Python FastAPI Uvicorn
Prerequisites
Python 3
Installation
-
Install dependencies:
pip install opentelemetry-distro opentelemetry-exporter-otlp-proto-http opentelemetry-instrumentation-fastapi
opentelemetry-bootstrap -a install -
Create a file
tracing.py
in your project directory, with the following content:tracing.pyimport os
from opentelemetry import trace
from opentelemetry.semconv.resource import ResourceAttributes
from opentelemetry.sdk.trace import TracerProvider, Resource
from opentelemetry.sdk.trace.export import (
BatchSpanProcessor,
ConsoleSpanExporter,
SimpleSpanProcessor,
)
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from socket import gethostname
def init_tracing():
provider = TracerProvider(resource=Resource({
ResourceAttributes.SERVICE_NAME: os.environ['OTEL_SERVICE_NAME'],
ResourceAttributes.HOST_NAME: gethostname() or 'UNSET',
}))
if os.getenv('OTEL_LOG_LEVEL', '') == 'debug':
processor = SimpleSpanProcessor(ConsoleSpanExporter())
else:
processor = BatchSpanProcessor(OTLPSpanExporter())
provider.add_span_processor(processor)
trace.set_tracer_provider(provider) -
Add the highlighted lines below to your project's main file:
main.pyfrom fastapi import FastAPI
from tracing import init_tracing
from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
app = FastAPI()
init_tracing()
FastAPIInstrumentor.instrument_app(app)
# Additional instrumentations can be enabled by
# following the docs for respective instrumentations at
# https://github.com/open-telemetry/opentelemetry-python-contrib/tree/main/instrumentation
#
# A working example with multiple instrumentations is available at
# https://github.com/cubeapm/sample_app_python_fastapi_uvicorn
@app.route('/roll/<number>')
def roll(number):
return number -
Modify the application run command as follows:
OTEL_METRICS_EXPORTER=none \
OTEL_LOGS_EXPORTER=none \
OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://<ip_address_of_cubeapm_server>:4318/v1/traces \
OTEL_EXPORTER_OTLP_COMPRESSION=gzip \
OTEL_SERVICE_NAME=<app_name> \
uvicorn main:app --host=0.0.0.0 --port=8000 --workers=4
Troubleshooting
The following can be used for debugging:
OTEL_LOG_LEVEL=debug
The following command can be tried on the application host server to check connectivity to CubeAPM server(s):
telnet <ip_address_of_cubeapm_server> 4318