databuild/examples/README.md

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Examples

  • multihop - Simple as possible demonstration of a graph with two partitions alpha and beta, where beta depends on alpha.

Ideas

E-Commerce Search Ranker

  • Search to detail page behavior to conversion to return pipeline
  • Add in "profile resolution" step to capture dep type? (e.g. person signs in at checkout)
  • "input" partitioning: date, country (different infra/laws/products/culture), customer? (what if its for shopify)
  • search ranking modeling flow: TDC, train, inference (simple linear model)
  • cross-customer product fraud alliance to qualify products (excuse to have fan-in-and-out pattern - "opt in")
  • sessionizing/preprocessing impressions
  • returns happen later, and handling them in an atomic, final way
  • performance metrics aggregates
  • what does multiple paths back to the same partition?