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Commit 37851f35 authored by Dominik Brilhaus's avatar Dominik Brilhaus
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Merge branch 'docker-dependencies' into 'main'

Docker dependencies

See merge request !18
parents c6bd3390 1a41155e
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1 merge request!18Docker dependencies
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# DESeq2
Workflow used for **differential gene expression analysis**
## DESeq2 docs
- https://bioconductor.org/packages/release/bioc/html/DESeq2.html
## Importing kallisto output with tximport
- https://bioconductor.org/packages/release/bioc/vignettes/tximport/inst/doc/tximport.html#kallisto
## Run pure script (to test)
### Install R dependencies for deseq2
```R
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("DESeq2")
library("DESeq2")
BiocManager::install("tximport")
library("tximport")
BiocManager::install("rhdf5")
library("rhdf5")
```
## Multi-package containers
- R and combinations of library dependencies are available as multi-package containers from [BioContainers](https://github.com/BioContainers/multi-package-containers)
- Searched for `repo:BioContainers/multi-package-containers deseq2 tximport rhdf5`
- and found `quay.io/biocontainers/mulled-v2-05fd88b9ac812a9149da2f2d881d62f01cc49835:a10f0e3a7a70fc45494f8781d33901086d2214d0-0` :tada:
#!/usr/bin/env cwl-runner
doc: |
DESeq2 example workflow
DESeq2 example workflow for **differential gene expression analysis**
This workflow runs DESeq2 on the output of the kallisto workflow
and the metadata file.
It runs an R script, deseq2.R, which ideally should be split into three sub scripts and accordingly three workflow steps
......@@ -9,6 +10,17 @@ doc: |
2. Prep / run deseq2
3. Plot results
## DESeq2 docs:
https://bioconductor.org/packages/release/bioc/html/DESeq2.html
## Importing kallisto output with tximport
https://bioconductor.org/packages/release/bioc/vignettes/tximport/inst/doc/tximport.html#kallisto
## Multi-package containers
- R and combinations of library dependencies are available as multi-package containers from [BioContainers](https://github.com/BioContainers/multi-package-containers)
- Searched for `repo:BioContainers/multi-package-containers deseq2 tximport rhdf5`
- and found `quay.io/biocontainers/mulled-v2-05fd88b9ac812a9149da2f2d881d62f01cc49835:a10f0e3a7a70fc45494f8781d33901086d2214d0-0` :tada:
cwlVersion: v1.2
class: CommandLineTool
hints:
......
# Use an official R base image
FROM rocker/shiny:4.4
# Install R packages
RUN R -q -e 'install.packages("ggplot2")'
EXPOSE 3838
# Set the working directory to /app
WORKDIR /app
# Default command to run when the container starts
CMD ["R"]
......@@ -3,7 +3,6 @@
# Load libraries
library(shiny)
library(RColorBrewer)
library(ggplot2)
# CLI arguments
......@@ -65,4 +64,5 @@ server <- function(input, output, session) {
# Launch app
shinyApp(ui, server)
sa <- shinyApp(ui, server)
runApp(sa, port = 3838)
......@@ -4,8 +4,9 @@ cwlVersion: v1.2
class: CommandLineTool
# hints:
# DockerRequirement:
# dockerPull:
# DockerRequirement:
# dockerImageId: "shiny"
# dockerFile: {$include: "Dockerfile"}
requirements:
- class: InitialWorkDirRequirement
......
# Use an official R base image
FROM rocker/r-ver:4.1.3
# Install system dependencies for R packages and other utilities
RUN apt-get update && apt-get install -y \
libcurl4-openssl-dev \
libssl-dev \
libxml2-dev \
git \
build-essential \
&& rm -rf /var/lib/apt/lists/*
# Install BiocManager
RUN R -e "install.packages('BiocManager')"
# Install Bioconductor version 3.14
RUN R -e "BiocManager::install(version = '3.11')"
# Install sleuth from Bioconductor
RUN R -e "BiocManager::install('sleuth')"
# Install other necessary CRAN packages
RUN R -e "install.packages('jsonlite', repos='https://cran.r-project.org')"
# Set the working directory to /app
WORKDIR /app
# Default command to run when the container starts
CMD ["R"]
......@@ -4,9 +4,6 @@ cwlVersion: v1.2
class: CommandLineTool
hints:
# DockerRequirement:
# dockerImageId: "sleuth"
# dockerFile: {$include: "Dockerfile"}
DockerRequirement:
dockerPull: quay.io/biocontainers/mulled-v2-fdd016122f200fdc6dc30f6ea2fd0000e8067dff:f9531f6ac1f44332eff70b5912d7d5f3ebe8df38-0
......
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