.56	PEPPRO	_RES_

> `Read_depth`	6.57	PEPPRO	_RES_

### Compress all unmapped read files (06-11 18:44:33) elapsed: 3965.0 _TIME_

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq.gz`  

> `pigz -f -p 12 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq` (26942)

Command completed. Elapsed time: 0:02:35. Running peak memory: 4.783GB.  
  PID: 26942;	Command: pigz;	Return code: 0;	Memory used: 0.011GB

Missing stat 'Mitochondrial_reads'
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam.bai`  

> `samtools index /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam` (28473)

Command completed. Elapsed time: 0:01:13. Running peak memory: 4.783GB.  
  PID: 28473;	Command: samtools;	Return code: 0;	Memory used: 0.015GB


> `samtools idxstats /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam | grep -we 'chrM' -we 'chrMT' -we 'M' -we 'MT' -we 'rCRSd' -we 'rCRSd_3k'| cut -f 3`

> `Mitochondrial_reads`	2741453	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_noMT.bam`  

> `samtools index /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` (29054)

Command completed. Elapsed time: 0:00:56. Running peak memory: 4.783GB.  
  PID: 29054;	Command: samtools;	Return code: 0;	Memory used: 0.015GB


> `samtools idxstats /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam | cut -f 1-2 | awk '{print $1, 0, $2}' | grep -vwe 'chrM' -vwe 'chrMT' -vwe 'M' -vwe 'MT' -vwe 'rCRSd' -vwe 'rCRSd_3k' > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/chr_sizes.bed` (29495,29496,29498,29499)

Command completed. Elapsed time: 0:00:00. Running peak memory: 4.783GB.  
  PID: 29496;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 29499;	Command: grep;	Return code: 0;	Memory used: 0.0GB  
  PID: 29495;	Command: samtools;	Return code: 0;	Memory used: 0.009GB  
  PID: 29498;	Command: awk;	Return code: 0;	Memory used: 0.0GB


> `samtools view -L /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/chr_sizes.bed -b -@ 12 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_noMT.bam` (29501)

Command completed. Elapsed time: 0:01:05. Running peak memory: 4.783GB.  
  PID: 29501;	Command: samtools;	Return code: 0;	Memory used: 0.019GB


> `mv /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_noMT.bam /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` (30351)

Command completed. Elapsed time: 0:00:00. Running peak memory: 4.783GB.  
  PID: 30351;	Command: mv;	Return code: 0;	Memory used: 0.002GB


> `samtools index /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` (30353)

Command completed. Elapsed time: 0:00:51. Running peak memory: 4.783GB.  
  PID: 30353;	Command: samtools;	Return code: 0;	Memory used: 0.015GB

Missing stat 'Maximum_read_length'

> `samtools stats /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam | grep '^SN' | cut -f 2- | grep 'maximum length:' | cut -f 2-`

> `Maximum_read_length`	100	PEPPRO	_RES_
Missing stat 'Genome_size'

> `awk '{sum+=$2} END {printf "%.0f", sum}' /project/shefflab/genomes/hg38/fasta/default/hg38.chrom.sizes`

> `Genome_size`	3099922541	PEPPRO	_RES_

### Calculate NRF, PBC1, and PBC2 (06-11 18:54:00) elapsed: 567.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam.bai`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv`  

