SpendLogsMetadata gains a typed azure_spillover key so a request Azure
served off pay-as-you-go capacity is visible in spend tracking, stamped
from the provider response headers or the processed llm_provider- headers
on the standard logging payload. The header parsing moves into a shared
azure_spillover() helper that is_spilled_over_ptu_request() now wraps.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
SequenceMatcher holds the GIL, so extra heuristic threads add contention with the event loop without adding throughput. One worker drains scans in arrival order and keeps the loop responsive; PROMPT_INJECTION_HEURISTICS_MAX_THREADS remains an env override
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
The spec pinned Base UI's collision behaviour, not our code: it only passes
while the template popup happens to fit under the trigger at 1280x900, and
#41315's taller Add Auto Router form broke that premise for the second time
in three weeks. #41527 tried to scroll the trigger into the upper half, but
the dialog content is shorter than its max height, so nothing scrolls and CI
still fails 3/3 with the trigger at y=487
The guarantee #38554 introduced is that the popup never covers the trigger,
and the sibling spec keeps asserting that at a viewport with no room below
The chat-shaped output handler now takes the input translation as its
request scoping, so the logged request is scoped exactly once and with
the pre-call semantics of the surface it arrived on. This drops the
unscoped chat_shaped_request_conversation detour from af312dc8, which
made the Anthropic response scan remove in-sequence system turns under
skip_system while the request scan kept them
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Azure PTU deployments carry zeroed per-token pricing because the reservation
is billed flat by the hour. When Azure spills a request onto pay-as-you-go
capacity it returns x-ms-is-spilled-over: true, and that traffic was still
priced at zero. The response cost calculator now detects the spillover header
on the result's hidden params or the logged provider response headers and
skips the zeroed custom pricing only for genuine PTU deployments while the
feature flag is on. Azure sync streaming now also records response headers on
the logging object, matching the async paths.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
A stream_options.include_usage usage chunk (empty delta plus usage) was folded into the final
transform round and rebuilt without its usage, so token counts and cost vanished from clients.
Metadata-only chunks are now replayed after the final text flush.
A terminal tool-call chunk arriving while earlier text was still held back carried
finish_reason=tool_calls ahead of that text. The finish_reason is now deferred to the final
text chunk whenever the choice has held text.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Replaces the capability flag assertion with a behavioral test that dispatches an
async_moderation_hook inherited from a parent class, and drops the dispatch
docstring that restated the code
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
user_api_key_auth called request.form() on multipart Azure Speech batch uploads, consuming the Starlette stream before the pass-through handler could read the raw bytes. The opaque body predicate now covers multipart on the whole /azure_speech prefix so auth caches an empty parsed body and the upload is forwarded byte for byte
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
test_router_fallbacks_with_cooldowns_and_dynamic_credentials expected a
caller-supplied credential to register its own deployment and cool it down.
#41289 stopped registering it, so cooldown logic skips that id and the
assertion can never hold. The test now asserts what the router guarantees
today: a 429 to a forwarded credential cools down none of the shared
deployments, the next credential is still served, and a 429 owned by a shared
deployment still cools it down. The final live OpenAI call becomes a mock
The auto-router template spec assumed the Add Auto Router form left room
below the Template select at 1280x900. #41315 added classifier fields above
it, so the options opened upward. The spec now scrolls the trigger to the top
of the dialog and asserts it sits in the upper half before checking placement
Short audio responses carry Offset and Duration in 100ns ticks; convert their sum to seconds and price it with the existing azure/speech/azure-stt entry through transcription_cost. Batch calls and responses without an integer duration stay at zero cost
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Adds authenticated /deepgram/v1/listen and /deepgram/listen WebSocket routes that resolve the Deepgram
credential through the pass-through router, inject Authorization: Token upstream, default the model to
nova-3 when the client passes none, and relay audio and transcript frames unchanged. The shared WebSocket
relay no longer assumes the first upstream frame is JSON and forwards every frame as received, keeping
the Vertex AI Live setup handling on Vertex routes only. A Deepgram logging handler bills the call on
Metadata.duration, falling back to the furthest Results start + duration, at the deepgram/<model>
per-second rate from the model cost map
Resolves LIT-7937
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Adds /azure_speech/{endpoint:path}, an authenticated pass-through for the Azure AI Speech REST APIs: short-audio recognition on <region>.stt.speech.microsoft.com and batch transcription on <region>.api.cognitive.microsoft.com. The proxy resolves the subscription key through PassthroughEndpointRouter (AZURE_SPEECH_API_KEY or an Admin UI credential), picks the host from AZURE_SPEECH_REGION or AZURE_SPEECH_API_BASE, injects Ocp-Apim-Subscription-Key, strips the caller's Authorization and subscription-key headers, forwards the raw audio body byte for byte, and records a zero-cost SpendLogs row tagged azure_speech since the price map has no Azure Speech STT entry
Resolves LIT-7939
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
