11 Must-Have Mongoose Libraries for Schema Manipulation and Management.

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by l.rohitharohitha2001@gmail.com dot icon Updated: Mar 18, 2024

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Mongoose is an Object Data Modeling (ODM) library for MongoDB and Node.js. The context of MongoDB, an ODM like Mongoose provides a layer of abstraction.


There are over the MongoDB Node.js driver. It allows developers to work with MongoDB in an object-oriented way. 


Mongoose simplifies the interaction between your Node.js application. MongoDB database by providing a high-level API. There are useful features for data modeling validation and querying. It's used in the Node.js ecosystem for building scalable and maintainable applications. That leverages MongoDB as the data store. 


Key Points Mongoose offers: 

  1. Schema-based modeling 
  2. Data validation 
  3. Built-in type casting 
  4. Query building and execution. 
  5. Middleware support 
  6. Population 
  7. Integration with Express.js and Node.js 


Querying MongoDB with Mongoose involves several steps. Mongoose provides a simple and expressive way to interact with MongoDB databases using models. Mongoose provides many more features and methods for interacting with MongoDB databases. It can explore the documentation for more advanced functionalities. 


These libraries extend the functionality of Mongoose and streamline the development. The process for Node.js applications interacting with MongoDB. It Depends on your specific requirements; it can leverage these libraries. To enhance schema manipulation validation, and management tasks. 

mongoose-unique-validator: 

  • mongoose-unique-validator is a popular Mongoose plugin that adds pre-save validation for unique fields. 
  • It simplifies the process of enforcing uniqueness constraints on fields in MongoDB documents. 
  • mongoose-unique-validator simplifies the process of enforcing uniqueness constraints within Mongoose schemas. 


mongoose-unique-validatorby mongoose-unique-validator

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mongoose-unique-validator is a plugin which adds pre-save validation for unique fields within a Mongoose schema.

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            mongoose-unique-validatorby mongoose-unique-validator

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            mongoose-unique-validator is a plugin which adds pre-save validation for unique fields within a Mongoose schema.
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                      mongoose-auto-increment: 

                      • mongoose-auto-increment is a Mongoose plugin way to create auto-incrementing fields for MongoDB documents. 
                      • It allows to generate and increment fields when a new document is inserted into a collection. 
                      • mongoose-auto-increment simplifies the process of generating auto-incrementing fields for MongoDB documents. 


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                                mongoose-auto-incrementby chevtek

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                                          mongoose-geojson-schema: 

                                          • mongoose-geojson-schema is a Mongoose plugin designed to facilitate the integration of GeoJSON schemas. 
                                          • It helps in defining geographic features within MongoDB documents in Node.js applications. 
                                          • The schema defines a GeoJSON Point type with longitude and latitude coordinates. 


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                                          Schema definitions for GeoJSON types for use with Mongoose JS

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                                                    mongoose-geojson-schemaby echoes-xyz

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                                                    Schema definitions for GeoJSON types for use with Mongoose JS
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                                                              mongoose-transactions: 

                                                              • mongoose-transactions is a library that provides support for multi-document transactions in Mongoose. 
                                                              • It allows you to perform many operations on MongoDB documents within a single transaction. 
                                                              • mongoose-transactions helps data by ensuring that all operations succeed or fail together. 


                                                              mongoose-transactionsby daton89-topperblues

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                                                              Atomicity and Transactions for mongoose.

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                                                                        mongoose-transactionsby daton89-topperblues

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                                                                        Atomicity and Transactions for mongoose.
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                                                                                  mongoose-timestamp: 

                                                                                  • mongoose-timestamp is a Mongoose plugin that automatically manages timestamp fields within Mongoose schemas. 
                                                                                  • It simplifies the process of tracking creation times for documents stored in MongoDB. 
                                                                                  • This simplifies the process of managing timestamp fields in your MongoDB documents. 


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                                                                                  Adds createdAt and updatedAt date attributes that get auto-assigned to the most recent create/update timestamp

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                                                                                            mongoose-timestampby drudge

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                                                                                            Adds createdAt and updatedAt date attributes that get auto-assigned to the most recent create/update timestamp
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                                                                                                      mongoose-validator: 

                                                                                                      • mongoose-validator is a Mongoose plugin for the validation of Mongoose by more validators. 
                                                                                                      • mongoose-validator can enforce validation rules at the schema level. 
                                                                                                      • This helps maintain data integrity and consistency and prevents the insertion of invalid. 