> `/scratch/jps3dp/tools/databio//peppro/tools/bamQC.py --silent -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -c 12 -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` (32039)
Configured logger 'root' using pararead v0.6
Registering input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam'
Temporary files will be stored in: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmp_K562_RNA-seq_50_sort__1aozd3o'
Processing with 12 cores...
Discarding 97 chunk(s) of reads: ['chrM', 'chr1_KI270709v1_random', 'chr1_KI270710v1_random', 'chr2_KI270715v1_random', 'chr2_KI270716v1_random', 'chr9_KI270717v1_random', 'chr22_KI270739v1_random', 'chrY_KI270740v1_random', 'chrUn_KI270302v1', 'chrUn_KI270304v1', 'chrUn_KI270303v1', 'chrUn_KI270305v1', 'chrUn_KI270322v1', 'chrUn_KI270320v1', 'chrUn_KI270310v1', 'chrUn_KI270316v1', 'chrUn_KI270315v1', 'chrUn_KI270312v1', 'chrUn_KI270311v1', 'chrUn_KI270317v1', 'chrUn_KI270412v1', 'chrUn_KI270411v1', 'chrUn_KI270414v1', 'chrUn_KI270419v1', 'chrUn_KI270418v1', 'chrUn_KI270420v1', 'chrUn_KI270424v1', 'chrUn_KI270417v1', 'chrUn_KI270422v1', 'chrUn_KI270423v1', 'chrUn_KI270425v1', 'chrUn_KI270429v1', 'chrUn_KI270465v1', 'chrUn_KI270468v1', 'chrUn_KI270510v1', 'chrUn_KI270509v1', 'chrUn_KI270518v1', 'chrUn_KI270508v1', 'chrUn_KI270516v1', 'chrUn_KI270512v1', 'chrUn_KI270522v1', 'chrUn_KI270511v1', 'chrUn_KI270507v1', 'chrUn_KI270517v1', 'chrUn_KI270529v1', 'chrUn_KI270528v1', 'chrUn_KI270530v1', 'chrUn_KI270539v1', 'chrUn_KI270544v1', 'chrUn_KI270548v1', 'chrUn_KI270587v1', 'chrUn_KI270581v1', 'chrUn_KI270579v1', 'chrUn_KI270588v1', 'chrUn_KI270593v1', 'chrUn_KI270329v1', 'chrUn_KI270334v1', 'chrUn_KI270333v1', 'chrUn_KI270335v1', 'chrUn_KI270338v1', 'chrUn_KI270340v1', 'chrUn_KI270336v1', 'chrUn_KI270337v1', 'chrUn_KI270363v1', 'chrUn_KI270364v1', 'chrUn_KI270362v1', 'chrUn_KI270366v1', 'chrUn_KI270378v1', 'chrUn_KI270379v1', 'chrUn_KI270389v1', 'chrUn_KI270390v1', 'chrUn_KI270387v1', 'chrUn_KI270395v1', 'chrUn_KI270396v1', 'chrUn_KI270388v1', 'chrUn_KI270394v1', 'chrUn_KI270386v1', 'chrUn_KI270391v1', 'chrUn_KI270383v1', 'chrUn_KI270393v1', 'chrUn_KI270384v1', 'chrUn_KI270392v1', 'chrUn_KI270381v1', 'chrUn_KI270385v1', 'chrUn_KI270382v1', 'chrUn_KI270376v1', 'chrUn_KI270374v1', 'chrUn_KI270372v1', 'chrUn_KI270373v1', 'chrUn_KI270375v1', 'chrUn_KI270371v1', 'chrUn_GL000226v1', 'chrUn_KI270747v1', 'chrUn_KI270752v1', 'chrUn_KI270753v1', 'chrUn_KI270755v1', 'chrUn_KI270756v1']
Keeping 98 chunk(s) of reads: ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr8', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr1_KI270706v1_random', 'chr1_KI270707v1_random', 'chr1_KI270708v1_random', 'chr1_KI270711v1_random', 'chr1_KI270712v1_random', 'chr1_KI270713v1_random', 'chr1_KI270714v1_random', 'chr3_GL000221v1_random', 'chr4_GL000008v2_random', 'chr5_GL000208v1_random', 'chr9_KI270718v1_random', 'chr9_KI270719v1_random', 'chr9_KI270720v1_random', 'chr11_KI270721v1_random', 'chr14_GL000009v2_random', 'chr14_GL000225v1_random', 'chr14_KI270722v1_random', 'chr14_GL000194v1_random', 'chr14_KI270723v1_random', 'chr14_KI270724v1_random', 'chr14_KI270725v1_random', 'chr14_KI270726v1_random', 'chr15_KI270727v1_random', 'chr16_KI270728v1_random', 'chr17_GL000205v2_random', 'chr17_KI270729v1_random', 'chr17_KI270730v1_random', 'chr22_KI270731v1_random', 'chr22_KI270732v1_random', 'chr22_KI270733v1_random', 'chr22_KI270734v1_random', 'chr22_KI270735v1_random', 'chr22_KI270736v1_random', 'chr22_KI270737v1_random', 'chr22_KI270738v1_random', 'chrUn_KI270442v1', 'chrUn_KI270466v1', 'chrUn_KI270467v1', 'chrUn_KI270435v1', 'chrUn_KI270438v1', 'chrUn_KI270519v1', 'chrUn_KI270515v1', 'chrUn_KI270538v1', 'chrUn_KI270583v1', 'chrUn_KI270580v1', 'chrUn_KI270589v1', 'chrUn_KI270590v1', 'chrUn_KI270584v1', 'chrUn_KI270582v1', 'chrUn_KI270591v1', 'chrUn_KI270330v1', 'chrUn_KI270448v1', 'chrUn_KI270521v1', 'chrUn_GL000195v1', 'chrUn_GL000219v1', 'chrUn_GL000220v1', 'chrUn_GL000224v1', 'chrUn_KI270741v1', 'chrUn_GL000213v1', 'chrUn_KI270743v1', 'chrUn_KI270744v1', 'chrUn_KI270745v1', 'chrUn_KI270746v1', 'chrUn_KI270748v1', 'chrUn_KI270749v1', 'chrUn_KI270750v1', 'chrUn_KI270751v1', 'chrUn_KI270754v1', 'chrUn_KI270757v1', 'chrUn_GL000214v1', 'chrUn_KI270742v1', 'chrUn_GL000216v2', 'chrUn_GL000218v1', 'chrEBV']
Command completed. Elapsed time: 0:01:14. Running peak memory: 4.783GB. PID: 32039; Command: /scratch/jps3dp/tools/databio//peppro/tools/bamQC.py; Return code: 0; Memory used: 2.006GB > `awk '{ for (i=1; i<=NF; ++i) { if ($i ~ "NRF") c=i } getline; print $c }' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` Got SIGTERM. Failing gracefully... (06-11 18:55:14) elapsed: 74.0 _TIME_ Setting dynamic recover file: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/recover.lock.QC_hg38__K562_RNA-seq_50_bamQC.tsv ### Pipeline failed at: (06-11 18:55:14) elapsed: 0.0 _TIME_ Total time: 1:41:25 Failure reason: SIGTERM Pipeline aborted. ### Pipeline run code and environment: * Command: `/scratch/jps3dp/tools/databio//peppro/pipelines/peppro.py --sample-name K562_RNA-seq_50 --genome hg38 --input /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz --single-or-paired SINGLE -O /project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline -P 12 -M 12000 --protocol PRO --umi-len 0 --scale --prealignments human_rDNA --dirty -R` * Compute host: udc-ba25-32c1 * Working dir: /sfs/lustre/bahamut/scratch/jps3dp/tools/databio/ppqc * Outfolder: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/ * Pipeline started at: (06-11 19:08:42) elapsed: 1.0 _TIME_ ### Version log: * Python version: 3.6.6 * Pypiper dir: `/sfs/qumulo/qhome/jps3dp/.local/lib/python3.6/site-packages/pypiper` * Pypiper version: 0.12.1 * Pipeline dir: `/sfs/lustre/bahamut/scratch/jps3dp/tools/databio/peppro/pipelines` * Pipeline version: 0.9.8 * Pipeline hash: 887a9a85408962dc3ca070dc954e59a5d4d73a10 * Pipeline branch: * master * Pipeline date: 2020-06-09 11:36:49 -0400 * Pipeline diff: 40 files changed, 16373 insertions(+), 3522 deletions(-) ### Arguments passed to pipeline: * `TSS_name`: `None` * `adapter`: `cutadapt` * `anno_name`: `None` * `complexity`: `False` * `config_file`: `peppro.yaml` * `cores`: `12` * `coverage`: `False` * `dedup`: `seqkit` * `dirty`: `True` * `ensembl_gene_body`: `None` * `ensembl_tss`: `None` * `exon_name`: `None` * `force_follow`: `False` * `genome_assembly`: `hg38` * `input`: `['/project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz']` * `input2`: `None` * `intron_name`: `None` * `keep`: `False` * `logdev`: `False` * `max_len`: `-1` * `mem`: `12000` * `new_start`: `False` * `no_fifo`: `False` * `output_parent`: `/project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline` * `paired_end`: `False` * `pre_name`: `None` * `prealignments`: `['human_rDNA']` * `prioritize`: `False` * `protocol`: `PRO` * `recover`: `True` * `sample_name`: `K562_RNA-seq_50` * `scale`: `True` * `search_file`: `None` * `silent`: `False` * `single_or_paired`: `SINGLE` * `sob`: `False` * `testmode`: `False` * `trimmer`: `seqtk` * `umi_len`: `0` * `verbosity`: `None` ---------------------------------------- Removed existing flag: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/PEPPRO_failed.flag' Local input file: /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz > `File_mb` 5536.54 PEPPRO _RES_ > `Read_type` SINGLE PEPPRO _RES_ > `Genome` hg38 PEPPRO _RES_ Detected PRO input ### Merge/link and fastq conversion: (06-11 19:08:43) elapsed: 1.0 _TIME_ Number of input file sets: 1 Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz` Local input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz' Found .fastq.gz file Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1.fastq` ['/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz'] ### FASTQ processing: (06-11 19:08:43) elapsed: 0.0 _TIME_ Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/processed_R1.flag` ### Plot adapter insertion distribution (06-11 19:08:43) elapsed: 0.0 _TIME_ Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf` > `Adapter insertion distribution` cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf Adapter insertion distribution cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.png PEPPRO _OBJ_ ### Prealignments (06-11 19:08:43) elapsed: 0.0 _TIME_ Prealignment assemblies: ['human_rDNA'] ### Map to human_rDNA (06-11 19:08:43) elapsed: 0.0 _TIME_ No files match cleanup pattern: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq ### Map to genome (06-11 19:08:43) elapsed: 0.0 _TIME_ Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam` ### Compress all unmapped read files (06-11 19:08:44) elapsed: 0.0 _TIME_ Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq.gz` ### Calculate NRF, PBC1, and PBC2 (06-11 19:08:44) elapsed: 0.0 _TIME_ Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam.bai` Found lock file: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/lock.QC_hg38__K562_RNA-seq_50_bamQC.tsv Overwriting target... Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` > `/scratch/jps3dp/tools/databio//peppro/tools/bamQC.py --silent -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -c 12 -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` (98040)
Configured logger 'root' using pararead v0.6
Output file already exists and will be overwritten: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv'
Registering input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam'
Temporary files will be stored in: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmp_K562_RNA-seq_50_sort_euhivhzr'
Processing with 12 cores...
Discarding 97 chunk(s) of reads: ['chrM', 'chr1_KI270709v1_random', 'chr1_KI270710v1_random', 'chr2_KI270715v1_random', 'chr2_KI270716v1_random', 'chr9_KI270717v1_random', 'chr22_KI270739v1_random', 'chrY_KI270740v1_random', 'chrUn_KI270302v1', 'chrUn_KI270304v1', 'chrUn_KI270303v1', 'chrUn_KI270305v1', 'chrUn_KI270322v1', 'chrUn_KI270320v1', 'chrUn_KI270310v1', 'chrUn_KI270316v1', 'chrUn_KI270315v1', 'chrUn_KI270312v1', 'chrUn_KI270311v1', 'chrUn_KI270317v1', 'chrUn_KI270412v1', 'chrUn_KI270411v1', 'chrUn_KI270414v1', 'chrUn_KI270419v1', 'chrUn_KI270418v1', 'chrUn_KI270420v1', 'chrUn_KI270424v1', 'chrUn_KI270417v1', 'chrUn_KI270422v1', 'chrUn_KI270423v1', 'chrUn_KI270425v1', 'chrUn_KI270429v1', 'chrUn_KI270465v1', 'chrUn_KI270468v1', 'chrUn_KI270510v1', 'chrUn_KI270509v1', 'chrUn_KI270518v1', 'chrUn_KI270508v1', 'chrUn_KI270516v1', 'chrUn_KI270512v1', 'chrUn_KI270522v1', 'chrUn_KI270511v1', 'chrUn_KI270507v1', 'chrUn_KI270517v1', 'chrUn_KI270529v1', 'chrUn_KI270528v1', 'chrUn_KI270530v1', 'chrUn_KI270539v1', 'chrUn_KI270544v1', 'chrUn_KI270548v1', 'chrUn_KI270587v1', 'chrUn_KI270581v1', 'chrUn_KI270579v1', 'chrUn_KI270588v1', 'chrUn_KI270593v1', 'chrUn_KI270329v1', 'chrUn_KI270334v1', 'chrUn_KI270333v1', 'chrUn_KI270335v1', 'chrUn_KI270338v1', 'chrUn_KI270340v1', 'chrUn_KI270336v1', 'chrUn_KI270337v1', 'chrUn_KI270363v1', 'chrUn_KI270364v1', 'chrUn_KI270362v1', 'chrUn_KI270366v1', 'chrUn_KI270378v1', 'chrUn_KI270379v1', 'chrUn_KI270389v1', 'chrUn_KI270390v1', 'chrUn_KI270387v1', 'chrUn_KI270395v1', 'chrUn_KI270396v1', 'chrUn_KI270388v1', 'chrUn_KI270394v1', 'chrUn_KI270386v1', 'chrUn_KI270391v1', 'chrUn_KI270383v1', 'chrUn_KI270393v1', 'chrUn_KI270384v1', 'chrUn_KI270392v1', 'chrUn_KI270381v1', 'chrUn_KI270385v1', 'chrUn_KI270382v1', 'chrUn_KI270376v1', 'chrUn_KI270374v1', 'chrUn_KI270372v1', 'chrUn_KI270373v1', 'chrUn_KI270375v1', 'chrUn_KI270371v1', 'chrUn_GL000226v1', 'chrUn_KI270747v1', 'chrUn_KI270752v1', 'chrUn_KI270753v1', 'chrUn_KI270755v1', 'chrUn_KI270756v1']
Keeping 98 chunk(s) of reads: ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr8', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr1_KI270706v1_random', 'chr1_KI270707v1_random', 'chr1_KI270708v1_random', 'chr1_KI270711v1_random', 'chr1_KI270712v1_random', 'chr1_KI270713v1_random', 'chr1_KI270714v1_random', 'chr3_GL000221v1_random', 'chr4_GL000008v2_random', 'chr5_GL000208v1_random', 'chr9_KI270718v1_random', 'chr9_KI270719v1_random', 'chr9_KI270720v1_random', 'chr11_KI270721v1_random', 'chr14_GL000009v2_random', 'chr14_GL000225v1_random', 'chr14_KI270722v1_random', 'chr14_GL000194v1_random', 'chr14_KI270723v1_random', 'chr14_KI270724v1_random', 'chr14_KI270725v1_random', 'chr14_KI270726v1_random', 'chr15_KI270727v1_random', 'chr16_KI270728v1_random', 'chr17_GL000205v2_random', 'chr17_KI270729v1_random', 'chr17_KI270730v1_random', 'chr22_KI270731v1_random', 'chr22_KI270732v1_random', 'chr22_KI270733v1_random', 'chr22_KI270734v1_random', 'chr22_KI270735v1_random', 'chr22_KI270736v1_random', 'chr22_KI270737v1_random', 'chr22_KI270738v1_random', 'chrUn_KI270442v1', 'chrUn_KI270466v1', 'chrUn_KI270467v1', 'chrUn_KI270435v1', 'chrUn_KI270438v1', 'chrUn_KI270519v1', 'chrUn_KI270515v1', 'chrUn_KI270538v1', 'chrUn_KI270583v1', 'chrUn_KI270580v1', 'chrUn_KI270589v1', 'chrUn_KI270590v1', 'chrUn_KI270584v1', 'chrUn_KI270582v1', 'chrUn_KI270591v1', 'chrUn_KI270330v1', 'chrUn_KI270448v1', 'chrUn_KI270521v1', 'chrUn_GL000195v1', 'chrUn_GL000219v1', 'chrUn_GL000220v1', 'chrUn_GL000224v1', 'chrUn_KI270741v1', 'chrUn_GL000213v1', 'chrUn_KI270743v1', 'chrUn_KI270744v1', 'chrUn_KI270745v1', 'chrUn_KI270746v1', 'chrUn_KI270748v1', 'chrUn_KI270749v1', 'chrUn_KI270750v1', 'chrUn_KI270751v1', 'chrUn_KI270754v1', 'chrUn_KI270757v1', 'chrUn_GL000214v1', 'chrUn_KI270742v1', 'chrUn_GL000216v2', 'chrUn_GL000218v1', 'chrEBV']
Command completed. Elapsed time: 0:01:12. Running peak memory: 1.497GB. PID: 98040; Command: /scratch/jps3dp/tools/databio//peppro/tools/bamQC.py; Return code: 0; Memory used: 1.497GB > `awk '{ for (i=1; i<=NF; ++i) { if ($i ~ "NRF") c=i } getline; print $c }' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` > `awk '{ for (i=1; i<=NF; ++i) { if ($i ~ "PBC1") c=i } getline; print $c }' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` > `awk '{ for (i=1; i<=NF; ++i) { if ($i ~ "PBC2") c=i } getline; print $c }' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv` > `NRF` 0.73 PEPPRO _RES_ > `PBC1` 0.89 PEPPRO _RES_ > `PBC2` 14.29 PEPPRO _RES_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_unmap.bam` > `samtools view -b -@ 12 -f 4 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_unmap.bam` (98138)

