{"id":25089680,"url":"https://github.com/tcd93/invoice-data-pipeline","last_synced_at":"2026-04-16T12:38:43.333Z","repository":{"id":275783623,"uuid":"927168277","full_name":"tcd93/invoice-data-pipeline","owner":"tcd93","description":"A sample data pipeline for transforming invoice images and CSV files into beautiful numbers","archived":false,"fork":false,"pushed_at":"2025-02-04T14:45:22.000Z","size":10778,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-04T15:41:10.133Z","etag":null,"topics":["airflow","data-pipeline","kubernetes","python","trino"],"latest_commit_sha":null,"homepage":"","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tcd93.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-04T14:18:27.000Z","updated_at":"2025-02-04T14:45:25.000Z","dependencies_parsed_at":"2025-02-04T15:51:43.727Z","dependency_job_id":null,"html_url":"https://github.com/tcd93/invoice-data-pipeline","commit_stats":null,"previous_names":["tcd93/invoice-data-pipeline"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tcd93%2Finvoice-data-pipeline","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tcd93%2Finvoice-data-pipeline/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tcd93%2Finvoice-data-pipeline/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tcd93%2Finvoice-data-pipeline/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tcd93","download_url":"https://codeload.github.com/tcd93/invoice-data-pipeline/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246679069,"owners_count":20816402,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["airflow","data-pipeline","kubernetes","python","trino"],"created_at":"2025-02-07T11:18:26.419Z","updated_at":"2026-04-16T12:38:43.250Z","avatar_url":"https://github.com/tcd93.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# \u003cimg src=\"./emds_logo.png\" width=\"30\" height=\"30\"/\u003e Invoice Data Platform\n**A sample data pipeline for transforming invoice images and CSV files into BI Service Dashboards**\n\n## Summary\nTL;DR  \n![Data flow](flow.png)  \n\nRaw data (images and CSV) from repo's [/k8s/object_store](./k8s/object_store) will be transformed into \nbeautiful numbers displayed in Apache Superset.\n\n\u003e * Invoice images are sampled from CORDv2 dataset  \n\u003e * CSV file is from [Kaggle](https://www.kaggle.com/code/mahabubsheikh/cafe-sales-dirty-data-for-cleaning)\n\n\u003e This is a simplified data pipeline, meant to be run on a single machine (e.g. your laptop). In a production environment, the Airflow would only act as a scheduler to trigger jobs on a separate Spark Cluster. Trino is probably not needed in this case, and can be replaced with SparkSQL.\n\n## Requirement\n- **[Docker for Desktop](https://www.docker.com/products/docker-desktop/)** (Enable Kubernetes and WSL2) or **minikube**\n- [Helm](https://helm.sh/docs/intro/install/)\n- Python 3.12 ([Microsoft store](https://apps.microsoft.com/search?query=python+3.12))\n- openssl: generate secrets for SuperSet and cert for Trino\n    - For Windows users: just install [Git for Windows](https://gitforwindows.org/), it'll be included in Git Bash console\n- \\\u003e16GB RAM. Preferably 32GB\n\n## Quick Start\nTL;DR\n```bash\n(cd ./k8s \u0026\u0026 ./deploy.sh)\n```\n\nMany services are of type NodePort, run `kubectl get svc -n everest` to get their exposed port numbers. Go to [defaults.sh](./k8s/defaults.sh) \nto see default login credentials.\n\nStep-by-step [guide](./guide/README.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftcd93%2Finvoice-data-pipeline","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftcd93%2Finvoice-data-pipeline","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftcd93%2Finvoice-data-pipeline/lists"}