A lightweight key-value database written in Python, intended for use with Kybra on the Internet Computer (IC)
Project description
Kybra Simple DB
A lightweight key-value database with entity relationships and audit logging capabilities, intended for small to medium-sized applications running on the Internet Computer using Kybra.
Features
- Persistent Storage: Works with Kybra's StableBTreeMap stable structure for persistent storage on your canister's stable memory so your data persists automatically across canister upgrades.
- Entity-Relational Database: Create, read and write entities with OneToOne, OneToMany, ManyToOne, and ManyToMany relationships.
- Audit Logging: Track all changes to your data with created/updated timestamps and who created and updated each entity.
- Ownership: Assign owners to your data objects to control who can modify them.
Installation
pip install kybra-simple-db
Quick Start
The database storage must be initialized before using Kybra Simple DB. Here's an example of how to do it:
from kybra import StableBTreeMap
from kybra_simple_db import Database
# Initialize storage and database
storage = StableBTreeMap[str, str](memory_id=1, max_key_size=100, max_value_size=1000) # Use a unique memory ID for each storage instance
Database.init(db_storage=storage)
Read Kybra's documentation for more information regarding StableBTreeMap and memory IDs.
Next, define your entities:
from kybra_simple_db import (
Database, Entity, String, Integer,
OneToOne, OneToMany, ManyToOne, ManyToMany, TimestampedMixin
)
class Person(Entity, TimestampedMixin):
__alias__ = "name" # Use `name` as the alias field for lookup by `name`
name = String(min_length=2, max_length=50)
age = Integer(min_value=0, max_value=120)
friends = ManyToMany("Person", "friends")
mother = ManyToOne("Person", "children")
children = OneToMany("Person", "mother")
spouse = OneToOne("Person", "spouse")
Then use the defined entities to store objects:
# Create and save an object
john = Person(name="John", age=30)
# Update an object's property
john.age = 33 # Type checking and validation happens automatically
# use the `_id` property to load an entity with the [] operator
Person(name="Peter")
peter = Person["Peter"]
# Delete an object
peter.delete()
# Create relationships
alice = Person(name="Alice")
eva = Person(name="Eva")
john.mother = alice
assert john in alice.children
eva.friends = [alice]
assert alice in eva.friends
assert eva in alice.friends
pprint(alice.to_dict()) # Prints the dictionary representation of an object
''' Prints:
{'_id': '2',
'_type': 'Person',
'age': None,
'creator': 'system',
'name': 'Alice',
'owner': 'system',
'relations': {'children': [{'_id': '1', '_type': 'Person'}],
'friends': [{'_id': '3', '_type': 'Person'}]},
'timestamp_created': '2025-04-08 20:45:08.957',
'timestamp_updated': '2025-04-08 20:45:08.957',
'updater': 'system'}
'''
assert Person.count() == 3
assert Person.max_id() == 4
assert Person.instances() == [john, alice, eva]
# Cursor-based pagination
assert Person.load_some(0, 2) == [john, alice]
assert Person.load_some(2, 2) == [eva]
# Retrieve database contents in JSON format
print(Database.get_instance().dump_json(pretty=True))
# Audit log
audit_records = Database.get_instance().get_audit(id_from=0, id_to=5)
pprint(audit_records['0'])
''' Prints:
['save',
1744138342934,
'Person@1',
{'_id': '1',
'_type': 'Person',
'age': 30,
'creator': 'system',
'name': 'John',
'owner': 'system',
'timestamp_created': '2025-04-08 20:52:22.934',
'timestamp_updated': '2025-04-08 20:52:22.934',
'updater': 'system'}]
'''
For more usage examples, see the tests.
API Reference
- Core:
Database,Entity - Properties:
String,Integer,Float,Boolean - Relationships:
OneToOne,OneToMany,ManyToOne,ManyToMany - Mixins:
TimestampedMixin(timestamps and ownership tracking)
Development
Setup Development Environment
# Clone the repository
git clone https://github.com/smart-social-contracts/kybra-simple-db.git
cd kybra-simple-db
# Recommended setup
pyenv install 3.10.7
pyenv local 3.10.7
python -m venv venv
source venv/bin/activate
# Install development dependencies
pip install -r requirements-dev.txt
# Running tests
./run_linters.sh && (cd tests && ./run_test.sh && ./run_test_ic.sh)
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
MIT.
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