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Author SHA1 Message Date
yuneng-jiang
55c9c6af17
Merge pull request #50849 from BerriAI/litellm_rc109_beta_header_test_bundled_config
test: repair four failing tests on rc/1.109.0
2026-11-10 00:34:14 -08:00
Yuneng Jiang
e4f74548a3
test(integration): cap the OAuth metadata lookup in the mixed capabilities subscription case
The second server in this case is a plain MCP SDK server registered as
oauth_delegate. The gateway's first catalog listing waits for that server's
OAuth metadata lookup, which never resolves and runs for the full
MCP_METADATA_TIMEOUT of 10 seconds. The MCP SDK client also gives
server/discover 10 seconds, so the case passed or failed on about a tenth
of a second of head start.

Setting LITELLM_MCP_METADATA_TIMEOUT to 5 for this case keeps the lookup
well inside the client limit. The case still asserts that subscription
changes are delivered and tools are refreshed across both servers.
2026-11-09 23:57:47 -08:00
Mateo Wang
d993377396
test(integration): give each kill-burst its own prompts so cached control replies cannot stand in for late traffic (#50569)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
(cherry picked from commit 0d0bf8f75f)
2026-11-09 23:57:47 -08:00
Yuneng Jiang
f8eeb05ba8
test(integration): empty the shared client cache before the tier pin batch test
The test stores its recording Redis client in litellm's shared client
cache with the default ttl. When earlier tests in the same process have
filled that cache with longer lived clients, the next insert evicts the
recording client, the pin is read through a fresh client, and the test
sees no commands on the wire.
2026-11-09 22:41:32 -08:00
Yuneng Jiang
9eedf608e7
test(vertex_ai): read the bundled beta header config in the prompt caching scope test
The test read whatever config the previous test left loaded. The
local_beta_headers_config fixture reloads from the hosted file on main
at teardown, and since #49409 that file lets vertex_ai send
prompt-caching-scope-2026-01-05 as a header, which this line's bundled
config does not.
2026-11-09 22:31:39 -08:00
yuneng-jiang
d55668e253
Merge pull request #50795 from BerriAI/litellm_rc109_drop_gemini_empty_n
test(integration): drop the empty-string n case from the Gemini long decode test
2026-11-09 18:39:55 -08:00
Yuneng Jiang
33898503ab
test(integration): drop the empty-string n case from the Gemini long decode test
Google AI Studio answers generationConfig.candidate_count "" with a 400 before it generates anything, so the truncated 200 this case scripts is a reply Google never gives. The other malformed count and cap cases stay.

This also removes the skip that covered only that case on this line.
2026-11-09 17:39:27 -08:00
yuneng-jiang
efebe3a567
Merge pull request #50757 from BerriAI/litellm_rc109_together_repin
test(e2e): backport the Together reasoning replay repin (#50601) to rc/1.109.0
2026-11-09 16:56:46 -08:00
yuneng-jiang
5d0935b361 test(e2e): repin the Together reasoning replay backend to MiniMax-M3.1-Flash (#50601)
MiniMax-M3 reached its 2026-11-06 deprecation date in the cost map, which names MiniMax-M3.1-Flash as its successor

(cherry picked from commit 1d06a1ca69)
2026-11-09 15:17:15 -08:00
yuneng-jiang
7f88a33e89
Merge pull request #49978 from BerriAI/litellm_chore_9d4b6e
Some checks failed
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LiteLLM Rust / rust-lint (push) Has been cancelled
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LiteLLM Rust / rust-wheel (push) Has been cancelled
chore: rebuild Admin UI bundle on rc/1.109.0
2026-11-03 15:58:57 -08:00
Yuneng Jiang
b77e4a2221
chore: update Next.js build artifacts (2026-11-03 23:55 UTC, node v24.19.0) 2026-11-03 15:55:52 -08:00
yuneng-jiang
9aa05b3e2a
Merge pull request #49945 from BerriAI/litellm_e2e_qualification_rc109
test(e2e): backport qualification repairs to rc/1.109.0
2026-11-03 13:41:20 -08:00
Yuneng Jiang
1e5cfe8ba9
test(e2e): backport qualification repairs to rc 1.109.0 2026-11-03 13:35:27 -08:00
Mateo Wang
eb505add5b
Merge pull request #49724 from BerriAI/litellm_backport_49692_rc_1_109_0
fix(bedrock): backport #49692 to rc/1.109.0
2026-11-03 20:22:48 +00:00
Yuneng Jiang
298f12dfd7
Merge remote-tracking branch 'origin/rc/1.109.0' into litellm_backport_49692_rc_1_109_0 2026-11-03 12:20:02 -08:00
Yuneng Jiang
7eb7357dda
chore: correct rc 1.109.0 subpackage patch versions 2026-11-03 12:20:02 -08:00
yuneng-jiang
26654fc154
Merge pull request #49770 from BerriAI/litellm_rc109_ledger_fault_injection
test(integration): fix rc109 ledger transaction expiry
2026-11-02 18:36:03 -08:00
Yuneng Jiang
da336da4b5
test(integration): preserve ledger transaction policy during fault injection 2026-11-02 18:29:34 -08:00
yuneng-jiang
6cd9a36ce5
Merge pull request #49754 from BerriAI/litellm_rc109_finish_integration_repairs
test(integration): finish rc/1.109.0 qualification repairs
2026-11-02 17:30:51 -08:00
Yuneng Jiang
fbcc0e75bf
test(integration): bind Messages checks to gateway credentials 2026-11-02 17:03:01 -08:00
Yuneng Jiang
9f0942ef04
test(integration): finish rc/1.109.0 qualification repairs 2026-11-02 16:39:07 -08:00
yuneng-jiang
f8c93132fb
Merge pull request #49727 from BerriAI/litellm_rc109_confirmed_product_fixes
fix: backport metadata and metric repairs to rc/1.109.0
2026-11-02 16:22:22 -08:00
yuneng-jiang
20acb3f038
Merge pull request #49746 from BerriAI/litellm_rc109_defer_malformed_gemini_count
test(integration): defer empty-count Gemini cases on rc/1.109.0
2026-11-02 16:16:09 -08:00
Yuneng Jiang
b09a68b038
test(integration): defer empty-count Gemini cases on rc/1.109.0 2026-11-02 16:01:15 -08:00
Yuneng Jiang
0c466b05ce
test: use explicit prices in cost calculation checks 2026-11-02 13:29:56 -08:00
Yuneng Jiang
a63b543044
fix(ollama): include provider declaration helper for the RC 2026-11-02 13:14:38 -08:00
Yuneng Jiang
322457c62b
fix(ollama): keep capability and pricing lookups local 2026-11-02 13:10:29 -08:00
Yuneng Jiang
4f53e29bed
fix(prometheus): retain deployment attribution on proxy failures 2026-11-02 13:05:38 -08:00
yuneng-jiang
7b223286b0
Merge pull request #49716 from BerriAI/litellm_rc_1109_remaining_integration_checks
test(integration): backport remaining qualification checks to rc/1.109.0
2026-11-02 12:43:21 -08:00
Yuneng Jiang
4eb5e1e326
test(integration): scope offline resolution to the restricted runner 2026-11-02 12:14:21 -08:00
Yuneng Jiang
5133050db6
test(integration): align remaining release qualification checks 2026-11-02 12:10:25 -08:00
mateo-berri
7d8226d965 chore: bump litellm-proxy-extras 0.4.112 -> 0.4.112.post1
litellm-proxy-extras/ changed on this line since v1.109.0-dev.2, and PyPI already has litellm-proxy-extras 0.4.112, so the release would skip publishing it and ship the line without those litellm-proxy-extras/ changes
2026-11-02 11:56:58 -08:00
mateo-berri
9e4d2dc9a4 chore: bump litellm-enterprise 0.1.81 -> 0.1.81.post1
enterprise/ changed on this line since v1.109.0-dev.2, and PyPI already has litellm-enterprise 0.1.81, so the release would skip publishing it and ship the line without those enterprise/ changes
2026-11-02 11:56:57 -08:00
zoveki
de1756a9f5 fix(bedrock)!: give Invoke and Mantle Claude the model's own default max_tokens (#49692)
* fix(bedrock): resolve Invoke Claude default max_tokens from the base model id

