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articles/cosmos-db/gremlin/modeling.md

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## Requirements
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The process outlined in this guide is based on the following assumptions:
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* The *entities* in the problem-space are identified. These entities are meant to be consumed *atomically* for each request. In other words, the database system isn't designed to retrieve a single entity's data in multiple query requests.
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* There's an understanding of *read and write requirements* for the database system. These requirements guide the optimizations needed for the graph data model.
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* The principles of the [Apache Tinkerpop property graph standard](https://tinkerpop.apache.org/docs/current/reference/#graph-computing) are well understood.
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* The *entities* in the problem-space are identified. These entities are meant to be consumed *atomically* for each request. In other words, the database system isn't designed to retrieve a single entity's data in multiple query requests.
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* There's an understanding of *read and write requirements* for the database system. These requirements guide the optimizations needed for the graph data model.
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* The principles of the [Apache Tinkerpop property graph standard](https://tinkerpop.apache.org/docs/current/reference/#graph-computing) are well understood.
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## When do I need a graph database?
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## Entity and relationship modeling guidelines
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The following guidelines help you approach data modeling for an Azure Cosmos DB for Apache Gremlin graph database. These guidelines assume that there's an existing definition of a data domain and queries for it.
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The following guidelines help you approach data modeling for an [Azure Cosmos DB for Apache Gremlin](introduction.md) graph database. These guidelines assume that there's an existing definition of a data domain and queries for it.
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> [!NOTE]
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> The following steps are presented as recommendations. You should evaluate and test the final model before considering it as production-ready. Additionally, the recommendations are specific to Azure Cosmos DB's Gremlin API implementation.

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