Added Vertex AI spans for request parameters #3192
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Also this is what LangChain uses
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* Added Vertex AI spans for request parameters * small fixes, get CI passing * Use standard OTel tracing error handling * move nested util * Actually use GAPIC client since thats what we use under the hood Also this is what LangChain uses * Comment out seed for now * Remove unnecessary dict.get() calls * Typing improvements to check that we support both v1 and v1beta1 * Add more teest cases for error conditions and fix span name bug * fix typing * Add todos for error.type
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Description
Part of #3041, follow up to #3123.
Adds basic tracing instrumentation for Vertex AI. Right now, it supports only request span attributes–I will add response attributes and content logging in later PR(s). I also added VCR tests with proper sanitization.
In the end, I didn't copy any code from OpenLLMetry and mostly adapted from openai-v2. Also the code is typed 😃
This instrumentation wraps the underlying prediction service GAPIC clients. It works for both v1 and v1beta1 APIs which is statically checked.
Type of change
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How Has This Been Tested?
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
Does This PR Require a Core Repo Change?
CORE_REPO_SHA=f8df9051ca883b63a9047533e6d0b26f24e53b71 tox -re typecheckChecklist:
See contributing.md for styleguide, changelog guidelines, and more.