Running in Docker container on Swoose

Started Docker container with the following command:

docker run -p 8888:8888 -v /home/sam/data/:/home/data -it bioinformatics/bioinformatics:v0 /bin/bash

The command allows /home/sam/data/ to be accessible to the Docker container. Once access to Jupyter Notebook over port 8888 and makes my Jupyter Notebook GitHub repo and my data files the container was started, started Jupyter Notebook with the following command inside the Docker container:

jupyter notebook --allow-root

This is configured in the Docker container to launch a Jupyter Notebook without a browser on port 8888. The Docker container is running on an image created from this Dockerfile (Git commit ece177e)

In [1]:
%%bash
date
Wed Oct  4 21:57:22 UTC 2017
In [2]:
%%bash
hostname
2cbd5689bf35
In [3]:
%%bash
lscpu
Architecture:          x86_64
CPU op-mode(s):        32-bit, 64-bit
Byte Order:            Little Endian
CPU(s):                24
On-line CPU(s) list:   0-23
Thread(s) per core:    2
Core(s) per socket:    6
Socket(s):             2
NUMA node(s):          1
Vendor ID:             GenuineIntel
CPU family:            6
Model:                 44
Model name:            Intel(R) Xeon(R) CPU           X5670  @ 2.93GHz
Stepping:              2
CPU MHz:               2925.934
BogoMIPS:              5851.96
Virtualization:        VT-x
L1d cache:             32K
L1i cache:             32K
L2 cache:              256K
L3 cache:              12288K
NUMA node0 CPU(s):     0-23
In [4]:
%%bash
free -mh
             total       used       free     shared    buffers     cached
Mem:           70G        69G       911M       439M       515M        63G
-/+ buffers/cache:       6.1G        64G
Swap:         4.7G       4.3M       4.7G
In [5]:
%%bash
pwd
/home/data/20171003_redundans
In [6]:
%%bash
for i in /home/data/*subreads*
do
echo "$i"
done
/home/data/m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz
/home/data/m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz
/home/data/m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz
/home/data/m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz
/home/data/m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz
/home/data/m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz
/home/data/m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz
/home/data/m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz
/home/data/m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz
/home/data/m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz
In [7]:
%%bash
cd ..
for i in *subreads*
do
echo "$i"
done
m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz
m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz
m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz
m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz
m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz
m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz
m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz
m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz
m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz
m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz
In [8]:
%%bash
for i in 1[56]*
do
echo "$i"
done
1[56]*
In [9]:
%%bash
pwd
/home/data/20171003_redundans
In [10]:
%%bash
cd ..
for i in 1[56]*
do
echo "$i"
done
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_1.fq.gz
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_2.fq.gz
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_1.fq.gz
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_2.fq.gz
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_1.fq.gz
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_2.fq.gz
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz
In [11]:
!python /usr/local/bioinformatics/redundans/redundans.py \
-t 24 \
-l \
m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz \
m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz \
m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz \
m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz \
m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz \
m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz \
m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz \
m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz \
m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz \
m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz \
-i \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_1.fq.gz \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_2.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_1.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_2.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_1.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
-o \
/home/data/20171003_redundans/
usage: redundans.py [-h] [-v] [--version] [-i [FASTQ [FASTQ ...]]] -f FASTA
                    [-o OUTDIR] [-t THREADS] [--resume] [--log LOG]
                    [--nocleaning] [--identity IDENTITY] [--overlap OVERLAP]
                    [--minLength MINLENGTH] [--noreduction] [-j JOINS]
                    [-a LINKRATIO] [--limit LIMIT] [-q MAPQ] [--iters ITERS]
                    [--noscaffolding] [-l [LONGREADS [LONGREADS ...]]]
                    [-r REFERENCE] [--norearrangements] [--nogapclosing]
redundans.py: error: argument -f/--fasta is required

This isn't the cause of the error message above, but just realized I'm in the wrong directory.

