Which is more popular?
Based on our record, Luigi should be more popular than mlsql. It has been mentioned 9 times since March 2021.
Website, pricing, platforms and company facts side by side.
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External articles and on-site reviews we used to compare the two products.
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...
Even though Airflow and Luigi have much in common (open-source projects, Python used, Apache license), they have slightly different approaches to data workflow management. The first thing is that Luigi prevents tasks...
Among a popular choice for an Apache Airflow alternative is Luigi. It is a Python package that handles long-running batch processing. This means that it manages the automatic execution of data processing processes on...
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Recommendations tracked on public social media and blogs since March 2021.
I agree there are many options in this space. Two others to consider: - https://airflow.apache.org/ - https://github.com/spotify/luigi There are also many Kubernetes based options out there.... - Source: Hacker News / about 3 years ago
Maybe if your use case is “smallish” and doesn’t require the whole studio suite you could check out apscheduler for doing python “tasks” on a schedule and luigi to build pipelines. Source: over 4 years ago
What are you trying to do? Distributed scheduler with a single instance? No database? Are you sure you don't just mean "a scheduler" ala Luigi? https://github.com/spotify/luigi. - Source: Hacker News / over 4 years ago
I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago
When comparing Luigi and mlsql, you can also consider the following products.
Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
Compare Apache Airflow to Luigi or mlsql:
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.
Compare Dagster to Luigi or mlsql:
Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
Compare Kestra.io to Luigi or mlsql:
Prefect offers modern workflow orchestration tools for building, observing & reacting to data pipelines efficiently.
Compare Prefect.io to Luigi or mlsql:
Framework for real-life data science; build, improve, and operate end-to-end workflows.
Compare Metaflow to Luigi or mlsql:
