mlrun VS Prefect

Compare mlrun vs Prefect and see what are their differences.

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mlrun Prefect
3 19
1,240 14,330
4.8% 3.0%
9.9 9.9
1 day ago 5 days ago
Python Python
Apache License 2.0 Apache License 2.0
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.

mlrun

Posts with mentions or reviews of mlrun. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-28.

Prefect

Posts with mentions or reviews of Prefect. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-30.

What are some alternatives?

When comparing mlrun and Prefect you can also consider the following projects:

dagster - An orchestration platform for the development, production, and observation of data assets.

APScheduler - Task scheduling library for Python

airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

schedule - Python job scheduling for humans.

doit - task management & automation tool

django-schedule - A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.

fastapi-dramatiq-data-ingestion - Sample project showing reliable data ingestion application using FastAPI and dramatiq

Joblib - Computing with Python functions.

spark-fast-tests - Apache Spark testing helpers (dependency free & works with Scalatest, uTest, and MUnit)

TaskFlow - A library to complete workflows/tasks in HA manner. Mirror of code maintained at opendev.org.

meltano - Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.

Spiff - A powerful workflow engine implemented in pure Python