In [12]:
cd ..
/home/data
In [13]:
!python /usr/local/bioinformatics/redundans/redundans.py \
-t 24 \
-l \
m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz \
m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz \
m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz \
m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz \
m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz \
m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz \
m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz \
m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz \
m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz \
m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz \
-i \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_1.fq.gz \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_2.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_1.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_2.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_1.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
- f \
oly_pacbio_.contigs.fasta \
-o \
/home/data/20171003_redundans/
usage: redundans.py [-h] [-v] [--version] [-i [FASTQ [FASTQ ...]]] -f FASTA
                    [-o OUTDIR] [-t THREADS] [--resume] [--log LOG]
                    [--nocleaning] [--identity IDENTITY] [--overlap OVERLAP]
                    [--minLength MINLENGTH] [--noreduction] [-j JOINS]
                    [-a LINKRATIO] [--limit LIMIT] [-q MAPQ] [--iters ITERS]
                    [--noscaffolding] [-l [LONGREADS [LONGREADS ...]]]
                    [-r REFERENCE] [--norearrangements] [--nogapclosing]
redundans.py: error: argument -f/--fasta is required

Ah, I see the error now! Need to remove space between hyphen and "f" option!

In [14]:
!python /usr/local/bioinformatics/redundans/redundans.py \
-t 24 \
-l \
m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz \
m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz \
m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz \
m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz \
m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz \
m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz \
m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz \
m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz \
m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz \
m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz \
-i \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_1.fq.gz \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_2.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_1.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_2.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_1.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
-f \
oly_pacbio_.contigs.fasta \
-o \
/home/data/20171003_redundans/
Directory /home/data/20171003_redundans/ exists!

