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Define Data Schema #1

Description

@selvarajuv

Define schema to store app data

Types of data:

  • Hotel data: This will have a predefined shape and is relatively easy to model.
  • External sources (weather, flights, ect...): We don't need exact tables for these yet but how can we generalize a pattern for external sources? Will they all live in separate tables? Do we have to change the schema on a case by case basis? How can we avoid redundancy and having to create table on each new factor?
  • Model output (ex. mapping hotel room to price): This is yet to be decided so no need for a schema but just keep in mind we will need this in the future.

Acceptance criteria:

  • Pydantic + SQLAlchemy models for hotel data
  • Documentation for how to approach external factor data
  • Explain what data is there and how it can be useful
  • Be ready to present findings next meeting (09/23)

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