superduper_mongodb
Superduper MongoDB is a Python library that provides a high-level API for working with MongoDB. It is built on top of pymongo and provides a more user-friendly interface for working with MongoDB.
In general the MongoDB query API works exactly as per pymongo, with the exception that:
- inputs are wrapped in Document
- additional support for vector-search is provided
- queries are executed lazily
Installation​
pip install superduper_mongodb
API​
| Class | Description |
|---|---|
superduper_mongodb.data_backend.MongoDataBackend | Data backend for MongoDB. |
superduper_mongodb.metadata.MongoMetaDataStore | Metadata store for MongoDB. |
superduper_mongodb.query.MongoQuery | A query class for MongoDB. |
superduper_mongodb.query.BulkOp | A bulk operation for MongoDB. |
superduper_mongodb.artifacts.MongoArtifactStore | Artifact store for MongoDB. |
Connection examples​
Connect to mongomock​
from superduper import superduper
db = superduper('mongomock://test')
Connect to MongoDB​
from superduper import superduper
db = superduper('mongodb://localhost:27017/documents')
Connect to MongoDB Atlas​
from superduper import superduper
db = superduper('mongodb+srv://<username>:<password>@<cluster-url>/<database>')