Run redundans

The FASTA file used below is an assembly generated by Sean with Canu

In [15]:
!python /usr/local/bioinformatics/redundans/redundans.py \
-t 24 \
-l \
m170211_224036_42134_c101073082550000001823236402101737_s1_X0_filtered_subreads.fastq.gz \
m170301_100013_42134_c101174162550000001823269408211761_s1_p0_filtered_subreads.fastq.gz \
m170301_162825_42134_c101174162550000001823269408211762_s1_p0_filtered_subreads.fastq.gz \
m170301_225711_42134_c101174162550000001823269408211763_s1_p0_filtered_subreads.fastq.gz \
m170308_163922_42134_c101174252550000001823269408211742_s1_p0_filtered_subreads.fastq.gz \
m170308_230815_42134_c101174252550000001823269408211743_s1_p0_filtered_subreads.fastq.gz \
m170315_001112_42134_c101169372550000001823273008151717_s1_p0_filtered_subreads.fastq.gz \
m170315_063041_42134_c101169382550000001823273008151700_s1_p0_filtered_subreads.fastq.gz \
m170315_124938_42134_c101169382550000001823273008151701_s1_p0_filtered_subreads.fastq.gz \
m170315_190851_42134_c101169382550000001823273008151702_s1_p0_filtered_subreads.fastq.gz \
-i \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_1.fq.gz \
151114_I191_FCH3Y35BCXX_L1_wHAIPI023992-37_2.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_1.fq.gz \
151114_I191_FCH3Y35BCXX_L2_wHAMPI023991-66_2.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_1.fq.gz \
151118_I137_FCH3KNJBBXX_L5_wHAXPI023905-96_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz \
160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz \
160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz \
-f \
oly_pacbio_.contigs.fasta \
-o \
/home/data/20171003_redundans_01/
/home/data/20171003_redundans_01/contigs.fa	46288879	3388	1714838	3.70	142	4.19	88.375	0	44574041	96.30	3246	95.81
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_1.fq.gz - 160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCABDLAAPEI-62_2.fq.gz!
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_1.fq.gz - 160103_I137_FCH3V5YBBXX_L3_WHOSTibkDCACDTAAPEI-75_2.fq.gz!
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_1.fq.gz - 160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCABDLAAPEI-62_2.fq.gz!
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_1.fq.gz - 160103_I137_FCH3V5YBBXX_L4_WHOSTibkDCACDTAAPEI-75_2.fq.gz!
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_1.fq.gz - 160103_I137_FCH3V5YBBXX_L5_WHOSTibkDCAADWAAPEI-74_2.fq.gz!
[WARNING] No alignments for 160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_1.fq.gz - 160103_I137_FCH3V5YBBXX_L6_WHOSTibkDCAADWAAPEI-74_2.fq.gz!
   8914809 pairs. 1926529 passed filtering [21.61%]. 108079 in different contigs [1.21%].
    624574 pairs. 508463 in different contigs [81.41%].
   8914809 pairs. 1925519 passed filtering [21.60%]. 108052 in different contigs [1.21%].
    623109 pairs. 507072 in different contigs [81.38%].
   8914809 pairs. 1744624 passed filtering [19.57%]. 137427 in different contigs [1.54%].
    624341 pairs. 538028 in different contigs [86.18%].
   8914809 pairs. 1744698 passed filtering [19.57%]. 137347 in different contigs [1.54%].
    623696 pairs. 537278 in different contigs [86.14%].
   8914809 pairs. 1478056 passed filtering [16.58%]. 166897 in different contigs [1.87%].
    639173 pairs. 562977 in different contigs [88.08%].
   8914809 pairs. 1478447 passed filtering [16.58%]. 166191 in different contigs [1.86%].
    636828 pairs. 560498 in different contigs [88.01%].
/home/data/20171003_redundans_01/scaffolds.filled.fa	40798223	2330	236719	0.58	15	0.64	84.890	0	40561504	99.42	2315	99.36
#fname	contigs	bases	GC [%]	contigs >1kb	bases in contigs >1kb	N50	N90	Ns	longest
oly_pacbio_.contigs.fasta	3388	46288879	36.450	3388	46288879	14117	9567	0	61184
/home/data/20171003_redundans_01/contigs.fa	3388	46288879	36.450	3388	46288879	14117	9567	0	61184
/home/data/20171003_redundans_01/contigs.reduced.fa	3246	44574041	36.455	3246	44574041	14148	9594	0	61184
/home/data/20171003_redundans_01/_sspace.1.1.fa	3235	44574983	36.455	3235	44574983	14179	9607	971	61184
/home/data/20171003_redundans_01/_sspace.1.2.fa	3235	44574983	36.455	3235	44574983	14179	9607	971	61184
/home/data/20171003_redundans_01/_sspace.2.1.fa	3226	44575293	36.455	3226	44575293	14194	9607	1281	61184
/home/data/20171003_redundans_01/_sspace.2.2.fa	3226	44575293	36.455	3226	44575293	14194	9607	1281	61184
/home/data/20171003_redundans_01/_sspace.3.1.fa	3194	44578944	36.455	3194	44578944	14296	9620	4932	61184
/home/data/20171003_redundans_01/_sspace.3.2.fa	3193	44578945	36.455	3193	44578945	14296	9620	4933	61184
/home/data/20171003_redundans_01/scaffolds.fa	3193	44578945	36.455	3193	44578945	14296	9620	4933	61184
/home/data/20171003_redundans_01/scaffolds.longreads.1.fa	2104	39957515	36.430	2104	39957515	20491	10206	414709	358879
/home/data/20171003_redundans_01/scaffolds.longreads.2.fa	2459	41268600	36.451	2459	41268600	16795	9941	246741	227819
/home/data/20171003_redundans_01/scaffolds.longreads.3.fa	2458	41059646	36.431	2458	41059646	16707	9928	253920	151342
/home/data/20171003_redundans_01/scaffolds.longreads.4.fa	2432	41060226	36.461	2432	41060226	16861	9870	275533	327089
/home/data/20171003_redundans_01/scaffolds.longreads.5.fa	2316	40899451	36.447	2316	40899451	18189	9904	366040	219838
/home/data/20171003_redundans_01/scaffolds.longreads.6.fa	2358	40767965	36.463	2358	40767965	17423	9941	287061	221384
/home/data/20171003_redundans_01/scaffolds.longreads.7.fa	2295	40543654	36.457	2295	40543654	18215	10077	354249	253129
/home/data/20171003_redundans_01/scaffolds.longreads.8.fa	2266	40330527	36.435	2266	40330527	17876	10077	307142	322944
/home/data/20171003_redundans_01/scaffolds.longreads.9.fa	2349	40623623	36.434	2349	40623623	17523	9861	314337	294186
/home/data/20171003_redundans_01/scaffolds.longreads.10.fa	2330	40796992	36.469	2330	40796992	17674	9958	313881	322226
/home/data/20171003_redundans_01/scaffolds.longreads.fa	2330	40796992	36.469	2330	40796992	17674	9958	313881	322226
/home/data/20171003_redundans_01/_gapcloser.1.1.fa	2330	40797745	36.470	2330	40797745	17674	9958	285196	322383
/home/data/20171003_redundans_01/_gapcloser.1.2.fa	2330	40798223	36.470	2330	40798223	17674	9958	283986	322397
/home/data/20171003_redundans_01/scaffolds.filled.fa	2330	40798223	36.470	2330	40798223	17674	9958	283986	322397
/home/data/20171003_redundans_01/scaffolds.reduced.fa	2315	40561504	36.460	2315	40561504	17679	9958	282000	322397
#Time elapsed: 9:33:47.952128

