statikk is a single table application (STA) library for DynamoDb.
Project description
We built this library because we got fed up with all the boilerplate we needed to write to use DynamoDB in a Single Table Application architecture. We were originally using PynamoDB , but we found it to be too verbose for our liking.
This library is very much in alpha phase and is not yet recommended for production use. We are actively working on it and using it as a core library for our upcoming game, Conquests of Ethoas. Drastic API changes can still happen.
Requirements
Pydantic 2.3+
Python 3.8+
Probably works on older versions of Python, but we haven’t tested it.
Installation
pip install statikk
Basic Usage
from statikk.models import DatabaseModel, Table, GlobalSecondaryIndex, KeySchema, IndexPrimaryKeyField, IndexSecondaryKeyField
class MyAwesomeModel(DatabaseModel):
player_id: IndexPrimaryKeyField
tier: IndexSecondaryKeyField
name: str = "Foo"
values: set = {1, 2, 3, 4}
cost: int = 4
table = Table(
name="my-dynamodb-table",
key_schema=KeySchema(hash_key="id"),
indexes=[
GSI(
name="main-index",
hash_key=Key(name="gsi_pk"),
sort_key=Key(name="gsi_sk"),
)
],
models=[MyAwesomeModel],
)
def main():
my_model = MyAwesomeModel(id="foo", player_id="123", tier="gold")
my_model.save()
MyAwesomeModel.update("foo").set(name="Bar").delete("values", {1}).add("cost", 1).execute() # Update multiple fields at once
my_model = table.get("foo", MyAwesomeModel) # Get a model by its primary key using the table
my_model = MyAwesomeModel.get("foo") # Get a model by its primary key using the model's class
my_model.gsi_pk # returns "123"
my_model.gsi_sk # returns "MyAwesomeModel|gold"
my_model.delete() # Delete a model
Features
Easy model definition using Pydantic
Automatic index value construction based on marked fields.
Get, Update, Delete, Batch Get, Batch Write, Query, and Scan operations
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