Getting Started¶
Welcome to the graphene-sqlalchemy documentation! Graphene is a powerful Python library for building GraphQL APIs, and SQLAlchemy is a popular ORM (Object-Relational Mapping) tool for working with databases. When combined, graphene-sqlalchemy allows developers to quickly and easily create a GraphQL API that seamlessly interacts with a SQLAlchemy-managed database. It is fully compatible with SQLAlchemy 1.4 and 2.0. This documentation provides detailed instructions on how to get started with graphene-sqlalchemy, including installation, setup, and usage examples.
Installation¶
To install graphene-sqlalchemy
, just run this command in your shell:
pip install --pre "graphene-sqlalchemy"
Examples¶
Here is a simple SQLAlchemy model:
from sqlalchemy import Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
Base = declarative_base()
class UserModel(Base):
__tablename__ = 'user'
id = Column(Integer, primary_key=True)
name = Column(String)
last_name = Column(String)
To create a GraphQL schema for it, you simply have to write the following:
import graphene
from graphene_sqlalchemy import SQLAlchemyObjectType
class User(SQLAlchemyObjectType):
class Meta:
model = UserModel
# use `only_fields` to only expose specific fields ie "name"
# only_fields = ("name",)
# use `exclude_fields` to exclude specific fields ie "last_name"
# exclude_fields = ("last_name",)
class Query(graphene.ObjectType):
users = graphene.List(User)
def resolve_users(self, info):
query = User.get_query(info) # SQLAlchemy query
return query.all()
schema = graphene.Schema(query=Query)
Then you can simply query the schema:
query = '''
query {
users {
name,
lastName
}
}
'''
result = schema.execute(query, context_value={'session': db_session})
It is important to provide a session for graphene-sqlalchemy to resolve the models. In this example, it is provided using the GraphQL context. See Tips for other ways to implement this.
You may also subclass SQLAlchemyObjectType by providing
abstract = True
in your subclasses Meta:
from graphene_sqlalchemy import SQLAlchemyObjectType
class ActiveSQLAlchemyObjectType(SQLAlchemyObjectType):
class Meta:
abstract = True
@classmethod
def get_node(cls, info, id):
return cls.get_query(info).filter(
and_(cls._meta.model.deleted_at==None,
cls._meta.model.id==id)
).first()
class User(ActiveSQLAlchemyObjectType):
class Meta:
model = UserModel
class Query(graphene.ObjectType):
users = graphene.List(User)
def resolve_users(self, info):
query = User.get_query(info) # SQLAlchemy query
return query.all()
schema = graphene.Schema(query=Query)
More complex inhertiance using SQLAlchemy’s polymorphic models is also supported. You can check out Inheritance Examples for a guide.