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Posts tagged #Snakemake

Original post on fediscience.org

I learn, that I am the first to write a reporter plugin, which is part of the #Snakemake organization.

That will change. @fbartusch is working on an #ROCrate plugin. Yours truly is working on a #nanopub plugin. Both will ease publishing workflow analysis metadata and making our computing a bit […]

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Original post on fediscience.org

Which new features did I like the most?

Well, there are so many, it merits a preprint for which @egonw already lend tremendous support.

Anyway, here are my favourites:
- #Snakemake tracks all #metadata during the workflow execution. This caused many(!) file access requrests. Now, a SQLite-DB […]

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Original post on fediscience.org

As for the little executor plugin for the #SLURM batch system (for which I promised a release supporting array job support) ... Well, only a little bug fix release could be accomplished: github.com/snakemake/snakemake-exec...

Unfortunately, I wanted to […]

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Original post on fediscience.org

RE: https://fediscience.org/@snakemake/116222696140712833

What a week at the #SnakemakeHackathon2026 !

What a wonderful week with wonderful people!

We were pretty productive and this #Snakemake release is just a peak of it. The list of features, bug fixes, performance improvement and […]

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Original post on fediscience.org

This cannot be:

I am trying to compile a few stats for the #Snakemake executor plugin for #SLURM on #HPC systems. Preparing for a lighting talk at the #SnakemakeHackathon2026

PyPi: 20,000 downloads last month
BioConda: > 60,000 total (aggregated over all versions)

Impressive as it might be […]

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An example (dummy) knowledge graph describing a) a Snakemake workflow b) an example data set and c) an example analysis report for this workflow

An example (dummy) knowledge graph describing a) a Snakemake workflow b) an example data set and c) an example analysis report for this workflow

What do you see here? This is an example knowledge graph describing a #Snakemake analysis workflow. You see the workflow description, a linked data set and a linked report.

All work done to boost #HPC user support for those conducting their workflows on HPC […]

[Original post on fediscience.org]

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Original post on fediscience.org

The #Snakemake plugin for #SLURM on #HPC clusters will support JobArrays, soon:

1057691_1 2dcf44cc-+ rule_map_reads_wild+ 32 COMPLETED 0:0
1057691_2 2dcf44cc-+ 32 RUNNING 0:0
1057691_3 2dcf44cc-+ 32 RUNNING 0:0
1057691_4 2dcf44cc-+ 32 RUNNING 0:0
1057691_5 2dcf44cc-+ 32 RUNNING 0:0
1057691_6 […]

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Preview
Haplomics: A Snakemake pipeline for haplotype-based association analysis in multi-omics studies Summary Genome-wide association studies (GWAS) generated thousands of loci associated with complex traits and diseases. However, to characterize of the pleiotropic, molecular and population genetic bo...

To finish with #haplomics a #snakemake pipeline to run haplotype analysis at any locus , also available on #github
www.medrxiv.org/content/10.1...

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Original post on fediscience.org

On a similar note: there is another (draft) PR. The #SLURM executor plugin for #Snakemake is capable of respecting partition definitions since v. 2.

I had the notion, that this is rather difficult to set this up manually and wrote a little command line helper. It queries the SLURM config and […]

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Original post on fediscience.org

I want to reach out: I have this pending release for the SLURM executor (github.com/snakemake/snakemake-exec... ). It implements better error feedback (in case of hardware failures and otherwise). It would need some thorough checking, and I cannot provoke too many […]

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Riffomonas A project dedicated to improving the reproducibility of microbiome analyses

My next obsession: workflow managers 🎈Yesterday night I binged videos from #riffomonas about #reproducible research. He used #snakemake , it looks nice! I also looked up #nextflow It looks fierce! So which one to learn?
Any advice? I'll use it for #bioinformatics #pipeline s; I mainly write in #R

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Well timed question. Indeed a student assistant will start on the preparation for being able to have #rust modules in the #Snakemake codebase via pyo3. We will start with the output file index. There might be the first #rust rewrite work already during hackathon in case somebody is interested.

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The new #Snakemake releases in the last weeks (9.14.*-9.16) have massively improved the way Snakemake handles source files from github (wrappers, modules, scripts, envs), avoiding the github API entirely and caching (bare) git repos instead. This increases performance and avoid hitting API limits.

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Using #easyvvuq to determine the failure probability of a model of a hanging wire and running both models using #snakemake to ensure #reproducibility .
I welcome all critiques! (Hence only a TR 😅)

Sadly it took the STFC library >mo to wrap this as a formal TR and put it online properly! 🙄

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MeTAline: enabling reproducible and scalable metagenomic analyses. #MetagenomicAnalysis #ShotgunMetagenomics #Snakemake #Containers #HPC #Bioinformatics #Genomics #NARgenomicsAndBioinformatics 🧪🧬 🖥️
academic.oup.com/nargab/artic...

