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Pre-requisites

Overview:

  • Create working directory folders for hands-on training exercises

  • Copy data and scripts for today’s session

  • (Optional ) run a test to verify Nextflow is properly installed and to assess the execution of the nf-core/rnaseq pipeline with example data provided by developers.

Prepare Working Directory Space for Session 4

Before we start using the HPC, let’s start an interactive session:

qsub -I -S /bin/bash -l walltime=10:00:00 -l select=1:ncpus=2:mem=4gb

  • where:

    • ‘walltime’ is amount of time requested to run the interactive session

    • ‘cpus’ number of CPUs to be used by the interactive session

    • ‘mem’ amount of memory assigned to the interactive session

Create working directories

Let’s create the working directories for today’s session:

mkdir -p $HOME/workshop/2024-2/session4_RNAseq
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/scripts
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/data
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/data/mouse
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/data/human
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/data/mydata
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/runs
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/runs/run1_QC
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/runs/run2_RNAseq
mkdir -p $HOME/workshop/2024-2/session4_RNAseq/runs/run3_RNAseq_T2T

The above code creates the following folder structure:

image-20241013-222028.png

Get a copy of the scripts

Now let’s copy the scripts necessary for today’s session:

cp /work/training/2024/rnaseq/scripts/* $HOME/workshop/2024-2/session4_RNAseq/scripts
ls -l $HOME/workshop/2024-2/session4_RNAseq/scripts

  • Line 1: Copies all files from /work/datasets/workshop/scripts/ as noted by an asterisk to the newly created folder $HOME/workshop/2024-2/session4_RNAseq/scripts/

  • Line 2: List the files copied to the ‘script’ folder

Copy public data to working folder

cp /work/training/2024/rnaseq/data/mouse/* $HOME/workshop/2024-2/session4_RNAseq/data/mouse
ls -l $HOME/workshop/2024-2/session4_RNAseq/data/mouse
cp /work/training/2024/rnaseq/data/human/* $HOME/workshop/2024-2/session4_RNAseq/data/human
ls -l $HOME/workshop/2024-2/session4_RNAseq/data/human

  • Line 1: Copies mouse RNAseq folder to created ~/data/mouse folder

  • Line 2: List the files copied to the ‘data’ folder

  • Line 3: Copies human RNAseq folder to created ~/data/human folder

  • Line 4: List the files copied to the ‘data’ folder

(Optional ): Running a test with nf-core sample data

First, let’s assess the execution of the nf-core/rnaseq pipeline by running a test using sample data.

Create a folder for running the pipeline test:

mkdir -p $HOME/workshop/2024-2/session4_RNAseq/runs/run0_test
cd $HOME/workshop/2024-2/session4_RNAseq/runs/run0_test

  • Line 1: Create folder using the make directory “mkdir” command. We use the flap -p (parental) to create parental folders if not yet created.

  • Line 2: Move to the newly created folder.

Copy the launch_nf-core_RNAseq_test.pbs from the ‘scripts’ folder to the current folder

cp $HOME/workshop/2024-2/session4_RNAseq/scripts/launch_nf-core_RNAseq_test.pbs .

View the content of the script as follows:

cat launch_nf-core_RNAseq_test.pbs
image-20241011-041028.png

  • nextflow command: nextflow run

  • pipeline name: nf-core/rnaseq

  • pipeline version (revision): -r 3.14.0

  • container type and sample data: -profile test,singularity

  • output directory: --outdir results

Submitting the job

Submit the test job to the HPC cluster as follows:

qsub launch_nf-core_RNAseq_test.pbs

Monitoring the Run

qjobs

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