* ci: benchmark and gate an installed release wheel
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: simplify installed-wheel benchmark check
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(rust): add native tokenizer codec
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(tokenizer): route Python tokenization through the Rust extension
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(lint): format tokenizer call
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(packaging): restore runtime dependencies and native images
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(tokenizer): preserve Python SDK behavior with Rust tokenizers
* fix(tokenizer): restore compatibility paths
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(tokenizer): count custom tokenizers directly
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(tokenizer): preserve caller-supplied Python tokenizer counts
* fix(tokenizer): reuse packaged vocabularies in the native wheel
* refactor(rust_bridge): route token counting through the catalog as RUST_OPT_IN
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(spend_tracking): compare tokenizer groups by value
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(deps): re-resolve filelock under the <4.0 pin
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(llms): align transformation override signatures with base configs
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* build(rust): use fat LTO to keep the native wheel under the 35 MB limit
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(tokenizer): preserve Python defaults with opt-in Rust dispatch
* test(proxy): tolerate missing litellm.utils.Tokenizer when patching it
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): patch the tokenizer dispatch function instead of the removed alias
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(tokenizer): give the Rust wrappers the tiktoken and tokenizers surface
Callers of litellm.encoding and litellm.create_tokenizer must see the same
read-only API whichever backend the catalog selects.
- OpenAIEncoding mirrors tiktoken.Encoding: n_vocab, max_token_value,
token_byte_values, encode_single_token, encode_with_unstable,
encode_to_numpy, decode_with_offsets, is_special_token, repr; the Rust
tiktoken crate keeps a Vocabulary beside each CoreBPE and reports the
requested encoding name (gpt2 stays gpt2).
- HuggingFaceTokenizer mirrors the read-only tokenizers.Tokenizer surface
(token_to_id, id_to_token, get_vocab, get_vocab_size,
get_added_tokens_decoder, num_special_tokens_to_add, padding, truncation,
encode_special_tokens, from_buffer); HuggingFaceEncoding gains the
char/word/token lookups, pad, truncate, set_sequence_id and merge.
Mutators stay on the Python tokenizer.
- from_json/from_pretrained claim the fork gate only when the huggingface
feature is compiled in; the surrogate fallback matches on the Codec.
- Tokenizer caching is keyed on the same catalog Context the dispatch runs
on; rust_tokenizer reads the encoding name without loading an encoding;
LITELLM_RUST parsing is cached.
- Drop the unused tiktoken_encoding_for_model export and Error::Download.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
* fix(tokenizer): close the exhaustive matches with assert_never
CodeQL reads a `match` over a Literal with no default arm as an implicit
`None` return. `assert_never` makes the exhaustiveness explicit for both the
HuggingFace tokenizer loader and the Rust token-counter factory.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
* feat(tokenizer): derive the fast counter from the shared tokenizer
The count-only counter (`fast` feature) and the codec each parsed the same
artifact: TokenCounter took the Anthropic JSON and the tiktoken rank files
from Python while Tokenizer loaded them again. One parse now serves both.
- FastTokenizer builds from a model another loader holds: `from_shared`
takes the Arc<tokenizers::Tokenizer> the HF codec keeps, and
`from_*_pairs` take the ranks the tiktoken vocabulary already parsed.
- `FastCounter::fast_counter` in the core crate derives it from either codec;
encodings the fast scanner does not reproduce are refused.
- Native `Tokenizer.count(text, fast=False)` opts into that counter, built
once per tokenizer on first use; `TokenCounter.from_tokenizer(tokenizer,
fast=False)` replaces the JSON and rank-file constructors.
- The Python route counts over the native tokenizers the codec path shares
(`native_encoding`, `native_anthropic`) and no longer reads rank files;
the packaged Anthropic tokenizer has one loader, `tokenizer_dispatch.anthropic`.
- Public wrappers gain `count(text, fast=False)`.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
---------
Co-authored-by: Yujong Lee <yujong@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
get_user_object wrapped every failed read, a refused connection included, in
ValueError("User doesn't exist in db ..."), so JWT callers got a 401 naming a
missing user while Postgres was down and virtual-key callers got 503
no_db_connection for the same outage. A connection or transport error now
propagates as-is and the auth exception mapper answers 503 no_db_connection;
a genuinely missing row and query-level errors still answer 401.
The MCP auth and token-exchange docstrings and the exception-chain helper's
docstring described the old wrap and are updated to the new contract.