                                                                                                      mongoose-validatorby leepowelldev

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                                                                                                      Validators for mongoose models utilising validator.js

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                                                                                                                mongoose-validatorby leepowelldev

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                                                                                                                Validators for mongoose models utilising validator.js
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                                                                                                                          mongoose-deep-populate: 

                                                                                                                          • mongoose-deep-populate is a plugin that allows to populating of nested documents in Mongoose queries. 
                                                                                                                          • mongoose-deep-populate simplifies the process of populating nested documents in Mongoose queries. 
                                                                                                                          • mongoose-deep-populate is a JavaScript library typically used in Utilities, DB Client, and MongoDB applications.
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                                                                                                                          Mongoose plugin to enable deep population of nested models ⛺

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                                                                                                                                    mongoose-deep-populateby buunguyen

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                                                                                                                                    Mongoose plugin to enable deep population of nested models ⛺
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                                                                                                                                              mongoose-paginate-v2: 

                                                                                                                                              • mongoose-paginate-v2 is a Mongoose plugin that provides convenient methods for paginating Mongoose queries. 
                                                                                                                                              • mongoose-paginate-v2 simplifies the process of implementing pagination in your Node.js applications. 
                                                                                                                                              • It simplifies the process of implementing Node.js apps that are used with MongoDB. 


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                                                                                                                                              A custom pagination library for Mongoose with customizable labels.

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                                                                                                                                                        mongoose-paginate-v2by aravindnc

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                                                                                                                                                        A custom pagination library for Mongoose with customizable labels.
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                                                                                                                                                                  mongoose-delete: 

                                                                                                                                                                  • mongoose-delete is a plugin that provides soft deletion for MongoDB documents managed by Mongoose. 
                                                                                                                                                                  • Soft deletion involves marking documents as "deleted" instead of removing them from the database. 
                                                                                                                                                                  • mongoose-delete is a JavaScript library used in Utilities, DB Client, Laravel, and MongoDB applications. 


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                                                                                                                                                                  Mongoose Soft Delete Plugin

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                                                                                                                                                                            mongoose-deleteby dsanel

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                                                                                                                                                                            Mongoose Soft Delete Plugin
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                                                                                                                                                                                      mongoose-diff-history: 

                                                                                                                                                                                      • mongoose-diff-history is a plugin that helps a history of changes made to Mongoose. 
                                                                                                                                                                                      • It allows to track changes to documents over time and the modifications made to fields. 
                                                                                                                                                                                      • mongoose-diff-history helps to maintain a history of changes made to documents in MongoDB. 


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                                                                                                                                                                                      Manage Mongo Collection diff History and versions

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                                                                                                                                                                                                mongoose-diff-historyby mimani

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                                                                                                                                                                                                Manage Mongo Collection diff History and versions
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                                                                                                                                                                                                          mongoose-schema-jsonschema: 

                                                                                                                                                                                                          • mongoose-schema-jsonschema is a library used to generate JSON schemas from Mongoose schemas. 
                                                                                                                                                                                                          • This is useful for documenting and validating data structures outside of the Mongoose. 
                                                                                                                                                                                                          • mongoose-schema-jsonschema is used to generate a JSON schema from a Mongoose schema. 


                                                                                                                                                                                                          JavaScript doticonstar image 88 doticonVersion:Currentdoticon
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                                                                                                                                                                                                          Mongoose extension that allows to build json schema for mongoose models, schemes and queries

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                                                                                                                                                                                                                    mongoose-schema-jsonschemaby DScheglov

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                                                                                                                                                                                                                    Mongoose extension that allows to build json schema for mongoose models, schemes and queries
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                                                                                                                                                                                                                              FAQ

                                                                                                                                                                                                                              1. What is schema manipulation in Mongoose? 

                                                                                                                                                                                                                              Schema manipulation in Mongoose refers to defining and managing the structure. The validation rules, and behaviors of MongoDB documents using Mongoose schemas. It involves defining fields and specifying data types. There are setting validation rules, adding middleware, and applying plugins to enhance functionality. 


                                                                                                                                                                                                                              2. How do I add a new field to an existing Mongoose schema? 

                                                                                                                                                                                                                              To add a new field to an existing Mongoose schema. It can update the schema definition by adding a new field with its data type and any desired options. After updating the schema, existing documents will keep their current structure. The new documents will include the new field. 


                                                                                                                                                                                                                              3. Can I modify the data type of a field in a Mongoose schema? 

                                                                                                                                                                                                                              Yes, it can modify the data type of a field in a Mongoose schema. It's important to consider potential data migration implications. It's because existing documents may not be compatible with the new data type. It's recommended to carefully plan and execute any changes to data types. 


                                                                                                                                                                                                                              4. What are virtuals in Mongoose schemas? 

                                                                                                                                                                                                                              Virtuals in Mongoose schemas are fields that are not persisted in the MongoDB. Those are computed based on other fields in the document. They allow to define properties or computed values that are derived from existing data. 


                                                                                                                                                                                                                              5. What are the best practices for schema management in Mongoose? 

                                                                                                                                                                                                                              Some best practices for schema management in Mongoose include: 

                                                                                                                                                                                                                              • Designing flexible schemas to accommodate future changes. 
                                                                                                                                                                                                                              • Using meaningful field names and defining clear validation rules. 
                                                                                                                                                                                                                              • Versioning schemas and providing backward compatibility for existing data. 
                                                                                                                                                                                                                              • Documenting schema changes and migrations for reference. 
                                                                                                                                                                                                                              • Testing schema changes in a staging environment before deploying to production. 

                                                                                                                                                                                                                               

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