DoIt VS Luigi

DoIt Reviews

Luigi Reviews

DoIt mentions (14)

• How do you deal with CI, project config, etc. falling out of sync across repos?

  I like mage for Go and doit for Python. Source: 5 months ago

• Show HN: Jeeves – A Pythonic Alternative to GNU Make

  An alternative to Scons could be Doit (), which if I remember correctly was built as a faster alternative to Scons. See also reasons of some users to prefer the later to other mentioned here: . - Source: Hacker News / 6 months ago

• Makefile Tricks for Python Projects

  Or use https://pydoit.org and a virtualenv and be happy. - Source: Hacker News / 11 months ago

• Write Posix Shell

  If you code in Python, your probably should use the language as much as possible and avoid calling shell commands. E.G: - manipulate the file system with pathlib - do hashes with hashlib - zip with zipfile - set error code with sys.exit - use os.environ for env vars - print to stderr with print(..., file=...) - sometimes you'll need to install lib. Like, if you want to manipulate a git repo, instead of calling the... - Source: Hacker News / about 1 year ago

• Alternatives to Makefile for Python

  I've been using Doit for a project which involves gathering together documents made up of multiple Markdown files and converting to multiple formats. It's really cool but has some irritations. It didn't end up being much simpler than Make for me. I'm interested in trying some of the alternatives people have posted. Source: over 1 year ago

Luigi mentions (9)

• 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... - Source: Hacker News / 7 months ago

• In the context of Python what is a Bob Job?

  Maybe if your use case is “smallish” and doesn’t require the whole studio suite you could check out apscheduler for doing python “tasks” on a schedule and luigi to build pipelines. Source: almost 2 years ago

• Lessons Learned from Running Apache Airflow at Scale

  What are you trying to do? Distributed scheduler with a single instance? No database? Are you sure you don't just mean "a scheduler" ala Luigi? https://github.com/spotify/luigi. - Source: Hacker News / almost 2 years ago

• Apache Airflow. How to make the complex workflow as an easy job

  It's good to know what Airflow is not the only one on the market. There are Dagster and Spotify Luigi and others. But they have different pros and cons, be sure that you did a good investigation on the market to choose the best suitable tool for your tasks. - Source: dev.to / about 2 years ago

• DevOps Fundamentals for Deep Learning Engineers

  MLOps is a HUGE area to explore, and not surprisingly, there are many startups showing up in this space. If you want to get it on the latest trends, then I would look at workflow orchestration frameworks such as Metaflow (started off at Netflix, is now spinning off into its own enterprise business, https://metaflow.org/), Kubeflow (used at Google, https://www.kubeflow.org/), Airflow (used at Airbnb,... Source: about 2 years ago