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[EPIC] Introduce the Graph Schema and sync all the APIs with it #565

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@SemyonSinchenko

I see, that Graph Schema should contain information about:

  • directed / not directed
  • id type
  • nodes attributes / properties
  • edges attributes / properties
  • weighted / non-weighted

I can suggest to align it as much as possible with GraphAr schema (https://graphar.apache.org/docs/specification/format) to simplify interoperability and integration with other tools. At the moment GraphAr is the only known for me format for graohs in the open lakehouse.

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