Command completed. Elapsed time: 0:00:22. Running peak memory: 1.497GB.  
  PID: 98138;	Command: samtools;	Return code: 0;	Memory used: 0.017GB


> `samtools view -c -f 4 -@ 12 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_temp.bam`

> `Unmapped_reads`	6142637	PEPPRO	_RES_

### Split BAM by strand (06-11 19:10:28) elapsed: 104.0 _TIME_

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam`  

> `samtools view -bh -F 20 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam` (98510)

Command completed. Elapsed time: 0:03:45. Running peak memory: 1.497GB.  
  PID: 98510;	Command: samtools;	Return code: 0;	Memory used: 0.006GB


> `samtools view -bh -f 16 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam` (99399)

Command completed. Elapsed time: 0:03:42. Running peak memory: 1.497GB.  
  PID: 99399;	Command: samtools;	Return code: 0;	Memory used: 0.006GB


### Calculate TSS enrichment (06-11 19:17:55) elapsed: 447.0 _TIME_

Missing stat 'TSS_non-coding_score'
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/plus_TSS.tsv`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/minus_TSS.tsv`  

> `sed -n -e '/[[:space:]]+/w /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/plus_TSS.tsv' -e '/[[:space:]]-/w /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/minus_TSS.tsv' /project/shefflab/genomes/hg38/refgene_anno/default/hg38_TSS.bed` (100038)

Command completed. Elapsed time: 0:00:00. Running peak memory: 1.497GB.  
  PID: 100038;	Command: sed;	Return code: 0;	Memory used: 0.002GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_plus_TssEnrichment.txt`  

> `/scratch/jps3dp/tools/databio//peppro/tools/pyTssEnrichment.py -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/plus_TSS.tsv -p ends -c 12 -z -v -s 6 -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_plus_TssEnrichment.txt` (100040)

Command completed. Elapsed time: 0:00:10. Running peak memory: 1.497GB.  
  PID: 100040;	Command: /scratch/jps3dp/tools/databio//peppro/tools/pyTssEnrichment.py;	Return code: 0;	Memory used: 0.53GB


> `TSS_coding_score`	17.0	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_minus_TssEnrichment.txt`  

> `/scratch/jps3dp/tools/databio//peppro/tools/pyTssEnrichment.py -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/minus_TSS.tsv -p ends -c 12 -z -v -s 6 -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_minus_TssEnrichment.txt` (100086)

Command completed. Elapsed time: 0:00:07. Running peak memory: 1.497GB.  
  PID: 100086;	Command: /scratch/jps3dp/tools/databio//peppro/tools/pyTssEnrichment.py;	Return code: 0;	Memory used: 0.541GB


> `TSS_non-coding_score`	4.6	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSSenrichment.pdf`  

> `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R tss -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_plus_TssEnrichment.txt /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_minus_TssEnrichment.txt` (100130)

Generating TSS plot with /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_plus_TssEnrichment.txt and /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_minus_TssEnrichment.txt
`geom_smooth()` using formula 'y ~ x'
`geom_smooth()` using formula 'y ~ x'
`geom_smooth()` using formula 'y ~ x'
`geom_smooth()` using formula 'y ~ x'
TSS enrichment plot completed!

