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