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Apache Airflow VS Activiti

Compare Apache Airflow VS Activiti and see what are their differences

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Apache Airflow logo Apache Airflow

Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Activiti logo Activiti

Activiti is a light-weight workflow and Business Process Management (BPM) Platform targeted at...
  • Apache Airflow Landing page
    Landing page //
    2023-06-17
  • Activiti Landing page
    Landing page //
    2021-10-05

Apache Airflow features and specs

  • Scalability
    Apache Airflow can scale horizontally, allowing it to handle large volumes of tasks and workflows by distributing the workload across multiple worker nodes.
  • Extensibility
    It supports custom plugins and operators, making it highly customizable to fit various use cases. Users can define their own tasks, sensors, and hooks.
  • Visualization
    Airflow provides an intuitive web interface for monitoring and managing workflows. The interface allows users to visualize DAGs, track task statuses, and debug failures.
  • Flexibility
    Workflows are defined using Python code, which offers a high degree of flexibility and programmatic control over the tasks and their dependencies.
  • Integrations
    Airflow has built-in integrations with a wide range of tools and services such as AWS, Google Cloud, and Apache Hadoop, making it easier to connect to external systems.

Possible disadvantages of Apache Airflow

  • Complexity
    Setting up and configuring Apache Airflow can be complex, particularly for new users. It requires careful management of infrastructure components like databases and web servers.
  • Resource Intensive
    Airflow can be resource-heavy in terms of both memory and CPU usage, especially when dealing with a large number of tasks and DAGs.
  • Learning Curve
    The learning curve can be steep for users who are not familiar with Python or the underlying concepts of workflow management.
  • Limited Real-Time Processing
    Airflow is better suited for batch processing and scheduled tasks rather than real-time event-based processing.
  • Dependency Management
    Managing task dependencies in complex DAGs can become cumbersome and may lead to configuration errors if not properly handled.

Activiti features and specs

  • Open Source
    Activiti is an open-source project, which means it is freely available for use and modification, encouraging community involvement and innovation.
  • BPMN 2.0 Compliance
    Activiti supports BPMN 2.0, which is a widely accepted standard for business process modeling, ensuring interoperability and familiarity for users.
  • Embeddable Engine
    The process engine of Activiti can be easily embedded in Java applications, allowing seamless integration with existing systems.
  • Scalability
    Activiti is designed to handle a large number of processes and users, making it suitable for enterprise-level applications.
  • Extensibility
    The platform allows for extensions and customizations, enabling developers to tailor the workflow engine to specific business needs.

Possible disadvantages of Activiti

  • Steep Learning Curve
    New users or developers unfamiliar with BPMN and Java might find the platform challenging to learn and implement effectively.
  • Limited UI Tools
    Compared to other BPM solutions, Activiti may offer fewer out-of-the-box UI components or tools for building user interfaces.
  • Community Support
    While there is an active community, the level of professional support might not be as extensive or prompt as some proprietary solutions.
  • Complexity in Customization
    Although customizable, significant customization may require deep technical knowledge and can be complex to implement.
  • Version Stability
    As an open-source project, Activiti may have variations in version stability and backward compatibility issues with updates.

Apache Airflow videos

+ Add

Airflow Tutorial for Beginners - Full Course in 2 Hours 2022

Activiti videos

+ Add

Activiti Overview

More videos:

  • Review - SmartoKids Activiti Box Review
  • Demo - Activiti Cloud BluePrint Demo

Category Popularity

0-100% (relative to Apache Airflow and Activiti)

Apache Airflow

Activiti

Workflow Automation
95 95%
Workflow Automation
5% 5
BPM
0 0%
BPM
100% 100
Automation
86 86%
Automation
14% 14
Web Service Automation
100 100%
Web Service Automation
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Airflow and Activiti