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(bedrock): build Invoke Claude request params without mutating

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(bedrock): type tool-search normalizer return to clear unknown-type gate

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(bedrock): resolve Invoke and Mantle Claude default max_tokens from the deployment id, ARN base_model, and Mantle row

* fix(bedrock): default Invoke Claude max_tokens from the deployment's own cap and honor AnthropicConfig

Read the called deployment's model_info.max_output_tokens before the base model's
cost row, skip the shared regional key the router fills from every deployment, and
leave the default to litellm.AnthropicConfig(max_tokens) when it is set.

* fix(bedrock): send the mapped default max_tokens on bedrock_mantle Claude chat

* fix(bedrock): bound a global AnthropicConfig max_tokens by the deployment's own cap

* test(bedrock): annotate the new Mantle default max_tokens tests with Final

* refactor(bedrock): inject the AnthropicConfig max_tokens reader into the Invoke Claude config

---------

Backport of #49692 to rc/1.109.0
Cherry-picked from 6be98d8c75 (main)

Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-11-02 11:46:35 -08:00
yuneng-jiang
af70233681
Merge pull request #49694 from BerriAI/litellm_rc_1109_migration_lock_test
test(integration): backport release qualification repairs to rc 1.109.0
2026-11-02 11:27:20 -08:00
Yuneng Jiang
d77199e03a
test(integration): repair stale contract fixtures 2026-11-02 11:03:32 -08:00
Yuneng Jiang
db495be502
test(integration): scope migration lock checks on rc 1.109.0 2026-11-02 10:18:07 -08:00
9504 changed files with 337149 additions and 686992 deletions

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---
name: database-access
description: Organize database repositories and proxy dependency wiring, manage connection ownership, or port Prisma operations to Rust and SQLx without expanding migration scope
metadata:
internal: true
---
# Database access
## Situations
- Adding a query or an operation to a repository, read [adding a query](references/python-repository.md#adding-a-query)
- Moving existing Prisma calls behind a repository, read [moving existing access](references/python-repository.md#moving-existing-access-into-a-repository)
- Porting a repository from Prisma to Rust and SQLx, read [porting to SQLx](references/python-repository.md#porting-a-repository-to-sqlx)
- Injecting a repository into a route, read [Python and FastAPI](references/python-fastapi.md) or [Rust and Axum](references/rust-axum.md)
## Adding new database access
- Put Python database access behind an operation in `litellm/repositories`
- Give each repository its own FastAPI provider, so a route builds only the repositories it uses
- A provider borrows existing handles and performs no database I/O during construction
- Define the operations a route calls as a Protocol in `litellm/models/<feature>.py`, next to its domain types
- The Protocol takes and returns domain types, never Prisma models, raw rows or serialized payloads
- Parsing and serialization of stored values live in the repository
- Add a Protocol when a repository gets a provider, not up front for every repository
- Keep query execution inside the repository, with one implementation per repository and no backend switch or fallback
- A repository is either all Prisma or all native, never a mix of both
- Prisma is fine for the implementation, adding a query does not require a Rust port
- Native Rust callers use `litellm-rust/crates/db` directly
## Framework wiring
- Python routes receive a per-repository dependency such as `UserBannerRepositoryDep` and call its operations, such as `banners.get_banner()`
- `DatabaseDep` lives in `litellm/proxy/deps/database.py`, repository providers in `litellm/proxy/deps/repositories.py`
- A provider returns the feature's Protocol, so routes never see which backend implements it
- Dependencies used by one feature only, like the banner audit binding, stay next to that feature's routes
- Repositories never import FastAPI, so jobs and helpers can use them without a request
- Use named FastAPI providers with `Annotated[..., Depends(...)]`, ordinary helpers and jobs receive explicit arguments
- Preserve each route's no-database behavior, authorization precedence and background-task scheduling
- Read [Python and FastAPI](references/python-fastapi.md) for provider examples, lifespan state and route verification
- Read [Rust and Axum](references/rust-axum.md) when adding database access to Rust handlers
## Connection ownership
- Keep connection setup and shutdown separate from repositories, which own no pools
- Reuse existing handles, never connect per request or disconnect from a repository operation
- Give each pool one owner for setup and shutdown, borrowed handles never close it
- Finish requests, jobs and queued database work before closing connections
- Clean up resources opened before a startup failure, without a second disconnect fallback
- Add a backend to the existing lifecycle owner and pass its handle only to repositories that need it
- Preserve cancellation, timeout, error and transaction semantics across the native bridge
## Changing ownership or reloading resources
- Inventory initialization, reload, tests, background jobs and shutdown together
- Move every writer when changing authoritative storage, copying a replaceable global into state is insufficient
- A frozen repository does not make its clients immutable
- Decide whether each request captures one resource generation or reads it again during processing
- Build and validate replacements before publishing them, preserving the old generation on failure
- Serialize reloads and coordinate publication with shutdown
- Drain streams and background users before retiring old resources, retaining every generation grows resource use
- Define multi-worker coordination separately from an in-process swap
- Choose mechanisms such as `ArcSwap` only after defining publication, capture and retirement
## Migration context and boundaries
- Long-term direction is to centralize Python database access in repositories, then replace their Prisma implementations with Rust APIs one repository at a time
- Prisma and native repositories coexist during the transition, unrelated existing calls can stay as they are
- Prisma and SQLx keep separate client pools to PgBouncer, which pools connections to PostgreSQL
- Size both layers together and preserve reader/writer routing and pooling-mode compatibility
- PgBouncer does not share transactions between Prisma and SQLx, keep each atomic unit of work on one backend and transaction
- Never retry a failed Rust write through Prisma when it may already have committed
- Prisma owns schema migrations today, eventual SQLx migration ownership and Prisma removal are separate planned steps, not part of a query port

