An ETL framework with Celery, with automatic load balancing

Harshavardhan Rangan (~hrangan)




Our proposal is to load balance an ETL system made up of discrete readers, transformers and loaders. The framework will balance the ratio of these workers based on the data I/O rates of said workers. Our approach is to override the autoscaling mechanism of celery.

While our experience lies in ETL, Celery is a new technology for us and something we've wanted to work with. This is going to be a learning experience for us, and we look forward to having you join us.


Intermediate to advanced python knowledge
Intermediate to advanced ETL Knowledge
Basic celery knowledge

Content URLs:,_transform,_load

Section: Core Python
Type: Dev Sprint
Target Audience: Intermediate
Last Updated:

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