Compare to Sean's redundans runs

Set file locations as variables

In [16]:
sb_redundans1="/home/owl/scaphapoda/Sean/Oly_Redundans_Output/scaffolds.reduced.fa"
sb_redundans2="/home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/scaffolds.reduced.fa"
sjw_reduandans="/home/data/20171003_redundans_01/scaffolds.reduced.fa"

Run QUAST to assess assemblies

First, I'll run without --scaffolds option.
In [17]:
!python /usr/local/bioinformatics/quast-4.5/quast.py \
-t 24 \
$sb_redundans1 \
$sb_redundans2 \
$sjw_reduandans
/usr/local/bioinformatics/quast-4.5/quast.py -t 24 /home/owl/scaphapoda/Sean/Oly_Redundans_Output/scaffolds.reduced.fa /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/scaffolds.reduced.fa /home/data/20171003_redundans_01/scaffolds.reduced.fa

Version: 4.5, 15ca3b9

System information:
  OS: Linux-4.4.0-96-generic-x86_64-with-debian-8.9 (linux_64)
  Python version: 2.7.13
  CPUs number: 24

Started: 2017-10-05 14:21:50

Logging to /home/data/quast_results/results_2017_10_05_14_21_50/quast.log

CWD: /home/data
Main parameters: 
  Threads: 24, minimum contig length: 500, ambiguity: one, threshold for extensive misassembly size: 1000

Contigs:
  Pre-processing...
  1  /home/owl/scaphapoda/Sean/Oly_Redundans_Output/scaffolds.reduced.fa ==> Oly_Redundans_Output_scaffolds.reduced
  2  /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/scaffolds.reduced.fa ==> Oly_Redundans_Output_Try_2_scaffolds.reduced
  3  /home/data/20171003_redundans_01/scaffolds.reduced.fa ==> 20171003_redundans_01_scaffolds.reduced

