JSON ODM

JSON ODM

JSON ODM (Object Document Mapper) is a tool that allows developers to map JSON objects to application domain objects. It handles marshalling and unmarshalling data between JSON and native application objects automatically.
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json object-mapping data-binding

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What is JSON ODM?

JSON ODM (Object Document Mapper) is a library or framework that provides an object-oriented abstraction for working with JSON data in applications. Similar to an ORM (Object Relational Mapper) that mediates between objects and relational databases, a JSON ODM mediates between JSON documents and application objects.

Some key features of a JSON ODM include:

  • Automatic serialization/deserialization between JSON and native application objects
  • Mapping JSON data to application domain objects with little or no configuration
  • Abstraction so developers can work with objects rather than raw JSON
  • Handling differences between JSON documents and object models, like naming conventions
  • Data validation based on application domain rules
  • Support for relationships and hierarchies between objects

A JSON ODM removes the need to manually parse JSON into objects, and frees developers to focus on business logic rather than data plumbing. Leading options include Morphia for Java/Android, JSONModel for Objective-C/Swift, and jsonapi-serializer for Ruby on Rails. JSON ODMs simplify integrating JSON APIs and JSON-based databases like MongoDB into applications.

JSON ODM Features

Features

  1. Automatic mapping between JSON and native application objects
  2. Supports various data types including nested objects and arrays
  3. Customizable mapping rules and annotations
  4. Supports multiple programming languages (Java, .NET, Python, etc.)
  5. Provides query and filtering capabilities
  6. Integrates with popular data stores like MongoDB, CouchDB, and Elasticsearch

Pricing

  • Open Source

Pros

Simplifies the process of working with JSON data in applications

Reduces boilerplate code and increases developer productivity

Provides a consistent and type-safe way to interact with JSON data

Supports a wide range of data stores and programming languages

Cons

Adds an additional layer of abstraction that may add complexity in some cases

May have performance overhead compared to manual JSON parsing and mapping

Requires learning and understanding the library's API and conventions


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