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Currently, I am logging using this way

That's not "logging". You are setting attribute to span.

I would like to search logs based on the test_image_id

Update your log message formatter to use the image_id

And get all the logs having a matching test_image_id in the span

Use OTEL logging SDK by setting

OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true