Grelmicro is a tool-kit designed to streamline the development cloud-native applications with FastAPI.
Project description
Grelmicro
Grelmicro is a lightweight framework/toolkit for building async microservices in Python.
It is the perfect companion to FastAPI and FastStream, providing essential tools like leader election, distributed lock, and task scheduling for creating robust distributed systems.
Source Code: https://github.com/grelinfo/fastapi-apscheduler4
Toolkit Modules
Each Grelmicro module addresses common problems in building microservices and distributed systems.
The modules are fast, lightweight and fully typed, offering non-blocking operations by default using AnyIO for concurrency and async/await. Adapters are provided to run synchronous code in AnyIO Worker Threads, ensuring compatibility with both synchronous and asynchronous functions.
sync
Module
The sync
module provides synchronization primitives for distributed systems.
The primitives are technology agnostic, supporting multiple backends (see backends
module).
The available primitives are:
- Leader Election: A single worker is elected as the leader for performing tasks only once in a cluster.
- Lock: A distributed lock that can be used to synchronize access to shared resources.
task
Module
The task
module provides a simple task scheduler that can be used to run tasks periodically.
Note: This is not a replacement for bigger tools like Celery, taskiq, or APScheduler. It is just lightweight, easy to use, and safe for running tasks in a distributed system with synchronization.
The key features are:
- Fast & Easy: Offers simple decorators to define and schedule tasks effortlessly.
- Interval Task: Allows tasks to run at specified intervals.
- Synchronization: Controls concurrency using synchronization primitives to manage simultaneous task execution (see the
sync
module). - Dependency Injection: Use FastDepends library to inject dependencies into tasks.
- Error Handling: Catches and logs errors, ensuring that task execution failures do not stop the scheduling.
backends
Module
The backends
module is the key of technology agnostic design of Grelmicro.
For now, it provides only a lock backend with Redis, PostgreSQL, and Memory for testing purposes.
Important: Although Grelmicro use AnyIO for concurrency, the backends generally depend on
asyncio
, therefore Trio is not supported.
Note: Feel free to create your own backend and contribute it. In the
abc
module, you can find the protocol for creating new backends.
Installation
pip install grelmicro
Examples
FastAPI Integration
- Create a file
main.py
with:
from contextlib import asynccontextmanager
import typer
from fastapi import FastAPI
from grelmicro.backends.redis import RedisLockBackend
from grelmicro.sync import LeaderElection, Lock
from grelmicro.task import TaskManager
# === FastAPI ===
@asynccontextmanager
async def lifespan(app):
# Start the lock backend and task manager
async with lock_backend, task:
yield
app = FastAPI(lifespan=lifespan)
@app.get("/")
def read_root():
return {"Hello": "World"}
# === Grelmicro ===
task = TaskManager()
lock_backend = RedisLockBackend("redis://localhost:6379/0")
# --- Ensure that only one say hello world at the same time ---
lock = Lock("say_hello_world")
@task.interval(1, sync=lock)
def say_hello_world_every_second():
typer.echo("Hello World")
@task.interval(1, sync=lock)
def say_as_well_hello_world_every_second():
typer.echo("Hello World")
# --- Ensure that only one worker is the leader ---
leader_election = LeaderElection("leader-election")
task.add_task(leader_election)
@task.interval(10, sync=leader_election)
def say_hello_leader_every_ten_seconds():
typer.echo("Hello Leader")
Dependencies
Grelmicro depends on Pydantic v2+, AnyIO v4+, and FastDepends.
redis
Dependencies
When you install Grelmicro with pip install grelmicro[redis]
it comes with:
redis-py
: The Python interface to the Redis key-value store (the async interface depends onasyncio
).
postgres
Dependencies
When you install Grelmicro with pip install grelmicro[postgres]
it comes with:
asyncpg
: The Pythonasyncio
interface for PostgreSQL.
License
This project is licensed under the terms of the MIT license.
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