missing cost fixes - #137
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Pull request overview
This PR fixes cases where successful inferences were missing token-usage metadata (and therefore missing OpenGradient cost/settlement data), with a particular focus on xAI’s LangChain response shapes and streaming behavior.
Changes:
- Expand
extract_usage()to normalize usage from both LangChain’susage_metadataand raw provider payloads underresponse_metadata(e.g.,token_usage/usage). - Ensure xAI non-streaming requests don’t accidentally use a streaming-configured cached model, and ensure xAI streaming requests explicitly request usage when applicable.
- Add targeted regression tests covering xAI streaming/non-streaming and the new
extract_usage()fallbacks.
Reviewed changes
Copilot reviewed 4 out of 4 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
| tests/test_opengradient_field.py | Adds regression tests ensuring xAI streaming/non-streaming paths propagate usage/cost behavior correctly. |
| tee_gateway/test/test_tee_core.py | Adds unit tests for llm_backend.extract_usage() fallback behavior when LangChain omits usage_metadata. |
| tee_gateway/llm_backend.py | Extends extract_usage() to support additional metadata shapes and normalize reasoning tokens. |
| tee_gateway/controllers/chat_controller.py | Adjusts xAI streaming/non-streaming invocation kwargs and uses extract_usage() for streaming usage accumulation; logs when usage is missing. |
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