MongoDB read-write separation router for mongoengine ODM with transaction-aware and consistent hash routing
Project description
Mongoengine Read-Write Router
A MongoDB read-write separation solution for mongoengine ODM, inspired by the django-rw-router architecture.
This library routes write operations to the primary database and read operations to replica set members, with configurable consistency strategies.
Features
- Automatic read-write routing - Writes go to primary, reads go to replicas
- Multiple consistency strategies - random, transaction-aware, consistent hashing
- Read-after-write consistency - Ensures you see your own writes
- Request context tracking - Thread-safe context using
contextvars - Web framework integration - Middleware for FastAPI, Flask, and Django
- Force primary reads - Explicit control when you need fresh data
- Write operation tracking - Automatic context updates on writes
Installation
pip install mongoengine-rw-router
Quick Start
from mongoengine import connect, Document, StringField, IntField
from mongoengine_rw_router import (
RwDocumentMixin,
configure,
MongoRouterMiddleware,
)
# 1. Set up connections
connect(db="myapp", alias="default", host="mongodb://primary:27017")
connect(
db="myapp",
alias="replica1",
host="mongodb://replica1:27017",
read_preference=ReadPreference.SECONDARY_PREFERRED,
)
# 2. Configure router
configure(
primary_alias="default",
replica_aliases=["replica1"],
strategy="transaction_aware",
)
# 3. Define model with routing
class User(RwDocumentMixin, Document):
name = StringField()
email = StringField()
age = IntField()
meta = {"db_alias": "default"}
# 4. Use it!
user = User.objects.first() # Reads from replica
user.age = 25
user.save() # Writes to primary
License
MIT
Credits
Inspired by django-rw-router
Project details
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