2017-10-05 14:22:52
Running Basic statistics processor...
  Contig files: 
    1  Oly_Redundans_Output_scaffolds.reduced
    2  Oly_Redundans_Output_Try_2_scaffolds.reduced
    3  20171003_redundans_01_scaffolds.reduced
  Calculating N50 and L50...
    1  Oly_Redundans_Output_scaffolds.reduced, N50 = 682, L50 = 40, Total length = 85207, GC % = 36.24, # N's per 100 kbp =  17127.70
    2  Oly_Redundans_Output_Try_2_scaffolds.reduced, N50 = 4175, L50 = 32022, Total length = 513841258, GC % = 35.90, # N's per 100 kbp =  1019.31
    3  20171003_redundans_01_scaffolds.reduced, N50 = 17679, L50 = 573, Total length = 40561504, GC % = 36.46, # N's per 100 kbp =  695.24
  Drawing Nx plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/Nx_plot.pdf
  Drawing cumulative plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/cumulative_plot.pdf
  Drawing GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/GC_content_plot.pdf
  Drawing Oly_Redundans_Output_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/Oly_Redundans_Output_scaffolds.reduced_GC_content_plot.pdf
  Drawing Oly_Redundans_Output_Try_2_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/Oly_Redundans_Output_Try_2_scaffolds.reduced_GC_content_plot.pdf
  Drawing 20171003_redundans_01_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_21_50/basic_stats/20171003_redundans_01_scaffolds.reduced_GC_content_plot.pdf
Done.

NOTICE: Genes are not predicted by default. Use --gene-finding option to enable it.

2017-10-05 14:23:32
Creating large visual summaries...
This may take a while: press Ctrl-C to skip this step..
  1 of 2: Creating Icarus viewers...
  2 of 2: Creating PDF with all tables and plots...
Done

2017-10-05 14:23:45
RESULTS:
  Text versions of total report are saved to /home/data/quast_results/results_2017_10_05_14_21_50/report.txt, report.tsv, and report.tex
  Text versions of transposed total report are saved to /home/data/quast_results/results_2017_10_05_14_21_50/transposed_report.txt, transposed_report.tsv, and transposed_report.tex
  HTML version (interactive tables and plots) saved to /home/data/quast_results/results_2017_10_05_14_21_50/report.html
  PDF version (tables and plots) is saved to /home/data/quast_results/results_2017_10_05_14_21_50/report.pdf
  Icarus (contig browser) is saved to /home/data/quast_results/results_2017_10_05_14_21_50/icarus.html
  Log saved to /home/data/quast_results/results_2017_10_05_14_21_50/quast.log

Finished: 2017-10-05 14:23:45
Elapsed time: 0:01:55.022783
NOTICEs: 1; WARNINGs: 0; non-fatal ERRORs: 0

Thank you for using QUAST!
In [18]:
%%bash
cat quast_results/results_2017_10_05_14_21_50/report.txt
All statistics are based on contigs of size >= 500 bp, unless otherwise noted (e.g., "# contigs (>= 0 bp)" and "Total length (>= 0 bp)" include all contigs).
Suggestion: all assemblies contain continuous fragments of N's of length >= 10 bp. You may consider rerunning QUAST using --scaffolds (-s) option!

Assembly                    Oly_Redundans_Output_scaffolds.reduced  Oly_Redundans_Output_Try_2_scaffolds.reduced  20171003_redundans_01_scaffolds.reduced
# contigs (>= 0 bp)         3642                                    300593                                        2315                                   
# contigs (>= 1000 bp)      18                                      137301                                        2315                                   
# contigs (>= 5000 bp)      0                                       24009                                         2282                                   
# contigs (>= 10000 bp)     0                                       6254                                          1811                                   
# contigs (>= 25000 bp)     0                                       586                                           304                                    
# contigs (>= 50000 bp)     0                                       36                                            91                                     
Total length (>= 0 bp)      968128                                  546928670                                     40561504                               
Total length (>= 1000 bp)   25115                                   476206320                                     40561504                               
Total length (>= 5000 bp)   0                                       220366692                                     40443936                               
Total length (>= 10000 bp)  0                                       99646272                                      36412694                               
Total length (>= 25000 bp)  0                                       19574809                                      14794719                               
Total length (>= 50000 bp)  0                                       2106424                                       7662042                                
# contigs                   114                                     188612                                        2315                                   
Largest contig              3063                                    78788                                         322397                                 
Total length                85207                                   513841258                                     40561504                               
GC (%)                      36.24                                   35.90                                         36.46                                  
N50                         682                                     4175                                          17679                                  
N75                         569                                     2103                                          12211                                  
L50                         40                                      32022                                         573                                    
L75                         74                                      75613                                         1274                                   
# N's per 100 kbp           17127.70                                1019.31                                       695.24                                 

