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TASK: Create Inventory of Data Sources and Define Standard Data Contracts #98

Description

@mvadodariya

Describe the task
Before implementing the ingestion framework, it's essential to identify and document all existing data sources (mobile apps, portals, legacy systems, APIs). This sub-task focuses on analyzing the structure, frequency (real-time or batch), and data formats used by each source. It also includes defining standardized data contracts or schemas to streamline ingestion and ensure consistency across inputs.

Key Outcomes:

  • Create a complete list of all current and upcoming data producers.
  • Classify them as real-time or batch sources.
  • Document data types, formats, and payload examples.
  • Define common interface/contract specifications (e.g., JSON schema, Avro).
  • Identify sources needing transformation before ingestion.

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