├── .gitignore ├── .gitpod.Dockerfile ├── .gitpod.yml ├── 00-get-started ├── 00-install-kafka-pg-rw.md ├── 01-ingest-kafka-data.md ├── 02-ingest-pg-cdc.md └── README.md ├── 01-basic-streaming-workflow ├── 01-query-process-streaming-data │ ├── 000-query-kafka.md │ ├── 001-ingest-analyze-kafka.md │ ├── 002-ingest-analyze-kafka-pg.md │ └── README.md ├── 02-bring-analytics-closer-to-odb │ ├── 001-create-mv-offload-analytics.md │ ├── 002-query-through-risingwave.md │ ├── 003-query-from-odb.md │ └── README.md └── 03-real-time-etl │ ├── 001-ingest-data.md │ ├── 002-process-data.md │ ├── 003-deliver-data.md │ ├── README.md │ └── data-generator.py ├── 02-simple-demos ├── capital_markets │ ├── market_data_enrichment │ │ ├── bootstrap.sql │ │ ├── data_generator.py │ │ ├── readme.md │ │ └── superset_scripts │ │ │ └── market_enrichment_script.sh │ └── market_surveillance │ │ ├── bootstrap.sql │ │ ├── data_generator.py │ │ └── readme.md ├── e_commerce │ └── marketing_analysis │ │ ├── bootstrap.sql │ │ ├── data_generator.py │ │ ├── readme.md │ │ └── superset_scripts │ │ └── market_analysis_script.sh ├── logistics │ └── warehouse_inventory_mgmt │ │ ├── bootstrap.sql │ │ ├── data_generator.py │ │ └── readme.md ├── readme.md └── sports_betting │ ├── position_risk_management │ ├── bootstrap.sql │ ├── data_generator.py │ └── readme.md │ └── user_betting_behavior │ ├── bootstrap.sql │ ├── data_generator.py │ └── readme.md ├── 03-solution-demos ├── .DS_Store ├── README.md ├── automating_airline_operations │ ├── create_mv.sql │ ├── create_sink.sql │ ├── create_table.sql │ ├── query.sql │ └── readme.md ├── dynamic_pricing │ ├── create_mv.md │ ├── create_source.md │ ├── data-producers │ │ ├── Dockerfile │ │ ├── purchases.py │ │ ├── restocks.py │ │ └── run-producers.py │ ├── docker-compose.yml │ ├── grafana_configs │ │ ├── dashboard.yaml │ │ ├── datasource.yaml │ │ └── price-model.json │ ├── postgres_prepare.sql │ └── readme.md ├── e-commerce │ ├── create_table.sh │ ├── customer_segmentation.py │ ├── doc │ │ └── images │ │ │ ├── E-commerce demo.svg │ │ │ ├── dashboard.png │ │ │ └── source table.png │ ├── front-end │ │ └── customer_segmentation.html │ ├── generate_data.py │ ├── readme.md │ └── sql │ │ └── customer_segmentation.sql ├── energy_grid │ ├── create_mv.md │ ├── create_source.md │ ├── data-producers │ │ ├── Dockerfile │ │ ├── energy-consumed.py │ │ ├── energy-produced.py │ │ └── run-producers.py │ ├── docker-compose.yml │ ├── grafana_configs │ │ ├── dashboard.yaml │ │ ├── datasource.yaml │ │ └── grid-monitoring.json │ ├── postgres_prepare.sql │ └── readme.md ├── flights_tracking │ ├── Dockerfile │ ├── create_mv.sql │ ├── create_source.sql │ ├── docker-compose.yml │ ├── query.sql │ ├── read_api.py │ └── readme.md ├── health_care │ ├── Readme.md │ ├── alert_server.py │ ├── dashboard.html │ ├── generate_data.py │ ├── images │ │ ├── Alert Details.png │ │ ├── Alert Statistics.png │ │ ├── Alerts List.png │ │ ├── Interface Preview.png │ │ └── health_care technical architecture.svg │ ├── initial.sh │ └── sql │ │ ├── mysql.sql │ │ └── rw.sql ├── iot_demo │ ├── Dockerfile │ ├── create_mv.sql │ ├── create_source.sql │ ├── docker-compose.yml │ ├── query.sql │ ├── readme.md │ └── send_data_mqtt.py ├── live-inventory-management-and-dynamic-pricing │ ├── README.md │ ├── data-producers │ │ ├── Dockerfile │ │ ├── competitor_prices.py │ │ ├── pg_seed.py │ │ ├── purchases.py │ │ ├── restocks.py │ │ ├── run-producers.py │ │ └── web_clicks.py │ ├── docker-compose.yml │ └── risingwave.toml ├── postgres_cdc_demo │ ├── create_mv.sql │ ├── create_source.sql │ ├── create_table.sql │ ├── query.sql │ └── readme.md ├── seven_way_join │ ├── Dockerfile │ ├── __pycache__ │ │ └── datagen.cpython-310.pyc │ ├── data_send.py │ ├── datagen.py │ ├── docker-compose.yml │ └── readme.md ├── solana_analysis │ ├── Readme.md │ ├── client │ │ ├── eslint.config.js │ │ ├── index.html │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── postcss.config.js │ │ ├── public │ │ │ └── vite.svg │ │ ├── src │ │ │ ├── App.css │ │ │ ├── App.jsx │ │ │ ├── assets │ │ │ │ └── react.svg │ │ │ ├── index.css │ │ │ └── main.jsx │ │ ├── tailwind.config.js │ │ └── vite.config.js │ ├── image │ │ ├── 2m stats.png │ │ ├── 5s count.png │ │ ├── block stats.png │ │ ├── data flow.svg │ │ └── solana scripts.svg │ ├── initial.sh │ ├── server │ │ ├── index.js │ │ ├── package-lock.json │ │ └── package.json │ ├── solana │ │ ├── index.js │ │ ├── package-lock.json │ │ ├── package.json │ │ └── worker.js │ └── sql │ │ └── solana_analysis.sql ├── spoofing_detection_with_live_market_data │ ├── ingest_data.py │ ├── readme.md │ ├── spoofing_alerts.sql │ ├── subscribe_alerts.py │ └── tables.sql ├── streaming-game-analytics │ ├── README.md │ ├── data-producers │ │ ├── Dockerfile │ │ └── run-producers.py │ └── docker-compose.yml ├── traffic_prediction │ ├── create_tables.sh │ ├── front-end │ │ ├── index.html │ │ ├── package-lock.json │ │ ├── package.json │ │ └── socket.js │ ├── generate_data.py │ ├── images │ │ ├── alert.png │ │ ├── charts.png │ │ ├── dashboard.png │ │ └── dataflow.png │ ├── model │ │ ├── model.py │ │ └── traffic_prediction_model.keras │ ├── readme.md │ ├── requirements.txt │ ├── sql │ │ └── traffic_feature.sql │ └── traffic_prediction.py ├── website_logs_monitoring │ ├── create_mv.sql │ ├── create_source.sql │ ├── query.sql │ └── readme.md └── wikipedia_monitoring │ ├── Dockerfile │ ├── create_mv.sql │ ├── create_source.sql │ ├── docker-compose.yml │ ├── query.sql │ ├── read_api.py │ └── readme.md ├── 04-rag-demo ├── .gitignore ├── README.md ├── load_data.sh ├── query.py ├── query.sql ├── screenshot.png └── setup.sql ├── 04-solution-demos └── compare-metrics │ ├── flink │ ├── Dockerfile │ ├── docker-compose.yml │ ├── flink-conf.yml │ ├── flink_producer │ │ ├── Dockerfile │ │ ├── constant_data.py │ │ ├── run_producers.py │ │ └── varying_data.py │ ├── grafana_configs │ │ ├── dashboard.yaml │ │ ├── datasource.yaml │ │ └── flink-metrics-dashboard.json │ ├── prometheus.yaml │ └── readme.md │ ├── producer │ ├── constant_data.py │ ├── readme.md │ ├── run.ipynb │ ├── run_producers.py │ └── varying_data.py │ └── readme.md ├── 05-agent-demo ├── README.md ├── requirements.txt └── src │ └── main.py ├── 06-data-agent ├── README.md ├── requirements.txt └── src │ ├── productsalesgen.py │ └── swarm.py ├── 07-iceberg-demos ├── README.md ├── logistics_multiway_streaming_join_iceberg │ ├── Dockerfile │ ├── README.md │ ├── data_send.py │ ├── datagen.py │ ├── docker-compose.yml │ └── risingwave.toml ├── mongodb_to_rw_iceberg_spark │ ├── README.md │ ├── docker-compose.yml │ └── risingwave.toml ├── mysql_to_rw_iceberg_spark │ ├── README.md │ ├── docker-compose.yml │ └── risingwave.toml ├── postgres_to_rw_iceberg_spark │ ├── README.md │ ├── docker-compose.yml │ └── risingwave.toml ├── risingwave_lakekeeper_iceberg_clickhouse │ ├── README.md │ ├── docker-compose.yml │ └── risingwave.toml ├── 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