toil VS cronitor-airflow

Compare toil vs cronitor-airflow and see what are their differences.

toil

A scalable, efficient, cross-platform (Linux/macOS) and easy-to-use workflow engine in pure Python. (by DataBiosphere)
cwl Python Mesos slurm gridengine Workflow Pipeline AWS common-workflow-language Kubernetes
Source Code
toil.ucsc-cgl.org
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cronitor-airflow

Cronitor integration for Airflow (by cronitorio)
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toil cronitor-airflow
2 1
870 2
0.3% -
9.2 10.0
3 days ago almost 2 years ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

toil

Posts with mentions or reviews of toil. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-08.

cronitor-airflow

Posts with mentions or reviews of cronitor-airflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-23.
  • Lessons Learned from Running Apache Airflow at Scale
    12 projects | news.ycombinator.com | 23 May 2022
    Is anybody out there doing anything interesting with Airflow monitoring?

    At my startup Cronitor we have an Airflow sdk* that makes it pretty easy to provision monitoring for each DAG, but essentially we are only monitoring that a DAG started on time and the total time taken.

    * https://github.com/cronitorio/cronitor-airflow

What are some alternatives?

When comparing toil and cronitor-airflow you can also consider the following projects:

common-workflow-language - Repository for the CWL standards. Use https://cwl.discourse.group/ for support 😊

windmill - Open-source developer platform to turn scripts into workflows and UIs. Fastest workflow engine (5x vs Airflow). Open-source alternative to Airplane and Retool.

luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

stepwise - Clojure AWS Step Functions library

direktiv - Serverless Container Orchestration

states-language-cadence - States Language on Cadence

orchest - Build data pipelines, the easy way 🛠️

magniv-core - Magniv Core - A Python-decorator based job orchestration platform. Avoid responsibility handoffs by abstracting infra and DevOps.

toil vs common-workflow-language cronitor-airflow vs windmill toil vs luigi cronitor-airflow vs stepwise toil vs direktiv cronitor-airflow vs luigi toil vs windmill cronitor-airflow vs direktiv toil vs states-language-cadence cronitor-airflow vs orchest toil vs stepwise cronitor-airflow vs magniv-core