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Luigi VS Instrumental

Compare Luigi VS Instrumental and see what are their differences

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Luigi logo Luigi

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

Instrumental logo Instrumental

Real-Time Application & Performance Monitoring
  • Luigi Landing page
    Landing page //
    2023-10-08
  • Instrumental Landing page
    Landing page //
    2023-06-12

Luigi videos

+ Add

Luigi's Mansion 3 Review

More videos:

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

Instrumental videos

+ Add

Relaxing Music for Studying & Concentration 🎶 Study Music: Piano Instrumental Songs + Rain

More videos:

  • Review - UNBIASED GEAR REVIEW - Instrumental Pickups SFTY3-7 Multiscale Humbuckers

Category Popularity

0-100% (relative to Luigi and Instrumental)

Luigi

Instrumental

Workflow Automation
100 100%
Workflow Automation
0% 0
Monitoring Tools
0 0%
Monitoring Tools
100% 100
Workflows
100 100%
Workflows
0% 0
Performance Monitoring
0 0%
Performance Monitoring
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 Instrumental

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

Instrumental Reviews

The top 19 APM tools in 2020
Instrumental is a full-stack APM solution that supports Docker, .NET, Java, Ruby, Python, MySQL, PostgreSQL, MongoDB, PHP, Node.js, and more. New metrics can be tracked by adding a new line of code. The low-cost tool offers a free trial that enables you to monitor up to 500 metrics for three-hour periods; advanced monitoring capabilities require a subscription.
Source: raygun.com

Social recommendations and mentions

Based on our record, Luigi should be more popular than Instrumental. 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 / 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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Instrumental mentions (1)

What are some alternatives?

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

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

Dynatrace - Cloud-based quality testing, performance monitoring and analytics for mobile apps and websites. Get started with Keynote today!

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

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.

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

Microsoft System Center - Microsoft System Center provides solutions to simplify the deployment, configuration, management, and monitoring of the infrastructure.

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