Apache Airflow vs. Luigi's Box

For a quick job scanning of status and deep-diving into job issues, details, and flows, AirFlow does a good job. No fuss, no muss. The low learning curve as the UI is very straightforward, and navigating it will be familiar after spending some time using it. Our requirements are pretty simple. Job scheduler, workflows, and monitoring. The jobs we run are >100, but still is a lot to review and troubleshoot when jobs don't run. So when managing large jobs, AirFlow dated UI can be a bit of a drawback.

Incentivized

Luigi's Box works really well for businesses such as ours, which is an ecommerce website, where our customers may need help and guidance during searching, as there is no physical presence, and where the search recognizes synonyms and mis-spellings, providing a more personalised and customer friendly shopping experience. I don't think Luigi's Box would be appropriate for organizations who offer bespoke products or services.

• In charge of the ETL processes.
• As there is no incoming or outgoing data, we may handle the scheduling of tasks as code and avoid the requirement for monitoring.

Incentivized

• Wide access to the analysis panel that supports sales and helps analyze user behavior.
• Adapting functionality to the partner's needs, which confirms the flexibility of the tool.
• The boost function which allows us to prioritise showing customers certain products over others, which improves conversions.

Incentivized

• they should bring in some time based scheduling too not only event based
• they do not store the metadata due to which we are not able to analyze the workflows
• they only support python as of now for scripted pipeline writing

Incentivized

• More choice for customisation and layout would be good.
• More payment options for example the choice to pay via direct debit.

Easy to learn Easy to use Robust workflow orchestration framework Good in dependent job management

Incentivized

As I mentioned in the previous points, Luigis Box helped us to improve the overall services for our customers, whether in the area of ​​product search, optimization of various processes, improvement of service quality, etc. Within our company, all of us who work with him are really satisfied with him. If we were to recommend the tool we use to other companies, Luigi's Box would be a clear choice for us :)

Their support is excellent. Quick and helpful.

There are a number of reasons to choose Apache Airflow over other similar platforms- Integrations—ready-to-use operators allow you to integrate Airflow with cloud platforms (Google, AWS, Azure, etc) Apache Airflow helps with backups and other DevOps tasks, such as submitting a Spark job and storing the resulting data on a Hadoop cluster It has machine learning model training, such as triggering a Sage maker job.

Incentivized

The price is a lot better than Clerk, and the speed of integration is much simpler. Our IT team had so many issues intergating Clerk and the price kept on increasing. Whereas with Luigi's Box it was the exact opposite. Price is good for the system you receive and the integration is easy.

Incentivized

• A lot of helpful features out-of-the-box, such as the DAG visualizations and task trees
• Allowed us to implement complex data pipelines easily and at a relatively low cost

Incentivized

• Simple construction of a data feed = low cost
• Easy to implement with the provided script - without having to hire a programmer
• The search results presented after minor configuration are much better than in search engines built into SaaS e-commerce