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# Python and FastAPI
## Existing pattern
- `UserBannerStore` in `litellm/models/user_banner.py` is the Protocol the banner routes call
- `get_database` in `litellm/proxy/deps/database.py` reads the lifespan-owned handle from request state
- `get_user_banner_repository` in `litellm/proxy/deps/repositories.py` builds the banner repository from that handle
- Choose each repository's replica routing once in its provider, never at call sites
- A handler receives `UserBannerStore | None`, never a Prisma client or a concrete repository
- `UserBannerRepository` implements `UserBannerStore` structurally, keeping the existing Prisma table, serialization and configuration-sync behavior
- The banner audit provider binds the legacy audit callable at request time, without performing audit I/O
- A native repository can later implement the same Protocol without changing handler signatures, see [porting a repository to SQLx](python-repository.md#porting-a-repository-to-sqlx)
## Dependency injection
- Add one provider and one `Annotated` alias per repository in `litellm/proxy/deps/repositories.py`
- Annotate the provider and alias with the feature's Protocol, not the concrete repository
- A route depends only on the repositories it calls, so a request never builds repositories it does not use
- Do not build repositories once at lifespan, a reconnect can replace the Prisma client they wrap
```python
class UserBannerStore(Protocol):
async def get_banner(self) -> UserBanner: ...
async def save_banner(self, banner: UserBanner) -> None: ...
```
```python
async def get_user_banner_repository(database: DatabaseDep) -> UserBannerStore | None:
return None if database is None else UserBannerRepository(database.prisma)
UserBannerRepositoryDep: TypeAlias = Annotated[UserBannerStore | None, Depends(get_user_banner_repository)]
```
- FastAPI caches each provider within a request, so routes and sub-dependencies share one instance
- Ordinary helpers and jobs receive explicit arguments, never unresolved `Depends` defaults
- A route still reading the `prisma_client` global or building a repository inline switches to the repository's `...RepositoryDep`, keeping its no-database behavior and error precedence
```python
async def get_user_banner(banners: UserBannerRepositoryDep) -> UserBanner:
if banners is None:
return UserBanner()
return await banners.get_banner()
```
## Lifespan state
- Prisma startup owns connection setup, authentication refresh, health checks and migrations
- `Database` holds the initialized Prisma client and the `NativeDatabase` handle, without holding fields per feature
- The native handle opens no pool yet, its `connect` and `close` are noops
- The proxy lifespan builds the handle with `Database.open`, registers `Database.aclose` on its exit stack and publishes it in request state
- Callers only open and close `Database`, which closes Prisma and the native handle together, and `open` closes Prisma itself when the native connect fails
- Starlette shallow-copies lifespan state into request state, which is distinct from `app.state`
- The database module never imports a repository, legacy globals borrow its handle without owning shutdown
- Drain requests, jobs, logging, spend and audit work before database teardown
- The exit stack closes the handle on exit, including startup failures after the client is created
- When adding native resources, initialize them in the serving process, respecting runtime fork restrictions
- Await native shutdown instead of depending on Python garbage collection
- Apply the [connection ownership rules](../SKILL.md#connection-ownership) when changing the owner
## Timing and errors
- FastAPI resolves dependencies before entering the handler
- Handler exception handling cannot catch failures raised during dependency resolution
- A universal required-database dependency can override authorization and validation behavior
- Banner GET without a database returns the default disabled banner
- Banner PATCH checks the admin role before returning the existing missing-database error
- Invalid stored banner data falls back to the default, but storage failures still propagate
- Banner writes finish before the success audit is queued as a FastAPI background task
- Queue post-response work with `BackgroundTasks`, not bare `asyncio.create_task`, so the in-flight drain waits for it before the database closes
- Do not move background work into an awaited provider merely to remove an import
## Verification
- Exercise real FastAPI handlers using `dependency_overrides` for external boundaries
- Keep production parsing and persistence code real
- Restore overrides after each test
- Verify complete response bodies, status codes and OpenAPI against the base
- Include combined failure conditions to pin error precedence
- Check saved values, fresh revisions, audit contents and failed-write behavior
- Check lifespan state with a running lifespan, not only a TestClient that skips startup
- Verify providers do not connect, query, disconnect or audit eagerly
- Use real PostgreSQL and live proxy requests when changing persistence behavior
## Scope
- Preserve direct Python call sites or migrate them explicitly
- Inventory imports, state writers, side effects and error ordering before migrating a feature
- Preserve configuration sync and serialization, and state which legacy reads remain
- Do not migrate every route in a large module just to establish the pattern
- Do not invent providers for resources without consumers
## Framework references
- [Lifespan events](https://fastapi.tiangolo.com/advanced/events/) and [Starlette lifespan state](https://starlette.dev/lifespan/)
- [`SessionDep`-style `Annotated` aliases](https://fastapi.tiangolo.com/tutorial/sql-databases/#create-a-session-dependency), which `DatabaseDep` and `UserBannerRepositoryDep` follow
- [Dependency composition and caching](https://fastapi.tiangolo.com/tutorial/dependencies/sub-dependencies/)
- [Background tasks and dependencies with `yield`](https://fastapi.tiangolo.com/advanced/advanced-dependencies/#background-tasks-and-dependencies-with-yield-technical-details)
- [Dependency overrides](https://fastapi.tiangolo.com/advanced/testing-dependencies/)
- [Testing lifespan](https://fastapi.tiangolo.com/advanced/testing-events/)

