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[bot] OpenAI: Realtime API (`client.realtime.connect()`) has zero instrumentation

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評估

難度
4/5
預估耗時
3-5 天
新手友好度
45/100
Issue 類型
功能
描述清晰度
描述清楚
活躍度
活躍
技術堆疊
python
領域
devtools, observability-sre

研究方向

The missing instrumentation is for the OpenAI Python SDK's Realtime API (client.realtime.connect()). Start by examining the existing patchers in py/src/braintrust/integrations/openai/patchers.py and the integration setup in integration.py. Review the upstream OpenAI SDK's realtime module to understand the connection manager and event flow. The goal is to add a new patcher for the realtime resource, creating spans for the WebSocket session and individual events, similar to the existing Responses API instrumentation. Testing will involve verifying the new spans appear when using the realtime API.

由索引模型根據 Issue 內容生成。

描述

Summary

The OpenAI Python SDK's top-level Realtime/AsyncRealtime resource (client.realtime.connect() / client.realtime.client_secrets / client.realtime.calls) — the GA WebSocket API for real-time audio/text/tool-use sessions — has no instrumentation anywhere in this repo. This is a distinct, self-contained SDK surface from client.responses.connect() (already tracked in #188): it lives in its own module with its own connection manager and does not share implementation with the Responses API's websocket transport.

What is missing

py/src/braintrust/integrations/openai/integration.py registers exactly these patchers:

patchers = (
    AgentsSessionsPatcher,
    ChatCompletionsPatcher,
    EmbeddingsPatcher,
    ModerationsPatcher,
    AudioSpeechPatcher,
    AudioTranscriptionsPatcher,
    AudioTranslationsPatcher,
    ImagesPatcher,
    ResponsesPatcher,
)

py/src/braintrust/integrations/openai/patchers.py's _WRAP_TARGETS registry (the authoritative list of every OpenAI SDK method this repo patches) contains no realtime entry:

_WRAP_TARGETS: tuple[tuple[str, type[CompositeFunctionWrapperPatcher]], ...] = (
    ("beta.agents.sessions", _WrapAgentsSessions),
    ("chat.completions", _WrapChatCompletions),
    ("embeddings", _WrapEmbeddings),
    ("moderations", _WrapModerations),
    ("audio.speech", _WrapAudioSpeech),
    ("audio.transcriptions", _WrapAudioTranscriptions),
    ("audio.translations", _WrapAudioTranslations),
    ("images", _WrapImages),
    ("responses", _WrapResponses),
    ("responses.with_raw_response", _WrapResponsesRaw),
    ("beta.chat.completions", _WrapChatCompletions),
)

A case-insensitive search for "realtime" across the entire py/src/braintrust tree returns zero hits related to OpenAI's Realtime API (the only matches are unrelated "real-time" prose in other integrations/docs). At minimum, instrumentation should provide a session-level span for connect() (model config, duration, aggregate usage) and turn/tool-call spans for events sent/received over the WebSocket connection, mirroring the pattern already used for streaming responses.

Braintrust docs status: not_found

The OpenAI integration page documents Chat Completions, Responses, Embeddings, Moderation, Batch, and the Agents API as traced. It does not describe any tracing support for the Realtime API or client.realtime/connect() — the only "realtime" mention on the page is a cookbook link title ("Evaluating audio with the OpenAI Realtime API"), with no SDK-level tracing detail.

Upstream sources

Local repo files inspected

  • py/src/braintrust/integrations/openai/integration.py (full file)
  • py/src/braintrust/integrations/openai/patchers.py (_WRAP_TARGETS registry)
  • Repo-wide case-insensitive grep for realtime across py/src/braintrust
主要語言
Python
星號
22
分支
24
平均合併
14 小時 49 分鐘
30 天內合併 PR
126

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