base_anthropic_messages_test.test_anthropic_messages_with_thinking and
test_anthropic_streaming_with_thinking still pinned to
claude-4-sonnet-20250514 — the same legacy alias Anthropic no longer
recognizes under freshly issued keys. The other four tests in this base
class already use claude-sonnet-4-5-20250929; these two were missed.
Bump to claude-haiku-4-5-20251001 (supports_reasoning=true, no upcoming
deprecation). Subclasses including TestAnthropicPassthroughBasic
inherit these methods.
test_anthropic_messages_streaming_cost_injection hits the proxy's
/v1/messages route, which routes via the anthropic/* wildcard to
api.anthropic.com. The 404 surfaced in the test was Anthropic's own
not_found_error propagated back through the proxy (visible from the
x-litellm-model-id hash on the response — the proxy did route).
Same root cause as the prior commit: the legacy claude-4-sonnet-20250514
alias is no longer recognized by Anthropic's main API under the new key.
Swap to claude-haiku-4-5-20251001 — same routing path, canonical model.
Three live-API tests pinned to claude-4-sonnet-20250514, which is a
non-canonical alias of claude-sonnet-4-20250514. Anthropic's main API
no longer resolves the legacy form under freshly issued keys, so the
tests fail with not_found_error. The token counter test pinned to
claude-sonnet-4-20250514 itself (deprecation_date 2026-05-14, two weeks
out) was on borrowed time too.
Bump all four to claude-haiku-4-5-20251001 — capability superset for what
these tests exercise (streaming, parallel tool calling, extended thinking,
token counting), no upcoming deprecation, cheaper per-token.
* fix(proxy): re-validate user_id ownership after /user/info re-parses query
The route-level access check in `RouteChecks.non_proxy_admin_allowed_routes_check`
reads `request.query_params.get("user_id")`, which decodes literal `+` to
spaces. The endpoint then re-parses the raw query string with `urllib.unquote`
in `get_user_id_from_request` to preserve `+` characters (so plus-addressed
emails work as user_ids). Those two paths produce different ids: a caller
who registered a user_id containing a literal space could pass the route
check and then read another user's row by sending the encoded `+` form.
Add `_enforce_user_info_access` and call it after `_normalize_user_info_user_id`
returns the final id. Proxy admin / view-only admin still bypass; everyone
else must match the resolved user_id (or have no user_id, which falls back
to the caller's own id later in the handler).
Tests cover the admin bypass, owner-match path, and the cross-user lookup
that this change blocks.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(proxy): apply user_info ownership check to PROXY_ADMIN_VIEW_ONLY
`_enforce_user_info_access` was bypassing both PROXY_ADMIN and
PROXY_ADMIN_VIEW_ONLY, but the upstream route check in
`RouteChecks.non_proxy_admin_allowed_routes_check` only treats
PROXY_ADMIN as a true admin for the `/user/info` route — view-only
admins go through the `user_id == valid_token.user_id` enforcement
along with regular users. Mirroring that asymmetry left the same
encoded-`+` bypass open for view-only admins whose user_id contains a
literal space.
Drop the PROXY_ADMIN_VIEW_ONLY exemption so the post-decode re-check
matches the upstream rule. Update tests: a view-only admin must now
be blocked from cross-user lookups but still allowed to read their
own row.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: yuneng-jiang <yuneng@berri.ai>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(batches): count non-chat tokens and validate every model in batch file
Two security control bypasses on POST /v1/batches:
1. `_get_batch_job_input_file_usage` only summed tokens for
`body.messages` (chat completions). Embedding (`input`) and text
completion (`prompt`) batches reported zero, letting massive
non-chat workloads slip past TPM rate limits. Extend the counter
to handle string and list shapes for both fields.
2. The batch input file was forwarded to the upstream provider
without inspecting the models named inside the JSONL — only the
outer `model` query parameter was checked against the caller's
allowlist. A caller restricted to gpt-3.5 could submit a batch
targeting gpt-4o and the upstream would execute it under the
proxy's shared API key.