Command completed. Elapsed time: 0:00:06. Running peak memory: 1.497GB. PID: 100130; Command: Rscript; Return code: 0; Memory used: 0.316GB > `TSS enrichment` QC_hg38/K562_RNA-seq_50_TSSenrichment.pdf TSS enrichment QC_hg38/K562_RNA-seq_50_TSSenrichment.png PEPPRO _OBJ_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt` > `samtools view -H /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam | grep 'SN:' | awk -F':' '{print $2,$3}' | awk -F' ' -v OFS=' ' '{print $1,$3}' > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt` (100167,100168,100169,100170)

Command completed. Elapsed time: 0:00:00. Running peak memory: 1.497GB.  
  PID: 100167;	Command: samtools;	Return code: 0;	Memory used: 0.0GB  
  PID: 100169;	Command: awk;	Return code: 0;	Memory used: 0.0GB  
  PID: 100168;	Command: grep;	Return code: 0;	Memory used: 0.0GB  
  PID: 100170;	Command: awk;	Return code: 0;	Memory used: 0.0GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt` (100172)

Command completed. Elapsed time: 0:00:00. Running peak memory: 1.497GB.  
  PID: 100172;	Command: cut;	Return code: 0;	Memory used: 0.0GB


### Calculate Pause Index (PI) (06-11 19:18:18) elapsed: 23.0 _TIME_

Missing stat 'Pause_index'
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_tss.bed`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_gene_body.bed`  

> `grep -wf /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt /project/shefflab/genomes/hg38/ensembl_gtf/default/hg38_ensembl_TSS.bed | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_tss.bed` (100174,100175)

Command completed. Elapsed time: 0:00:02. Running peak memory: 1.497GB.  
  PID: 100174;	Command: grep;	Return code: 0;	Memory used: 0.004GB  
  PID: 100175;	Command: bedtools;	Return code: 0;	Memory used: 0.093GB


> `grep -wf /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt /project/shefflab/genomes/hg38/ensembl_gtf/default/hg38_ensembl_gene_body.bed | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_gene_body.bed` (100178,100179)

Command completed. Elapsed time: 0:00:00. Running peak memory: 1.497GB.  
  PID: 100178;	Command: grep;	Return code: 0;	Memory used: 0.003GB  
  PID: 100179;	Command: bedtools;	Return code: 0;	Memory used: 0.005GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSS_density.bed`  

> `bedtools coverage -sorted -counts -s -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_tss.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | awk '$7>0' | sort -k4,4 -k7,7nr | sort -k4,4 -u > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSS_density.bed` (100182,100183,100184,100185)

Command completed. Elapsed time: 0:01:13. Running peak memory: 1.497GB.  
  PID: 100183;	Command: awk;	Return code: 0;	Memory used: 0.001GB  
  PID: 100185;	Command: sort;	Return code: 0;	Memory used: 0.002GB  
  PID: 100182;	Command: bedtools;	Return code: 0;	Memory used: 0.039GB  
  PID: 100184;	Command: sort;	Return code: 0;	Memory used: 0.006GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_gene_body_density.bed`  

> `bedtools coverage -sorted -counts -s -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_gene_body.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | awk '$7>0' | sort -k4 > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_gene_body_density.bed` (100327,100328,100329)

Command completed. Elapsed time: 0:01:44. Running peak memory: 1.497GB.  
  PID: 100327;	Command: bedtools;	Return code: 0;	Memory used: 0.2GB  
  PID: 100329;	Command: sort;	Return code: 0;	Memory used: 0.005GB  
  PID: 100328;	Command: awk;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed`  

> `join --nocheck-order -j4 -o 1.1 1.2 1.3 1.4 1.6 1.7 2.2 2.3 2.7 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSS_density.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_gene_body_density.bed | awk -v OFS='	' '{ if ($5 == "+"){print $1, $2, $8, $4, sqrt((($6+$9)/sqrt(($8-$2)^2))^2), ($6/sqrt(($3-$2)^2))/($9/sqrt(($8-$7)^2)), $5} else {print $1, $2, $8, $4, sqrt((($6+$9)/sqrt(($3-$7)^2))^2),($6/sqrt(($3-$2)^2))/($9/sqrt(($8-$7)^2)), $5}}' | env LC_COLLATE=C sort -k1,1 -k2,2n > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpw4q3o71f` (100810,100811,100812)

Command completed. Elapsed time: 0:00:00. Running peak memory: 1.497GB.  
  PID: 100810;	Command: join;	Return code: 0;	Memory used: 0.001GB  
  PID: 100812;	Command: env;	Return code: 0;	Memory used: 0.004GB  
  PID: 100811;	Command: awk;	Return code: 0;	Memory used: 0.001GB


> `awk '{print $5}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpw4q3o71f | sort -n | awk 'BEGIN{i=0} {s[i]=$1; i++;} END{print s[int(NR*0.5-0.5)]}`
/bin/sh: -c: line 0: unexpected EOF while looking for matching `''
/bin/sh: -c: line 1: syntax error: unexpected end of file

### Pipeline failed at:  (06-11 19:21:17) elapsed: 179.0 _TIME_

Total time: 0:12:37
Failure reason: Command 'awk '{print $5}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpw4q3o71f | sort -n | awk 'BEGIN{i=0} {s[i]=$1; i++;} END{print s[int(NR*0.5-0.5)]}' returned non-zero exit status 1.
### Pipeline run code and environment:

*              Command:  `/scratch/jps3dp/tools/databio//peppro/pipelines/peppro.py --sample-name K562_RNA-seq_50 --genome hg38 --input /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz --single-or-paired SINGLE -O /project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline -P 12 -M 12000 --protocol PRO --umi-len 0 --scale --prealignments human_rDNA --dirty -R`
*         Compute host:  udc-ba26-29c1
*          Working dir:  /sfs/lustre/bahamut/scratch/jps3dp/tools/databio/ppqc
*            Outfolder:  /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/
*  Pipeline started at:   (06-14 21:11:55) elapsed: 7.0 _TIME_

### Version log:

*       Python version:  3.6.6
*          Pypiper dir:  `/sfs/qumulo/qhome/jps3dp/.local/lib/python3.6/site-packages/pypiper`
*      Pypiper version:  0.12.1
*         Pipeline dir:  `/sfs/lustre/bahamut/scratch/jps3dp/tools/databio/peppro/pipelines`
*     Pipeline version:  0.9.8
*        Pipeline hash:  887a9a85408962dc3ca070dc954e59a5d4d73a10
*      Pipeline branch:  * master
*        Pipeline date:  2020-06-09 11:36:49 -0400
*        Pipeline diff:  40 files changed, 16373 insertions(+), 3522 deletions(-)

### Arguments passed to pipeline:

*           `TSS_name`:  `None`
*            `adapter`:  `cutadapt`
*          `anno_name`:  `None`
*         `complexity`:  `False`
*        `config_file`:  `peppro.yaml`
*              `cores`:  `12`
*           `coverage`:  `False`
*              `dedup`:  `seqkit`
*              `dirty`:  `True`
*  `ensembl_gene_body`:  `None`
*        `ensembl_tss`:  `None`
*          `exon_name`:  `None`
*       `force_follow`:  `False`
*    `genome_assembly`:  `hg38`
*              `input`:  `['/project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz']`
*             `input2`:  `None`
*        `intron_name`:  `None`
*               `keep`:  `False`
*             `logdev`:  `False`
*            `max_len`:  `-1`
*                `mem`:  `12000`
*          `new_start`:  `False`
*            `no_fifo`:  `False`
*      `output_parent`:  `/project/shefflab/processed//peppro/paper/6.11.2020/results_pipeline`
*         `paired_end`:  `False`
*           `pre_name`:  `None`
*      `prealignments`:  `['human_rDNA']`
*         `prioritize`:  `False`
*           `protocol`:  `PRO`
*            `recover`:  `True`
*        `sample_name`:  `K562_RNA-seq_50`
*              `scale`:  `True`
*        `search_file`:  `None`
*             `silent`:  `False`
*   `single_or_paired`:  `SINGLE`
*                `sob`:  `False`
*           `testmode`:  `False`
*            `trimmer`:  `seqtk`
*            `umi_len`:  `0`
*          `verbosity`:  `None`

----------------------------------------

Removed existing flag: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/PEPPRO_failed.flag'
Local input file: /project/shefflab/data//guertin/fastq/K562_50pctRNA.fastq.gz

> `File_mb`	5536.54	PEPPRO	_RES_

> `Read_type`	SINGLE	PEPPRO	_RES_

> `Genome`	hg38	PEPPRO	_RES_
Detected PRO input

### Merge/link and fastq conversion:  (06-14 21:11:55) elapsed: 1.0 _TIME_

Number of input file sets: 1
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz`  
Local input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz'
Found .fastq.gz file
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/K562_RNA-seq_50_R1.fastq`  
['/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/K562_RNA-seq_50.fastq.gz']

### FASTQ processing:  (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/fastq/processed_R1.flag`  

### Plot adapter insertion distribution (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf`  
> `Adapter insertion distribution`	cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.pdf	Adapter insertion distribution	cutadapt/K562_RNA-seq_50_R1_adapter_insertion_distribution.png	PEPPRO	_OBJ_

### Prealignments (06-14 21:11:55) elapsed: 0.0 _TIME_

Prealignment assemblies: ['human_rDNA']