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# Python repositories
## Adding a query
Use this when a feature needs a read or write that no repository offers yet, including one more operation on an existing repository
### Before starting
- Search `litellm/repositories` for a repository that already owns the table, and extend it instead of adding a second one
- Check `litellm/models/<feature>.py` for an existing Protocol and domain types
- Decide the route's behavior when no database is configured, and where that check sits relative to authorization and validation
### Steps
1. Domain types and Protocol in `litellm/models/<feature>.py`
- The Protocol takes and returns domain types, never Prisma models, raw rows or serialized payloads
- Add the Protocol together with the provider, not for repositories nothing injects
2. Repository in `litellm/repositories/<feature>_repository.py`
- Implement the operation with Prisma, a Rust port is not required
- Compose the Prisma client and type the tables it touches with `TableActions` from `prisma_protocols.py`, never inherit `PrismaTableRepository`
- Parse and serialize stored values here, so callers only see domain types
- Never import FastAPI, connect, disconnect or choose replicas per call
3. Provider and `Annotated` alias in `litellm/proxy/deps/repositories.py`, see [dependency injection](python-fastapi.md#dependency-injection)
4. The route takes `<Feature>RepositoryDep`, handles `None` with the behavior decided above, and calls the operation
5. Jobs and helpers that need the operation receive the repository as an explicit argument, built by their caller from the handle it already holds
### Done when
- Handler tests drive the real route with `dependency_overrides` and the real repository code, see [verification](python-fastapi.md#verification)
- Tests cover the no-database path, error precedence, and what was actually stored
- Persistence changes are checked against real PostgreSQL through a live proxy
### Out of scope
- Porting the query to Rust, see [porting a repository to SQLx](#porting-a-repository-to-sqlx)
- Moving unrelated direct Prisma calls in the same module
## Moving existing access into a repository
Use this when code calls Prisma directly, through `prisma_client.db.<table>` or a helper, and the calls should live behind a repository. The backend stays Prisma
### Before starting
- List every call being moved, its callers, and the transaction or batch it runs in
- List the module's imports, global state writers, side effects such as audit and config sync, and error ordering
- Record current return values, raised errors and response bodies, these are what the change must preserve
### Steps
1. Move the existing Prisma code into the relevant repository in `litellm/repositories` without rewriting the queries
2. Add domain types and a Protocol in `litellm/models/<feature>.py` when a route will inject the repository
3. Replace each direct call with the repository operation, through a provider for routes and explicit arguments for jobs and helpers, see [Python and FastAPI](python-fastapi.md)
4. Calls sharing a transaction move into the same repository or unit of work in one change
5. State which legacy reads remain and why, when the change does not move all of them
### Done when
- Focused regression tests pin the preserved return values, errors and transaction behavior
- Response bodies, status codes and OpenAPI match the base
- Configuration sync and serialization behave the same, including invalid stored data
### Out of scope
- Switching the backend, even when an equivalent Rust query exists
- Converting other routes in the module just to establish the pattern
- Cleanups unrelated to the moved calls
## Porting a repository to SQLx
Status: TBD. No repository has been ported yet. `database.native` is a `NativeDatabase` from `crates/python-bridge/src/db.rs` whose `connect` and `close` are noops that open no pool, and the PyO3 repository surface does not exist. A real pool takes typed writer/reader settings and a token provider, never the Prisma `DATABASE_URL`, which carries Prisma-only params and rotating IAM tokens. The constraints below are settled, the steps are a sketch to revise after the first port lands
Use this only when a port is explicitly requested. Repository extraction does not require one
### When not to port
- An equivalent Rust or SQLx query existing is not a reason to switch a Prisma caller
- Leave existing backend selection unchanged unless integration is explicitly requested
- Never port part of a repository, it is either all Prisma or all native
### Before starting
- Identify the repository's inputs, outputs, errors and transaction boundary
- List repositories that share a transaction with it, they move together
- Check `litellm-rust/crates/db` for an equivalent query and reuse it when its behavior matches
### Steps
1. Rust queries, following `litellm-rust/crates/db/AGENTS.md`
- Static SQL in `queries/`, compile-checked with SQLx, typed inputs and row projections in `src/`
- Dynamic filters and sort keys become closed Rust enums that select static SQL, every value is bound
- Refresh SQLx query metadata after SQL changes
2. PyO3 surface exposing typed operations, never SQL text, table names or column names from Python. TBD: where it lives and how the handle reaches it
3. Native repository implementing the same Protocol in `litellm/repositories`
- Converts typed PyO3 results to domain types, preserving defaults, invalid-data handling and storage errors
- Python conversion stays in the bridge, not in `crates/db`
4. Switch the provider in `litellm/proxy/deps/repositories.py`, the Protocol and routes stay unchanged
```diff
async def get_user_banner_repository(database: DatabaseDep) -> UserBannerStore | None:
- return None if database is None else UserBannerRepository(database.prisma)
+ return None if database is None else NativeUserBannerRepository(database.native)
```
5. Delete the Prisma repository in the same change and switch every caller, including jobs and helpers
### Done when
- Behavior is verified against real PostgreSQL, covering null handling, conflicts, ordering, errors and transaction semantics
- `DATABASE_URL=... cargo test -p litellm-db --locked -- --include-ignored` passes against a Prisma-migrated database
- Live proxy requests show unchanged responses. TBD: a Python-side real-PostgreSQL test harness
### Rollback
- Roll back the release, never retry an uncertain native write through Prisma
### Out of scope
- SQLx owning schema migrations, and removing Prisma
- Converting unrelated routes to dependency injection

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# Rust and Axum
- This should use same `crates/db` what is exposed to Python world.
- Details are TBD.

