Luigi VS RunDeck

Luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs.

RunDeck

RunDeck is an open source automation service with a web console, command line tools and a WebAPI.

Landing page //
2023-10-08

Landing page //
2023-02-07

Categories	DevOps Tools Workflow Automation Workflows Continuous Integration
Website	github.com

Categories	DevOps Tools Continuous Integration And Delivery Continuous Integration IT Automation
Website	rundeck.com

Luigi videos

+ Add

Luigi's Mansion 3 Review

RunDeck videos

+ Add

Intro To Rundeck

Category Popularity

0-100% (relative to Luigi and RunDeck)

RunDeck

Workflow Automation

100 100%

Workflow Automation

0% 0

DevOps Tools

10 10%

DevOps Tools

90% 90

Continuous Integration And Delivery

0 0%

Continuous Integration And Delivery

100% 100

Workflows

100 100%

Workflows

0% 0

User comments

Share your experience with using Luigi and RunDeck. For example, how are they different and which one is better?

Reviews

These are some of the external sources and on-site user reviews we've used to compare Luigi and RunDeck

Luigi Reviews

5 Airflow Alternatives for Data Orchestration

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

RunDeck Reviews

13 tools to use for DevSecOps automation

🔓 Rundeck is an open-source runbook automation tool for incident management, business continuity, and self-service operations. This tool is typically used in security and compliance, helping organizations maintain compliance controls, control access to sensitive data, and audit activity logs. Use the Rundeck node to automatically execute jobs and get their metadata.

Source: n8n.io

35+ Of The Best CI/CD Tools: Organized By Category

RunDeck is an operations automation platform. It doesn’t just manage deployments but several processes in the CI/CD pipeline. It’s great for creating standard operating procedures and synchronizing actions across all your enterprise’s various scripts, tools, and APIs. RunDeck is particularly suited for companies planning to migrate to cloud services.

Source: www.cloudzero.com

Social recommendations and mentions

Based on our record, Luigi seems to be more popular. It has been mentiond 9 times since March 2021. 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 / 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