### Map to human_rDNA (06-14 21:11:55) elapsed: 0.0 _TIME_

No files match cleanup pattern: /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq

### Map to genome (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam`  

### Compress all unmapped read files (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/prealignments/K562_RNA-seq_50_human_rDNA_unmap.fq.gz`  

### Calculate NRF, PBC1, and PBC2 (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam.bai`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_bamQC.tsv`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_unmap.bam`  

### Split BAM by strand (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam`  

### Calculate TSS enrichment (06-14 21:11:55) elapsed: 0.0 _TIME_

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSSenrichment.pdf`  
> `TSS enrichment`	QC_hg38/K562_RNA-seq_50_TSSenrichment.pdf	TSS enrichment	QC_hg38/K562_RNA-seq_50_TSSenrichment.png	PEPPRO	_OBJ_

### Calculate Pause Index (PI) (06-14 21:11:55) elapsed: 0.0 _TIME_

Missing stat 'Pause_index'
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_tss.bed`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_ensembl_gene_body.bed`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSS_density.bed`  
Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_gene_body_density.bed`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed`  

> `join --nocheck-order -j4 -o 1.1 1.2 1.3 1.4 1.6 1.7 2.2 2.3 2.7 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_TSS_density.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_gene_body_density.bed | awk -v OFS='	' '{ if ($5 == "+"){print $1, $2, $8, $4, sqrt((($6+$9)/sqrt(($8-$2)^2))^2), ($6/sqrt(($3-$2)^2))/($9/sqrt(($8-$7)^2)), $5} else {print $1, $2, $8, $4, sqrt((($6+$9)/sqrt(($3-$7)^2))^2),($6/sqrt(($3-$2)^2))/($9/sqrt(($8-$7)^2)), $5}}' | env LC_COLLATE=C sort -k1,1 -k2,2n > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpb66p4_vg` (168920,168921,168922)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.004GB.  
  PID: 168920;	Command: join;	Return code: 0;	Memory used: 0.001GB  
  PID: 168922;	Command: env;	Return code: 0;	Memory used: 0.004GB  
  PID: 168921;	Command: awk;	Return code: 0;	Memory used: 0.001GB


> `awk '{print $5}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpb66p4_vg | sort -n | awk 'BEGIN{i=0} {s[i]=$1; i++;} END{print s[int(NR*0.5-0.5)]}'`
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed`  

> `awk -v OFS='	' '{ if ($5 > 0.0403063) {print $1, $2, $3, $4, $6, $7}}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/tmpb66p4_vg > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed` (168930)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.004GB.  
  PID: 168930;	Command: awk;	Return code: 0;	Memory used: 0.002GB


> `sort -k5,5n /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed | awk ' { a[i++]=$5; } END { x=int((i+1)/2); if (x < (i+1)/2) print (a[x-1]+a[x])/2; else print a[x-1]; }'`

> `Pause_index`	8.38	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.pdf`  

> `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R pi --annotate -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed` (168935)
Pause index plot completed!

Command completed. Elapsed time: 0:00:06. Running peak memory: 0.281GB. PID: 168935; Command: Rscript; Return code: 0; Memory used: 0.281GB > `Pause index` QC_hg38/K562_RNA-seq_50_pause_index.pdf Pause index QC_hg38/K562_RNA-seq_50_pause_index.png PEPPRO _OBJ_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed.gz` > `pigz -f -p 12 -f /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_pause_index.bed` (168956)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 168956;	Command: pigz;	Return code: 0;	Memory used: 0.002GB


### Calculate Fraction of Reads in pre-mature mRNA (06-14 21:12:02) elapsed: 6.0 _TIME_

Missing stat 'Plus_FRiP'

> `samtools view -@ 4 -c -L /project/shefflab/genomes/hg38/refgene_anno/default/hg38_pre-mRNA.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam`
49389074 18570746

> `Plus_FRiP`	0.38	PEPPRO	_RES_
Missing stat 'Minus_FRiP'

> `samtools view -@ 4 -c -L /project/shefflab/genomes/hg38/refgene_anno/default/hg38_pre-mRNA.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam`
49389074 18261694

> `Minus_FRiP`	0.37	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_gene_coverage.bed`  

> `grep -wf /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt /project/shefflab/genomes/hg38/refgene_anno/default/hg38_pre-mRNA.bed | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_gene_sort.bed` (169056,169057)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169056;	Command: grep;	Return code: 0;	Memory used: 0.004GB  
  PID: 169057;	Command: bedtools;	Return code: 0;	Memory used: 0.006GB


> `bedtools coverage -sorted -counts -s -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_gene_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_gene_coverage.bed` (169060)

Command completed. Elapsed time: 0:01:53. Running peak memory: 0.281GB.  
  PID: 169060;	Command: bedtools;	Return code: 0;	Memory used: 0.151GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed`  

> `ln -sf /project/shefflab/genomes/hg38/feat_annotation/default/hg38_annotations.bed.gz /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed.gz` (169357)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169357;	Command: ln;	Return code: 0;	Memory used: 0.002GB


> `pigz -f -p 12 -d -c /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed.gz > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed` (169358)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169358;	Command: pigz;	Return code: 0;	Memory used: 0.002GB


### Calculate cumulative and terminal fraction of reads in features (cFRiF/FRiF) (06-14 21:15:25) elapsed: 203.0 _TIME_


> `cut -f 4 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed | sort -u`
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer`  

> `awk -F'	' '{print>"/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/"$4}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/raw/hg38_annotations.bed` (169366)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169366;	Command: awk;	Return code: 0;	Memory used: 0.002GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer_sort.bed` (169368,169369,169370,169371)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169368;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169369;	Command: grep;	Return code: 0;	Memory used: 0.002GB  
  PID: 169371;	Command: bedtools;	Return code: 0;	Memory used: 0.01GB  
  PID: 169370;	Command: cut;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_plus_coverage.bed` (169374)

Command completed. Elapsed time: 0:00:37. Running peak memory: 0.281GB.  
  PID: 169374;	Command: bedtools;	Return code: 0;	Memory used: 0.023GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Enhancer_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_minus_coverage.bed` (169406)

Command completed. Elapsed time: 0:00:38. Running peak memory: 0.281GB.  
  PID: 169406;	Command: bedtools;	Return code: 0;	Memory used: 0.028GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_sort.bed` (169442,169443,169444,169445)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169442;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169443;	Command: grep;	Return code: 0;	Memory used: 0.003GB  
  PID: 169445;	Command: bedtools;	Return code: 0;	Memory used: 0.009GB  
  PID: 169444;	Command: cut;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_plus_coverage.bed` (169448)

Command completed. Elapsed time: 0:00:41. Running peak memory: 0.281GB.  
  PID: 169448;	Command: bedtools;	Return code: 0;	Memory used: 0.079GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_minus_coverage.bed` (169485)

Command completed. Elapsed time: 0:00:43. Running peak memory: 0.281GB.  
  PID: 169485;	Command: bedtools;	Return code: 0;	Memory used: 0.062GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter Flanking Region`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region`  

> `mv "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter Flanking Region" "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region"` (169523)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169523;	Command: mv;	Return code: 0;	Memory used: 0.002GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region_sort.bed` (169524,169525,169526,169528)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169524;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169526;	Command: cut;	Return code: 0;	Memory used: 0.001GB  
  PID: 169525;	Command: grep;	Return code: 0;	Memory used: 0.002GB  
  PID: 169528;	Command: bedtools;	Return code: 0;	Memory used: 0.048GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_plus_coverage.bed` (169530)

Command completed. Elapsed time: 0:00:39. Running peak memory: 0.281GB.  
  PID: 169530;	Command: bedtools;	Return code: 0;	Memory used: 0.018GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Promoter_Flanking_Region_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_minus_coverage.bed` (169567)

Command completed. Elapsed time: 0:00:38. Running peak memory: 0.281GB.  
  PID: 169567;	Command: bedtools;	Return code: 0;	Memory used: 0.039GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5' UTR`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR`  

> `mv "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5' UTR" "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR"` (169603)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169603;	Command: mv;	Return code: 0;	Memory used: 0.002GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR_sort.bed` (169604,169605,169606,169607)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169604;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169605;	Command: grep;	Return code: 0;	Memory used: 0.003GB  
  PID: 169607;	Command: bedtools;	Return code: 0;	Memory used: 0.01GB  
  PID: 169606;	Command: cut;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_plus_coverage.bed` (169610)

Command completed. Elapsed time: 0:00:38. Running peak memory: 0.281GB.  
  PID: 169610;	Command: bedtools;	Return code: 0;	Memory used: 0.018GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/5_UTR_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_minus_coverage.bed` (169863)

