Distributed tracing instrumentation for asyncio application with zipkin
Project description
aiozipkin
aiozipkin is Python 3.5+ module that adds distributed tracing capabilities from asyncio applications with zipkin (http://zipkin.io) server instrumentation.
zipkin is a distributed tracing system. It helps gather timing data needed to troubleshoot latency problems in microservice architectures. It manages both the collection and lookup of this data. Zipkin’s design is based on the Google Dapper paper.
Simple example
import asyncio
import aiozipkin as az
async def run():
# setup zipkin client
zipkin_address = "http://127.0.0.1:9411"
endpoint = az.create_endpoint(
"simple_service", ipv4="127.0.0.1", port=8080)
tracer = az.create(zipkin_address, endpoint, sample_rate=1.0)
# create and setup new trace
with tracer.new_trace(sampled=True) as span:
# give a name for the span
span.name("Slow SQL")
# tag with relevant information
span.tag("span_type", "root")
# indicate that this is client span
span.kind(az.CLIENT)
# make timestamp and name it with START SQL query
span.annotate("START SQL SELECT * FROM")
# imitate long SQL query
await asyncio.sleep(0.1)
# make other timestamp and name it "END SQL"
span.annotate("END SQL")
await tracer.close()
if __name__ == "__main__":
loop = asyncio.get_event_loop()
loop.run_until_complete(run())aiohttp example
aiozipkin includes aiohttp server instrumentation, for this create web.Application() as usual and install aiozipkin plugin:
import aiozipkin as az
def init_app():
host, port = "127.0.0.1", 8080
app = web.Application()
endpoint = az.create_endpoint("AIOHTTP_SERVER", ipv4=host, port=port)
tracer = az.create(zipkin_address, endpoint, sample_rate=1.0)
az.setup(app, tracer)That is it, plugin adds middleware that tries to fetch context from headers, and create/join new trace. Optionally on client side you can add propagation headers in order to force tracing and to see network latency between client and server.
import aiozipkin as az
endpoint = az.create_endpoint("AIOHTTP_CLIENT")
tracer = az.create(zipkin_address, endpoint)
with tracer.new_trace() as span:
span.kind(az.CLIENT)
headers = span.context.make_headers()
host = "http://127.0.0.1:8080/api/v1/posts/{}".format(i)
resp = await session.get(host, headers=headers)
await resp.text()Installation
Installation process is simple, just:
$ pip install aiozipkin
Requirements
CHANGES
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