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  1. Stackups
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  3. Task Scheduling
  4. Workflow Manager
  5. Airflow vs Azure DevOps

Airflow vs Azure DevOps

OverviewComparisonAlternatives

Overview

Airflow
Airflow
Stacks1.7K
Followers2.8K
Votes128
Azure DevOps
Azure DevOps
Stacks2.7K
Followers2.9K
Votes249

Airflow vs Azure DevOps: What are the differences?

Comparison between Airflow and Azure DevOps

Airflow and Azure DevOps are two popular tools used in software development and deployment. Both tools have their own strengths and differences. Let's explore the key differences between these two tools.

  1. Scalability: Airflow is known for its scalability, as it can handle a large amount of data and perform complex data operations efficiently. On the other hand, Azure DevOps provides scalability as well, but it is more focused on continuous integration and continuous deployment processes rather than handling large-scale data operations.

  2. Workflow Management: Airflow is designed specifically for workflow management and scheduling tasks in a distributed environment. It provides a rich set of features and functionalities for managing complex workflows efficiently. In contrast, Azure DevOps is a more comprehensive tool that covers a wide range of software development lifecycle activities, including source control, issue tracking, and release management. While it does have some workflow management capabilities, it may not be as extensive as Airflow.

  3. Ease of Use: Airflow requires some technical knowledge and understanding of distributed systems to set up and configure. It uses Python scripts to define workflows and tasks, which can be complex for non-technical users. On the other hand, Azure DevOps provides a more user-friendly interface and doesn't require extensive technical knowledge to get started. It offers a graphical user interface for defining pipelines and managing workflows, making it easier for non-technical users to work with.

  4. Integration with Other Tools: Airflow provides integrations with various third-party tools and platforms, such as AWS, Google Cloud, and Kubernetes, allowing developers to build complex workflows that span across different systems. Azure DevOps also offers integrations with popular tools and platforms, but it is more closely tied to the Microsoft ecosystem and Azure services. If you primarily use Microsoft technologies, Azure DevOps may integrate more seamlessly with your existing infrastructure.

  5. Community and Support: Airflow has a large and active open-source community that contributes to its development and provides support through forums, documentation, and tutorials. It has a strong presence on platforms like GitHub and Stack Overflow. Azure DevOps, being a Microsoft product, also has a significant user base and community support. Microsoft offers official documentation, support options, and training resources for Azure DevOps users.

  6. Pricing: Airflow is an open-source tool and is available for free. You can install and use it without any licensing cost. However, you will need to manage and maintain the infrastructure required to run Airflow. Azure DevOps, on the other hand, is a commercial tool and is part of the Azure platform. It has various pricing plans based on your usage and requirements. If you are already using Azure services, Azure DevOps may be a more cost-effective option.

In summary, Airflow is a powerful tool for managing complex workflows and data operations, with strong scalability and integration capabilities. Azure DevOps, on the other hand, is a comprehensive tool that covers the entire software development lifecycle, with a focus on continuous integration and deployment. The choice between the two tools depends on your specific needs and preferences.

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Detailed Comparison

Airflow
Airflow
Azure DevOps
Azure DevOps

Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command lines utilities makes performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress and troubleshoot issues when needed.

Azure DevOps provides unlimited private Git hosting, cloud build for continuous integration, agile planning, and release management for continuous delivery to the cloud and on-premises. Includes broad IDE support.

Dynamic: Airflow pipelines are configuration as code (Python), allowing for dynamic pipeline generation. This allows for writting code that instantiate pipelines dynamically.;Extensible: Easily define your own operators, executors and extend the library so that it fits the level of abstraction that suits your environment.;Elegant: Airflow pipelines are lean and explicit. Parameterizing your scripts is built in the core of Airflow using powerful Jinja templating engine.;Scalable: Airflow has a modular architecture and uses a message queue to talk to orchestrate an arbitrary number of workers. Airflow is ready to scale to infinity.
Agile Tools: kanban boards, backlogs, scrum boards; Reporting: dashboards, widgets, Power BI; Git: free private repositories, pull requests; Continuous Integration: automated builds and diagnostics; Cloud build agents: cross-platform agents for Windows, Mac and Linux; Testing Tools: unit testing, load testing, manual, exploratory and user acceptance testing; Release Management: automate deployments, gated approval workflows, audit trails; Marketplace: extensions for the Visual Studio family of products; Package Management: host npm and NuGet packages; IDE Support: Eclipse, IntelliJ, Xcode and Visual Studio; Integration: link code and releases to work items, builds, and test results
Statistics
Stacks
1.7K
Stacks
2.7K
Followers
2.8K
Followers
2.9K
Votes
128
Votes
249
Pros & Cons
Pros
  • 53
    Features
  • 14
    Task Dependency Management
  • 12
    Cluster of workers
  • 12
    Beautiful UI
  • 10
    Extensibility
Cons
  • 2
    Observability is not great when the DAGs exceed 250
  • 2
    Open source - provides minimum or no support
  • 2
    Running it on kubernetes cluster relatively complex
  • 1
    Logical separation of DAGs is not straight forward
Pros
  • 56
    Complete and powerful
  • 32
    Huge extension ecosystem
  • 27
    Azure integration
  • 26
    One Stop Shop For Build server, Project Mgt, CDCI
  • 26
    Flexible and powerful
Cons
  • 8
    Still dependant on C# for agents
  • 5
    Many in devops disregard MS altogether
  • 5
    Half Baked
  • 4
    Not a requirements management tool
  • 4
    Capacity across cross functional teams not visibile
Integrations
No integrations available
GitHub
GitHub
Visual Studio
Visual Studio
Docker
Docker
Slack
Slack
Trello
Trello
Git
Git
IntelliJ IDEA
IntelliJ IDEA
Jenkins
Jenkins
Octopus Deploy
Octopus Deploy
Eclipse
Eclipse

What are some alternatives to Airflow, Azure DevOps?

Trello

Trello

Trello is a collaboration tool that organizes your projects into boards. In one glance, Trello tells you what's being worked on, who's working on what, and where something is in a process.

Asana

Asana

Asana is the easiest way for teams to track their work. From tasks and projects to conversations and dashboards, Asana enables teams to move work from start to finish--and get results. Available at asana.com and on iOS & Android.

Basecamp

Basecamp

Basecamp is a project management and group collaboration tool. The tool includes features for schedules, tasks, files, and messages.

Confluence

Confluence

Capture the knowledge that's too often lost in email inboxes and shared network drives in Confluence instead – where it's easy to find, use, and update.

Redmine

Redmine

Redmine is a flexible project management web application. Written using the Ruby on Rails framework, it is cross-platform and cross-database.

Taskulu

Taskulu

Taskulu is a collaborative project planning service. It combines task management, real-time chat and time tracking into a single interface.

Notion

Notion

A new tool that blends your everyday work apps into one. It's a unified and collaborative workspace for you and your team

Aha!

Aha!

Set product strategy, visualize and share roadmaps, and articulate features so your product development teams can build what matters.

Ora

Ora

Ora enables you to customize your projects and collaborate the way you want! Choose an existing methodology or create your own. Ora has everything your team might need to boost productivity and collaborate! Task management, kanban, lists...

Shortcut

Shortcut

Shortcut combines a simple, modern UI with enterprise-grade tools, allowing technology companies to plan and manage their projects effectively, visualize progress across the organization, and define deadlines and milestones based upon data.

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