Add `_get_models_from_batch_input_file_content` (returns the
distinct `body.model` values) and call it from
`_enforce_batch_file_model_access` in the pre-call hook, which runs
each model through `can_key_call_model` so the same allowlist
semantics (wildcards, access groups, all-proxy-models, team aliases)
the proxy enforces on `/chat/completions` apply here too. Any
unauthorized model raises a 403 before the file is forwarded.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(batches): count pre-tokenized prompt/input shapes, classify 403 logs
Two follow-ups from the Greptile review on the batch validation PR:
1. P1 TPM bypass via integer token arrays. The OpenAI batch schema
accepts ``prompt`` and ``input`` as ``list[int]`` (a single
pre-tokenized prompt) or ``list[list[int]]`` (multiple) in addition
to the string and ``list[str]`` shapes. Pre-fix only the string
shapes were counted, so a caller could submit a batch with hundreds
of millions of pre-tokenized tokens and the rate limiter would
record zero. Extract the per-field logic into
``_count_prompt_or_input_tokens`` and count each int as one token.
2. P2 access-denial logs were indistinguishable from I/O failures.
``count_input_file_usage`` caught every exception under a generic
"Error counting input file usage" message, so an intentional 403
from ``_enforce_batch_file_model_access`` looked the same in the
logs as a missing file or a Prisma timeout. Catch ``HTTPException``
separately and log 403s at WARNING level with a security-relevant
message before re-raising.
Tests cover the new shapes: single ``list[int]``, ``list[list[int]]``
(the worst-case bypass vector), and embeddings ``input`` with
pre-tokenized arrays.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Reset the policy ID index during policy engine test cleanup so stale policy versions cannot leak between tests.
Co-authored-by: Cursor <cursoragent@cursor.com>
Mark runtime-created policies and attachments initialized so global policy attachments created from the policy builder apply immediately without requiring a restart.
Co-authored-by: Cursor <cursoragent@cursor.com>
When a team grants /key/list via team_member_permissions, non-admin members
should see all keys for that team — same as a team admin. Previously the
classification in list_keys() only checked admin status, so permitted
members fell into the service-account-only path and could not see other
members' personal keys. Routes those members into the full-visibility set.
Replaces the previous intersect-with-team.access_group_ids check, which
made the override unreachable in practice (the team-gate fallback already
covered every case the intersection allowed). The override now resolves
each of the key's access_group_ids via get_access_object and accepts the
group only if its assigned_team_ids includes the key's team_id, or its
assigned_key_ids includes the key's token. This fulfills the original ask
(a key can extend a team's allow-list via a group the admin granted to
that team or that specific key) while still rejecting foreign groups
referenced by team members of other teams.
`os.path.relpath` with no `start` arg uses the current working
directory, so running pytest from a subdirectory produced a
different Redis key than running from the repo root. CI-recorded
cassettes and locally-replayed runs would silently miss each
other's cache.
Anchor the path to the repo root (derived from `__file__`) so the
key is stable regardless of CWD.
https://claude.ai/code/session_018uCx7pcrkdUJZrCVMaTdPx
Greptile P1: the unsafe-method branch of `_check_proxy_admin_viewer_access`
ended with a blanket `if route in management_routes: return`. That set is a
mix of reads (info/list — handled via the safe-method GET branch above) and
writes. The fallback let Admin Viewer POST to write endpoints not enumerated
in `_ADMIN_VIEWER_BLOCKED_WRITE_ROUTES`, including:
- /team/block, /team/unblock, /team/permissions_update
- /jwt/key/mapping/{new,update,delete}
- /key/bulk_update
- /key/{key_id}/reset_spend
Remove the fallback. The two remaining allow sets (admin_viewer_routes and
global_spend_tracking_routes) are both read-only, so removal does not affect
the legitimate POST-as-read cases (e.g. /spend/calculate, which is in
spend_tracking_routes ⊂ admin_viewer_routes).
Tests:
- 8 new parametrized cases pinning each previously-leaking management write
endpoint to 403 on POST for PROXY_ADMIN_VIEW_ONLY.
The reservation path (PR #26845) atomically pre-fills `spend:user:{user_id}`
and admits at the strict-`<` boundary. The legacy `_PROXY_MaxBudgetLimiter`
pre-call hook re-reads the same counter with `>=`, so a reservation that
fills the counter to exactly `max_budget` (e.g. a request without a
`max_tokens` cap that falls back to reserving the smallest remaining
headroom) is rejected by the hook even though the reservation already
admitted it.
Skip the hook when the request's active `budget_reservation` covers
`spend:user:{user_id}`. The reservation is the source of truth for that
counter cross-pod; the legacy `>=` path remains in place for requests
without a reservation (e.g. paths that bypass the reservation entirely).
