Best 11 Libraries for Mongoose Model Validation and Error Handling

share link

by gayathrimohan dot icon Updated: Mar 18, 2024

technology logo
technology logo

Guide Kit Guide Kit  

Mongoose is the MongoDB object modeling tool for Node.js. It offers strong validation and error handling. These ensure data integrity and reliability. 

Here's a general overview: 

1. Validation: 

  • Schema-based Validation: Allows you to define the structure of your data using schemas. 
  • Built-in Validators: Mongoose provides a variety of built-in validators for common data types. Those are strings, numbers, dates, arrays, and more. 
  • Custom Validators: Mongoose has built-in validators. It also lets you define custom validation logic for complex needs. 
  • Asynchronous Validators: It lets you do validation tasks. These tasks involve async operations, like querying other documents or external APIs. 

2. Error Handling: 

  • ValidationError Handling: Validation fails. Mongoose makes a Validation error. It contains detailed info about the errors. 
  • Error Middleware: this lets you customize error handling. You can base it on the error's context. 
  • Error Codes and Messages: Mongoose has predefined codes for errors. It also has messages for common validation errors. 
  • Logging and Reporting: This lets you track and analyze validation errors. It helps you spot patterns and improve data quality over time. 

joi:

  • It provides a schema-based approach. It defines the structure and rules for data. 
  • You can intercept and handle Joi validation errors within Mongoose middleware. 
  • Joi allows developers to define custom error messages for validation rules. 

joiby hapijs

JavaScript doticonstar image 19979 doticonVersion:Currentdoticon
License: Others (Non-SPDX)

The most powerful data validation library for JS

Support
    Quality
      Security
        License
          Reuse

            joiby hapijs

            JavaScript doticon star image 19979 doticonVersion:Currentdoticon License: Others (Non-SPDX)

            The most powerful data validation library for JS
            Support
              Quality
                Security
                  License
                    Reuse

                      express-validator:

                      • It is middleware for Express.js. It focuses on validating and cleaning requests. 
                      • It helps prevent many security bugs. These include SQL injection, XSS, and other injection attacks. 
                      • It lets you put all validation error handling in one place. 

                      express-validatorby express-validator

                      TypeScript doticonstar image 5861 doticonVersion:v7.0.1doticon
                      License: Permissive (MIT)

                      An express.js middleware for validator.js.

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                express-validatorby express-validator

                                TypeScript doticon star image 5861 doticonVersion:v7.0.1doticon License: Permissive (MIT)

                                An express.js middleware for validator.js.
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          mongoose-paginate:

                                          • It is a plugin for Mongoose that adds pagination functionality to queries. 
                                          • It enhances the functionality and user experience of your application. 
                                          • It can report errors related to pagination parameters. These include invalid page numbers or page sizes. 

                                          mongoose-paginateby edwardhotchkiss

                                          JavaScript doticonstar image 979 doticonVersion:Currentdoticon
                                          License: Permissive (MIT)

                                          Mongoose.js (Node.js & MongoDB) Document Query Pagination

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    mongoose-paginateby edwardhotchkiss

                                                    JavaScript doticon star image 979 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                    Mongoose.js (Node.js & MongoDB) Document Query Pagination
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              mongoose-unique-validator:

                                                              • It simplifies the process of enforcing unique constraints on fields within Mongoose schemas. 
                                                              • It generates clear error messages. They say which field broke the uniqueness rule. 
                                                              • It saves developers time and effort by automating the validation of unique constraints. 

                                                              mongoose-unique-validatorby mongoose-unique-validator

                                                              JavaScript doticonstar image 530 doticonVersion:Currentdoticon
                                                              no licences License: No License (null)

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

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        mongoose-unique-validatorby mongoose-unique-validator

                                                                        JavaScript doticon star image 530 doticonVersion:Currentdoticonno licences License: No License

                                                                        mongoose-unique-validator is a plugin which adds pre-save validation for unique fields within a Mongoose schema.
                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse

                                                                                  mongoose-paginate-v2:

                                                                                  • It is a plugin for Mongoose. It adds pagination for large queries. 
                                                                                  • Pagination permits customers to navigate through massive datasets. 
                                                                                  • It helps manage large datasets, which can simplify error-handling logic. 
                                                                                  JavaScript doticonstar image 451 doticonVersion:v1.7.0doticon
                                                                                  License: Permissive (MIT)

                                                                                  A custom pagination library for Mongoose with customizable labels.

