That includes Kubernetes, Slacks, and Databricks. Prefect also has great choices of integrations. Prefect has a very useful tool, versioning, which allows you to track the older version of your workflow. However, that is not the only thing that makes Prefect a good option to replace Apache Airflow. Even though the interface is something you need to get used to, it still delivers the function greatly. It enables you to work with Python-based workflows, and the deployment is also pretty easy. Prefect uses the Orion engine, which helps you to turn code into workflows. Prefect is an open-source project, and the development is quite rapid. So, how is Prefect vs Airflow?įeature-wise, Prefect does what Apache Airflow does, helping you easily create, coordinate, and monitor your data flow. Thus, making the software worth spending your time on (or money, if you feel like it). Prefect is software that shares quite many similarities with Apache Airflow. If you need it for production, you will have to get a license, though you will have a free trial before you purchase the package. You can enjoy Camunda for free, as long as it is for a non-production matter. This Airflow-similar tool is easy to deploy and also easy on your processor. Moreover, it also gives you flexibility in your choice of practices, tools, and connectors. Unlike Apache Airflow, which uses Python, Camunda offers you the freedom to use whatever language you want. It shows which part of your system is more active and will eventually help you improve and optimize the system. That way, the system will be easier to comprehend and use as decision-making material.Īnother exceptional feature that Camunda offer is a heat map. It is a standard that allows visual collaboration between stakeholders and teams. Indeed, what Camunda do is help you navigate tasks throughout the whole process, which circulates across devices, systems, and people.Ĭamunda applies the Business Process Model and Notation (BPMN) standard. It is because Camunda is not just a workflow automation software, per se, but also project management software.Ĭamunda uses “Universal Process Orchestrator” to describe its service. Stating that Camunda is a head-to-head competitor of Apache Airflow might be slightly incorrect. So, in that case, here are 8 software you can use to replace Apache Airflow. Therefore, despite the functionality, some may feel like Airflow does not suffice to fulfill their needs. Regarding data-related software such as Airflow, the function and preference matter. Best Apache Airflow Alternatives to Increase Productivity But the value, of course, is totally worth the trouble at the start. Understanding and running Apache Airflow may require a certain level of knowledge. You can try each task repeatedly if you fail, and you will also receive an alert through your Slack or email when a task is done or needs fixing. Moreover, Apache Airflow is very easy to scale and does so without the probability of data loss. That alone will help lessen the probability of integration problems, especially if it is in different systems. What makes Apache Airflow special is the fact that it uses Python in its DAG. The software is designed to display a user-friendly and interactive interface that clearly visualizes each pipeline. Regarding authoring the workflow, Apache Airflow lets you write them as Directed Acyclic Graphs (DAG). Due to its usefulness, many major companies use the software, such as Wells Fargo, Dailymotion, and Airbnb. The software was launched back in 2014 using an open-source scheme.Ĭurrently, Apache Airflow has more than 1000 contributors that will always try to keep the software up-to-date. That is where Apache Airflow takes place.Īpache Airflow is a software that will help its users write, schedule, and monitor the workflow. By using such software, engineers can minimize errors and improve work efficiency, which in turn will help businesses generate better decisions. In the era of big data, the existence of reliable workflow management software is highly important. What is Apache Airflow, and What is It for?
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