Reproduces as `tests/otel_tests/test_prometheus.py::test_user_budget_metrics`
on a fresh user with `max_budget=10` calling `fake-openai-endpoint` without
`max_tokens`. Adds focused unit coverage in
`tests/test_litellm/proxy/hooks/test_max_budget_limiter.py`.
A team member could set any access_group_ids on their key (e.g. a group
assigned only to a different team) and override the team's model
restriction. Intersect the key's access_group_ids with team_object.access_group_ids
in _key_access_group_grants_model so foreign groups are dropped before
model expansion. Adds a regression test that asserts expansion is never
called for foreign groups.
Greptile flagged two follow-ups on the OpenAPI/local-registry pre-call
check:
1. **P1 runtime crash via None proxy_logging_obj.**
`kwargs.get("proxy_logging_obj")` is `None` on the MCP entry path,
and `pre_call_tool_check` calls `proxy_logging_obj._create_mcp_request_object_from_kwargs`
unconditionally after the security checks, which would have crashed
every legitimate call with `AttributeError`. Source the logging
object from `litellm.proxy.proxy_server` the same way
`_handle_managed_mcp_tool` already does.
2. **P2 authorization-bypass window when mcp_server is None.**
Previously the new check was guarded by `if mcp_server is not None`,
so any local tool whose registry entry had no resolvable server (a
startup-race window before `_initialize_tool_name_to_mcp_server_name_mapping`
completes, or an orphaned registry entry) ran without the security
check. Tools registered via openapi_to_mcp_generator are always tied
to a server, so a missing one is a configuration/timing fault — fail
the call with 503 instead of dispatching unguarded.
Tests: existing two pass with an added assertion that
`proxy_logging_obj` is non-None at the call site, plus a new test that
covers the 503 deny branch when the tool→server mapping is missing.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The endpoint builder in BedrockCountTokensConfig.get_bedrock_count_tokens_endpoint
percent-encodes the model id as a single path segment (d4dd865b1a, path-traversal
hardening). Update the four endpoint-URL assertions in TestBedrockCountTokensEndpoint
to expect `amazon.nova-lite-v1%3A0` instead of the literal `:0`, matching production
behavior already covered by test_count_tokens_endpoint_encodes_model_id.
_normalize_operation_ids referenced HTTP_METHODS but only HTTP_METHOD_SUFFIXES is defined, raising NameError on snapshot generation and failing test_lazy_openapi_snapshot. The constant was renamed in an earlier merge without updating these two references; values are identical sets of HTTP method names.
`execute_mcp_tool` dispatches in two ways: managed MCP servers go
through `_handle_managed_mcp_tool`, which calls
`MCPServerManager.pre_call_tool_check` to enforce allowed/banned tool
lists, key/team `object_permission` tool grants, and parameter
validation. OpenAPI-backed tools, however, were resolved via
`global_mcp_tool_registry` and dispatched directly to
`_handle_local_mcp_tool` — entirely skipping `pre_call_tool_check`.
A caller could invoke any registered OpenAPI tool regardless of their
key/team permissions, including administrative or destructive
operations on the upstream API.
Run `pre_call_tool_check` before the local-registry dispatch whenever
the resolved server is set (the same condition used to surface server
context to the managed path). Honor any guardrail-modified arguments
the hook returns. Errors raised by the hook propagate up before
`_handle_local_mcp_tool` runs.
Tests cover both directions: the pre-call hook fires when the local
tool resolves alongside a server, and a hook-raised HTTPException
prevents the local handler from being invoked.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Merge of #26845 kept the PR's _should_skip_budget_checks helper but lost staging's upgrade to _get_model_from_request_context, so zero-cost models resolved from request headers/query params no longer skipped budget checks. Route the helper through _get_model_from_request_context so this path matches the other 8 model-resolution sites in the file.
`get_daily_spend_from_prometheus` was interpolating the `api_key`
query parameter into a PromQL `hashed_api_key="..."` label matcher
with an f-string. Any caller of `/global/spend/logs` could inject a
bare `"` to terminate the matcher and append arbitrary PromQL
operators or extra metric selectors, exfiltrating cross-tenant
telemetry from the connected Prometheus instance.
Replace the f-string with `_quote_promql_string_literal`, which uses
`json.dumps` to render a complete Go-compatible double-quoted literal.
PromQL string literals follow Go's escape rules per
https://prometheus.io/docs/prometheus/latest/querying/basics/, and
JSON's quoting is a strict subset, so the same escape covers
backslash, embedded quote, and control-character cases without rolling
a bespoke escape table.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Yuneng Jiang