Run with --scaffolds option

In [19]:
!python /usr/local/bioinformatics/quast-4.5/quast.py --scaffolds\
-t 24 \
$sb_redundans1 \
$sb_redundans2 \
$sjw_reduandans
Usage: quast.py [options]

quast.py: error: no such option: --scaffolds-t
In [20]:
!python /usr/local/bioinformatics/quast-4.5/quast.py --scaffolds \
-t 24 \
$sb_redundans1 \
$sb_redundans2 \
$sjw_reduandans
/usr/local/bioinformatics/quast-4.5/quast.py --scaffolds -t 24 /home/owl/scaphapoda/Sean/Oly_Redundans_Output/scaffolds.reduced.fa /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/scaffolds.reduced.fa /home/data/20171003_redundans_01/scaffolds.reduced.fa

Version: 4.5, 15ca3b9

System information:
  OS: Linux-4.4.0-96-generic-x86_64-with-debian-8.9 (linux_64)
  Python version: 2.7.13
  CPUs number: 24

Started: 2017-10-05 14:28:51

Logging to /home/data/quast_results/results_2017_10_05_14_28_51/quast.log

CWD: /home/data
Main parameters: 
  Threads: 24, scaffolds: true, minimum contig length: 500, ambiguity: one, threshold for extensive misassembly size: 1000

Contigs:
  Pre-processing...
  1  /home/owl/scaphapoda/Sean/Oly_Redundans_Output/scaffolds.reduced.fa ==> Oly_Redundans_Output_scaffolds.reduced
  1    breaking scaffolds into contigs:
  1      114 scaffolds (Oly_Redundans_Output_scaffolds.reduced) were broken into 32 contigs (Oly_Redundans_Output_scaffolds.reduced_broken)
  2  /home/owl/scaphapoda/Sean/Oly_Redundans_Output_Try_2/scaffolds.reduced.fa ==> Oly_Redundans_Output_Try_2_scaffolds.reduced
  2    breaking scaffolds into contigs:
  2      188612 scaffolds (Oly_Redundans_Output_Try_2_scaffolds.reduced) were broken into 209699 contigs (Oly_Redundans_Output_Try_2_scaffolds.reduced_broken)
  3  /home/data/20171003_redundans_01/scaffolds.reduced.fa ==> 20171003_redundans_01_scaffolds.reduced
  3    breaking scaffolds into contigs:
  3      2315 scaffolds (20171003_redundans_01_scaffolds.reduced) were broken into 2632 contigs (20171003_redundans_01_scaffolds.reduced_broken)

