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* adding darshan this likely should be added as a view that can be used on the fly, but this container should be an OK start (and we can adjust as needed) Signed-off-by: vsoch <[email protected]>* wrong container tag
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ARG tag=3.11 | ||
FROM python:${tag} | ||
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# docker build -t snakemake . | ||
# command: snakemake --cores 1 --flux --jobs 1 | ||
# workdir: /workflow | ||
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RUN apt-get update | ||
ENV DEBIAN_FRONTEND="noninteractive" | ||
RUN apt-get update && \ | ||
apt-get -y install \ | ||
git \ | ||
curl \ | ||
&& apt-get clean \ | ||
&& apt-get autoremove \ | ||
&& rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* | ||
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# Wrappers to ensure we source the mamba environment! | ||
RUN git clone --depth 1 https://github.com/snakemake/snakemake-tutorial-data /workflow | ||
WORKDIR /workflow | ||
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# This wraps the existing entrypoint | ||
COPY ./Snakefile ./ | ||
RUN mkdir ./scripts | ||
COPY ./scripts/plot-quals.py ./scripts/plot-quals.py | ||
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# instead of altering the entrypoint to active the environment! | ||
RUN pip install snakemake && \ | ||
pip install git+https://github.com/snakemake/snakemake-interface-common && \ | ||
pip install git+https://github.com/snakemake/snakemake-executor-plugin-flux && \ | ||
pip install git+https://github.com/snakemake/snakemake-interface-executor-plugins && \ | ||
pip install git+https://github.com/snakemake/snakemake-executor-flux | ||
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WORKDIR /code |
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# Flux Snakemake Example | ||
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This is an example container where you can build (optional) and run | ||
the [Snakemake tutorial workflow](https://snakemake.readthedocs.io/en/stable/tutorial/tutorial.html): | ||
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```bash | ||
$ docker build -t snakemake . | ||
``` | ||
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or with a tag for the restful API: | ||
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```bash | ||
$ docker build --no-cache --build-arg app="latest" -t snakemake . | ||
``` | ||
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SAMPLES = ["A", "B"] | ||
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rule all: | ||
input: | ||
"plots/quals.svg" | ||
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rule bwa_map: | ||
input: | ||
"data/genome.fa", | ||
"data/samples/{sample}.fastq" | ||
output: | ||
"mapped_reads/{sample}.bam" | ||
shell: | ||
"bwa mem {input} | samtools view -Sb - > {output}" | ||
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rule samtools_sort: | ||
input: | ||
"mapped_reads/{sample}.bam" | ||
output: | ||
"sorted_reads/{sample}.bam" | ||
shell: | ||
"samtools sort -T sorted_reads/{wildcards.sample} " | ||
"-O bam {input} > {output}" | ||
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rule samtools_index: | ||
input: | ||
"sorted_reads/{sample}.bam" | ||
output: | ||
"sorted_reads/{sample}.bam.bai" | ||
shell: | ||
"samtools index {input}" | ||
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rule bcftools_call: | ||
input: | ||
fa="data/genome.fa", | ||
bam=expand("sorted_reads/{sample}.bam", sample=SAMPLES), | ||
bai=expand("sorted_reads/{sample}.bam.bai", sample=SAMPLES) | ||
output: | ||
"calls/all.vcf" | ||
shell: | ||
"bcftools mpileup -f {input.fa} {input.bam} | " | ||
"bcftools call -mv - > {output}" | ||
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rule plot_quals: | ||
input: | ||
"calls/all.vcf" | ||
output: | ||
"plots/quals.svg" | ||
script: | ||
"scripts/plot-quals.py" |
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import matplotlib | ||
matplotlib.use("Agg") | ||
import matplotlib.pyplot as plt | ||
from pysam import VariantFile | ||
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quals = [record.qual for record in VariantFile(snakemake.input[0])] | ||
plt.hist(quals) | ||
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plt.savefig(snakemake.output[0]) |
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dockerbuild: | ||
build_args: | ||
tag: | ||
key: python | ||
versions: | ||
- "3.11" |