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Python: Add Microsoft OpenTelemetry Distro sample #5632
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60 changes: 60 additions & 0 deletions
60
python/samples/02-agents/observability/microsoft_opentelemetry_distro.py
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| # Copyright (c) Microsoft. All rights reserved. | ||
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| import asyncio | ||
| from random import randint | ||
| from typing import Annotated | ||
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| from agent_framework import Agent, tool | ||
| from agent_framework.foundry import FoundryChatClient | ||
| from agent_framework.observability import get_tracer | ||
| from azure.identity import AzureCliCredential | ||
| from dotenv import load_dotenv | ||
| from microsoft.opentelemetry import use_microsoft_opentelemetry | ||
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| from opentelemetry.trace import SpanKind | ||
| from opentelemetry.trace.span import format_trace_id | ||
| from pydantic import Field | ||
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| # Load environment variables from .env file | ||
| load_dotenv() | ||
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| @tool(approval_mode="never_require") | ||
| async def get_weather( | ||
| location: Annotated[str, Field(description="The location to get the weather for.")], | ||
| ) -> str: | ||
| """Get the weather for a given location.""" | ||
| await asyncio.sleep(randint(0, 10) / 10.0) # Simulate a network call | ||
| conditions = ["sunny", "cloudy", "rainy", "stormy"] | ||
| return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C." | ||
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| async def main(): | ||
| # Set up Azure monitor exporters for telemetry | ||
| # This will automatically enable instrumentation for Agent Framework | ||
| # Install the Microsoft OpenTelemetry Distro package to enable this functionality: | ||
| # pip install microsoft-opentelemetry | ||
| use_microsoft_opentelemetry(enable_azure_monitor=True) | ||
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| questions = ["What's the weather in Amsterdam?", "and in Paris, and which is better?", "Why is the sky blue?"] | ||
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| with get_tracer().start_as_current_span("Scenario: Agent Chat", kind=SpanKind.CLIENT) as current_span: | ||
| print(f"Trace ID: {format_trace_id(current_span.get_span_context().trace_id)}") | ||
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| agent = Agent( | ||
| client=FoundryChatClient(credential=AzureCliCredential()), | ||
| tools=get_weather, | ||
| name="WeatherAgent", | ||
| instructions="You are a weather assistant.", | ||
| id="weather-agent", | ||
| ) | ||
| session = agent.create_session() | ||
| for question in questions: | ||
| print(f"\nUser: {question}") | ||
| print(f"{agent.name}: ", end="") | ||
| async for update in agent.run(question, session=session, stream=True): | ||
| if update.text: | ||
| print(update.text, end="") | ||
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| if __name__ == "__main__": | ||
| asyncio.run(main()) | ||
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needs the script dependency install header