2017-10-05 14:30:58
Running Basic statistics processor...
  Contig files: 
    1  Oly_Redundans_Output_scaffolds.reduced
    2  Oly_Redundans_Output_scaffolds.reduced_broken
    3  Oly_Redundans_Output_Try_2_scaffolds.reduced
    4  Oly_Redundans_Output_Try_2_scaffolds.reduced_broken
    5  20171003_redundans_01_scaffolds.reduced
    6  20171003_redundans_01_scaffolds.reduced_broken
  Calculating N50 and L50...
    1  Oly_Redundans_Output_scaffolds.reduced, N50 = 682, L50 = 40, Total length = 85207, GC % = 36.24, # N's per 100 kbp =  17127.70
    2  Oly_Redundans_Output_scaffolds.reduced_broken, N50 = 639, L50 = 13, Total length = 21590, GC % = 36.07, # N's per 100 kbp =  0.00
    3  Oly_Redundans_Output_Try_2_scaffolds.reduced, N50 = 4175, L50 = 32022, Total length = 513841258, GC % = 35.90, # N's per 100 kbp =  1019.31
    4  Oly_Redundans_Output_Try_2_scaffolds.reduced_broken, N50 = 3545, L50 = 38434, Total length = 503440027, GC % = 35.90, # N's per 100 kbp =  37.83
    5  20171003_redundans_01_scaffolds.reduced, N50 = 17679, L50 = 573, Total length = 40561504, GC % = 36.46, # N's per 100 kbp =  695.24
    6  20171003_redundans_01_scaffolds.reduced_broken, N50 = 15655, L50 = 809, Total length = 40280190, GC % = 36.46, # N's per 100 kbp =  1.82
  Drawing Nx plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/Nx_plot.pdf
  Drawing cumulative plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/cumulative_plot.pdf
  Drawing GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/GC_content_plot.pdf
  Drawing Oly_Redundans_Output_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/Oly_Redundans_Output_scaffolds.reduced_GC_content_plot.pdf
  Drawing Oly_Redundans_Output_scaffolds.reduced_broken GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/Oly_Redundans_Output_scaffolds.reduced_broken_GC_content_plot.pdf
  Drawing Oly_Redundans_Output_Try_2_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/Oly_Redundans_Output_Try_2_scaffolds.reduced_GC_content_plot.pdf
  Drawing Oly_Redundans_Output_Try_2_scaffolds.reduced_broken GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/Oly_Redundans_Output_Try_2_scaffolds.reduced_broken_GC_content_plot.pdf
  Drawing 20171003_redundans_01_scaffolds.reduced GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/20171003_redundans_01_scaffolds.reduced_GC_content_plot.pdf
  Drawing 20171003_redundans_01_scaffolds.reduced_broken GC content plot...
    saved to /home/data/quast_results/results_2017_10_05_14_28_51/basic_stats/20171003_redundans_01_scaffolds.reduced_broken_GC_content_plot.pdf
Done.

NOTICE: Genes are not predicted by default. Use --gene-finding option to enable it.

2017-10-05 14:32:19
Creating large visual summaries...
This may take a while: press Ctrl-C to skip this step..
  1 of 2: Creating Icarus viewers...
  2 of 2: Creating PDF with all tables and plots...
Done

2017-10-05 14:32:45
RESULTS:
  Text versions of total report are saved to /home/data/quast_results/results_2017_10_05_14_28_51/report.txt, report.tsv, and report.tex
  Text versions of transposed total report are saved to /home/data/quast_results/results_2017_10_05_14_28_51/transposed_report.txt, transposed_report.tsv, and transposed_report.tex
  HTML version (interactive tables and plots) saved to /home/data/quast_results/results_2017_10_05_14_28_51/report.html
  PDF version (tables and plots) is saved to /home/data/quast_results/results_2017_10_05_14_28_51/report.pdf
  Icarus (contig browser) is saved to /home/data/quast_results/results_2017_10_05_14_28_51/icarus.html
  Log saved to /home/data/quast_results/results_2017_10_05_14_28_51/quast.log

Finished: 2017-10-05 14:32:46
Elapsed time: 0:03:54.594816
NOTICEs: 1; WARNINGs: 0; non-fatal ERRORs: 0

Thank you for using QUAST!
In [21]:
%%bash
cat quast_results/results_2017_10_05_14_28_51/report.txt
All statistics are based on contigs of size >= 500 bp, unless otherwise noted (e.g., "# contigs (>= 0 bp)" and "Total length (>= 0 bp)" include all contigs).

