scipipe

Robust, flexible and resource-efficient pipelines using Go and the commandline (by scipipe)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better scipipe alternative or higher similarity.

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scipipe reviews and mentions

Posts with mentions or reviews of scipipe. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-26.
  • Ask HN: What have you created that deserves a second chance on HN?
    44 projects | news.ycombinator.com | 26 Jan 2023
    https://scipipe.org - A pipeline tool for shell commands by a declarative flow-based API in Go

    Github link: https://github.com/scipipe/scipipe

    There are many pipeline tools for shell commands, but a majority has one or more limitations in their API which makes certain complex pipelines impossible or really hard to write.

    We were pushing the limits of all the tools we tried, so developed our own, and implemented it in Go, with a declarative API for defining the data flow dependencies, instead of inventing yet another DSL. This has allowed us great flexibility in developing also complex pipelines, e.g. combining parameter sweeps nested with cross-validation implemented as workflow constructs.

    SciPipe is also unique in providing an audit report for every single output of the workflow, in a structured JSON format. A helper tool allows converting these reports to either an HTML report, a PDF, or a Bash script that will generate the one accompanying output file from scratch.

    An extra cool things is that, because the audit reports live alongside output files, if you run a scipipe workflow that uses files generated by another scipipe workflow, it will pick up also all the history for the input files generated by this earlier workflow, meaning that you get a 100% complete audit report, even if your analysis spans multiple workflows!

Stats

Basic scipipe repo stats
1
1,110
3.3
about 2 years ago

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