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Tutorial Getting Started part 2 - Polyglot Data Modeling

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PascalDesmarets1

With Hackolade Studio, users can define structures once in a technology-agnostic polyglot data model, complete with denormalization and complex data types, then represent these structures in a variety of physical data models respecting the specific aspects of each target technology.

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Hackolade Tutorial Tutorial – Vision & Getting Started Copyright © 2016-2023 Hackolade 1
Polyglot Data Modeling See article Copyright © 2016-2023 Hackolade 2
Logical or Polyglot? Technology agnostic? Copyright © 2016-2023 Hackolade 3
Data modeling for polyglot persistence One single application in the 21st century Copyright © 2016-2023 Hackolade 4
Every organization has polyglot data pipelines Build pipelines so they don’t break when the schema evolves Copyright © 2016-2023 Hackolade 5
Polyglot data models • Sits over the previous boundary between logical and physical data models. • Polyglot data mode is a “Logical model on steroids”: • allows denormalization, if desired, given access patterns; • allows complex data types; • Represents a common physical model that generates schemas for a variety of technologies, with automatic mapping to the specific data types of the respective target technologies. • built so you could create a library of canonical objects for your domains, and use them consistently across physical data models for different target technologies. Copyright © 2016-2023 Hackolade 6
Polyglot data model Copyright © 2016-2023 Hackolade 7
Additional benefit of Polyglot data models A modular, interdependent, consistent data model that allows your enterprise to leverage the same building blocks across all of their different models Copyright © 2016-2023 Hackolade 8
Graph view: “Business user”-friendly representation of concepts A higher level representation of the entities and relationships in a model, by levering a Graph Diagram representation of the model Copyright © 2016-2023 Hackolade 9
Reading material • See Hackolade online documentation • The Hackolade Blog • This excellent new book: MongoDB Data Modeling & Schema Design • Many of the principles in the book are related to query driven modeling based on access patterns • Hackolade’s on social media: LinkedIn page, Twitter page • Download Hackolade Studio for free Copyright © 2016-2023 Hackolade 10
Order on Amazon Copyright © 2016-2023 Hackolade 11 Pre-order
Upcoming Copyright © 2016-2023 Hackolade 12
Questions? Answers! Copyright © 2016-2023 Hackolade 13

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Tutorial Getting Started part 2 - Polyglot Data Modeling

  • 1. Hackolade Tutorial Tutorial – Vision & Getting Started Copyright © 2016-2023 Hackolade 1
  • 2. Polyglot Data Modeling See article Copyright © 2016-2023 Hackolade 2
  • 3. Logical or Polyglot? Technology agnostic? Copyright © 2016-2023 Hackolade 3
  • 4. Data modeling for polyglot persistence One single application in the 21st century Copyright © 2016-2023 Hackolade 4
  • 5. Every organization has polyglot data pipelines Build pipelines so they don’t break when the schema evolves Copyright © 2016-2023 Hackolade 5
  • 6. Polyglot data models • Sits over the previous boundary between logical and physical data models. • Polyglot data mode is a “Logical model on steroids”: • allows denormalization, if desired, given access patterns; • allows complex data types; • Represents a common physical model that generates schemas for a variety of technologies, with automatic mapping to the specific data types of the respective target technologies. • built so you could create a library of canonical objects for your domains, and use them consistently across physical data models for different target technologies. Copyright © 2016-2023 Hackolade 6
  • 7. Polyglot data model Copyright © 2016-2023 Hackolade 7
  • 8. Additional benefit of Polyglot data models A modular, interdependent, consistent data model that allows your enterprise to leverage the same building blocks across all of their different models Copyright © 2016-2023 Hackolade 8
  • 9. Graph view: “Business user”-friendly representation of concepts A higher level representation of the entities and relationships in a model, by levering a Graph Diagram representation of the model Copyright © 2016-2023 Hackolade 9
  • 10. Reading material • See Hackolade online documentation • The Hackolade Blog • This excellent new book: MongoDB Data Modeling & Schema Design • Many of the principles in the book are related to query driven modeling based on access patterns • Hackolade’s on social media: LinkedIn page, Twitter page • Download Hackolade Studio for free Copyright © 2016-2023 Hackolade 10
  • 11. Order on Amazon Copyright © 2016-2023 Hackolade 11 Pre-order