5 Airflow Alternatives for Data Orchestration

Workflows Workflow Automation Data Integration ETL

Apache Airflow Landing Page
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Apache Airflow

Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
Pricing:
- Open Source
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 exploring these options, teams can find the right tool to enhance their data operations and drive more value from their data initiatives.

#Workflows #Workflow Automation #Data Pipelines 65 social mentions
2

P

Perfect.io

This product hasn't been added to SaaSHub yet
Dagster Landing Page
3

Dagster

The cloud-native open source orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Pricing:
- Open Source
Dagster is an open-source data orchestration system that allows users to define their data assets as Python functions. Once defined, Dagster manages and executes these functions based on a user-defined schedule or in response to specific events. Dagster can be used at every stage of the data development lifecycle, from local development and unit testing to integration testing, staging environments, and production.

#Utilities #Analytics #Analytics Integrator 1 social mentions
Luigi Landing Page

4

Luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs.

In this blog post, we will discuss five alternatives to manage workflows: Prefect, Dagster, Luigi, Mage AI, and Kedro. These tools can be used for any field, not just limited to data engineering. By understanding these tools, you'll be able to choose the one that best suits your data and machine learning workflow needs.

#DevOps Tools #Workflow Automation #Workflows 9 social mentions
Mage AI Landing Page
5

Mage AI

Open-source data pipeline tool for transforming and integrating data.
Pricing:
- Open Source
Mage AI provides a simple developer experience, supports multiple programming languages, and enables collaborative development. Its built-in monitoring, alerting, and observability features make it well-suited for large-scale, complex data pipelines. Mage AI also supports dbt for building, running, and managing dbt models.

#Utilities #Application Utilities #Machine Learning Tools 26 social mentions
kedro.org
6

Kedro

An open-source framework for data science code
Pricing:
- Open Source
Kedro provides a standardized project template, data connectors, pipeline abstraction, coding standards, and flexible deployment options, which simplify the process of building, testing, and deploying data science projects. By using Kedro, data scientists can ensure a consistent and organized project structure, easily manage data and model versioning, automate pipeline dependencies, and deploy projects on various platforms.

#Data Science And Machine Learning #Data Pipelines #Python Web Framework