StackStorm VS Luigi

StackStorm

StackStorm is a powerful open-source automation platform that wires together all of your apps...

Luigi

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

Landing page //
2023-07-27

Landing page //
2023-10-08

Categories	Web Service Automation Automation Workflow Automation DevOps Tools
Website	github.com

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

StackStorm videos

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StackStorm 101 (v0.12)

Luigi videos

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Luigi's Mansion 3 Review

Category Popularity

0-100% (relative to StackStorm and Luigi)

Luigi

Automation

72 72%

Automation

28% 28

Workflow Automation

42 42%

Workflow Automation

58% 58

DevOps Tools

48 48%

DevOps Tools

52% 52

Workflows

0 0%

Workflows

100% 100

User comments

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Reviews

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

StackStorm Reviews

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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

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.

StackStorm mentions (0)

We have not tracked any mentions of StackStorm yet. Tracking of StackStorm recommendations started around Mar 2021.

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