Command completed. Elapsed time: 0:00:37. Running peak memory: 0.281GB.  
  PID: 169863;	Command: bedtools;	Return code: 0;	Memory used: 0.022GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3' UTR`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR`  

> `mv "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3' UTR" "/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR"` (169919)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.281GB.  
  PID: 169919;	Command: mv;	Return code: 0;	Memory used: 0.002GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR_sort.bed` (169920,169921,169922,169923)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 169920;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169921;	Command: grep;	Return code: 0;	Memory used: 0.003GB  
  PID: 169923;	Command: bedtools;	Return code: 0;	Memory used: 0.011GB  
  PID: 169922;	Command: cut;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_plus_coverage.bed` (169926)

Command completed. Elapsed time: 0:00:40. Running peak memory: 0.281GB.  
  PID: 169926;	Command: bedtools;	Return code: 0;	Memory used: 0.034GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/3_UTR_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_minus_coverage.bed` (169963)

Command completed. Elapsed time: 0:00:39. Running peak memory: 0.281GB.  
  PID: 169963;	Command: bedtools;	Return code: 0;	Memory used: 0.044GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon_sort.bed` (169997,169998,169999,170000)

Command completed. Elapsed time: 0:00:03. Running peak memory: 0.281GB.  
  PID: 169997;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 169998;	Command: grep;	Return code: 0;	Memory used: 0.003GB  
  PID: 170000;	Command: bedtools;	Return code: 0;	Memory used: 0.158GB  
  PID: 169999;	Command: cut;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_plus_coverage.bed` (170004)

Command completed. Elapsed time: 0:00:50. Running peak memory: 0.281GB.  
  PID: 170004;	Command: bedtools;	Return code: 0;	Memory used: 0.131GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Exon_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_minus_coverage.bed` (170050)

Command completed. Elapsed time: 0:00:47. Running peak memory: 0.281GB.  
  PID: 170050;	Command: bedtools;	Return code: 0;	Memory used: 0.072GB

Target exists: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron`  
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron_sort.bed`  

> `cut -f 1 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | grep -wf - /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron | cut -f 1-3 | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron_sort.bed` (170093,170094,170095,170096)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.281GB.  
  PID: 170093;	Command: cut;	Return code: 0;	Memory used: 0.0GB  
  PID: 170095;	Command: cut;	Return code: 0;	Memory used: 0.001GB  
  PID: 170094;	Command: grep;	Return code: 0;	Memory used: 0.002GB  
  PID: 170096;	Command: bedtools;	Return code: 0;	Memory used: 0.077GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_plus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_plus_coverage.bed` (170099)

Command completed. Elapsed time: 0:00:45. Running peak memory: 0.281GB.  
  PID: 170099;	Command: bedtools;	Return code: 0;	Memory used: 0.112GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_minus_coverage.bed`  

> `bedtools coverage -sorted  -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/Intron_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_minus_coverage.bed` (170141)

Command completed. Elapsed time: 0:00:47. Running peak memory: 0.281GB.  
  PID: 170141;	Command: bedtools;	Return code: 0;	Memory used: 0.055GB


### Plot cFRiF/FRiF (06-14 21:25:12) elapsed: 588.0 _TIME_


> `samtools view -@ 12 -q 10 -c -F4 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam`
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_cFRiF.pdf`  

> `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R frif -s K562_RNA-seq_50 -z 3099922541 -n 23733539 -y cfrif --reads -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_cFRiF.pdf --bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_plus_coverage.bed` (170394)
Cumulative cfrif plot completed!

Command completed. Elapsed time: 0:00:41. Running peak memory: 0.446GB. PID: 170394; Command: Rscript; Return code: 0; Memory used: 0.446GB > `cFRiF` QC_hg38/K562_RNA-seq_50_cFRiF.pdf cFRiF QC_hg38/K562_RNA-seq_50_cFRiF.png PEPPRO _OBJ_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_FRiF.pdf` > `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R frif -s K562_RNA-seq_50 -z 3099922541 -n 23733539 -y frif --reads -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_FRiF.pdf --bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Enhancer_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Promoter_Flanking_Region_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_5_UTR_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_3_UTR_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Exon_plus_coverage.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_Intron_plus_coverage.bed` (170442)
Cumulative frif plot completed!

Command completed. Elapsed time: 0:00:29. Running peak memory: 0.446GB. PID: 170442; Command: Rscript; Return code: 0; Memory used: 0.446GB > `FRiF` QC_hg38/K562_RNA-seq_50_FRiF.pdf FRiF QC_hg38/K562_RNA-seq_50_FRiF.png PEPPRO _OBJ_ ### Calculate mRNA contamination (06-14 21:26:27) elapsed: 74.0 _TIME_ Missing stat 'mRNA_contamination' Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_exons_sort.bed`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_introns_sort.bed` > `grep -wf /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt /project/shefflab/genomes/hg38/refgene_anno/default/hg38_exons.bed | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_exons_sort.bed` (170481,170482)

Command completed. Elapsed time: 0:00:05. Running peak memory: 0.446GB.  
  PID: 170482;	Command: bedtools;	Return code: 0;	Memory used: 0.086GB  
  PID: 170481;	Command: grep;	Return code: 0;	Memory used: 0.004GB


> `grep -wf /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_keep.txt /project/shefflab/genomes/hg38/refgene_anno/default/hg38_introns.bed | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt | bedtools sort -i stdin -faidx /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_introns_sort.bed` (170488,170489,170490)

Command completed. Elapsed time: 0:00:05. Running peak memory: 0.446GB.  
  PID: 170488;	Command: grep;	Return code: 0;	Memory used: 0.005GB  
  PID: 170490;	Command: bedtools;	Return code: 0;	Memory used: 0.007GB  
  PID: 170489;	Command: bedtools;	Return code: 0;	Memory used: 0.033GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_coverage.bed`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_coverage.bed`  

> `bedtools coverage -sorted -counts -s -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_exons_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_coverage.bed` (170497)

Command completed. Elapsed time: 0:01:35. Running peak memory: 0.446GB.  
  PID: 170497;	Command: bedtools;	Return code: 0;	Memory used: 0.116GB


> `bedtools coverage -sorted -counts -s -a /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/hg38_introns_sort.bed -b /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_sort.bam -g /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/chr_order.txt > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_coverage.bed` (170580)

Command completed. Elapsed time: 0:01:39. Running peak memory: 0.446GB.  
  PID: 170580;	Command: bedtools;	Return code: 0;	Memory used: 0.112GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_rpkm.bed`  

> `awk -v OFS='	' '{chrom[$4] = $1; if($4!=prev4) {chromStart[$4] = $2} strand[$4] = $6; readCount[$4] += $7; exonCount[$4] += 1; geneSizeKB[$4] += (sqrt(($3-$2+0.00000001)^2)/1000); gene[$4] = $4; chromEnd[$4]=$3; prev4=$4} END { for (a in readCount) { print chrom[a], chromStart[a], chromEnd[a], gene[a], (readCount[a]/49.389074)/geneSizeKB[a], strand[a]}}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_coverage.bed | awk '$5>0' | sort -k4 > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_rpkm.bed` (170669,170670,170671)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.446GB.  
  PID: 170669;	Command: awk;	Return code: 0;	Memory used: 0.007GB  
  PID: 170671;	Command: sort;	Return code: 0;	Memory used: 0.003GB  
  PID: 170670;	Command: awk;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_rpkm.bed`  

> `awk -v OFS='	' '{chrom[$4] = $1; if($4!=prev4) {chromStart[$4] = $2} strand[$4] = $6; readCount[$4] += $7; exonCount[$4] += 1; geneSizeKB[$4] += (sqrt(($3-$2+0.00000001)^2)/1000); gene[$4] = $4; chromEnd[$4]=$3; prev4=$4} END { for (a in readCount) { print chrom[a], chromStart[a], chromEnd[a], gene[a], (readCount[a]/49.389074)/geneSizeKB[a], strand[a]}}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_coverage.bed | awk '$5>0' | sort -k4 > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_rpkm.bed` (170674,170675,170676)

Command completed. Elapsed time: 0:00:01. Running peak memory: 0.446GB.  
  PID: 170674;	Command: awk;	Return code: 0;	Memory used: 0.008GB  
  PID: 170676;	Command: sort;	Return code: 0;	Memory used: 0.004GB  
  PID: 170675;	Command: awk;	Return code: 0;	Memory used: 0.001GB

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed`  

> `join --nocheck-order -a1 -a2 -j4 /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_introns_rpkm.bed /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exons_rpkm.bed | awk -v OFS='	' 'NF==11 {print $7, $8, $9, $1, ($10/$5), $11}' | sort -k1,1 -k2,2n > /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed` (170679,170680,170681)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.446GB.  
  PID: 170679;	Command: join;	Return code: 0;	Memory used: 0.001GB  
  PID: 170681;	Command: sort;	Return code: 0;	Memory used: 0.004GB  
  PID: 170680;	Command: awk;	Return code: 0;	Memory used: 0.001GB


> `awk '{print $5}' /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed | sort -n | awk ' { a[i++]=$1; } END { x=int((i+1)/2); if (x < (i+1)/2) print (a[x-1]+a[x])/2; else print a[x-1]; }'`

> `mRNA_contamination`	4.15	PEPPRO	_RES_
Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_mRNA_contamination.pdf`  

> `Rscript /scratch/jps3dp/tools/databio//peppro/tools/PEPPRO.R mrna -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed --annotate` (170687)
mRNA contamination plot completed!

