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Message exchange engine to build pipelines using brokers like RabbitMQ

Project description

BarterDude

Build Status Coverage Status

Message exchange engine to build pipelines using brokers like RabbitMQ. This project is build on top of the great async-worker.

barter

Install

Using Python 3.6+

pip install barterdude

if you want Prometheus integration, run the command:

pip install barterdude[prometheus] # or pip install barterdude[all]

Usage

Build your consumer with this complete example:

from barterdude import BarterDude
from barterdude.monitor import Monitor
from barterdude.hooks.healthcheck import Healthcheck
from barterdude.hooks.logging import Logging
from barterdude.hooks.metrics.prometheus import Prometheus
from asyncworker.rabbitmq.message import RabbitMQMessage

# from my_project import MyHook # (you can build your own hooks)


# configure RabbitMQ
barterdude = BarterDude(
    hostname="localhost",
    username="guest",
    password="guest",
    prefetch=256,
)

# Prometheus labels for automatic metrics
labels = dict(
    app_name="my_app",
    team_name="my_team"
)
healthcheck = Healthcheck(barterdude) # automatic and customizable healthcheck
prometheus = Prometheus(barterdude, labels) # automatic and customizable Prometheus integration

monitor = Monitor(
    healthcheck,
    prometheus,
    # MyHook(barterdude, "/path") # (will make localhost:8080/path url)
    Logging() # automatic and customizable logging
)

my_metric = prometheus.metrics.counter(name="fail", description="fail again")  # It's the same as https://github.com/prometheus/client_python


@barterdude.consume_amqp(
    ["queue1", "queue2"],
    monitor,
    coroutines = 10,  # number of coroutines spawned to consume messages (1 per message)
    bulk_flush_interval = 60.0,  #  max waiting time for messages to start process n_coroutines
    requeue_on_fail = True  # should retry or not the message
)
async def your_consumer(msg: RabbitMQMessage): # you receive only one message and we parallelize processing for you
    await barterdude.publish_amqp(
        exchange="my_exchange",
        data=msg.body
    )
    if msg.body == "fail":
        my_metric.inc() # you can use prometheus metrics
        healthcheck.force_fail() # you can use your hooks inside consumer too
        msg.reject(requeue=False) # You can force to reject a message, exactly equal https://b2wdigital.github.io/async-worker/src/asyncworker/asyncworker.rabbitmq.html#asyncworker.rabbitmq.message.RabbitMQMessage

    if msg.body == "exception":
        raise Exception() # this will reject the message and requeue
    
    # if everything is fine, than message automatically is accepted 


barterdude.run() # you will start consume and start a server on http://localhost:8080
# Change host and port with ASYNCWORKER_HTTP_HOST and ASYNCWORKER_HTTP_PORT env vars

Build your own Hook

Base Hook (Simple One)

These hooks are called when message retreive, have success and fail.

from barterdude.hooks import BaseHook
from asyncworker.rabbitmq.message import RabbitMQMessage

class MyCounterHook(BaseHook):
    _consume = _fail = _success = 0

    async def on_success(self, message: RabbitMQMessage):
        self._success += 1

    async def on_fail(self, message: RabbitMQMessage, error: Exception):
        self._fail += 1

    async def before_consume(self, message: RabbitMQMessage):
        self._consume += 1

Http Hook (Open Route)

These hooks can do everything simple hook does, but responding to a route.

from aiohttp import web
from barterdude.hooks import HttpHook
from asyncworker.rabbitmq.message import RabbitMQMessage

class MyCounterHttpHook(HttpHook):
    _consume = _fail = _success = 0

    async def __call__(self, req: web.Request):
        return web.json_response(dict(
            consumed=self._consume,
            success=self._success,
            fail=self._fail
        ))

    async def on_success(self, message: RabbitMQMessage):
        self._success += 1

    async def on_fail(self, message: RabbitMQMessage, error: Exception):
        self._fail += 1

    async def before_consume(self, message: RabbitMQMessage):
        self._consume += 1

Testing

To test async consumers we recommend asynctest lib

from asynctest import TestCase


class TestMain(TestCase):
    def test_should_pass(self):
        self.assertTrue(True)

We hope you enjoy! :wink:

Contribute

For development and contributing, please follow Contributing Guide and ALWAYS respect the Code of Conduct

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