_input_item_provenance converted every input prefix, so an n-item request paid
for n+1 full conversions. It now converts each item once, glues consecutive
function_call items (plus their trailing-assistant context) into units so the
transform's tool_call merging is reproduced inside the unit conversion, and
verifies the unit concatenation against one full conversion, bailing to the
full-conversion fallback on any mismatch. Messages from multi-item units are
tainted, which keeps parallel tool calls patchable exactly like the old prefix
pass while unpredicted merges fall back safely.
A guardrail handing back a non-list structured_messages payload (the
HiddenLayer v2 evaluation dict) previously fell through the length-mismatch
fallback and 500ed converting the dict's keys as messages. The write-back is
now skipped for non-list payloads, restoring the previous no-write-back
behavior on the Responses surface.
Also refreshes the compresr texts-mirror docstring, which still claimed the
Responses translation cannot round-trip structured_messages.
The route-level regression test returns a real prisma row from a mocked
update and asserts both routes serialize it to a 200 with the toggled
blocked flag, which is exactly the path that raised AttributeError before
the validator guard. Also binds the loop variable in the e2e poll lambda
(ruff B023).
Azure's chat completions validator rejects tool parameters carrying a
top-level anyOf/oneOf/allOf for every model family. AzureOpenAIConfig and
the o-series config now flatten them via the shared helper moved to
prompt_templates common_utils. Requests bridged to the Responses API for
gpt-5.4+ with reasoning active keep the union, which that surface accepts
The sync __next__ exhaustion branch stores calculate_total_usage() in the
final chunk's _hidden_params when stream_options is None, but the async
__anext__ sibling branch never did. Converted (fake) streams, like the ones
the Headroom guardrail produces by flipping streaming /v1/responses calls to
non-streaming, are consumed async, so their real usage never reached the
completion-to-responses bridge and it token-counted from scratch, reporting
input_tokens=0. Mirror the sync branch's hidden-usage block into the async
exhaustion branch and add a regression test that async-iterates a
CustomStreamWrapper over a MockResponseIterator and asserts the final chunk
carries the mock response's usage.
* fix(otel/v2): detach credential-routed tenant spans into their own trace
Multi-tenant OTel v2 routes a team or key's LLM-call span to that tenant's
own vendor account (New Relic, Arize, Langfuse, Weave) via dynamic OTLP
credential headers, while the request-root, auth, and db spans stay on the
operator's default backend. The span was still parented into the request
trace, so the tenant account received a child whose parent it never got,
and New Relic rendered it as a fragmented trace with a missing parent.
Detach a credential-routed span the same way a project-routed (Phoenix)
span already detaches: root a fresh trace in the tenant account and link
back to the request trace for correlation. Service-name routing keeps
parenting, since it only relabels service.name on the same operator
backend where the parent is present.
Guard the detach on the callback actually owning an OTLP exporter the
credentials can reach: a callback owning only a console or in_memory
exporter has nowhere to stamp them, so the span would export to the
default backend unchanged and detaching would orphan it on the very
backend that holds its parent. In that case warn once and keep the
default tracer.
* fix(otel/v2): derive tenant-route routability from resolved exporter transport
A denylist classified an owned exporter as routable whenever its kind was
not console/in_memory, so a typo'd or unavailable kind (e.g. "otlp",
"grcp") passed the check while _exporter_from_spec falls it back to a
header-ignoring console exporter. Detaching such a span would root a fresh
trace that only ever reaches the operator console, never the tenant
backend, orphaning it on both sides.
Route on a shared exporter_transport() predicate that resolves the kind the
same way _exporter_from_spec builds it (registered factories + otlp_http
aliases -> http, otlp_grpc aliases -> grpc, else headerless), so an
unresolvable kind is headerless and stays parented. Fixes the same latent
gap in project routability.
The one-time seed for a budget window row subtracted the batch's own
LiteLLM_SpendLogs rows by request_id, and request_id is the client's
x-litellm-call-id whenever the response carries no id of its own. Carrying
that set through the queue meant an unbounded, client-controlled aggregate
that the commit-failure requeue kept alive across retries.
Every log row at or after a batch's earliest start is owed by an increment
that still reaches the row, so summing only rows before it needs nothing
from the request. That drops request_ids end to end and closes the
cross-pod double count the id list could not see.
#34940 widened the mask-in-place safety guard so a Responses-API
`instructions` field (and a combined messages+input body) skips the
PII masking branch. With `on_flagged: "monitor"` that fell straight
through to "allow", so PII that used to be masked now reaches the
model unredacted.
Monitor means "don't block", not "don't redact". Recover the one shape
whose payload is still fully writable: mask it and write the redacted
instructions back into `data["instructions"]` directly, since
apply_redacted_messages_back has no path for that field and would
otherwise fold the instructions text into `data["input"]`.
The combined messages+input and multimodal shapes stay unmasked - both
are unsafe to write back, not merely unwritable - and now log an error
naming the reason instead of passing silently.
No block/allow decision changes: block and inject_system_message keep
the exact outcomes #34940 shipped.
Direct access on /model/info was read from the user record alone, so an
unrestricted user calling with a key limited to a few models saw every non-team
deployment, including ones the key gets a 403 on. Resolve the key's grant the
same way and intersect the two.
Resolving a grant now also expands access groups, which the key path needs and
the user path was missing.
Claude-Session: https://claude.ai/code/session_01XL7LBFEew4wi8gphVCDq6n
- _write_back_structured_messages now patches only the rewritten rows back
into the original input items, so reasoning items (encrypted_content),
function_call ids, and web_search_call items survive a guardrail rewrite
verbatim; rewrites that cannot be row-mapped fall back to the previous
full conversion
- the responses bridge stream snapshot restores usage hidden in
_hidden_params when stream_options is unset, so converted fake streams
report real input_tokens instead of 0
Model access group budgets shipped API-only, so the only way to give a group a
budget was a curl. Adds an Access Group Budgets tab under Models & Endpoints
that lists every group with the spend drawn against its shared pool, and a
modal to set, edit or clear the budget.
/access_group/list now carries each group's budget and spend inline, so the
table renders from one read instead of one follow-up request per row.
The typed rewrite made the properties recursion call .get on every child,
so a malformed schema with a string or list property value raised
AttributeError where it previously passed through untouched.
The LLM classifier's cost was recorded on the routing decision but never
reached any savings surface: per-request autorouter_savings stayed gross
and the session rollup recorded only the served request's spend, so
/auto_router/benchmarks overstated savings and understated routed spend.
Net the classifier cost into the savings figure at its one computation
owner and fold it into the rollup turn's spend, keeping
baseline_spend = spend + saved_spend. The response header's numeric
guard now shares the same reader.
Fixes#38816
* fix(proxy): run SMTP send_email off the event loop with a connection timeout
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): format utils.py and update _create_smtp_connection tests for timeout
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): keep malformed SMTP_TIMEOUT inside the email error boundary
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore: retrigger ci
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: exclude misaligned circleci coverage flag from merged codecov report
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore: retrigger ci for codecov and benchmarks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: disable carryforward for the circleci codecov flag
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: exclude carried-forward coverage from the codecov patch status
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: stop carrying forward the dead circleci codecov flag
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
The Together catalog exposes only context_length, so the sync was recording
every chat model's context window as its output ceiling. New entries now carry
max_input_tokens and the legacy max_tokens from the catalog and get an output
ceiling only from a reviewed capability rule. GLM-5.2 and GLM-5.3-Flash rules
carry the documented 128K ceiling, and the 26 other inflated together_ai chat
entries drop max_output_tokens in both registry copies.