Command completed. Elapsed time: 0:00:05. Running peak memory: 0.446GB. PID: 170687; Command: Rscript; Return code: 0; Memory used: 0.316GB > `mRNA contamination` QC_hg38/K562_RNA-seq_50_mRNA_contamination.pdf mRNA contamination QC_hg38/K562_RNA-seq_50_mRNA_contamination.png PEPPRO _OBJ_ Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed.gz` > `pigz -f -p 12 -f /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/QC_hg38/K562_RNA-seq_50_exon_intron_ratios.bed` (170708)

Command completed. Elapsed time: 0:00:00. Running peak memory: 0.446GB.  
  PID: 170708;	Command: pigz;	Return code: 0;	Memory used: 0.003GB


### Produce bigWig files (06-14 21:29:59) elapsed: 212.0 _TIME_

Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_exact_body_0-mer.bw`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_smooth_body_0-mer.bw`  

> `samtools index /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam` (170717)

Command completed. Elapsed time: 0:00:26. Running peak memory: 0.446GB.  
  PID: 170717;	Command: samtools;	Return code: 0;	Memory used: 0.009GB


> `/scratch/jps3dp/tools/databio//peppro/tools/bamSitesToWig.py -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam -c /project/shefflab/genomes/hg38/fasta/default/hg38.chrom.sizes -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_exact_body_0-mer.bw -w /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_smooth_body_0-mer.bw -p 8 --variable-step --tail-edge --scale 49389074.0` (171000)
Cutting parallel chroms in half to accommodate two tracks.
Registering input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_plus.bam'
Temporary files will be stored in: 'tmp_K562_RNA-seq_50_plus_cuttrace_1gg30hxf'
Processing with 4 cores...
stdin is empty of data
stdin is empty of data
Discarding 108 chunk(s) of reads: ['chrM', 'chr1_KI270709v1_random', 'chr1_KI270710v1_random', 'chr2_KI270715v1_random', 'chr2_KI270716v1_random', 'chr9_KI270717v1_random', 'chr14_KI270724v1_random', 'chr14_KI270725v1_random', 'chr17_KI270730v1_random', 'chr22_KI270732v1_random', 'chr22_KI270738v1_random', 'chr22_KI270739v1_random', 'chrY_KI270740v1_random', 'chrUn_KI270302v1', 'chrUn_KI270304v1', 'chrUn_KI270303v1', 'chrUn_KI270305v1', 'chrUn_KI270322v1', 'chrUn_KI270320v1', 'chrUn_KI270310v1', 'chrUn_KI270316v1', 'chrUn_KI270315v1', 'chrUn_KI270312v1', 'chrUn_KI270311v1', 'chrUn_KI270317v1', 'chrUn_KI270412v1', 'chrUn_KI270411v1', 'chrUn_KI270414v1', 'chrUn_KI270419v1', 'chrUn_KI270418v1', 'chrUn_KI270420v1', 'chrUn_KI270424v1', 'chrUn_KI270417v1', 'chrUn_KI270422v1', 'chrUn_KI270423v1', 'chrUn_KI270425v1', 'chrUn_KI270429v1', 'chrUn_KI270465v1', 'chrUn_KI270468v1', 'chrUn_KI270510v1', 'chrUn_KI270509v1', 'chrUn_KI270518v1', 'chrUn_KI270508v1', 'chrUn_KI270516v1', 'chrUn_KI270512v1', 'chrUn_KI270519v1', 'chrUn_KI270522v1', 'chrUn_KI270511v1', 'chrUn_KI270515v1', 'chrUn_KI270507v1', 'chrUn_KI270517v1', 'chrUn_KI270529v1', 'chrUn_KI270528v1', 'chrUn_KI270530v1', 'chrUn_KI270539v1', 'chrUn_KI270538v1', 'chrUn_KI270544v1', 'chrUn_KI270548v1', 'chrUn_KI270583v1', 'chrUn_KI270587v1', 'chrUn_KI270581v1', 'chrUn_KI270579v1', 'chrUn_KI270588v1', 'chrUn_KI270593v1', 'chrUn_KI270329v1', 'chrUn_KI270334v1', 'chrUn_KI270333v1', 'chrUn_KI270335v1', 'chrUn_KI270338v1', 'chrUn_KI270340v1', 'chrUn_KI270336v1', 'chrUn_KI270337v1', 'chrUn_KI270363v1', 'chrUn_KI270364v1', 'chrUn_KI270362v1', 'chrUn_KI270366v1', 'chrUn_KI270378v1', 'chrUn_KI270379v1', 'chrUn_KI270389v1', 'chrUn_KI270390v1', 'chrUn_KI270387v1', 'chrUn_KI270395v1', 'chrUn_KI270396v1', 'chrUn_KI270388v1', 'chrUn_KI270394v1', 'chrUn_KI270386v1', 'chrUn_KI270391v1', 'chrUn_KI270383v1', 'chrUn_KI270393v1', 'chrUn_KI270384v1', 'chrUn_KI270392v1', 'chrUn_KI270381v1', 'chrUn_KI270385v1', 'chrUn_KI270382v1', 'chrUn_KI270376v1', 'chrUn_KI270374v1', 'chrUn_KI270372v1', 'chrUn_KI270373v1', 'chrUn_KI270375v1', 'chrUn_KI270371v1', 'chrUn_KI270448v1', 'chrUn_GL000226v1', 'chrUn_KI270746v1', 'chrUn_KI270747v1', 'chrUn_KI270752v1', 'chrUn_KI270753v1', 'chrUn_KI270755v1', 'chrUn_KI270756v1']
Keeping 87 chunk(s) of reads: ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr8', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr1_KI270706v1_random', 'chr1_KI270707v1_random', 'chr1_KI270708v1_random', 'chr1_KI270711v1_random', 'chr1_KI270712v1_random', 'chr1_KI270713v1_random', 'chr1_KI270714v1_random', 'chr3_GL000221v1_random', 'chr4_GL000008v2_random', 'chr5_GL000208v1_random', 'chr9_KI270718v1_random', 'chr9_KI270719v1_random', 'chr9_KI270720v1_random', 'chr11_KI270721v1_random', 'chr14_GL000009v2_random', 'chr14_GL000225v1_random', 'chr14_KI270722v1_random', 'chr14_GL000194v1_random', 'chr14_KI270723v1_random', 'chr14_KI270726v1_random', 'chr15_KI270727v1_random', 'chr16_KI270728v1_random', 'chr17_GL000205v2_random', 'chr17_KI270729v1_random', 'chr22_KI270731v1_random', 'chr22_KI270733v1_random', 'chr22_KI270734v1_random', 'chr22_KI270735v1_random', 'chr22_KI270736v1_random', 'chr22_KI270737v1_random', 'chrUn_KI270442v1', 'chrUn_KI270466v1', 'chrUn_KI270467v1', 'chrUn_KI270435v1', 'chrUn_KI270438v1', 'chrUn_KI270580v1', 'chrUn_KI270589v1', 'chrUn_KI270590v1', 'chrUn_KI270584v1', 'chrUn_KI270582v1', 'chrUn_KI270591v1', 'chrUn_KI270330v1', 'chrUn_KI270521v1', 'chrUn_GL000195v1', 'chrUn_GL000219v1', 'chrUn_GL000220v1', 'chrUn_GL000224v1', 'chrUn_KI270741v1', 'chrUn_GL000213v1', 'chrUn_KI270743v1', 'chrUn_KI270744v1', 'chrUn_KI270745v1', 'chrUn_KI270748v1', 'chrUn_KI270749v1', 'chrUn_KI270750v1', 'chrUn_KI270751v1', 'chrUn_KI270754v1', 'chrUn_KI270757v1', 'chrUn_GL000214v1', 'chrUn_KI270742v1', 'chrUn_GL000216v2', 'chrUn_GL000218v1', 'chrEBV']
Reduce step (merge files)...
Merging 87 files into output file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_exact_body_0-mer.bw'
Merging 87 files into output file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_plus_smooth_body_0-mer.bw'
Command completed. Elapsed time: 0:08:31. Running peak memory: 3.651GB. PID: 171000; Command: /scratch/jps3dp/tools/databio//peppro/tools/bamSitesToWig.py; Return code: 0; Memory used: 3.651GB Target to produce: `/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_exact_body_0-mer.bw`,`/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_smooth_body_0-mer.bw` > `samtools index /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam` (172486)

