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Luigi VS Mesosphere DCOS

Compare Luigi VS Mesosphere DCOS and see what are their differences

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  2. » Videos
  3. » Reviews
  4. » Alternatives

Luigi logo Luigi

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

Mesosphere DCOS logo Mesosphere DCOS

Mesosphere DCOS organizes your entire infrastructure as if it was a single computer.
  • Luigi Landing page
    Landing page //
    2023-10-08
  • Mesosphere DCOS Landing page
    Landing page //
    2023-05-11

Luigi videos

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Luigi's Mansion 3 Review

More videos:

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

Mesosphere DCOS videos

No Mesosphere DCOS videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Luigi and Mesosphere DCOS)

Luigi

Mesosphere DCOS

Workflow Automation
100 100%
Workflow Automation
0% 0
DevOps Tools
51 51%
DevOps Tools
49% 49
Workflows
100 100%
Workflows
0% 0
Containers As A Service
0 0%
Containers As A Service
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 Mesosphere DCOS

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

Mesosphere DCOS Reviews

The Top 7 Kubernetes Alternatives for Container Orchestration
First on the list is Mesosphere DC/OS. Mesosphere DC/OS is a data center operating system that makes it easy to deploy, manage, and monitor large-scale containerized applications. Listed below are some of the features that make it one of the top container orchestration tools:
Source: cloudnativenow.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 / 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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Mesosphere DCOS mentions (0)

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

What are some alternatives?

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

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

Kubernetes - Kubernetes is an open source orchestration system for Docker containers

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

Rancher - Open Source Platform for Running a Private Container Service

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

OpenShift Container Platform - Red Hat OpenShift Container Platform is the secure and comprehensive enterprise-grade container platform based on industry standards, Docker and Kubernetes.

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