Luigi VS Redmine

In this blog post, we will discuss five alternatives to manage workflows: Prefect, Dagster, Luigi, Mage AI, and Kedro. These tools can be used for any field, not just limited to data engineering. By understanding these tools, you'll be able to choose the one that best suits your data and machine learning workflow needs.

Source: www.kdnuggets.com

Top 8 Apache Airflow Alternatives in 2024

Even though Airflow and Luigi have much in common (open-source projects, Python used, Apache license), they have slightly different approaches to data workflow management. The first thing is that Luigi prevents tasks from running individually, which limits scalability. Moreover, Luigi’s API implements fewer features than that of Airflow, which might be especially difficult...

Source: blog.skyvia.com

10 Best Airflow Alternatives for 2024

Among a popular choice for an Apache Airflow alternative is Luigi. It is a Python package that handles long-running batch processing. This means that it manages the automatic execution of data processing processes on several objects in a batch. A data processing job may be defined as a series of dependent tasks in Luigi.

Source: hevodata.com

Python & ETL 2020: A List and Comparison of the Top Python ETL Tools

When does Luigi make sense? If you need to automate simple ETL processes (like logs) Luigi can handle them rapidly and without much setup. When it comes to complex tasks, Luigi is limited by its strict pipeline-like structure.

Source: www.xplenty.com

Comparison of Python pipeline packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX

Luigi enables you to define your pipeline by child classes of Task with 3 class methods (requires, output, run) in Python code.

Source: medium.com

Redmine Reviews

50 Best Project Management Tools for 2019

Redmine is an open-source tool which works cross-platform along with multilanguage support. It gives registered users the ability to create and manage their own projects meaning once you have registered, you are allowed to create your own projects and get access to their features. Being a free downloadable software, it is definitely worth a try.

Source: www.proofhub.com

12 Best JIRA Alternatives in 2019

Redmine is another important JIRA open source alternative tool. The basic version of this tool is open-source, and it can work on any machine. It is one of the best jira competitors that supports Ruby, and could take more time for installation, but once installed it runs smoothly.

Source: www.guru99.com

29 Best Alternatives to Dapulse (Now Monday.com)

Redmine is a must-have tool for every project manager. As a project manager, you can use Redmine to keep every employee on track and give their peak performance, every time. Pricing: FREE TRIAL – Available FREE â Free

Source: www.proofhub.com

Social recommendations and mentions

Luigi might be a bit more popular than Redmine. We know about 9 links to it since March 2021 and only 7 links to Redmine. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

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 / 9 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 / about 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 / over 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: over 2 years ago

Redmine mentions (7)

Projectmanagement
I’m using redmine. It comes with a learning curve, but has almost endless possibilities. Source: 7 months ago
Basic ticketing system recommendations?
Redmine. Its free and has nice features like LDAP authentication, import emails as tickets, etc. Source: about 1 year ago
MS Office 365 and Project Management
Planner could work and integrate well with the O365 suite. We use Redmine. It’s low cost/free and is great for small or medium size projects. Source: about 2 years ago
Professional Software Development at Zero Cost
Redmine - Free, Open Source, Self-hosted. Provides issue management, source control integration, wiki, forums etc. - Source: dev.to / about 2 years ago
Atlassian products have been down for 4 days
No love for Redmine ? https://redmine.org * Ticket tracker. - Source: Hacker News / about 2 years ago

What are some alternatives?

When comparing Luigi and Redmine, you can also consider the following products

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Asana - Asana project management is an effort to re-imagine how we work together, through modern productivity software. Fast and versatile, Asana helps individuals and groups get more done.

Kestra.io - Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.

Basecamp - A simple and elegant project management system.

Dagster - The cloud-native open source orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.

Wrike - Wrike is a flexible, scalable, and easy-to-use collaborative work management software that helps high-performance teams organize and accomplish their work. Try it now.

Luigi vs Apache Airflow

Redmine vs Apache Airflow