Command completed. Elapsed time: 0:00:24. Running peak memory: 3.651GB.  
  PID: 172486;	Command: samtools;	Return code: 0;	Memory used: 0.01GB


> `/scratch/jps3dp/tools/databio//peppro/tools/bamSitesToWig.py -i /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam -c /project/shefflab/genomes/hg38/fasta/default/hg38.chrom.sizes -o /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_exact_body_0-mer.bw -w /project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_smooth_body_0-mer.bw -p 8 --variable-step --tail-edge --scale 49389074.0` (172509)
Cutting parallel chroms in half to accommodate two tracks.
Registering input file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/aligned_hg38/K562_RNA-seq_50_minus.bam'
Temporary files will be stored in: 'tmp_K562_RNA-seq_50_minus_cuttrace_4d299_gk'
Processing with 4 cores...
stdin is empty of data
Discarding 110 chunk(s) of reads: ['chrM', 'chr1_KI270709v1_random', 'chr1_KI270710v1_random', 'chr2_KI270715v1_random', 'chr2_KI270716v1_random', 'chr9_KI270717v1_random', 'chr9_KI270718v1_random', 'chr14_KI270723v1_random', 'chr22_KI270737v1_random', 'chr22_KI270739v1_random', 'chrY_KI270740v1_random', 'chrUn_KI270302v1', 'chrUn_KI270304v1', 'chrUn_KI270303v1', 'chrUn_KI270305v1', 'chrUn_KI270322v1', 'chrUn_KI270320v1', 'chrUn_KI270310v1', 'chrUn_KI270316v1', 'chrUn_KI270315v1', 'chrUn_KI270312v1', 'chrUn_KI270311v1', 'chrUn_KI270317v1', 'chrUn_KI270412v1', 'chrUn_KI270411v1', 'chrUn_KI270414v1', 'chrUn_KI270419v1', 'chrUn_KI270418v1', 'chrUn_KI270420v1', 'chrUn_KI270424v1', 'chrUn_KI270417v1', 'chrUn_KI270422v1', 'chrUn_KI270423v1', 'chrUn_KI270425v1', 'chrUn_KI270429v1', 'chrUn_KI270465v1', 'chrUn_KI270435v1', 'chrUn_KI270468v1', 'chrUn_KI270510v1', 'chrUn_KI270509v1', 'chrUn_KI270518v1', 'chrUn_KI270508v1', 'chrUn_KI270516v1', 'chrUn_KI270512v1', 'chrUn_KI270522v1', 'chrUn_KI270511v1', 'chrUn_KI270507v1', 'chrUn_KI270517v1', 'chrUn_KI270529v1', 'chrUn_KI270528v1', 'chrUn_KI270530v1', 'chrUn_KI270539v1', 'chrUn_KI270544v1', 'chrUn_KI270548v1', 'chrUn_KI270587v1', 'chrUn_KI270580v1', 'chrUn_KI270581v1', 'chrUn_KI270579v1', 'chrUn_KI270590v1', 'chrUn_KI270584v1', 'chrUn_KI270582v1', 'chrUn_KI270588v1', 'chrUn_KI270593v1', 'chrUn_KI270329v1', 'chrUn_KI270334v1', 'chrUn_KI270333v1', 'chrUn_KI270335v1', 'chrUn_KI270338v1', 'chrUn_KI270340v1', 'chrUn_KI270336v1', 'chrUn_KI270337v1', 'chrUn_KI270363v1', 'chrUn_KI270364v1', 'chrUn_KI270362v1', 'chrUn_KI270366v1', 'chrUn_KI270378v1', 'chrUn_KI270379v1', 'chrUn_KI270389v1', 'chrUn_KI270390v1', 'chrUn_KI270387v1', 'chrUn_KI270395v1', 'chrUn_KI270396v1', 'chrUn_KI270388v1', 'chrUn_KI270394v1', 'chrUn_KI270386v1', 'chrUn_KI270391v1', 'chrUn_KI270383v1', 'chrUn_KI270393v1', 'chrUn_KI270384v1', 'chrUn_KI270392v1', 'chrUn_KI270381v1', 'chrUn_KI270385v1', 'chrUn_KI270382v1', 'chrUn_KI270376v1', 'chrUn_KI270374v1', 'chrUn_KI270372v1', 'chrUn_KI270373v1', 'chrUn_KI270375v1', 'chrUn_KI270371v1', 'chrUn_KI270521v1', 'chrUn_KI270741v1', 'chrUn_GL000226v1', 'chrUn_GL000213v1', 'chrUn_KI270747v1', 'chrUn_KI270748v1', 'chrUn_KI270752v1', 'chrUn_KI270753v1', 'chrUn_KI270755v1', 'chrUn_KI270756v1', 'chrUn_KI270757v1']
Keeping 85 chunk(s) of reads: ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr8', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr1_KI270706v1_random', 'chr1_KI270707v1_random', 'chr1_KI270708v1_random', 'chr1_KI270711v1_random', 'chr1_KI270712v1_random', 'chr1_KI270713v1_random', 'chr1_KI270714v1_random', 'chr3_GL000221v1_random', 'chr4_GL000008v2_random', 'chr5_GL000208v1_random', 'chr9_KI270719v1_random', 'chr9_KI270720v1_random', 'chr11_KI270721v1_random', 'chr14_GL000009v2_random', 'chr14_GL000225v1_random', 'chr14_KI270722v1_random', 'chr14_GL000194v1_random', 'chr14_KI270724v1_random', 'chr14_KI270725v1_random', 'chr14_KI270726v1_random', 'chr15_KI270727v1_random', 'chr16_KI270728v1_random', 'chr17_GL000205v2_random', 'chr17_KI270729v1_random', 'chr17_KI270730v1_random', 'chr22_KI270731v1_random', 'chr22_KI270732v1_random', 'chr22_KI270733v1_random', 'chr22_KI270734v1_random', 'chr22_KI270735v1_random', 'chr22_KI270736v1_random', 'chr22_KI270738v1_random', 'chrUn_KI270442v1', 'chrUn_KI270466v1', 'chrUn_KI270467v1', 'chrUn_KI270438v1', 'chrUn_KI270519v1', 'chrUn_KI270515v1', 'chrUn_KI270538v1', 'chrUn_KI270583v1', 'chrUn_KI270589v1', 'chrUn_KI270591v1', 'chrUn_KI270330v1', 'chrUn_KI270448v1', 'chrUn_GL000195v1', 'chrUn_GL000219v1', 'chrUn_GL000220v1', 'chrUn_GL000224v1', 'chrUn_KI270743v1', 'chrUn_KI270744v1', 'chrUn_KI270745v1', 'chrUn_KI270746v1', 'chrUn_KI270749v1', 'chrUn_KI270750v1', 'chrUn_KI270751v1', 'chrUn_KI270754v1', 'chrUn_GL000214v1', 'chrUn_KI270742v1', 'chrUn_GL000216v2', 'chrUn_GL000218v1', 'chrEBV']
Reduce step (merge files)...
Merging 85 files into output file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_exact_body_0-mer.bw'
Merging 85 files into output file: '/project/shefflab/processed/peppro/paper/6.11.2020/results_pipeline/K562_RNA-seq_50/signal_hg38/K562_RNA-seq_50_minus_smooth_body_0-mer.bw'
Command completed. Elapsed time: 0:08:21. Running peak memory: 3.651GB. PID: 172509; Command: /scratch/jps3dp/tools/databio//peppro/tools/bamSitesToWig.py; Return code: 0; Memory used: 3.282GB ### Pipeline completed. Epilogue * Elapsed time (this run): 0:35:54 * Total elapsed time (all runs): 2:43:14 * Peak memory (this run): 3.6507 GB * Pipeline completed time: 2020-06-14 21:47:41