run
Airflow
run | Airflow | |
---|---|---|
17 | 171 | |
477 | 35,036 | |
- | 1.6% | |
3.5 | 10.0 | |
9 months ago | 2 days ago | |
Go | Python | |
MIT License | Apache License 2.0 |
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.
run
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Fig Has Joined AWS
I've been using Run [0] for this purposes.
[0]: https://github.com/TekWizely/run
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Show HN: Xc – A Markdown Defined Task Runner
To the extent that posts like these evolve into discussing the merits of Make as a task runner, I would like to offer my tool for review:
* https://github.com/TekWizely/run
I built it to feel like make, but be better at managing tasks and wrappers.
If you are evaluating task runners and appreciate the simplicity of Make's syntax, I hope you'll give Run a try.
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Just: A Command Runner
I invite you take a look at Run, a similar tool that I maintain:
* https://github.com/TekWizely/run
Support for including other Runfiles was recently introduced, with support for globbing and the ability to indicate if an error should be generated if no files are found.
- Automatic Makefile help generation
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DevOps Is Bullshit
Unrelated to this topic, I invite you take a look at my project which a tool purpose-built to be a better version of what your makefile became:
Run: Task runner that helps you easily manage and invoke small scripts and wrappers
https://github.com/TekWizely/run
Defining commands feels like make, but comes with a bunch of extras targeted at the needs of a task-runner.
I hope you'll check it out!
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sd – a cozy nest for your scripts
This looks like an interesting way to manage scripts globally. I could even see it able to manage n-sub-commands deep (vs usual "command sub-command" - maybe it already does?) by just trying to resolve each argument as a dir until you find a script to execute.
If you're interested in ways to better-manage small scripts and wrappers more locally, please take a look at my project, Run:
https://github.com/TekWizely/run
- Run v0.9.0 - Easily manage and invoke small scripts and wrappers - Now with support for Includes!
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run VS makesure - a user suggested alternative
2 projects | 13 Aug 2022
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The Unreasonable Effectiveness of Makefiles
For those looking for a powerful task runners that feel like a makefile, please take a look at Run:
https://github.com/TekWizely/run
It's better a managing and invoking tasks and generates help text from comments.
Airflow
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10 Open Source Tools for Building MLOps Pipelines
An integral part of an ML project is data acquisition and data transformation into the required format. This involves creating ETL (extract, transform, load) pipelines and running them periodically. Airflow is an open source platform that helps engineers create and manage complex data pipelines. Furthermore, the support for Python programming language makes it easy for ML teams to adopt Airflow.
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AI Strategy Guide: How to Scale AI Across Your Business
Level 1 of MLOps is when you've put each lifecycle stage and their intefaces in an automated pipeline. The pipeline could be a python or bash script, or it could be a directed acyclic graph run by some orchestration framework like Airflow, dagster or one of the cloud-provider offerings. AI- or data-specific platforms like MLflow, ClearML and dvc also feature pipeline capabilities.
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Building in Public: Leveraging Tublian's AI Copilot for My Open Source Contributions
Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.
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Navigating Week Two: Insights and Experiences from My Tublian Internship Journey
In week Two, I contributed to the Apache Airflow repository.
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Airflow VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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Best ETL Tools And Why To Choose
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.
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Simplifying Data Transformation in Redshift: An Approach with DBT and Airflow
Airflow is the most widely used and well-known tool for orchestrating data workflows. It allows for efficient pipeline construction, scheduling, and monitoring.
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Share Your favorite python related software!
AIRFLOW This is more of a library in my opinion, but Airflow has become an essential tool for scheduling in my work. All our ML training pipelines are ordered and scheduled with Airflow and it works seamlessly. The dashboard provided is also fantastic!
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Ask HN: What is the correct way to deal with pipelines?
I agree there are many options in this space. Two others to consider:
- https://airflow.apache.org/
- https://github.com/spotify/luigi
There are also many Kubernetes based options out there. For the specific use case you specified, you might even consider a plain old Makefile and incrond if you expect these all to run on a single host and be triggered by a new file showing up in a directory…
- "Você veio protestar para ter acesso ao código fonte da urnas. O que é o código fonte?" "Não sei" 🤡
What are some alternatives?
bashly - Bash command line framework and CLI generator
Kedro - Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
earthly - Super simple build framework with fast, repeatable builds and an instantly familiar syntax – like Dockerfile and Makefile had a baby.
dagster - An orchestration platform for the development, production, and observation of data assets.
pure-sh-bible - 📖 A collection of pure POSIX sh alternatives to external processes.
n8n - Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.
makesure - Simple task/command runner with declarative goals and dependencies
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.
doit - task management & automation tool
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
shtlang - A toy scripting dynamic imperative programming language.
Dask - Parallel computing with task scheduling