Luigi Insights

What is Luigi?

Luigi is a Python package that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization, handling failures, command line integration, and more. It's commonly used for building data pipelines for tasks like ETL processes, machine learning model training, and report generation.

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What other technologies are related to Luigi?

Luigi Competitor Technologies

Azkaban

A batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Provides similar workflow orchestration functionality as Luigi.

mentioned alongside Luigi in 69% (1.2k) of relevant job posts

Airflow

A platform to programmatically author, schedule, and monitor workflows. It's a direct competitor to Luigi, offering similar features with a different design philosophy.

mentioned alongside Luigi in 4% (4.6k) of relevant job posts

Prefect

A modern data workflow orchestration platform designed to eliminate negative engineering. Offers similar capabilities to Luigi.

mentioned alongside Luigi in 10% (565) of relevant job posts

digdag.io

DigDag is open source workflow automation system which helps to build, run, schedule, and monitor complex pipelines. Another alternative to Luigi.

mentioned alongside Luigi in 100% (53) of relevant job posts

AWS Managed Airflow

A managed service for Apache Airflow on AWS. Since Airflow competes with Luigi, so does the managed version.

mentioned alongside Luigi in 51% (99) of relevant job posts

Dagster

A data orchestrator for machine learning, analytics, and ETL. Provides a similar feature set to Luigi.

mentioned alongside Luigi in 7% (373) of relevant job posts

AWS Step Functions

A serverless orchestration service that lets you coordinate multiple AWS services into serverless workflows. Offers a cloud-native alternative to Luigi.

mentioned alongside Luigi in 6% (233) of relevant job posts

Oozie

A workflow scheduler system to manage Apache Hadoop jobs. Serves a similar purpose to Luigi in the Hadoop ecosystem.

mentioned alongside Luigi in 5% (282) of relevant job posts