Apache Airflow Reviews

5 Airflow Alternatives for Data Orchestration
While Apache Airflow continues to be a popular tool for data orchestration, the alternatives presented here offer a range of features and benefits that may better suit certain projects or team preferences. Whether you prioritize simplicity, code-centric design, or the integration of machine learning workflows, there is likely an alternative that meets your needs. By...
Source: www.kdnuggets.com
Top 8 Apache Airflow Alternatives in 2024
Apache Airflow is a workflow streamlining solution aiming at accelerating routine procedures. This article provides a detailed description of Apache Airflow as one of the most popular automation solutions. It also presents and compares alternatives to Airflow, their characteristic features, and recommended application areas. Based on that, each business could decide which...
Source: blog.skyvia.com
10 Best Airflow Alternatives for 2024
In a nutshell, you gained a basic understanding of Apache Airflow and its powerful features. On the other hand, you understood some of the limitations and disadvantages of Apache Airflow. Hence, this article helped you explore the best Apache Airflow Alternatives available in the market. So, you can try hands-on on these Airflow Alternatives and select the best according to...
Source: hevodata.com
A List of The 16 Best ETL Tools And Why To Choose Them
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.
Source: www.datacamp.com
15 Best ETL Tools in 2022 (A Complete Updated List)
Apache Airflow programmatically creates, schedules and monitors workflows. It can also modify the scheduler to run the jobs as and when required.
Source: www.softwaretestinghelp.com

Activiti Reviews

12 of the Top-Rated Free and Open-Source BPM Software Solutions
Description: Alfresco is a leading open-source content management and solutions provider that targets its software at information-rich enterprises. With Alfresco Process Services, businesses and developers can utilize an open-source business process engine based on Activiti with the scalability and flexibility they need to handle a variety of critical processes. Alfresco, a...
Source: solutionsreview.com
10 Best Open Source BPM Tools
Activiti is a Java based open source BPM software. See below some of its prominent features helpful with you BPM plan.
Source: wisdomplexus.com
20 Free Open Source BPM Software for Businesses in 2021
Activiti open source business automation software helps businesses solve enterprise level automation challenges in a distributed, highly-scalable and cost-effective manner. Activiti is the new generation of business automation platform which offers a set of cloud-native blocks, designed to run on distributed infrastructures.
Source: www.techjockey.com

Social recommendations and mentions

Based on our record, Apache Airflow seems to be more popular. It has been mentiond 71 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Airflow mentions (71)

  • Data Engineering with DLT and REST
    This article demonstrates how to work with near real-time and historical data using the dlt package. Whether you need to scale data access across the enterprise or provide historical data for post-event analysis, you can use the same framework to provide customer data. In a future article, I'll demonstrate how to use dlt with a workflow orchestrator such as Apache Airflow or Dagster.``. - Source: dev.to / about 1 month ago
  • Data on Kubernetes: Part 3 - Managing Workflows with Job Schedulers and Batch-Oriented Workflow Orchestrators
    There are several tools available that can help manage these workflows. Apache Airflow is a platform designed to programmatically author, schedule, and monitor workflows. - Source: dev.to / 6 months ago
  • Apache Doris Job Scheduler for Task Automation
    Job scheduling is an important part of data management as it enables regular data updates and cleanups. In a data platform, it is often undertaken by workflow orchestration tools like Apache Airflow and Apache Dolphinscheduler. However, adding another component to the data architecture also means investing extra resources for management and maintenance. That's why Apache Doris 2.1.0 introduces a built-in Job... - Source: dev.to / 6 months ago
  • How I've implemented the Medallion architecture using Apache Spark and Apache Hdoop
    Instead of the custom orchestrator I used, a proper orchestration tool should replace it like Apache Airflow, Dagster, ..., etc. - Source: dev.to / 7 months ago
  • 10 Open Source Tools for Building MLOps Pipelines
    An integral part of an ML project is data acquisition and data transformation into the required format. This involves creating ETL (extract, transform, load) pipelines and running them periodically. Airflow is an open source platform that helps engineers create and manage complex data pipelines. Furthermore, the support for Python programming language makes it easy for ML teams to adopt Airflow. - Source: dev.to / 7 months ago
View more

Activiti mentions (0)

We have not tracked any mentions of Activiti yet. Tracking of Activiti recommendations started around Mar 2021.

What are some alternatives?

When comparing Apache Airflow and Activiti, you can also consider the following products

Make.com - Tool for workflow automation (Former Integromat)

Camunda - The Universal Process Orchestrator

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

jBPM - jBPM is a flexible Business Process Management (BPM) Suite.

Microsoft Power Automate - Microsoft Power Automate is an automation platform that integrates DPA, RPA, and process mining. It lets you automate your organization at scale using low-code and AI.

BonitaSoft - Bonita BPM is a BPM-based application platform that is designed to help users build highly...

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