SaaSHub helps you find the best software and product alternatives Learn more →
Top 5 pipeline-framework Open-Source Projects
-
-
-
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.
-
FluentMediator
:twisted_rightwards_arrows: FluentMediator is an unobtrusive library that allows developers to build custom pipelines for Commands, Queries and Events.
-
-
SmartPipeline
A framework for rapid development of robust data pipelines following a simple design pattern
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
mediapipe/docs/solutions/pose.md at master · google/mediapipe · GitHub
> 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.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
pipeline-framework related posts
-
HyperQueue: ergonomic HPC task executor written in Rust
-
Nextflow vs Snakemake
-
Deep Dive into Real-World Image Search Engine with Python
-
A quick tip on DataFrame.apply
-
Any good libraries for feature extraction?
-
A python framework for unstructured data processing
-
[P] Working on unstructured data?
-
A note from our sponsor - SaaSHub
www.saashub.com | 8 May 2024
Index
What are some of the best open-source pipeline-framework projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | mediapipe | 25,528 |
| 2 | nextflow | 2,544 |
| 3 | FluentMediator | 191 |
| 4 | machine | 142 |
| 5 | SmartPipeline | 23 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com