                                                                                  Support
                                                                                    Quality
                                                                                      Security
                                                                                        License
                                                                                          Reuse

                                                                                            mongoose-paginate-v2by aravindnc

                                                                                            JavaScript doticon star image 451 doticonVersion:v1.7.0doticon License: Permissive (MIT)

                                                                                            A custom pagination library for Mongoose with customizable labels.
                                                                                            Support
                                                                                              Quality
                                                                                                Security
                                                                                                  License
                                                                                                    Reuse

                                                                                                      mongoose-validator:

                                                                                                      • It is a library that provides more validation functionalities for Mongoose schemas. 
                                                                                                      • It helps ensure data integrity. It does this by enforcing stricter validation rules on input data. 
                                                                                                      • It simplifies the process of defining and managing validation logic. 

                                                                                                      mongoose-validatorby leepowelldev

                                                                                                      JavaScript doticonstar image 382 doticonVersion:v2.0.0doticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Validators for mongoose models utilising validator.js

                                                                                                      Support
                                                                                                        Quality
                                                                                                          Security
                                                                                                            License
                                                                                                              Reuse

                                                                                                                mongoose-validatorby leepowelldev

                                                                                                                JavaScript doticon star image 382 doticonVersion:v2.0.0doticon License: Permissive (MIT)

                                                                                                                Validators for mongoose models utilising validator.js
                                                                                                                Support
                                                                                                                  Quality
                                                                                                                    Security
                                                                                                                      License
                                                                                                                        Reuse

                                                                                                                          mongoose-timestamp:

                                                                                                                          • It adds createdAt and updatedAt timestamps to documents in a MongoDB collection. 
                                                                                                                          • It enhances the function and reliability of your Mongoose models. 
                                                                                                                          • It focuses on automating timestamp management rather than model validation and error handling. 
                                                                                                                          JavaScript doticonstar image 310 doticonVersion:v0.4.0doticon
                                                                                                                          License: Others (Non-SPDX)

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

                                                                                                                          Support
                                                                                                                            Quality
                                                                                                                              Security
                                                                                                                                License
                                                                                                                                  Reuse

                                                                                                                                    mongoose-timestampby drudge

                                                                                                                                    JavaScript doticon star image 310 doticonVersion:v0.4.0doticon License: Others (Non-SPDX)

                                                                                                                                    Adds createdAt and updatedAt date attributes that get auto-assigned to the most recent create/update timestamp
                                                                                                                                    Support
                                                                                                                                      Quality
                                                                                                                                        Security
                                                                                                                                          License
                                                                                                                                            Reuse

                                                                                                                                              mongoose-autopopulate:

                                                                                                                                              • It populates referenced documents when querying the database. 
                                                                                                                                              • It makes query code more expressive and readable. 
                                                                                                                                              • It enhances the functionality and usability of your Mongoose models. 
                                                                                                                                              JavaScript doticonstar image 210 doticonVersion:Currentdoticon
                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                              Always populate() certain fields in your mongoose schemas

                                                                                                                                              Support
                                                                                                                                                Quality
                                                                                                                                                  Security
                                                                                                                                                    License
                                                                                                                                                      Reuse

                                                                                                                                                        mongoose-autopopulateby mongodb-js

                                                                                                                                                        JavaScript doticon star image 210 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                        Always populate() certain fields in your mongoose schemas
                                                                                                                                                        Support
                                                                                                                                                          Quality
                                                                                                                                                            Security
                                                                                                                                                              License
                                                                                                                                                                Reuse

                                                                                                                                                                  mongoose-history:

                                                                                                                                                                  • It is a plugin for Mongoose, the MongoDB object modeling tool for Node.js. 
                                                                                                                                                                  • Users use it to keep track of changes made to documents in a MongoDB collection. 
                                                                                                                                                                  • It facilitates change management by recording modifications to documents over time. 
                                                                                                                                                                  JavaScript doticonstar image 156 doticonVersion:v0.4.1doticon
                                                                                                                                                                  License: Permissive (BSD-2-Clause)

                                                                                                                                                                  Keeps a history of all changes of a document.

