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Metaflow VS OpenShift Container Platform

Compare Metaflow VS OpenShift Container Platform and see what are their differences

Flagsmith
Flagsmith lets you manage feature flags and remote config across web, mobile and server side applications. Deliver true Continuous Integration. Get builds out faster. Control who has access to new features. We're Open Source. featured
Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Metaflow logo Metaflow

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

OpenShift Container Platform logo OpenShift Container Platform

Red Hat OpenShift Container Platform is the secure and comprehensive enterprise-grade container platform based on industry standards, Docker and Kubernetes.
  • Metaflow Landing page
    Landing page //
    2023-03-03
  • OpenShift Container Platform Landing page
    Landing page //
    2023-10-04

Metaflow videos

+ Add

useR! 2020: End-to-end machine learning with Metaflow (S. Goyal, B. Galvin, J. Ge), tutorial

More videos:

  • Review - Screencast: Metaflow Sandbox Example

OpenShift Container Platform videos

+ Add

OpenShift Container Platform by RedHat | Kubernetes Made Easy | Tech Primers

Category Popularity

0-100% (relative to Metaflow and OpenShift Container Platform)

Metaflow

OpenShift Container Platform

Workflow Automation
100 100%
Workflow Automation
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
DevOps Tools
25 25%
DevOps Tools
75% 75
Containers As A Service
0 0%
Containers As A Service
100% 100

User comments

Share your experience with using Metaflow and OpenShift Container Platform. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Metaflow and OpenShift Container Platform

Metaflow Reviews

Comparison of Python pipeline packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX
Metaflow enables you to define your pipeline as a child class of FlowSpec that includes class methods with step decorators in Python code.
Source: medium.com

OpenShift Container Platform Reviews

11 Best Rancher Alternatives Multi Cluster Orchestration Platform
On the flip side, the OpenShift Container Platform is a powerful commercialized tool introduced by Red Hat as flagship software. It boasts a very simple and intuitive user interface that lets you easily create, build, test, and deploy your applications directly to the cloud.
Source: technicalustad.com

Social recommendations and mentions

Based on our record, Metaflow seems to be more popular. It has been mentiond 12 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.

Metaflow mentions (12)

  • What are some open-source ML pipeline managers that are easy to use?
    I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home. Source: about 1 year ago
  • Needs advice for choosing tools for my team. We use AWS.
    1) I've been looking into [Metaflow](https://metaflow.org/), which connects nicely to AWS, does a lot of heavy lifting for you, including scheduling. Source: about 1 year ago
  • Selfhosted chatGPT with local contente
    Even for people who don't have an ML background there's now a lot of very fully-featured model deployment environments that allow self-hosting (kubeflow has a good self-hosting option, as do mlflow and metaflow), handle most of the complicated stuff involved in just deploying an individual model, and work pretty well off the shelf. Source: about 1 year ago
  • [OC] Gender diversity in Tech companies
    They had to figure out video compression that worked at the volume that they wanted to deliver. They had to build and maintain their own CDN to be able to have a always available and consistent viewing experience. Don’t even get me started on the resiliency tools like hystrix that they were kind enough to open source. I mean, they have their own fucking data science framework and they’re looking into using neural... Source: over 1 year ago
  • Going to Production with Github Actions, Metaflow and AWS SageMaker
    Github Actions, Metaflow and AWS SageMaker are awesome technologies by themselves however they are seldom used together in the same sentence, even less so in the same Machine Learning project. - Source: dev.to / almost 2 years ago
View more

OpenShift Container Platform mentions (0)

We have not tracked any mentions of OpenShift Container Platform yet. Tracking of OpenShift Container Platform recommendations started around Mar 2021.

What are some alternatives?

When comparing Metaflow and OpenShift Container Platform, you can also consider the following products

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

Docker - Docker is an open platform that enables developers and system administrators to create distributed applications.

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

Google Kubernetes Engine - Google Kubernetes Engine is a powerful cluster manager and orchestration system for running your Docker containers. Set up a cluster in minutes.

DepHell - :package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump ver...

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

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