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Scaling E-Commerce

Prerequisites

  • Dozer
  • JRE
  • Docker
  • Yarn
  • Cargo

Generate dataset

poetry install
poetry shell
python generate.py

Start prometheus server

docker compose up

Start the dashboard UI (Optional)

docker-compose up

Note: For linux users, change the network mode to host and update prometheus config to localhost:9000

Run dozer

Follow the instructions here and install Dozer

# Direct from source without transformation
dozer clean -c direct-config.yaml
dozer build -c direct-config.yaml
dozer run app -c direct-config.yaml

# Join and Aggregations
dozer clean -c aggregate-config.yaml
dozer build -c aggregate-config.yaml
dozer run app -c aggregate-config.yaml

Once dozer starts running, you should be able to visit the dashboard UI at http://localhost:3000.