What is Couler?
It aims to provide a unified interface for constructing and managing workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
Couler is a tool in the Task Scheduling category of a tech stack.
Key Features
Unified interface and imperative programming style for defining workflows with automatic construction of directed acyclic graph (DAG)Extensible to support various workflow enginesReusable steps for tasks such as distributed training of machine learning modelsAutomatic workflow and resource optimizations under the hood
Couler Pros & Cons
Pros of Couler
No pros listed yet.
Cons of Couler
No cons listed yet.
Couler Alternatives & Comparisons
What are some alternatives to Couler?
GitHub Actions
It makes it easy to automate all your software workflows, now with world-class CI/CD. Build, test, and deploy your code right from GitHub. Make code reviews, branch management, and issue triaging work the way you want.
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.
Camunda
Camunda enables organizations to operationalize and automate AI, integrating human tasks, existing and future systems without compromising security, governance, or innovation.
