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08. prefetch and fasterq dump
The combination of prefetch
+ fasterq-dump
is the fastest way to extract FASTQ-files from SRA-accessions. The prefetch
tool downloads all necessary files to your computer. The prefetch
- tool can be invoked multiple times, if download did not succeed. It will not start from the beginning every time, it will pick up from where the last invocation failed.
After the download, you can optionally test the data with the vdb-validate
tool. After the download succeeded there is no need for network-connectivity any more. You can move the folder created by prefetch
to a different location to perform the conversion to the fastq-format somewhere else ( for instance to a compute-cluster without internet access ).
There are a couple of points here:
-
prefetch
download to a directory named by accession. E.g.prefetch SRR000001
will created directory namedSRR000001
in current directory. Make sure you moveSRR000001
directory and don't rename it. - If you don't have internet access - run
vdb-config -i
and make sureEnable Remote Access
is not checked.
That depends on the configuration of the toolkit. There are 3 options:
- in the current working directory
- in the user-repository
- user-defined location
You can select between options 1 and 2 with the vdb-config
- tool:
$vdb-config --prefetch-to-cwd
$vdb-config --prefetch-to-user-repo
An alternative way is to use the interactive mode of the 'vdb-config' - tool
$vdb-config -i
This will show a screen where you can make your selection on the 'TOOLS'-page.
The 3rd option is applied directly to the 'prefetch' - tool itself:
-
$prefetch SRR000001 -O /path/to/be/used
Make sure the last directory of /path/to/be/used is the accession itself. E.g.prefetch SRR000001 -O /path/to/be/used/SRR000001
SRA tools expect all files of runSRR000001
are stored in directory having the same name as accession:SRR000001
. It is called "Accession as Directory".
The prefetch
tool has a default maximum download-size of 20G
. If requested accession is bigger than 20G
, you need to lift that limit. You can specify a high limit no matter how big the requested accession is, or you can query the accession-size using vdb-dump
tool and --info
option. For instance vdb-dump SRR000001 --info
tells you ( among other information ) how big this accession is. Accession SRR000001
has 932,308,473
bytes, which is below the default limit. No action is necessary here. Accession SRR1951777
has 410,112,373,995
bytes. To download this accession you have to lift the limit above that size:
$prefetch SRR1951777 --max-size 420000000000
You can specify the limit in:
- kilobytes (default): --max-size 10 == --max-size 10k : 10 kilobytes,
- megabytes: --max-size 10m : 10 megabytes,
- gigabytes: --max-size 10g : 10 gigabytes,
- terabytes: --max-size 10t : 10 terabytes,
- unlimited: --max-size u.
Before you perform the extraction, you should make a quick estimation about the hard-drive space required. The final fastq-files will be approximately 7 times the size of the accession. fasterq-dump
needs temporary space ( scratch space ) during the conversion of about 1.5 times the amount of the fastq-files. Overall the space you need during the conversion is approximately 17 times the size of the accession. You can check how much space you have by running $df -h .
. Under the 4th column ( Avail
), you see the amount of space you have available. Please take into account that here might be quotas set by your administrator, which are not always visible.
The simplest way to run fasterq-dump
is:
$fasterq-dump SRR000001
This assumes that you have previously 'prefetched' the accession into the current working directory. Notice that you use accession as command line argument. The tool will use the current directory as scratch-space. It will put the output-files into the current working directory. When finished to tool will delete all temporary files it created. You have now 3 files in your working directory:
SRR000001.fastq
SRR000001_1.fastq
SRR000001_2.fastq
fasterq-dump
performed split-3
operation by default. fasterq-dump
is not identical to the former fastq-dump
regarding command line-options. Here is a short comparison between fastq-dump
and fasterq-dump
:
split-3
$fastq-dump SRR000001 --split-3 --skip-technical
$fasterq-dump SRR000001
split-spot
$fastq-dump SRR000001 --split-spot --skip-technical
$fasterq-dump SRR000001 --split-spot
split-files
$fastq-dump SRR000001 --split-files --skip-technical
$fasterq-dump SRR000001 --split-files
concatenated
$fastq-dump SRR000001
$fasterq-dump SRR000001 --concatenate-reads --include-technical
Here are more important differences to fastq-dump
:
- The
-Z|--stdout
option does not work forsplit-3
andsplit-files
. The tool will fall back to producing files in these cases. - There is no
--gzip|--bizp2
option. You have to compress your files explicitly after they have been written. - There is no
-A
option for the accession, just specify the accession or a path directly. The tool will extract the name from them. -
fasterq-dump
does not take multiple accessions, just one. - There is no
-N|--minSpotId
and no-X|--maxSpotId
option. The tool processes always the whole accession.