toil
stepwise
toil | stepwise | |
---|---|---|
2 | 2 | |
870 | 37 | |
0.3% | - | |
9.2 | 3.8 | |
3 days ago | 10 months ago | |
Python | Clojure | |
Apache License 2.0 | Eclipse Public License 1.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
toil
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Show HN: Hatchet – Open-source distributed task queue
a little late now, but I wonder if https://github.com/DataBiosphere/toil might meet your requirements
- Lessons Learned from Running Apache Airflow at Scale
stepwise
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Simplifying Step Functions and Stepwise: Lessons Learned and a New Approach
Luckily, [Stepwise v1](https://github.com/Motiva-AI/stepwise) can handle all the Step Functions deployment tidbits already. v2 is mostly an interface makeover.
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Lessons Learned from Running Apache Airflow at Scale
I feel you. That's why we wrote a little library on top of SFN so that we can program SFN with Clojure instead of YAML https://github.com/Motiva-AI/stepwise. Application code sits with SFN definition and SFN Tasks are automatically integrated as polling Activities from Clojure code.
Thoughtworks made a case for this distinction in https://martinfowler.com/articles/cant-buy-integration.html#...
What are some alternatives?
common-workflow-language - Repository for the CWL standards. Use https://cwl.discourse.group/ for support 😊
cronitor-airflow - Cronitor integration for Airflow
luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
dbt-core - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
direktiv - Serverless Container Orchestration
windmill - Open-source developer platform to turn scripts into workflows and UIs. Fastest workflow engine (5x vs Airflow). Open-source alternative to Airplane and Retool.
states-language-cadence - States Language on Cadence
orchest - Build data pipelines, the easy way 🛠️
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️