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# .circleci
The `integration` workflow on `main` runs from a scheduled pipeline in the CircleCI project settings, cron `9 0-8,14-23 * * *` (UTC) on `main` with no pipeline parameters. It has no `triggers:` block in this file because a workflow with one runs only on its schedule, so the API pipelines that set `run_migration_tests` or `routing_parity_base` would stop running it. If main stops getting integration runs, check that the schedule still exists and recreate it with these values
Jobs clone with the `checkout_over_https` command, never the built-in `checkout` step, because CircleCI falls back to the project's SSH checkout key without its GitHub App access, GitHub rejects that key, and the public repo needs no key. It fetches the job's commit with full history and no file contents (`--filter=blob:none`), like the built-in step did, so `scripts/path_filter.sh` can find a merge base
A step that checks out files from another commit fetches that commit with `--no-filter`, as `routing_parity` does, because the clone has no file contents and git would otherwise download each missing file in its own request, which took 210 to 896 seconds for the routing parity base

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@ -0,0 +1,68 @@
#!/usr/bin/env bash
set -uo pipefail
category="${1:?usage: classify_changes.sh <backend|client|ui|cost-map-only|mcp-dependencies|windows-release|redis-compat>}"
has_client=false
has_backend=false
has_ci=false
has_cost_map=false
has_mcp_dependencies=false
has_windows_release=false
has_redis_compat=false
outside_cost_map_set=false
while IFS= read -r file || [ -n "$file" ]; do
[ -n "$file" ] || continue
case "$file" in
litellm/_redis.py | litellm/_redis_credential_provider.py | litellm/caching/redis_cache.py | litellm/caching/evicted_client_closer.py | tests/unit/test_redis.py | tests/integration/sdk/test_redis_cluster_iam_auth.py | tests/unit/caching/test_redis_connection_pool.py | tests/unit/caching/test_redis_cluster_cache.py | tests/unit/caching/test_evicted_client_closer.py | .github/workflows/test-unit.yml | .github/actions/detect-changes/* | .github/scripts/detect_changes.sh | .circleci/scripts/classify_changes.sh | tests/integration/run.py | pyproject.toml | uv.lock)
has_redis_compat=true ;;
esac
case "$file" in
*.md | *.mdx) : ;;
pyproject.toml | */pyproject.toml | uv.lock | uv.toml | .python-version | rust-toolchain.toml | litellm-rust/* | litellm/__init__.py | litellm/proxy/proxy_server.py | litellm/*mcp* | tests/*mcp* | litellm/integrations/arize/* | tests/base_sdk_tests/* | scripts/check_mcp_sdk_install.py | .github/workflows/test-mcp-dependency-resolution.yml | .github/actions/detect-changes/* | .github/actions/setup-uv-with-retries/* | .github/actions/cache-cargo-build/* | .github/scripts/detect_changes.sh | .github/scripts/uv_sync_with_retries.sh | .circleci/scripts/classify_changes.sh | tests/unit/test_circleci_path_filter.py | tests/unit/test_detect_changes.py)
has_mcp_dependencies=true ;;
esac
case "$file" in
litellm-rust/* | litellm/rust_bridge/* | rust-toolchain.toml | pyproject.toml | uv.lock | tests/windows_tests/* | .circleci/*)
has_windows_release=true ;;
esac
case "$file" in
ui/* | tests/e2e/ui/*) has_client=true ;;
docs/* | *.md | *.mdx) : ;;
.github/* | .circleci/*) has_ci=true; has_backend=true ;;
*) has_backend=true ;;
esac
case "$file" in
model_prices_and_context_window.json | litellm/model_prices_and_context_window_backup.json)
has_cost_map=true ;;
tests/unit/proxy/*) : ;;
*) outside_cost_map_set=true ;;
esac
done
case "$category" in
mcp-dependencies)
[ "$has_mcp_dependencies" = true ] && echo run || echo skip
;;
cost-map-only)
{ [ "$has_cost_map" = true ] && [ "$outside_cost_map_set" = false ]; } && echo run || echo skip
;;
windows-release)
[ "$has_windows_release" = true ] && echo run || echo skip
;;
redis-compat)
[ "$has_redis_compat" = true ] && echo run || echo skip
;;
backend)
[ "$has_backend" = true ] && echo run || echo skip
;;
client)
{ [ "$has_client" = true ] || [ "$has_backend" = true ]; } && echo run || echo skip
;;
ui)
{ [ "$has_client" = true ] || [ "$has_ci" = true ]; } && echo run || echo skip
;;
*)
echo run
;;
esac

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@ -6,12 +6,10 @@ here="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
run_full() {
echo "path-filter[$category]: running job ($1)"
echo "decision=run"
[ -z "${GITHUB_OUTPUT:-}" ] || echo "decision=run" >> "$GITHUB_OUTPUT"
exit 0
}
[ "${GITHUB_EVENT_NAME:-}" = pull_request ] || run_full "not a pull request"
[ -n "${CIRCLE_PULL_REQUEST:-}" ] || run_full "not a pull request"
candidate_bases="${PATH_FILTER_BASE_BRANCH:-main}"
merge_base=""
@ -38,6 +36,5 @@ if [ "$decision" = run ]; then
run_full "$category-relevant changes detected"
fi
echo "path-filter[$category]: only unrelated changes detected"
echo "decision=skip"
[ -z "${GITHUB_OUTPUT:-}" ] || echo "decision=skip" >> "$GITHUB_OUTPUT"
echo "path-filter[$category]: only unrelated changes detected; halting job as successful"
circleci-agent step halt