                                                                                                                                                                  Support
                                                                                                                                                                    Quality
                                                                                                                                                                      Security
                                                                                                                                                                        License
                                                                                                                                                                          Reuse

                                                                                                                                                                            mongoose-historyby nassor

                                                                                                                                                                            JavaScript doticon star image 156 doticonVersion:v0.4.1doticon License: Permissive (BSD-2-Clause)

                                                                                                                                                                            Keeps a history of all changes of a document.
                                                                                                                                                                            Support
                                                                                                                                                                              Quality
                                                                                                                                                                                Security
                                                                                                                                                                                  License
                                                                                                                                                                                    Reuse

                                                                                                                                                                                      mongoose-relationship:

                                                                                                                                                                                      • It is another plugin for Mongoose that simplifies handling relationships between MongoDB documents. 
                                                                                                                                                                                      • It can help automate error handling related to relationships between documents. 
                                                                                                                                                                                      • It can provide extra context for error reporting. 
                                                                                                                                                                                      JavaScript doticonstar image 122 doticonVersion:0.1.0doticon
                                                                                                                                                                                      no licences License: No License (null)

                                                                                                                                                                                      Mongoose plugin to create maintain one-many and many-many bidirectional relationships between two entities

                                                                                                                                                                                      Support
                                                                                                                                                                                        Quality
                                                                                                                                                                                          Security
                                                                                                                                                                                            License
                                                                                                                                                                                              Reuse

                                                                                                                                                                                                mongoose-relationshipby sabymike

                                                                                                                                                                                                JavaScript doticon star image 122 doticonVersion:0.1.0doticonno licences License: No License

                                                                                                                                                                                                Mongoose plugin to create maintain one-many and many-many bidirectional relationships between two entities
                                                                                                                                                                                                Support
                                                                                                                                                                                                  Quality
                                                                                                                                                                                                    Security
                                                                                                                                                                                                      License
                                                                                                                                                                                                        Reuse

                                                                                                                                                                                                          mongoose-aggregate-paginate-v2:

                                                                                                                                                                                                          • It allows paginated retrieval of combined data. 
                                                                                                                                                                                                          • This lets you handle large result sets without overwhelming your system. 
                                                                                                                                                                                                          • It helps optimize resource use by fetching only the data needed for the current page. 
                                                                                                                                                                                                          JavaScript doticonstar image 105 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                          A cursor based custom aggregate pagination library for Mongoose with customizable labels.

                                                                                                                                                                                                          Support
                                                                                                                                                                                                            Quality
                                                                                                                                                                                                              Security
                                                                                                                                                                                                                License
                                                                                                                                                                                                                  Reuse

                                                                                                                                                                                                                    mongoose-aggregate-paginate-v2by aravindnc

                                                                                                                                                                                                                    JavaScript doticon star image 105 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                    A cursor based custom aggregate pagination library for Mongoose with customizable labels.
                                                                                                                                                                                                                    Support
                                                                                                                                                                                                                      Quality
                                                                                                                                                                                                                        Security
                                                                                                                                                                                                                          License
                                                                                                                                                                                                                            Reuse

                                                                                                                                                                                                                              FAQ 

                                                                                                                                                                                                                              1. How do I perform validation on Mongoose models? 

                                                                                                                                                                                                                              Mongoose provides built-in validation through schema definitions. You can set validation regulations for every field. You do these using properties like required, min, max, enum, match, and so on, in your schema. Mongoose will confirm data against these rules when saving or updating documents. 


                                                                                                                                                                                                                              2. How can I handle validation errors in Mongoose? 

                                                                                                                                                                                                                              You can catch Mongoose validation errors using error handling middleware. Or, you can check the ValidationError object. Saving or updating documents returns it. You can access detailed error messages and error codes from the ValidationError object. You can use them to handle validation failures. 


                                                                                                                                                                                                                              3. Can I customize error messages for validation failures in Mongoose? 

                                                                                                                                                                                                                              Yes, you can customize error messages for validation failures. Do this by specifying a custom error message using the message property. You do this when defining validation rules in your schema. This lets you provide more helpful error messages. You can tailor them to your app's needs. 


                                                                                                                                                                                                                              4. How do I handle unique constraint violations in Mongoose? 

                                                                                                                                                                                                                              Mongoose handles unique constraint violations. It looks at the unique property in your schema. When Mongoose encounters a violation of a unique constraint, it throws a MongoError. The error has code 11000. You can catch this error and handle it in your application code. 


                                                                                                                                                                                                                              5. What is the difference between Mongoose pre and post-middleware for error handling? 

                                                                                                                                                                                                                              Pre-middleware runs before specific Mongoose operations (e.g., saving, updating). Post middleware runs after these operations. You can use pre-middleware to check data before saving or updating documents. You can use post-middleware to handle errors or do more tasks after these operations. 

                                                                                                                                                                                                                              See similar Kits and Libraries