I have a Python web application built with Plotly Dash and deployed on Azure App Service using Python 3.12. As Azure App Service has not yet enabled Python 3.12 version to have application insight enabled, I have utilized the package:
azure-monitor-opentelemetry==1.6.2
within my application to log exceptions into my application insight resource.
However, as I deploy my web application on Azure App Service, and when someone is accessing the web app, my application logs the following exception onto the application insight:
Failed to derive Resource from Tracer Provider: ‘ProxyTracerProvider’ object has no attribute ‘resource’
Traceback (most recent call last):
File "/tmp/8dcd22e385c2da5/antenv/lib/python3.12/site-packages/azure/monitor/opentelemetry/exporter/export/trace/_exporter.py", line 91, in export
resource = tracer_provider.resource # type: ignore
AttributeError: ‘ProxyTracerProvider’ object has no attribute ‘resource’
I have implemented the azure-monitor-opentelemetry in my application simply as following:
appopentelemetry.py:
from azure.monitor.opentelemetry import configure_azure_monitor
from models.environmentmanager.environmentmanager import EnvironmentManager
def azure_monitoring_open_telemetry():
environment_manager = EnvironmentManager()
connection_string = environment_manager.get_connection_string() # The app insight connection string
return configure_azure_monitor(
connection_string=connection_string,
enable_live_metrics=True,
)
and in my app.py:
...imports...
environment_manager = EnvironmentManager()
# This should be executed if the environment is not local, this is set in .env if ran locally
# and set in environment variables of the app service on Azure when deployed
if not environment_manager.get_is_local():
from functions.app.appopentelemetry import azure_monitoring_open_telemetry
azure_monitoring_open_telemetry()
...
app = Dash(__name__, use_pages=True, external_stylesheets=stylesheets)
...
app.layout = dmc.MantineProvider(...)
if __name__ == '__main__':
app.run(debug=True, port=8000)
Can I know what I am doing wrong?
Version 1.6.2 also upgrades azure-monitor-opentelemetry-exporter to "1.0.0b29" and it has the braking changes. Just downgrade to azure-monitor-opentelemetry-exporter = "1.0.0b28" and maybe to azure-monitor-opentelemetry = "1.6.1". It will solve the issue for now.
In general, I think that config should be done differntly rather then using configure_azure_monitor but it is not that clear from the documentation. Try to read here https://opentelemetry.io/docs/languages/python/getting-started/
3
Fixed the issue thanks to @Andrii and @Sirra. Turns out one of azure-monitor-opentelemetry==1.6.2 dependencies packages which is the azure-monitor-opentelemetry-exporter was automatically installing the ‘1.0.0b29’ version, so in my requirements.txt file I stated the following:
azure-monitor-opentelemetry==1.6.1
azure-monitor-opentelemetry-exporter==1.0.0b28
And this has fixed the issue.
In addition to @Andrii’s answer ,
- Update your packages by running the below command. You can refer this doc for compatibility information.
pip install dash azure-monitor-opentelemetry==1.6.2 opentelemetry-sdk opentelemetry-exporter-otlp
- As the error message says
'ProxyTracerProvider' object has no attribute 'resource'you can create and configure your own Trace provider. - You can refer this doc for tracebacks in python.
This is my appopentelemetry .py
from azure.monitor.opentelemetry import configure_azure_monitor
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from models.environmentmanager.environmentmanager import EnvironmentManager
def azure_monitoring_open_telemetry():
environment_manager = EnvironmentManager()
connection_string = environment_manager.get_connection_string()
resource = Resource(attributes={"service.name": "your-app-name"})
tracer_provider = TracerProvider(resource=resource)
span_processor = BatchSpanProcessor(OTLPSpanExporter()) tracer_provider.add_span_processor(span_processor)
configure_azure_monitor(
connection_string=connection_string,
tracer_provider=tracer_provider,
enable_live_metrics=True,
)
return tracer_provider
- While creating the Azure App Service, select
Python 3.10orPython 3.11, These versions are recommended for better compatibility with most libraries and services. - refer this doc for better understanding.
Here’s the output
4
A new version of the exporter that has a fix for this issue is released: https://pypi.org/project/azure-monitor-opentelemetry-exporter/1.0.0b30/