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@ -30,7 +30,7 @@ egress_cgroup=litellm-integration
cleanup() {
original_status=$?
trap - EXIT INT TERM
sudo .venv/bin/python .github/scripts/ci/stop_integration_processes.py \
sudo .venv/bin/python .circleci/scripts/stop_integration_processes.py \
"$integration_identity" "$(id -u)" "$proxy_pid" "$peer_pid" "$upstream_pid" \
> "$results/process-cleanup.txt" 2>&1 || original_status=1
for owned_pid in "$peer_pid" "$proxy_pid" "$upstream_pid"; do
@ -81,10 +81,10 @@ export INTEGRATION_UPSTREAM_URL=http://127.0.0.1:8190
export INTEGRATION_MASTER_KEY="$LITELLM_MASTER_KEY"
export LITELLM_UI_PATH="$PWD/litellm/proxy/_experimental/out"
if [ "$suite" = browser ]; then
export LITELLM_UI_PATH="$PWD/litellm/ui/litellm-dashboard/out"
export LITELLM_UI_PATH="$PWD/ui/litellm-dashboard/out"
test -f "$LITELLM_UI_PATH/index.html"
fi
export INTEGRATION_SEED="$(.venv/bin/python -c 'import hashlib,os; print(int(hashlib.sha256(((os.environ.get("GITHUB_SHA") or "local") + (os.environ.get("GITHUB_RUN_ID") or "local")).encode()).hexdigest()[:8],16))')"
export INTEGRATION_SEED="$(.venv/bin/python -c 'import hashlib,os; print(int(hashlib.sha256(((os.environ.get("CIRCLE_SHA1") or os.environ.get("GITHUB_SHA") or "local") + (os.environ.get("CIRCLE_WORKFLOW_ID") or os.environ.get("GITHUB_RUN_ID") or "local")).encode()).hexdigest()[:8],16))')"
export INTEGRATION_ORDER_SEED="$INTEGRATION_SEED"
uv run --no-sync prisma generate --schema litellm/proxy/schema.prisma > "$results/prisma-generate.log" 2>&1
@ -93,7 +93,7 @@ export INTEGRATION_PROXY_DATABASE_URL=""
export INTEGRATION_PROXY_READ_REPLICA_URL=""
export INTEGRATION_ROUTING=""
if [ "$mode" = replica ] || [ "$mode" = parity ]; then
.venv/bin/python .github/scripts/ci/prepare_replica_roles.py > "$results/prepare-replica-roles.log" 2>&1
.venv/bin/python .circleci/scripts/prepare_replica_roles.py > "$results/prepare-replica-roles.log" 2>&1
export INTEGRATION_PROXY_DATABASE_URL="postgresql://litellm_writer:litellm-writer@127.0.0.1:5432/circle_test"
export INTEGRATION_PROXY_READ_REPLICA_URL="postgresql://litellm_reader:litellm-reader@127.0.0.1:5432/circle_test"
fi
@ -128,8 +128,6 @@ fi
sudo iptables -L integration_only -n -v -x > "$results/egress-guard.txt"
awk '$3 == "REJECT" && $1 > 0 { rejected=1 } END { exit !rejected }' "$results/egress-guard.txt"
export UV_OFFLINE=true
if [ "$mode" = parity ]; then
export INTEGRATION_WORKERS=1
else
@ -202,7 +200,7 @@ start_proxy() {
if [ "$isolated_workers" = false ]; then
start_proxy 4000 proxy.log
proxy_pid="$launched_pid"
.venv/bin/python .github/scripts/ci/wait_integration_services.py
.venv/bin/python .circleci/scripts/wait_integration_services.py
curl --noproxy '*' -sSf -X POST "$INTEGRATION_PROXY_URL/config/update" \
-H "Authorization: Bearer $LITELLM_MASTER_KEY" -H 'Content-Type: application/json' \
-d '{"router_settings": {"num_retries": 0}}' > "$results/seed-router-settings.json"
@ -210,7 +208,7 @@ if [ "$isolated_workers" = false ]; then
export INTEGRATION_PEER_URL=http://127.0.0.1:4001
start_proxy 4001 peer.log
peer_pid="$launched_pid"
.venv/bin/python .github/scripts/ci/wait_integration_services.py
.venv/bin/python .circleci/scripts/wait_integration_services.py
fi
fi
@ -233,13 +231,14 @@ if [ "$suite" = browser ]; then
E2E_UI_BASE_URL="$E2E_UI_BASE_URL" E2E_UI_ARTIFACT_DIR="$E2E_UI_ARTIFACT_DIR" \
LITELLM_MASTER_KEY="$LITELLM_MASTER_KEY" CI=true \
node tests/e2e/ui/node_modules/@playwright/test/cli.js test --config tests/e2e/ui/integration.config.ts
.venv/bin/python .github/scripts/ci/verify_integration_browser.py "$results/browser-results.json"
.venv/bin/python .circleci/scripts/verify_integration_browser.py "$results/browser-results.json"
exit 0
fi
shard_arguments=()
if [ -n "${INTEGRATION_SHARD_FILES:-}" ]; then
cp "$INTEGRATION_SHARD_FILES" "$results/node-files.txt"
if [ "${CIRCLE_NODE_TOTAL:-1}" -gt 1 ]; then
.venv/bin/python tests/integration/run.py "$suite" --list \
| circleci tests split --split-by=timings --timings-type=filename > "$results/node-files.txt"
shard_arguments=(--shard-files "$results/node-files.txt")
fi
@ -256,6 +255,7 @@ elif [ "${INTEGRATION_COVERAGE:-0}" = 1 ]; then
fi
env -i PATH="$PATH" HOME="$HOME" PYTHONPATH="$PYTHONPATH" \
UV_OFFLINE=true UV_CACHE_DIR="$(uv cache dir)" \
INTEGRATION_RUN_ID="$integration_identity" \
DATABASE_URL="$DATABASE_URL" \
"${shared_services[@]}" "${worker_coverage[@]}" \
@ -264,7 +264,7 @@ env -i PATH="$PATH" HOME="$HOME" PYTHONPATH="$PYTHONPATH" \
"${license_env[@]}" \
INTEGRATION_SEED="$INTEGRATION_SEED" \
INTEGRATION_ORDER_SEED="$INTEGRATION_ORDER_SEED" \
INTEGRATION_CASE_SHARDS="${INTEGRATION_CASE_SHARDS:-1}" INTEGRATION_CASE_SHARD_INDEX="${INTEGRATION_CASE_SHARD_INDEX:-0}" \
INTEGRATION_CASE_SHARDS="${CIRCLE_NODE_TOTAL:-1}" INTEGRATION_CASE_SHARD_INDEX="${CIRCLE_NODE_INDEX:-0}" \
LITELLM_LOCAL_MODEL_COST_MAP=True AWS_EC2_METADATA_DISABLED=true DO_NOT_TRACK=1 \
INTEGRATION_PROXY_DATABASE_URL="$INTEGRATION_PROXY_DATABASE_URL" \
INTEGRATION_PROXY_READ_REPLICA_URL="$INTEGRATION_PROXY_READ_REPLICA_URL" \

