基于FastAPI和gRPC轻量级微服务开发框架
Project description
sun
基于FastAPI和gRPC轻量级微服务开发框架
Requirements
1. Python 3.7+
2. FastAPI 0.63+
3. grpcio>=1.32.0,<1.42
Install
pip install sun-core
Application
Create Application
import greeter_server
# Initialized App
app = Sun()
# Updated settings
app.settings(base_settings={'title': 'Sun App'})
Launch
# lauch RPC
python main.py --rpc
# lauch HTTP
python main.py --http
More usage of Application
: example
Database
connect
from sun.core import db
# connect to database when app started
# db is a sqla-wrapper instance
db.connect('DATABASE_URI')
Declarative mode with sqla-wrapper
class User(db.Model):
__tablename__ "users"
id = db.Column(db.Integer, primary_key=True)
...
db.create_all()
db.add(User(...))
db.commit()
todos = db.query(User).all()
More convenient usage, ref to SQLA-Wrapper
Declare models inherit from convenient base models
BaseModel
# using BaseModel
class User(db.BaseModel):
__tablename__ "users"
id = db.Column(db.Integer, primary_key=True)
...
# BaseModel's source code
class BaseModel(db.Model):
__abstract__ = True
created_time = Column(DateTime(timezone=True), default=datetime.utcnow)
updated_time = Column(
DateTime(timezone=True), default=datetime.utcnow, onupdate=datetime.utcnow
)
is_active = Column(Boolean(), default=True)
Transaction
SQLA-wrapper default model behavior is auto commit, auto commit will be disabled with db.transaction
context.
with db.transaction():
item = Item.create(name='test1')
Operators
Operators provided get_filters_expr
to transform filters (dict) to SQLAlchemy expressions.
from sun.db.operators import get_filters_expr
from models import User
users = User.query().filter(*get_filters_expr(User, **filters)).all()
Schema
model_to_schema
# generate pydantic schema from models
# `User` is a db.Model or db.BaseModel instance
from sun.schemas import model_to_schema
UserSchema = model_to_schema(User)
Generic HTTP/RPC Actions
Generic HTTP/RPC support actions:
Action | Route | Method | RPC | Description |
---|---|---|---|---|
get | /{id} | GET | Get{Resource} | Get an existing resource matching the given id |
list | / | GET | List{Resource} | Get all the resources |
create | / | POST | Create{Resource} | Create a new resource |
update | /{id} | PATCH | Update{Resource} | Update an existing resource matching the given id |
delete | /{id} | DELETE | Delete{Resource} | Delete an existing resource matching the given id |
Generic Actions examples:
# 1. import `Resource` base class
from sun.resources import Resource
# 2. implementation actions inherited from Resource
class GreeterResource(Resource):
schema = Greeter
@action()
def get(self, pk=None):
return [g for g in GREETERS if g.get('id') == pk][0]
@action()
def list(self, schema_in: ListRequest):
return GREETERS[:schema_in.limit]
@action()
def create(self, schema_in: schema):
return {'id': schema_in.id, 'content': schema_in.content}
@action()
def update(self, schema_in: schema, pk=None):
return {'id': pk, 'content': schema_in.content}
@action()
def delete(self, pk=None):
return {'id': pk, 'result': True} # using `id` instand of `result`
Custom HTTP/RPC Actions
Custom actions also decorated by @action
, but detail
signature is required.
@action(detail=False)
def custom_action(self):
pass
detail
has no default value.
True
means action to single resource, url path is '/{resources}/{id}'.
False
means action set of resources, url path is '/{resources}'.
Override HTTP Actions
If the default HTTP action template is not satisfied your request, you can override HTTP actions.
# Get the origin router
router = GreeterResource.as_router()
# Override the actions using the FastAPI normal way
@router.get("/")
def root():
return {"message": "Hello World"}
More usage of
Resource
: GreeterResource
ModelResource
New in version 2.1.
class UserResource(ModelResource):
model = User
schema = UserSchema
filters = [
{'username': str},
{'age': Optional[str]},
] # yapf: disable
permission_classes = [IsAuthenticated]
Service Mixin
# import
from sun.mixins import ServiceMixin
class Hello(hello_pb2_grpc.HelloServiceServicer, ServiceMixin):
pass
Cache
Cache API
from sun.core import cache
# Usage example (API)
# Read cache
cache.get(key)
# Set cache
cache.set(key, value, timeout=10)
cache memoize
# Import the cache_memoize from sun core
from sun.core import cache_memoize
# Attach decorator to cacheable function with a timeout of 100 seconds.
@cache_memoize(100)
def expensive_function(start, end):
return random.randint(start, end)
Utils
dateparser
MessageToDict/ParseDict
Optimized MessageToDict/ParseDict from google.protobuf.js_format
from sun.utils import MessageToDict, ParseDict
Tests
gRPC service tests
from sun.tests import GRPCTestBase
from service.demo import demo_service, demo_pb2, demo_pb2_grpc
class TestDemoRPC(GRPCTestBase):
server_class = demo_service.DemoService # Provided service
pb2 = demo_pb2 # Provided pb2
pb2_grpc = demo_pb2_grpc # Provided pb2 grpc
def setup_method(self): # Pytest setup
pass
def teardown_method(self): # Pytest teardown
pass
def test_demo(self):
pass
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