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Run scRNA-Seq pipeline

Firstly, we need to setup environments:

source env.sh

How to run workflow:

run_toil.sh workflow/rhapsody_wta_1.8/main.cwl data/3DPI-MOCK-2.yml

Restart last workflow without losing any progress:

run_toil.sh -r workflow/rhapsody_wta_1.8/main.cwl data/3DPI-MOCK-2.yml

Start the same workflow from scratch:

run_toil.sh -c workflow/rhapsody_wta_1.8/main.cwl data/3DPI-MOCK-2.yml

Run toil leader within a named screen session:

run_toil.sh -s workflow/rhapsody_wta_1.8/main.cwl data/3DPI-MOCK-2.yml

Run LCM-seq pipeline

The dependencies of LCM-Seq pipeline will be managed by Snakemake, so there's no need to create a conda environment by youself.

source env.sh
run_lcmseq.sh all

Develop Environment

Setup Conda

# Install miniconda
wget https://repo.anaconda.com/miniconda/Miniconda3-py39_4.12.0-Linux-x86_64.sh
bash Miniconda3-py39_4.12.0-Linux-x86_64.sh

# Add channels
conda config --add channels defaults
conda config --add channels bioconda
conda config --add channels conda-forge
conda config --set channel_priority strict

# Create environments
conda create -n rdev python=3.8
conda activate rdev
conda install -n rdev -c conda-forge r-base=4.2

The following dependencies are required for building R packages from sources, you can also install them using system package manager if you have root privilege.

conda install -n rdev -c conda-forge pkg-config gmp libgit2 fftw pandoc hdf5

Setup renv

Python package velocyto.py imports numpy and Cython in the file setup.py, so we need to install two of them manually prior to restoring dependencies.

source ./renv/python/virtualenvs/renv-python-3.8/bin/activate
pip install numpy==1.21.6 Cython==0.29.30

Restore R packages:

renv::restore()

Note: If you have problems compiling packages such as Cairo from sources, you can install r-cairo from conda with the same version to the record in renv.lock. Some of the following packages may require hydration: XML (r-xml), clock (r-clock) and Cairo (r-cairo).

conda install -n rdev -c conda-forge r-cairo=1.6_0

Copy the cache from conda using hydrate():

renv::hydrate(packages = "Cairo", sources="~/miniconda3/envs/rdev/lib/R/library")

Then continue to renv::restore().

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