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Spring Cloud Data Flow (SCDF) Data Orchestration Show Case\n## Overview\n\n[Spring Cloud Data Flow (SCDF)](https://spring.io/projects/spring-cloud-dataflow) is a **data integration and orchestration service** for composing, deploying, and managing **data pipelines**.\n\nIt provides:\n-\n- **Streaming pipelines** for event-driven use cases (real-time ETL, messaging, analytics).\n- **Task pipelines** for batch or scheduled workloads (machine learning jobs, database migrations, reporting).\n- **Application orchestration** across multiple runtimes: Cloud Foundry, Kubernetes, or Local.\n- **Scalability** with partitioning, scaling, and monitoring support.\n\nA pipeline in SCDF is built from **Spring Cloud Stream** and **Spring Cloud Task** applications, typically composed of:\n- **Source** – Ingests data (e.g., from Kafka, RabbitMQ, HTTP, File, JDBC).\n- **Processor** – Transforms or enriches data.\n- **Sink** – Writes data to a target system (e.g., database, messaging system, file, analytics store).\n\n---\n\n\n# Applications\n\n| Application                                                                  | Notes                                  |\n|------------------------------------------------------------------------------|----------------------------------------|\n| [account-batch](applications/batching/db_to_caching/account-batch)           | Spring Batch/Task Example              |\n| [postgres-query-processor](applications/processors/postgres-query-processor) | Postgres Based SQL Streaming Processor |\n| [postgres-sink](applications/sinks/postgres-sink)                            | Postgres Based SQL Streaming Sink      |\n\n\n# Labs\n\nSee [Hands On Labs](docs)\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fggreen%2Fdata-orchestration-with-scdf-showcase","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fggreen%2Fdata-orchestration-with-scdf-showcase","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fggreen%2Fdata-orchestration-with-scdf-showcase/lists"}