Lightweight Neo4j ORM with type validation and relationship management
Project description
NeoMate
A lightweight and intuitive ORM for Neo4j in Python, providing type validation, relationship management, and elegant query building.
Features
- Type validation system using dataclasses
- Transaction management with automatic rollback on errors
- Relationship creation and management
- Flexible node querying with AND/OR conditions
- Colored logging for better debugging
- Bulk node creation support
- Bidirectional relationship support
- Custom type validation
Installation
pip install neomate
Quick Start
from neomate import NeoMate, Types
from neo4j import GraphDatabase
# Define your model
class Person:
__nodename__ = "Person" # Optional: customize node type name
name = Types(str, is_must_have=True)
age = Types(int, default=0)
hobbies = Types(list, is_must_have=False)
# Connect to Neo4j
uri = "neo4j://localhost:7687"
driver = GraphDatabase.driver(uri, auth=("neo4j", "password"))
session = driver.session()
# Initialize NeoMate
neo = NeoMate(session)
# Create a person
person = Person()
person.name = "Alex"
person.hobbies = ["programming", "music"]
# Save to database
neo.create_node(person)
# Query nodes
results = neo.get_node("Person", name="Alex")
Type Validation
The Types class supports:
- Basic Python types (str, int, list, etc.)
- Custom classes
- Optional fields with
is_must_have=False - Default values
- Bidirectional relationships
class User:
name = Types(str, is_must_have=True)
friend = Types("User", relate_name="FRIEND", bidiractional=True)
Transaction Management
All database operations are automatically wrapped in transactions:
# Automatic transaction management
neo.add_node("Person", name="John")
# Multiple nodes in single transaction
nodes = [
{"name": "Alice", "age": 25},
{"name": "Bob", "age": 30}
]
neo.add_nodes("Person", nodes)
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Credits
Created by Alex
Project details
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