[bedrock] colab notebook using boto instrumentation

[mikeldking]

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[dosubot]

🤖

It sounds like you're interested in using OpenInference with a Colab notebook and Boto instrumentation. OpenInference is designed to work with OpenTelemetry, so you can use it to trace AI applications and integrate with various backends.

To get started with OpenInference in a Colab notebook, you can follow these general steps:

1. Install the OpenTelemetry and OpenInference packages:

   !pip install opentelemetry-api
   !pip install opentelemetry-sdk
   !pip install opentelemetry-instrumentation
   !pip install opentelemetry-instrumentation-boto
   !pip install opentelemetry-instrumentation-requests
   !pip install opentelemetry-exporter-otlp
   !pip install opentelemetry-exporter-jaeger
   !pip install opentelemetry-exporter-zipkin

2. Import the necessary modules and initialize the OpenTelemetry tracer:

   import opentelemetry.trace
   from opentelemetry import trace
   from opentelemetry.instrumentation.boto import BotoInstrumentor
   from opentelemetry.sdk.trace import TracerProvider
   from opentelemetry.sdk.trace.export import ConsoleSpanExporter
   from opentelemetry.sdk.trace.export import SimpleSpanProcessor
   
   trace.set_tracer_provider(TracerProvider())
   tracer = trace.get_tracer(__name__)

3. Instrument Boto and any other libraries you want to trace:

   BotoInstrumentor().instrument()

4. Use Boto as you normally would in your Colab notebook, and the OpenTelemetry instrumentation should capture the relevant traces.

Remember that you'll also need to configure an exporter to send the traces to a backend for storage and analysis. This could be Jaeger, Zipkin, or any other OpenTelemetry-compatible backend.

If you have specific questions or encounter any issues while setting this up, feel free to ask for further assistance.

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