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#Snakemake 9.14 is released. It integrates with yet another scripting language ( #hy, adding to the already existing #python, #r, #rust, #bash, and #julia support). Further it offers a massively improved local storage footprint. Many thanks to our awesome community! snakemake.github.io

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Original post on fediscience.org

This took a while. After the new version of the Snakemake paper (a rolling paper on F1000) came out, the DOI now is "working" 🥳 :

https://doi.org/10.12688/f1000research.29032.3

From my point of view, it particularly describes the working with various #HPC batch systems. And: Development did […]

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A worker Snake, symbolizing the Snakemake workflow system, carrying a box labelled "SLURM plugin". Grim Face. Dark cloud overhead, labelled "policy".

Subtitle: Reproducible computing on HPC clusters against the odds - the Snakemake SLURM plugin

A worker Snake, symbolizing the Snakemake workflow system, carrying a box labelled "SLURM plugin". Grim Face. Dark cloud overhead, labelled "policy". Subtitle: Reproducible computing on HPC clusters against the odds - the Snakemake SLURM plugin

Just submitted a talk for FOSDEM (been invited). They asked to attach an icon-image for the talk. So I drew one. The compute racks are difficult to identify as such, but this is as far as my aquarelle skills go.

#Snakemake #ReproducibleComputing #HPC

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Original post on fediscience.org

Just getting back from two day teaching #Snakemake programming on #HPC clusters. And I have several observations:

- the education level everywhere else seems way better, than on my home cluster. It is still a good idea, to assume the worst.
- it is never a good idea to accept […]

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Finally finished improving the #snakemake workflow for a refutation paper.

Now what's the "law" governing how much time is spent on a false claim vs. how much on its verifiable refutation?

I have no experience with submitting papers disproving others so this is gonna be … interesting.

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The Snakemake Wrappers repository | Snakemake wrappers

The #Snakemake wrapper repository and #Snakedeploy have received a major update: each wrapper now reports the latest version with changes, and #Snakedeploy can automatically upgrade all wrappers in your workflow to those versions. snakemake-wrappers.readthedocs.io

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Snakefiles and Rules | Snakemake 9.13.3 documentation

#Snakemake has a novel feature for generalizing rules and modules: pathvars! snakemake.readthedocs.io/en/stable/sn...
Pathvars are particularly useful to make modules parameterizable and more generic. Further, they reduce boilerplate code commonly used for defining output folders.

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Original post on fediscience.org

This spring, we had a wonderful time at the CERN shaping the future of the Snakemake Workflow Management System during the Snakemake Hackathon. Next spring we will meet in Munich!

If you want to take part in the Snakemake development, you can still register here […]

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Snakemake Hackathon March 2026 We are excited to announce the Snakemake Hackathon 2026, to be held 9-13 March, 2026 at the Technical University Munich. This event will bring together passionate developers and data scientists to col...

Want to help shaping the future of #Snakemake? Then participate in the Snakemake hackathon 2026 in Munich! There's still room as the maximum number of participants is not yet reached. You can register here: indico.cern.ch/e/snakemake-...

#sciworkflows #reproducibility

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Original post on fediscience.org

> Your abstract 'Live Demo: From Snakemake Run to Scholarly Record - Automatic Nanopublications & Workflow Run RO‑Crate Generation' has been successfully submitted. It is registered with the number #150. You will be notified by email with the submission details.

I have quite some work to do […]

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Original post on fediscience.org

Where will I be in early March 2026?

In Stuttgart! At the deRSE conference. I intend to submit a couple of work items dealing with my favourite workflow management system. And the call for contributions is open: https://mastodon.social/@de_rse/115270954346336457

To give you an idea of what I […]

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📢 L’IFB & iPOP-UP (EDC) organisent 3 jours de formation du 29/09 au 1/10 pour maîtriser les langages de #workflows #Snakemake & #Nextflow 🧬💻. Optimisez vos analyses bioinformatiques et assurez leur reproductibilité !
🔎https://urlr.me/597tKC

#Bioinfo #Formation #Cloud #Cluster

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Monthly Snakemake developer meeting: Tuesday, Sept 30th at 6am PST!
Open to all - developers & users. We discuss issues/PRs and cowork on Snakemake projects.
DM me to join!
#snakemake #workflows #opensource #bioinformatics #oss

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Original post on fediscience.org

This day was different, as I was talking. Not alone, but with two rather nice colleagues.

One was rather impressed by a coffee break demonstration of #snakemake . Even more so, when I told him about the download figures (which in the thousands for each major release of the #Slurm plugin, alone) […]

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Original post on fediscience.org

Just spent the better part of 2 hours in Frankfurt's lovely train station due to some repairs. 🤷‍♂️ Actually, I am en route to Göttingen. Looking forward to some discussions, particularly among the #LifeScience support group of the national high performance computing association (#NHR )

And […]

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