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@ -0,0 +1,116 @@
from __future__ import annotations
import json
import os
import re
import subprocess
import sys
from pathlib import Path
from typing import Final
from xml.etree import ElementTree
SUITES: Final = {
"startup": (("test_startup.py",), 13),
"recovery": (("test_recovery.py",), 15),
"legacy": (("test_legacy.py", "test_pooling.py"), 11),
"upgrade": (("test_upgrade.py", "test_rolling_upgrade.py"), 5),
"shaped": (("test_shaped_database.py",), 1),
}
def successful_junit(path: Path, expected: int, exit_code: int) -> bool:
if exit_code != 0 or not path.is_file():
return False
try:
root: Final = ElementTree.parse(path).getroot()
except ElementTree.ParseError:
return False
cases: Final = tuple(root.iter("testcase"))
identities: Final = frozenset((case.get("classname"), case.get("name")) for case in cases)
return len(cases) == len(identities) == expected and all(
not any(case.find(tag) is not None for tag in ("failure", "error", "skipped")) for case in cases
)
def output(*command: str) -> str:
return subprocess.check_output(command, text=True, timeout=90).strip()
def record_image() -> None:
source: Final = output("git", "rev-parse", "HEAD")
image: Final = output("docker", "image", "inspect", "litellm-docker-database:ci", "--format", "{{.Id}}")
revision: Final = output(
"docker",
"image",
"inspect",
"litellm-docker-database:ci",
"--format",
'{{index .Config.Labels "org.opencontainers.image.revision"}}',
)
assert re.fullmatch(r"[0-9a-f]{40}", source), "Invalid source revision"
assert revision == source, "Candidate image revision differs from the tested source"
Path("migration-image.json").write_text(
json.dumps(
{
"source_sha": source,
"image_id": image,
"candidate_image": os.environ.get("MIGRATION_CANDIDATE_IMAGE", ""),
}
)
)
def main() -> int:
suite: Final = os.environ["MIGRATION_TEST_SUITE"]
files, expected = SUITES[suite]
metadata: Final = json.loads(Path("migration-image.json").read_text())
assert metadata["source_sha"] == output("git", "rev-parse", "HEAD"), "Image and test source revisions differ"
assert metadata["image_id"] == output(
"docker", "image", "inspect", os.environ["LITELLM_MIGRATION_TEST_IMAGE"], "--format", "{{.Id}}"
), "Loaded image differs from the build output"
assert metadata["candidate_image"] == os.environ.get("MIGRATION_CANDIDATE_IMAGE", ""), "Wrong release candidate"
destination: Final = Path(os.environ["MIGRATION_TEST_OUTPUT"])
junit: Final = destination / "junit" / "results.xml"
junit.parent.mkdir(parents=True, exist_ok=True)
result: Final = subprocess.run(
(
sys.executable,
"-m",
"pytest",
*(f"tests/e2e/migrations/{name}" for name in files),
"-vv",
"--tb=short",
"--durations=10",
f"--junitxml={junit}",
"-o",
"addopts=",
"--reruns=0",
),
check=False,
timeout=1200,
)
passed: Final = successful_junit(junit, expected, result.returncode)
(destination / "verdict.json").write_text(
json.dumps(
{
**metadata,
"suite": suite,
"baseline_image": os.environ.get("LITELLM_MIGRATION_BASELINE_IMAGE", ""),
"expected_cases": expected,
"passed": passed,
"pytest_exit_code": result.returncode,
"test_revision": metadata["source_sha"],
"workflow_id": os.environ.get("CIRCLE_WORKFLOW_ID", ""),
"job_number": os.environ.get("CIRCLE_BUILD_NUM", ""),
},
indent=2,
)
)
return 0 if passed else 1
if __name__ == "__main__":
if sys.argv[1:] == ["record-image"]:
record_image()
else:
raise SystemExit(main())

View file

@ -31,7 +31,7 @@ def main() -> None:
result: Final = json.loads(Path(sys.argv[1]).read_text())
assert not result.get("errors"), result.get("errors")
expected: Final = json.loads(
(Path(__file__).resolve().parents[3] / "tests/e2e/ui/tests/integrationCritical/expected.json").read_text()
(Path(__file__).resolve().parents[2] / "tests/e2e/ui/tests/integrationCritical/expected.json").read_text()
)
assert expected and result["stats"]["expected"] == len(expected)
assert all(result["stats"][name] == 0 for name in ("unexpected", "flaky", "skipped"))
@ -41,7 +41,7 @@ def main() -> None:
suites: Final = TypeAdapter(list[BrowserSuite]).validate_python(result["suites"], strict=True)
specs: Final = tuple(spec for suite in suites for spec in cases(suite))
repository: Final = Path(__file__).resolve().parents[3]
repository: Final = Path(__file__).resolve().parents[2]
report_root: Final = Path(result["config"]["rootDir"])
assert report_root.is_absolute(), "Playwright rootDir must be explicit"
observed: Final = tuple(