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Use contextlib.suppress for the cancelled task in stop_view_setup_task, make the legacy prisma setup test inject a plain mock for the synchronous start_view_setup_task and assert it is called, and drop the docstrings the branch added to tests
The proxy used to boot with no master key (every request accepted without
authentication) and with sk-1234, the key every example used. It now stops at
startup, before it connects to the database, and prints how to fix it: where the
bad key came from, a copy-pastable command that generates a secure key, and,
when the public key is also encrypting a database, a link to the rotation guide
general_settings.dangerously_allow_unsafe_proxy: true or
LITELLM_DANGEROUSLY_ALLOW_UNSAFE_PROXY=true starts the proxy anyway, for local
development. CI and test boots that rely on sk-1234 or on no key set it
BREAKING CHANGE: deployments with no master key, an empty one, or sk-1234 no
longer start until they set a real key or opt in to the override
POST /config/update compared litellm_settings after lowercasing the
callback list, so a config file spelling a callback in mixed case refused
the same list sent back, and it stored every general_settings model default
next to the keys the request set. Both now use the request as sent; only
the stored callback list is lowercased.
Also drops config_data from the router settings reload callers the previous
commit left behind and teaches the legacy MockProxyConfig the ownership
check.
Key metadata disable_fallbacks only lands on data during add_key_level_controls,
so the local rate-limit fallback retry now rechecks it post pre-call. Also use a
real UserAPIKeyAuth in the skip pre-call test since the path reads router_settings
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
The fallback retry in _pre_call_with_fallbacks re-entered common_processing_pre_call_logic with data already enriched by the first pass, so add_litellm_data_to_request deep-copied a metadata dict holding the live OTel span and the request failed with a 500 (cannot pickle '_thread.RLock') instead of the intended 429 or fallback. Capture the configured fallbacks and a snapshot of the client request before the first pass, look up the fallback chain by the normalized model group after the limiter raises, and run each fallback attempt on a fresh copy of that snapshot. Replaces the mock-heavy tests with a rig that runs the real v3 limiter and a live OTel span through the proxy_logging_obj seam
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Drop the model_access_denied_message setting, its {model} template, the DB
override entry and the Admin UI field. Model access denials now always return
the fixed client message while the allowlist diagnostic is logged at the final
HTTP, realtime and MCP boundaries
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
A team can now carry a per-model budget map that every key on the team
inherits. A key's own model_max_budget entry for the same model takes
precedence, so it is gated on and billed to the key alone.
Backend: NewTeamRequest/UpdateTeamRequest accept model_max_budget (validated
like the key-level field, enterprise gated); the value is hydrated onto
UserAPIKeyAuth via the token view, TeamGrants and the carried budget state;
_check_team_model_budget enforces it in the centralized common checks; the
limiter meters spend under team_model_spend:<team>:<model>:<duration> and
skips the team counter when the key overrides; /team/update lets only a
proxy admin raise, re-window or drop a cap; /team/info exposes usage.
The Anthropic context-management compaction summary subrequest runs the
same team gate. Both fallback token-view SQL definitions project the column.
UI: team create and edit forms reuse the key-level ModelMaxBudgetEditor,
premium gated, sending {} to clear and omitting unchanged fields.
A key entry overrides the team cap only when it spend-gates the model
(non-negative max_budget); a row that only carries tpm/rpm limits or a
negative cap leaves the team cap in force.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
The merge with litellm_internal_staging resolved the test file by taking this
branch's copy whole, which discarded the two tests staging had appended to the
same end-of-file region:
test_delete_evicts_cache_after_row_is_gone
test_update_evicts_old_and_new_cache_keys_after_write
Both sides only appended, so the conflict was additive and nothing had to be
chosen between them. The eviction code those tests cover did survive in
jwt_key_mapping_endpoints.py, so the branch was shipping it untested.
Appending staging's block restores them alongside the nine resolver tests here.
The file is now a superset of both sides, verified line by line, and the test
quality count stays at the baseline of 28 because staging's block carries its
own test-quality-ok suppressions.
A JWT key mapping can now name its virtual key by the SHA-256 hash the proxy
already stores, instead of only by the plaintext key.
litellm_key makes its generated key write-only so raw keys stay out of Terraform
state, and write-only attributes cannot be referenced at all, so the natural
wiring fails while planning, in every apply ordering:
Error: Missing required argument
with litellm_jwt_key_mapping.example
key = litellm_key.example.key
The argument "key" is required, but no definition was found.
The only way out today is supplying the plaintext from a variable or a secret
manager, which means the mapped key cannot be one the proxy generated and the
configuration has to carry a credential. The value the mapping stores is
hash_token(key), which is the same hash litellm_key already exports as
token_id, and a hash is not a credential, so accepting it closes the gap:
resource "litellm_jwt_key_mapping" "service" {
jwt_claim_name = "client_id"
jwt_claim_value = "reporting-service"
token_id = litellm_key.service.token_id
}
CreateJWTKeyMappingRequest and UpdateJWTKeyMappingRequest gain an optional
token. Create requires exactly one of key or token, update accepts at most one,
and omitting both still leaves the mapped key alone. A supplied token must be 64
lowercase hex characters, because hash_token() hashes unconditionally and a
plaintext key sent as token would be stored as a hash of a hash, then silently
match nothing at auth time. Both rejections are 400s raised before the row is
written.
