├── .gitignore ├── FLOOD_ANALYTICS_SPARK_GUIDE.md ├── LICENSE ├── README.md ├── airflow ├── config │ └── airflow.cfg ├── dags │ ├── __pycache__ │ │ ├── lampung_data_quality_monitoring.cpython-312.pyc │ │ ├── lampung_flood_prediction_dag.cpython-312.pyc │ │ └── lampung_flood_prediction_real_data.cpython-312.pyc │ ├── lampung_data_quality_monitoring.py │ ├── lampung_flood_prediction_dag.py │ └── lampung_flood_prediction_real_data.py └── logs │ └── scheduler │ └── 2025-05-26 │ ├── lampung_data_quality_monitoring.py.log │ ├── lampung_flood_prediction_dag.py.log │ └── lampung_flood_prediction_real_data.py.log ├── clean-spark-defaults.conf ├── config ├── hadoop │ ├── core-site.xml │ ├── hdfs-site.xml │ ├── mapred-site.xml │ └── yarn-site.xml ├── hbase │ └── hbase-site.xml ├── hive │ ├── hive-site.xml │ └── simple-hive-site.xml └── spark │ └── spark-defaults.conf ├── data ├── processed │ ├── .gitkeep │ ├── elevation_flood_analysis.png │ ├── elevation_flood_predictions.csv │ ├── feature_importance.csv │ ├── feature_importance_analysis.png │ ├── flood_events_enhanced.csv │ ├── flood_prediction_model.joblib │ ├── interactive_flood_risk_map.html │ ├── regional_flood_predictions.csv │ ├── regional_flood_risk_analysis.csv │ ├── risk_comparison_analysis.png │ └── weather_data_enhanced.csv ├── raw │ ├── .gitkeep │ ├── bmkg │ │ └── cuaca_historis │ │ │ └── data_cuaca_bmkg.csv │ ├── bnpb │ │ └── kejadian_banjir │ │ │ └── data_banjir_historis.csv │ ├── demnas │ │ └── topografi │ │ │ ├── data_elevasi_with_regions.csv │ │ │ └── regional_elevation_summary.csv │ └── iot │ │ ├── data_sensor_iot.json │ │ ├── iot_flow_rate_data.csv │ │ ├── iot_soil_moisture_data.csv │ │ ├── iot_water_level_data.csv │ │ └── iot_weather_data.csv ├── sample │ └── .gitkeep └── serving │ └── .gitkeep ├── docker-compose.yml ├── docker ├── README.md ├── hadoop │ ├── .gitkeep │ ├── Dockerfile.datanode │ ├── Dockerfile.namenode │ ├── Dockerfile.resourcemanager │ ├── config │ │ ├── core-site.xml │ │ ├── hadoop-env.sh │ │ ├── hdfs-site.xml │ │ ├── mapred-site.xml │ │ └── yarn-site.xml │ └── scripts │ │ ├── entrypoint-datanode.sh │ │ ├── entrypoint-namenode.sh │ │ └── entrypoint-resourcemanager.sh ├── hbase │ ├── Dockerfile.master │ ├── config │ │ ├── hbase-env.sh │ │ └── hbase-site.xml │ └── scripts │ │ └── entrypoint-hbase-master.sh ├── hive │ ├── .gitkeep │ ├── Dockerfile │ ├── Dockerfile.hive │ ├── config │ │ ├── hive-env.sh │ │ └── hive-site.xml │ └── scripts │ │ └── entrypoint-hive.sh ├── kafka │ └── .gitkeep ├── scripts │ └── .gitkeep ├── spark │ ├── .gitkeep │ ├── Dockerfile.master │ ├── Dockerfile.worker │ ├── config │ │ ├── spark-defaults.conf │ │ └── spark-env.sh │ └── scripts │ │ ├── entrypoint-spark-master.sh │ │ └── entrypoint-spark-worker.sh └── zookeeper │ ├── Dockerfile │ ├── config │ └── zoo.cfg │ └── scripts │ └── entrypoint-zookeeper.sh ├── docs └── images_architecture.png ├── hive ├── .gitkeep └── data │ └── metastore │ └── .gitkeep ├── notebooks ├── .gitkeep └── 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