Async Tracing Instrumentation using OpenTracing API (http://opentracing.io)
Project description
python-opentracing-async-instrumentation
A collection of asyncio instrumentation tools to enable tracing with OpenTracing API.
Module
Make sure you are running recent enough versions of pip
and setuptools
, e.g. before installing your project requirements execute this:
pip install --upgrade "setuptools>=29" "pip>=9"
The module name is opentracing_async_instrumentation
.
What's inside
Supported client frameworks
The following libraries are instrumented for tracing in this module:
- aiobotocore — Asyncio AWS SDK for Python
- aioboto3 — Asyncio AWS SDK for Python (uses aiobotocore under the hood)
- aiohttp - Asyncio HTTP server and client
- aiomysql
Limitations
- Only Python 3.5+ is currently supported.
Server instrumentation
For inbound requests a helper function before_request
is provided for creating middleware for frameworks like aiohttp and possibly Tornado.
A middleware is provided for aiohttp
.
In-process Context Propagation
As part of the OpenTracing 2.0 API, in-process Span
propagation happens through the newly defined
ScopeManager
interface.
Usage
This library provides two types of instrumentation, explicit instrumentation for server endpoints, and implicit instrumentation for client call sites.
Server
Server endpoints are instrumented by creating a (or using a provided) middleware class that:
- initializes the specific tracer implementation
- wraps incoming request handlers into a method that reads the incoming tracing info from the request and creates a new tracing Span
from aiohttp import web
from opentracing_async_instrumentation.client_hooks import aiohttpserver
async def handler(request):
return web.Response(body='Hello World')
app = web.Application()
app.router.add_get('/', handler)
app.middlewares.append(aiohttpserver.enable_tracing)
if __name__ == '__main__':
web.run_app(app)
Client
Client call sites are instrumented implicitly by executing a set of
available client_hooks
that monkey-patch some API points in several
common libraries like aiohttp
and aiobotocore
. The initialization of
those hooks is usually also done from the middleware class's __init__
method.
Usage is via the client_hooks
interface.
from opentracing_async_instrumentation import client_hooks
client_hooks.install_all_patches()
Customization
For the aiohttp
library, in case you want to set custom tags
to spans depending on content or some metadata of responses,
you can set response_handler_hook
.
The hook must be a method with a signature (response, span)
,
where response
and span
are positional arguments,
so you can use different names for them if needed.
from opentracing_async_instrumentation.client_hooks.aiohttpclient import patcher
def hook(response, span):
if not response.ok:
span.set_tag('error', 'true')
patcher.set_response_handler_hook(hook)
Development
To prepare a development environment please execute the following commands.
virtualenv env
source env/bin/activate
make bootstrap
make test
You can use tox to run tests as well.
tox
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