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ingestion-framework

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Production-grade REST API ingestion framework for Databricks. Transform any endpoint into Delta Lake tables with metadata-driven state machines, auto-incrementals, flexible pagination, idempotent retries, and immutable audit logging. Works with any API: SaaS platforms, internal services, data vendors, microservices, webhooks, or custom endpoints.

  • Updated Feb 11, 2026

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