On the provider side, key becomes Optional with ExactlyOneOf{key, token_id} and
token_id is added next to it. token_id is not marked sensitive since a hash is
not a credential, both fields are omitempty on the wire so the proxy receives
only the one that was configured, and a failed update reverts token_id for the
same reason it already reverts key.
key keeps working unchanged and existing state is untouched. The only change to
it is Required to Optional, which no existing configuration can violate.
* fix(proxy): surface runtime-registered callbacks in /get/config/callbacks
Config-file callbacks fire at runtime but never appear in the UI Logging
and Alerts page because /get/config/callbacks only reads the DB-merged
config. Append runtime-registered callbacks from LoggingCallbackManager
as read-only rows, deduplicated against configured rows via alias
normalization. UI hides edit/delete/test actions for read-only rows.
* fix: filter internal proxy hooks from runtime callbacks, update test
- Filter _PROXY*, ShadowEval, ServiceLogging, SkillsInjection, ResponsesID prefixes
- Update test to exclude read_only rows from count assertions
- Still allows deployment/guardrail callbacks to surface if configured
Note: comprehensive internal-hook filtering deferred, live-pr-risk will
observe real behavior on running proxy.
* fix: guard non-list config callbacks in get_config, use monkeypatch in tests
- Line-concat type error: normalize_callback now returns empty list for non-list types (dict/tuple/set) instead of passing through unchanged; prevents TypeError when config values are non-list
- Test quality TQ005: replace manual try/finally save-restore of litellm.callbacks with monkeypatch.setattr in test_get_config_callbacks_appends_runtime_only_callbacks and test_get_config_callbacks_redacts_runtime_only_row_secrets_for_view_only_admin
- Ruff format: wrap _internal_callback_prefixes tuple and isinstance check across multiple lines to respect 120-char limit
- All three new tests pass
* fix: rework runtime callback inventory filtering and dedup
- Filter internal proxy hooks by name: _PROXY_ prefix plus fixed internal names (cache, _ProxyDBLogger, deployment callbacks, service hooks)
- Hide guardrail instances and runtime instances of already configured callbacks via CustomLoggerRegistry class lookup
- Sort runtime rows and dedup per mode for stable output
- normalize_callback returns tuples for str/None/list config values and empty for any other type
- Tests mock get_callbacks_by_type explicitly and pin the exact row set; UI test covers read_only action hiding
* fix: list dict-shaped callback config values by their keys
Dict-valued success_callback/failure_callback/callbacks settings previously listed their keys as editable rows; keep that behavior instead of dropping them to read-only runtime rows. Adds a pin test for the dict shape.
* fix: mark dotted-path callbacks read-only to prevent duplicate display
Configured callbacks loaded from dotted Python paths (e.g. custom_callbacks.my_logger) are never matched against runtime instances by name because the registry uses short canonical names (e.g. langsmith, arize). Mark these rows read-only to prevent the UI from attempting delete operations that would fail at the endpoint level anyway.
* fix: dedupe dotted-path callbacks by instance module instead of marking them read-only
A dotted-path callback loaded from config registers as an object, so it
surfaces at runtime under its class name and never matched the configured
string, producing a second row. Marking the config row read_only hid the
duplicate but also hid delete, which does work for these rows.
Match the live instance back to its configured entry by module and drop it
from the runtime rows, so the callback stays a single editable row.
* test: cover dotted-path dedup across success, failure, and callbacks modes
* fix(proxy): filter runtime callback inventory by object identity and label read-only rows in the UI
Runtime-only rows were filtered by callback name, which missed initialized
CustomLogger instances, router and proxy hook methods, guardrails, and
user functions. The inventory now inspects the live callback objects
through a public LoggingCallbackManager.get_callback_objects accessor
and hides litellm-internal hooks, guardrails, and instances of already
configured callbacks. The dashboard shows a Read only label for
runtime-only rows instead of an empty action cell
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): keep configured-callback assertions minimal when runtime rows are present
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): hide internal cache string callback from runtime callback inventory
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): hide auto-registered vector store hook from callback inventory
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): keep YAML OTel-family callbacks listed next to a configured one
arize, weave_otel and langfuse_otel all initialize OpenTelemetry subclasses, so hiding runtime
callbacks by configured class made one saved OTel callback swallow its YAML siblings. Match runtime
instances by their own callback_name and only fall back to class identity for bare OpenTelemetry
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): cover scalar and null YAML callback keys in callback inventory
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(proxy): drop docstrings that restate callback inventory helpers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): keep runtime-only s3 and sqs callbacks in UI Logging inventory
_is_litellm_internal_callback checked registry membership with the display alias (s3, sqs), which is not a registry key, so runtime-only S3Logger and SQSLogger instances were classified as internal and dropped from /get/config/callbacks. Check the registered name instead and cover both loggers in the internal-exclusion regression test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
