IngestPhase
IngestPhase is a stage in data processing pipelines responsible for bringing data from source systems into a processing environment. It focuses on the collection and initial preparation of data, preserving the original payload while making it available for downstream stages such as transformation, enrichment, and loading.
Typical activities include establishing connections to source systems, extracting data, transporting it to a staging area
Outputs of IngestPhase include ingested data in a target repository, along with ingestion metadata such as
Architectures and tools for IngestPhase span both batch and streaming paradigms. It commonly relies on streaming
Key challenges in IngestPhase involve balancing latency and throughput, managing schema evolution, ensuring idempotent processing, handling