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Argo vs Docker Compose: What are the differences?

Introduction

Markdown code is a lightweight markup language that is commonly used to format text on websites. It provides a simple syntax for creating headings, lists, links, and other formatting elements. In this task, we will format the provided content as Markdown code and write about the key differences between Argo and Docker Compose.

Key Differences between Argo and Docker Compose

  1. Workflow Management: Argo is primarily a workflow management tool, whereas Docker Compose is focused on container orchestration. Argo provides a way to define and execute complex workflows involving multiple steps and dependencies, while Docker Compose is mainly used for defining and running multi-container applications.

  2. Scalability: Argo has built-in features for scaling workflows, allowing for parallel execution of tasks and efficient resource allocation. Docker Compose, on the other hand, does not provide native support for scaling application services. It is more suitable for running applications on a single machine or development environment.

  3. Extensibility: Argo provides a flexible and extensible workflow templating system that allows users to define custom logic and conditions for executing steps in a workflow. Docker Compose, on the other hand, has limited extensibility options and is primarily focused on defining the structure and configuration of containers.

  4. Compatibility: Argo is specifically designed to work with Kubernetes and can leverage its features for managing workflow execution. Docker Compose, on the other hand, is containerization platform-agnostic and can work with various container platforms, including Docker, Swarm, and Kubernetes.

  5. Visualization: Argo provides a web-based user interface for visualizing and monitoring workflow execution, making it easier to track the progress of individual steps and identify any issues. Docker Compose, on the other hand, does not have a built-in visualization tool and relies on command-line interface (CLI) tools for managing containers and services.

  6. Orchestration: Argo offers more advanced orchestration capabilities, allowing for complex dependency management, retries, and error handling in workflows. Docker Compose focuses more on defining the structure and configuration of containers, providing basic orchestration features such as service dependencies and restart policies.

In summary, Argo is primarily a workflow management tool with advanced scalability, extensibility, and visualization capabilities, specifically designed to work with Kubernetes. Docker Compose, on the other hand, is a container orchestration tool that focuses on defining multi-container applications and offers basic orchestration features but lacks the advanced capabilities of Argo.

Decisions about Argo and Docker Compose
Michael Roberts

We develop rapidly with docker-compose orchestrated services, however, for production - we utilise the very best ideas that Kubernetes has to offer: SCALE! We can scale when needed, setting a maximum and minimum level of nodes for each application layer - scaling only when the load balancer needs it. This allowed us to reduce our devops costs by 40% whilst also maintaining an SLA of 99.87%.

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Pros of Argo
Pros of Docker Compose
  • 3
    Open Source
  • 2
    Autosinchronize the changes to deploy
  • 1
    Online service, no need to install anything
  • 123
    Multi-container descriptor
  • 110
    Fast development environment setup
  • 79
    Easy linking of containers
  • 68
    Simple yaml configuration
  • 60
    Easy setup
  • 16
    Yml or yaml format
  • 12
    Use Standard Docker API
  • 8
    Open source
  • 5
    Go from template to application in minutes
  • 5
    Can choose Discovery Backend
  • 4
    Scalable
  • 4
    Easy configuration
  • 4
    Kubernetes integration
  • 3
    Quick and easy

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Cons of Argo
Cons of Docker Compose
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    • 9
      Tied to single machine
    • 5
      Still very volatile, changing syntax often

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    - No public GitHub repository available -

    What is Argo?

    Argo is an open source container-native workflow engine for getting work done on Kubernetes. Argo is implemented as a Kubernetes CRD (Custom Resource Definition).

    What is Docker Compose?

    With Compose, you define a multi-container application in a single file, then spin your application up in a single command which does everything that needs to be done to get it running.

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    What companies use Argo?
    What companies use Docker Compose?
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    What tools integrate with Argo?
    What tools integrate with Docker Compose?

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    What are some alternatives to Argo and Docker Compose?
    Airflow
    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.
    Flux
    Flux is the application architecture that Facebook uses for building client-side web applications. It complements React's composable view components by utilizing a unidirectional data flow. It's more of a pattern rather than a formal framework, and you can start using Flux immediately without a lot of new code.
    Jenkins
    In a nutshell Jenkins CI is the leading open-source continuous integration server. Built with Java, it provides over 300 plugins to support building and testing virtually any project.
    Spinnaker
    Created at Netflix, it has been battle-tested in production by hundreds of teams over millions of deployments. It combines a powerful and flexible pipeline management system with integrations to the major cloud providers.
    Kubeflow
    The Kubeflow project is dedicated to making Machine Learning on Kubernetes easy, portable and scalable by providing a straightforward way for spinning up best of breed OSS solutions.
    See all alternatives