Software Alternatives & Reviews

Luigi VS AppSignal

Compare Luigi VS AppSignal and see what are their differences

Luigi logo Luigi

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

AppSignal logo AppSignal

We monitor the software that makes your customers happy.
  • Luigi Landing page
    Landing page //
    2023-10-08
  • AppSignal Landing page
    Landing page //
    2023-09-06

AppSignal gives you error tracking, performance monitoring, host metrics and anomaly detection in one great interface. By developers for developers.

Luigi videos

Luigi's Mansion 3 Review

More videos:

  • Review - Luigi's Mansion 3 Review
  • Review - Luigi's Mansion 3 - REVIEW (Nintendo Switch)

AppSignal videos

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Category Popularity

0-100% (relative to Luigi and AppSignal)
Workflow Automation
100 100%
0% 0
Monitoring Tools
0 0%
100% 100
Workflows
100 100%
0% 0
Error Tracking
0 0%
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 Luigi and AppSignal

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.
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

AppSignal Reviews

Best Error Monitoring Services for Elixir Phoenix
AppSignal had the easiest installation of all the services we tried. Once you sign up, it immediately walks you through onboarding. First you add the :appsignal_phoenix hex package. Then you run mix appsignal.install YOUR_PUSH_API_KEY from the command line. It guides you through a setup sequence right in the terminal. Based on what you select, AppSignal injects the required...
Source: staknine.com

Social recommendations and mentions

Luigi might be a bit more popular than AppSignal. We know about 9 links to it since March 2021 and only 7 links to AppSignal. 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 / 8 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 / 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: about 2 years ago
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AppSignal mentions (7)

  • An Introduction to Playwright for Node.js
    Import { test, expect } from "@playwright/test"; // define a test task called "has expected title" Test("has expected title", async ({ page }) => { // visit the AppSignal home page in the browser await page.goto("https://appsignal.com/"); // retrieve the page title const title = await page.title(); // expect the page title to be equal to the expected string await expect(title).toBe( "Application... - Source: dev.to / 10 months ago
  • Monitor the Health of Your Node.js Application
    Now comes the monitoring part, woo! Monitoring performance indicators in Node.js is very simple. You can opt-in to use the simple internal tools that Node provides, or you can use a fully-fledged tool like AppSignal. - Source: dev.to / about 1 year ago
  • How To Instrument Your Elixir Application with AppSignal
    In this article, we went over the basics of adding instrumentation to an Elixir application. We learned how instrumentation can help us uncover bottlenecks and improve an application's performance. We also saw how AppSignal can help us aggregate and visualize the data we collect. - Source: dev.to / over 1 year ago
  • A Guide to Phoenix LiveView Assigns
    The caveman technique is great for a single developer working on an application that hasn't been pushed to production. However, if you have an app in production with live users, you may want to take a look at AppSignal for monitoring your application performance and checking for errors in production. - Source: dev.to / almost 2 years ago
  • Using Profiling in Elixir to Improve Performance
    AppSignal is another great tool for collecting performance data (among other things). Adding AppSignal to an existing application takes a few seconds. - Source: dev.to / about 2 years ago
View more

What are some alternatives?

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

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

Sentry.io - From error tracking to performance monitoring, developers can see what actually matters, solve quicker, and learn continuously about their applications - from the frontend to the backend.

Metaflow - Framework for real-life data science; build, improve, and operate end-to-end workflows.

NewRelic - New Relic is a Software Analytics company that makes sense of billions of metrics across millions of apps. We help the people who build modern software understand the stories their data is trying to tell them.

Azkaban - Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs.

AppDynamics - Get real-time insight from your apps using Application Performance Management—how they’re being used, how they’re performing, where they need help.