Assembly                    Oly_Redundans_Output_scaffolds.reduced  Oly_Redundans_Output_scaffolds.reduced_broken  Oly_Redundans_Output_Try_2_scaffolds.reduced  Oly_Redundans_Output_Try_2_scaffolds.reduced_broken  20171003_redundans_01_scaffolds.reduced  20171003_redundans_01_scaffolds.reduced_broken
# contigs (>= 0 bp)         3642                                    32                                             300593                                        209699                                               2315                                     2632                                          
# contigs (>= 1000 bp)      18                                      3                                              137301                                        146338                                               2315                                     2631                                          
# contigs (>= 5000 bp)      0                                       0                                              24009                                         21527                                                2282                                     2583                                          
# contigs (>= 10000 bp)     0                                       0                                              6254                                          4563                                                 1811                                     2044                                          
# contigs (>= 25000 bp)     0                                       0                                              586                                           216                                                  304                                      262                                           
# contigs (>= 50000 bp)     0                                       0                                              36                                            6                                                    91                                       37                                            
Total length (>= 0 bp)      968128                                  21590                                          546928670                                     503440027                                            40561504                                 40280190                                      
Total length (>= 1000 bp)   25115                                   3155                                           476206320                                     457444142                                            40561504                                 40279689                                      
Total length (>= 5000 bp)   0                                       0                                              220366692                                     181002109                                            40443936                                 40117304                                      
Total length (>= 10000 bp)  0                                       0                                              99646272                                      66520288                                             36412694                                 35529904                                      
Total length (>= 25000 bp)  0                                       0                                              19574809                                      6799562                                              14794719                                 9781949                                       
Total length (>= 50000 bp)  0                                       0                                              2106424                                       321581                                               7662042                                  2319398                                       
# contigs                   114                                     32                                             188612                                        209699                                               2315                                     2632                                          
Largest contig              3063                                    1083                                           78788                                         57951                                                322397                                   98902                                         
Total length                85207                                   21590                                          513841258                                     503440027                                            40561504                                 40280190                                      
GC (%)                      36.24                                   36.07                                          35.90                                         35.90                                                36.46                                    36.46                                         
N50                         682                                     639                                            4175                                          3545                                                 17679                                    15655                                         
N75                         569                                     576                                            2103                                          1837                                                 12211                                    11745                                         
L50                         40                                      13                                             32022                                         38434                                                573                                      809                                           
L75                         74                                      22                                             75613                                         87960                                                1274                                     1559                                          
# N's per 100 kbp           17127.70                                0.00                                           1019.31                                       37.83                                                695.24                                   1.82                                          
In [22]:
%%bash
cp -R quast_results/ /home/owl/Athaliana/
cp: cannot create symbolic link '/home/owl/Athaliana/quast_results/latest': Permission denied
In [23]:
%%bash
cp -r quast_results/ /home/owl/Athaliana/
cp: cannot create symbolic link '/home/owl/Athaliana/quast_results/latest': Permission denied
In [24]:
%%bash
mkdir /home/owl/Athaliana/quast_results
mkdir: cannot create directory '/home/owl/Athaliana/quast_results': File exists
In [25]:
%%bash
cp -r quast_results/ /home/owl/Athaliana/quast_results/
cp: cannot create symbolic link '/home/owl/Athaliana/quast_results/quast_results/latest': Permission denied
In [26]:
%%bash
cp -r quast_results/results_2017_10_05_14_21_50/ /home/owl/Athaliana/quast_results/
In [27]:
%%bash
cp -r quast_results/results_2017_10_05_14_28_51/ /home/owl/Athaliana/quast_results/
In [28]:
%%bash
ls /home/owl/Athaliana/quast_results/
quast_results
results_2017_10_05_14_21_50
results_2017_10_05_14_28_51
In [29]:
%%bash
rm -rf /home/owl/Athaliana/quast_results/
In [30]:
%%bash
cp -r quast_results/ /home/owl/Athaliana/
cp: cannot create symbolic link '/home/owl/Athaliana/quast_results/latest': Permission denied
In [31]:
%%bash
ls /home/owl/Athaliana/quast_results/
results_2017_10_05_14_21_50
results_2017_10_05_14_28_51

Results of first Quast run (i.e. without --scaffolds option)

In [32]:
%%html
http://owl.fish.washington.edu/Athaliana/quast_results/results_2017_10_05_14_21_50/report.html

QUAST

Quality Assessment Tool for Genome Assemblies by CAB

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