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Top 16 nextflow Open-Source Projects
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rnaseq
RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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sarek
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
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npm-groovy-lint
Lint, format and auto-fix your Groovy / Jenkinsfile / Gradle files using command line
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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configs
Config files used to define parameters specific to compute environments at different Institutions (by nf-core)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
> It's been a while since you can rerun/resume Nextflow pipelines
Yes, you can resume, but you need your whole upstream DAG to be present. Snakemake can rerun a job when only the dependencies of that job are present, which allows to neatly manage the disk usage, or archive an intermediate state of a project and rerun things from there.
> and yes, you can have dry runs in Nextflow
You have stubs, which really isn't the same thing.
> I have no idea what you're referring to with the 'arbitrary limit of 1000 parallel jobs' though
I was referring to this issue: https://github.com/nextflow-io/nextflow/issues/1871. Except, the discussion doesn't give the issue a full justice. Nextflow spans each job in a separate thread, and when it tries to span 1000+ condor jobs it die with a cryptic error message. The option of -Dnxf.pool.type=sync and -Dnxf.pool.maxThreads=N prevents the ability to resume and attempts to rerun the pipeline.
> As for deleting temporary files, there are features that allow you to do a few things related to that, and other features being implemented.
There are some hacks for this - but nothing I would feel safe to integrate into a production tool. They are implementing something - you're right - and it's been the case for several years now, so we'll see.
Snakemake has all that out of the box.
I've rewritten this website, my partner's website, my university rugby club's website. I'm moving my Applied Genomics course website to Starlight, the Astro team's documentation framework. The nf-core site has been rewritten in Astro and Svelte from PHP. I'm all in.
nextflow related posts
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Point of using Hisat2 build to index reference genomes when working with known genomes mouse/human?
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I used featureCounts to quantify RNA-seq reads and got a low successful alignment percentage. Is this a problem?
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Recommendations for software or online resources
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What are some good examples of well-engineered bioinformatics pipelines?
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How to know where to align if I have RNAseq data??
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Pipeline to analyze ATAC seq
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Semi Budget-Friendly High-Thread Count Options?
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A note from our sponsor - InfluxDB
www.influxdata.com | 13 May 2024
Index
What are some of the best open-source nextflow projects? This list will help you:
Project | Stars | |
---|---|---|
1 | nextflow | 2,551 |
2 | rnaseq | 785 |
3 | awesome-nextflow | 546 |
4 | sarek | 340 |
5 | patterns | 317 |
6 | npm-groovy-lint | 185 |
7 | mag | 182 |
8 | chipseq | 173 |
9 | atacseq | 161 |
10 | eager | 124 |
11 | configs | 77 |
12 | vscode-groovy-lint | 66 |
13 | rnaseq-nf | 62 |
14 | website | 61 |
15 | hlatyping | 52 |
16 | tronflow-vcf-postprocessing | 6 |
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