feat: initial commit for merica-pipeline delivery

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MERICA Admin
2026-10-08 19:33:15 +07:00
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# 🌊 MERICA Pipeline Bundles (Release Delivery v1.0)
> **Declarative Lakehouse Pipelines, dbt Transformations, and Data Contracts**
> *Repositori Resmi Definisi Data Pipeline untuk Pengguna / Data Engineer (Self-Hosted Git Delivery).*
---
## 📌 1. Ikhtisar Repositori
Repositori **`merica-pipeline`** adalah **Single Source of Truth (SSOT)** untuk seluruh definisi pipeline data, model transformasi dbt, aturan tata kelola metadata, dan pengujian kualitas data pada platform **MERICA Data Lakehouse**.
Melalui arsitektur **Git DAG Bundles (AIP-66)** Apache Airflow 3, setiap berkas konfigurasi YAML di repositori ini secara otomatis disinkronkan ke Airflow runtime dalam interval **30 detik** tanpa memerlukan restart layanan atau penyalinan berkas manual ke server engine.
---
## 📦 2. Struktur Direktori Repositori
```text
release/merica-pipeline/
├── configs/ # Deklarasi pipeline ingestion kanonikal (YAML)
│ ├── example_permits_medallion_dbt_postgres.yaml # Referensi End-to-End Medallion dbt
│ ├── ingestion_api_spku_air_quality.yaml # IoT Real-time Air Quality (Sliding Window)
│ ├── ingestion_db_environmental_permits_cdc.yaml # DB Transactional CDC (Sling)
│ └── ingestion_gws_waste_reports.yaml # Google Workspace Spreadsheet Sanitizer
├── dbt/ # Transformasi Medallion data mart (SQL)
│ └── models/
│ ├── silver/ # Model pembersihan & deduplikasi
│ └── gold/ # Model data mart & kepatuhan pelaporan
├── metadata/ # JSON metadata tata kelola OpenMetadata
│ ├── example_permits_medallion_dbt_postgres.json
│ └── ingestion_api_spku_air_quality.json
├── schemas/ # Kontrak skema JSON & validator
├── samples/ # Sampel dummy dataset untuk pengujian
│ ├── waste_reports_raw.csv # Sampel CSV kotor
│ ├── spku_realtime.json # Sampel JSON sensor IoT
│ └── seed_amdal_permits.sql # SQL seed data transaksional
├── docs/ # Panduan penulisan pipeline untuk Data Engineer
│ ├── pipeline_specifications.md
│ ├── dbt_modeling_guide.md
│ └── adding_new_pipeline.md
└── README.md # Panduan utama repositori pipeline
```
---
## 🎯 3. Katalog 4 Pipeline Bawaan (Canonical Use Cases)
| Nama Pipeline | File Konfigurasi | Engine & Operator | Lapisan Medallion |
| :--- | :--- | :--- | :--- |
| **AMDAL CDC Ingestion** | `ingestion_db_environmental_permits_cdc.yaml` | Sling CLI Log-Based CDC | PostgreSQL ➔ Bronze S3 (Parquet) |
| **GWS Waste Reports** | `ingestion_gws_waste_reports.yaml` | GWS Sanitizer Operator | Google Sheets ➔ Bronze Parquet |
| **SPKU IoT Air Quality** | `ingestion_api_spku_air_quality.yaml` | REST API Sliding Window | HTTP REST ➔ Bronze S3 (JSON) |
| **Reference Medallion dbt** | `example_permits_medallion_dbt_postgres.yaml` | Sling + Great Expectations + dbt | Bronze ➔ Silver ➔ Gold Marts |
---
## 🛠️ 4. Panduan Menambahkan Pipeline Baru
Untuk menambahkan pipeline baru ke dalam sistem:
1. **Buat Berkas Konfigurasi YAML di Direktori `configs/`**:
Contoh: `configs/ingestion_my_dataset.yaml`
```yaml
pipeline_id: "ingestion_my_dataset"
description: "Pipeline Ingestion Data Operasional Baru"
schedule_interval: "@daily"
tags: ["operational", "bronze"]
source:
type: "postgres"
connection_id: "conn_postgres_source_db"
table: "public.my_table"
target:
bucket: "dlh-bronze"
format: "parquet"
```
2. **(Opsional) Tambahkan Transformasi dbt di Direktori `dbt/models/`**:
Tambahkan file SQL di `silver/` atau `gold/` untuk mendefinisikan agregasi analitik.
3. **Commit & Push ke Server Git**:
```bash
git add configs/ingestion_my_dataset.yaml
git commit -m "feat(pipeline): add new operational dataset pipeline"
git push origin main
```
4. **Verifikasi di Airflow Webserver (Port 14080)**:
Dalam waktu maksimum 30 detik, DAG baru dengan ID `dag_ingestion_my_dataset` akan muncul otomatis di antarmuka Airflow tanpa restart scheduler!
---
## 📚 5. Dokumentasi Teknis Terkait
* 📑 [docs/pipeline_specifications.md](docs/pipeline_specifications.md) — Spesifikasi lengkap schema sintaksis YAML pipeline.
* 🧊 [docs/dbt_modeling_guide.md](docs/dbt_modeling_guide.md) — Panduan pemodelan data Medallion (Bronze, Silver, Gold).
* 🚀 [docs/adding_new_pipeline.md](docs/adding_new_pipeline.md) — Tutorial langkah-demi-langkah bagi Data Engineer.