An Async Pythonic Interface to DynamoDB
Project description
Work in progress. Careful in production.
This library is as fork of PynamoDB to add async support.
Basic functionality is working, help to improve it is welcome.
- ** Known Issues **
Python type hints needs migration. MyPy testing implementation is pending and contributions in this area are welcome.
Installation
From GitHub:
$ pip install git+https://github.com/brunobelloni/AioPynamoDB#egg=aiopynamodb
From PyPI:
$ pip install as-aiopynamodb -U
Basic Usage
Create a model that describes your DynamoDB table.
from aiopynamodb.models import Model
from aiopynamodb.attributes import UnicodeAttribute
class UserModel(Model):
"""
A DynamoDB User
"""
class Meta:
table_name = "dynamodb-user"
email = UnicodeAttribute(null=True)
first_name = UnicodeAttribute(range_key=True)
last_name = UnicodeAttribute(hash_key=True)
PynamoDB allows you to create the table if needed (it must exist before you can use it!):
await UserModel.create_table(read_capacity_units=1, write_capacity_units=1)
Create a new user:
user = UserModel("John", "Denver")
user.email = "djohn@company.org"
await user.save()
Now, search your table for all users with a last name of ‘Denver’ and whose first name begins with ‘J’:
async for user in UserModel.query("Denver", UserModel.first_name.startswith("J")):
print(user.first_name)
Examples of ways to query your table with filter conditions:
async for user in UserModel.query("Denver", UserModel.email=="djohn@company.org"):
print(user.first_name)
Retrieve an existing user:
try:
user = await UserModel.get("John", "Denver")
print(user)
except UserModel.DoesNotExist:
print("User does not exist")
Advanced Usage
Want to use indexes? No problem:
from aiopynamodb.models import Model
from aiopynamodb.indexes import GlobalSecondaryIndex, AllProjection
from aiopynamodb.attributes import NumberAttribute, UnicodeAttribute
class ViewIndex(GlobalSecondaryIndex):
class Meta:
read_capacity_units = 2
write_capacity_units = 1
projection = AllProjection()
view = NumberAttribute(default=0, hash_key=True)
class TestModel(Model):
class Meta:
table_name = "TestModel"
forum = UnicodeAttribute(hash_key=True)
thread = UnicodeAttribute(range_key=True)
view = NumberAttribute(default=0)
view_index = ViewIndex()
Now query the index for all items with 0 views:
async for item in TestModel.view_index.query(0):
print("Item queried from index: {0}".format(item))
It’s really that simple.
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