Adding IVectorDatabase implementation for mongo #323
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WalkthroughThe changes introduce MongoDB support for integration tests by setting up a MongoDB container, adding test cases for MongoDB, and enhancing the MongoDB client interfaces and classes. This includes new methods for managing collections and documents, ensuring MongoDB functionality is thoroughly tested and integrated. Changes
Sequence Diagram(s) (Beta)sequenceDiagram
participant Test as Integration Test
participant Env as StartEnvironmentForAsync
participant MongoDB as MongoDB Container
participant MongoVectorDB as MongoVectorDatabase
Test->>Env: Start MongoDB environment
Env->>MongoDB: Initialize and start container
MongoDB-->>Env: Container started
Env->>MongoVectorDB: Create MongoVectorDatabase instance
MongoVectorDB-->>Env: Instance created
Env-->>Test: Environment ready
Test->>MongoVectorDB: Perform tests (e.g., CreateCollection, AddDocuments)
MongoVectorDB->>MongoDB: Interact with MongoDB collections
MongoDB-->>MongoVectorDB: Return results
MongoVectorDB-->>Test: Test results
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Actionable comments posted: 1
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (7)
- src/Databases/IntegrationTests/DatabaseTests.Configure.cs (2 hunks)
- src/Databases/IntegrationTests/DatabaseTests.cs (7 hunks)
- src/Databases/Mongo/src/Client/IMongoContext.cs (1 hunks)
- src/Databases/Mongo/src/Client/IMongoDbClient.cs (2 hunks)
- src/Databases/Mongo/src/Client/MongoContext.cs (2 hunks)
- src/Databases/Mongo/src/Client/MongoDbClient.cs (2 hunks)
- src/Databases/Mongo/src/MongoVectorDatabase.cs (1 hunks)
Additional comments not posted (21)
src/Databases/Mongo/src/Client/IMongoContext.cs (2)
8-8: The addition ofGetCollectionsmethod is appropriate for asynchronous operations and follows C# conventions.
9-9: The addition ofGetDatabasemethod is correctly implemented and provides necessary database access.src/Databases/Mongo/src/Client/IMongoDbClient.cs (4)
11-12: The synchronous and asynchronous methods for checking collection existence are well-implemented and follow MongoDB best practices.
13-13: TheCreateCollectionmethod is correctly implemented for asynchronous operation, aligning with best practices for database interactions.
14-14: TheDropCollectionAsyncmethod is appropriately implemented for asynchronous operations, ensuring proper resource management.
15-16: The methods for retrieving documents and collections are implemented correctly, ensuring efficient data access and manipulation.Also applies to: 17-17
src/Databases/Mongo/src/Client/MongoContext.cs (2)
27-30: TheGetDatabasemethod provides a clean and straightforward way to access the database instance.
32-43: TheGetCollectionsmethod is implemented correctly, using asynchronous patterns effectively to fetch collection names.src/Databases/Mongo/src/Client/MongoDbClient.cs (4)
61-76: The methodsCollectionExistsAsyncandCollectionExistsare well-implemented, providing both synchronous and asynchronous options for checking the existence of collections.
78-81: TheGetCollectionsmethod is correctly implemented, effectively leveraging asynchronous programming to fetch collection names.
83-92: TheCreateCollectionmethod is implemented correctly, using asynchronous patterns and providing necessary options for collection creation.
94-97: TheDropCollectionAsyncmethod is appropriately implemented for asynchronous operations, ensuring proper management of database resources.src/Databases/Mongo/src/MongoVectorDatabase.cs (1)
12-85: TheMongoVectorDatabaseclass is well-implemented, providing comprehensive functionalities for managing vector collections in MongoDB. It correctly uses asynchronous patterns and integrates well with the MongoDB client.src/Databases/IntegrationTests/DatabaseTests.Configure.cs (1)
106-123: The MongoDB case in the switch statement is correctly implemented, following the established pattern for setting up database environments in tests. It effectively usesMongoDbBuilderto configure and start a MongoDB container.src/Databases/IntegrationTests/DatabaseTests.cs (7)
14-14: Integration of MongoDB test case inCreateAndDeleteCollection_Ok.This addition ensures MongoDB is included in the integration tests for collection creation and deletion, aligning with the PR objectives to expand database support.
60-60: Integration of MongoDB test case inAddDocuments_Ok.This ensures MongoDB is tested for document addition functionalities, consistent with the expansion of supported databases.
105-105: Integration of MongoDB test case inAddTexts_Ok.This addition tests MongoDB's handling of text additions, which is crucial for verifying the behavior of new database integrations.
154-154: Integration of MongoDB test case inDeleteDocuments_Ok.This ensures MongoDB is tested for document deletion functionalities, maintaining consistency in testing across different database types.
192-192: Integration of MongoDB test case inSimilaritySearch_Ok.This addition tests MongoDB's capability to perform similarity searches, an essential feature for vector databases.
224-224: Integration of MongoDB test case inSimilaritySearchByVector_Ok.This ensures MongoDB is tested for vector-based similarity searches, aligning with the functionalities expected from a vector database.
252-252: Integration of MongoDB test case inSimilaritySearchWithScores_Ok.This addition tests MongoDB's ability to perform similarity searches with scoring, which is crucial for evaluating the effectiveness of the search algorithms in different database contexts.
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| namespace LangChain.Databases.Mongo.Client; | ||
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| public class MongoContext : IMongoContext | ||
| { | ||
| private readonly IMongoDatabase _mongoDatabase; | ||
| public readonly IMongoDatabase _mongoDatabase; |
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Consider changing _mongoDatabase from public to protected or providing a getter method to encapsulate the database instance better, preventing unintended modifications.
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Actionable comments posted: 0
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (1)
- src/Databases/IntegrationTests/DatabaseTests.cs (7 hunks)
Files skipped from review as they are similar to previous changes (1)
- src/Databases/IntegrationTests/DatabaseTests.cs
There was a problem hiding this comment.
Actionable comments posted: 0
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (2)
- src/Databases/IntegrationTests/DatabaseTests.cs (4 hunks)
- src/Databases/Mongo/src/Client/MongoContext.cs (2 hunks)
Files skipped from review as they are similar to previous changes (2)
- src/Databases/IntegrationTests/DatabaseTests.cs
- src/Databases/Mongo/src/Client/MongoContext.cs
Summary by CodeRabbit
New Features
MongoVectorDatabaseclass for handling vector collections in MongoDB.Tests
Enhancements