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online_store's Introduction

Data engineering project: data extraction to analysis

For more details read the blog here

Architecture diagram

Architecture

Running the project

Prerequisites

  1. Docker and Docker Compose v1.27.0
  2. git

Clone the repo using

git clone https://github.com/josephmachado/online_store.git
cd online_store

Spin up

In your project directory run the following command.

make up
docker ps # to see all the components

Wait for about a minute. You can log into

  1. Dagster UI at http://localhost:3000/
  2. Metabase UI at http://localhost:3001/. Use the following credentials
username: [email protected]
password: password1234

Make sure to switch on the data pipeline in dagster UI, and let it run a few times. In Metabase UI, search for and click on Online store overview using the search bar on the top left corner. This will take you to the dashboard which is fed with the transformed data from the data pipeline.

Tear down

When you are done, you can spin down your containers using the following command.

make down

References

  1. Dagster docs
  2. Metabase docs
  3. FastAPI docker
  4. Dagster docker setup
  5. dbt docs

online_store's People

Contributors

josephmachado avatar

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