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@ -0,0 +1,57 @@
{
"name": "Python 3.11",
// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
"image": "mcr.microsoft.com/devcontainers/python:3.11-bookworm",
// https://github.com/devcontainers/images/tree/main/src/python
// https://mcr.microsoft.com/en-us/product/devcontainers/python/tags
// "build": {
// "dockerfile": "Dockerfile",
// "context": ".."
// },
// Features to add to the dev container. More info: https://containers.dev/features.
"features": {
"ghcr.io/devcontainers/features/node:1": {
"version": "lts"
},
"ghcr.io/devcontainers/features/docker-in-docker:2": {}
},
// Configure tool-specific properties.
"customizations": {
// Configure properties specific to VS Code.
"vscode": {
"settings": {},
"extensions": [
"ms-python.python",
"ms-python.vscode-pylance",
"GitHub.copilot",
"GitHub.copilot-chat",
"ms-python.autopep8"
]
}
},
// Use 'forwardPorts' to make a list of ports inside the container available locally.
"forwardPorts": [4000],
"containerEnv": {
"LITELLM_LOG": "DEBUG"
},
// Use 'portsAttributes' to set default properties for specific forwarded ports.
// More info: https://containers.dev/implementors/json_reference/#port-attributes
"portsAttributes": {
"4000": {
"label": "LiteLLM Server",
"onAutoForward": "notify"
}
},
// More info: https://aka.ms/dev-containers-non-root.
// "remoteUser": "litellm",
// Use 'postCreateCommand' to run commands after the container is created.
"postCreateCommand": "bash ./.devcontainer/post-create.sh"
}

View file

@ -0,0 +1,17 @@
#!/usr/bin/env bash
set -e
echo "[post-create] Installing uv"
curl -LsSf https://astral.sh/uv/0.10.9/install.sh | env UV_NO_MODIFY_PATH=1 sh
export PATH="$HOME/.local/bin:$PATH"
echo "[post-create] Installing Python dependencies (uv)"
uv sync --frozen --group proxy-dev --extra proxy
echo "[post-create] Generating Prisma client"
uv run --no-sync prisma generate
echo "[post-create] Installing npm dependencies"
cd ui/litellm-dashboard && npm ci
echo "[post-create] Done"

58
.dockerignore Normal file
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@ -0,0 +1,58 @@
docs
cookbook
.circleci
.github
tests
.git
.devcontainer
*.tgz
log.txt
docker/Dockerfile.*
# Claude Flow generated files (must be excluded from Docker build)
.claude/
.claude-flow/
.swarm/
.hive-mind/
memory/
coordination/
claude-flow
.mcp.json
hive-mind-prompt-*.txt
# Python virtual environments and version managers
.venv/
venv/
**/.venv/
**/venv/
.python-version
.pyenv/
__pycache__/
**/__pycache__/
*.pyc
.mypy_cache/
.pytest_cache/
.ruff_cache/
**/pyvenv.cfg
# Common project exclusions
.vscode
*.pyo
*.pyd
.Python
env/
.pytest_cache
.coverage
htmlcov/
dist/
build/
*.egg-info/
.DS_Store
**/node_modules
ui/litellm-dashboard/.next
ui/litellm-dashboard/out
litellm-rust/target/
litellm/rust_bridge/_native*.so
*.log
.env
.env.local

32
.env.example Normal file
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@ -0,0 +1,32 @@
# OpenAI
OPENAI_API_KEY = ""
OPENAI_BASE_URL = ""
# Cohere
COHERE_API_KEY = ""
# OpenRouter
OR_SITE_URL = ""
OR_APP_NAME = "LiteLLM Example app"
OR_API_KEY = ""
# Azure API base URL
AZURE_API_BASE = ""
# Azure API version
AZURE_API_VERSION = ""
# Azure API key
AZURE_API_KEY = ""
# Replicate
REPLICATE_API_KEY = ""
REPLICATE_API_TOKEN = ""
# Anthropic
ANTHROPIC_API_KEY = ""
# Infisical
INFISICAL_TOKEN = ""
# Novita AI
NOVITA_API_KEY = ""
# INFINITY
INFINITY_API_KEY = ""
# Development Configs
# Generate one with: echo "LITELLM_MASTER_KEY=sk-$(openssl rand -hex 32)"
LITELLM_MASTER_KEY = ""
DATABASE_URL = "postgresql://llmproxy:dbpassword9090@db:5432/litellm"
STORE_MODEL_IN_DB = "True"

40
.git-blame-ignore-revs Normal file
View file

@ -0,0 +1,40 @@
# Add the commit hash of any commit you want to ignore in `git blame` here.
# One commit hash per line.
#
# The GitHub Blame UI will use this file automatically!
#
# Run this command to always ignore formatting commits in `git blame`
# git config blame.ignoreRevsFile .git-blame-ignore-revs
# Update pydantic code to fix warnings (GH-3600)
876840e9957bc7e9f7d6a2b58c4d7c53dad16481
# style(ui): run prettier --write across the dashboard (#29622)
7edf3a9cb55548b143df1692f4ed7c4681d7fcf7
# style: reformat litellm/ with ruff format (#31317)
17bfd415aeb5a57fb646b5cc67da1c730aa7c50b
# style: unify ruff format width on 120 (#31518)
48b5a5a0cc5a694a11219416ee0b6eb6e620e74e
# refactor(imports): move collections.abc names out of typing (#35495)
397e8e4918777e4e60a7f5e88699e0a9a7dabb3d
# refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets (#35495)
b604e2b20c6db2099085a2f0e59b7e99e87eed6f
# refactor(logging): drop redundant !s conversion flags from f-strings (#35546)
7b2d3440cba3160277470f7a0180098ae9b87864
# perf: build log messages lazily so filtered-out log records cost nothing (#35703)
c9887a1f94bc1e7e4bdfe64d640f0509a0bc19dd
# feat(lint): enforce Final on locals and freeze function parameters (#35807)
2708620d6a599cc73c1950a942d26ac26a7ed3d4
# chore(lint): remove litellm/types from the ruff lint exclusion (#35926)
4e32a8bf6a1e1af1e04b67c759841ccef44b2235
# chore(lint): strip inert type: ignore comments and zero LIT009/LIT010/LIT011 headroom (#35928)
338e411103ad5d7003e97f34f04fa36bca542dbe

2
.gitattributes vendored Normal file
View file

@ -0,0 +1,2 @@
*.ipynb linguist-vendored
ui/litellm-dashboard/src/lib/http/schema.d.ts linguist-generated

106
.gitguardian.yaml Normal file
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@ -0,0 +1,106 @@
version: 2
secret:
# Exclude files and paths by globbing
ignored_paths:
- "**/*.whl"
- "**/*.pyc"
- "**/__pycache__/**"
- "**/node_modules/**"
- "**/dist/**"
- "**/build/**"
- "**/.git/**"
- "**/venv/**"
- "**/.venv/**"
# Large data/metadata files that don't need scanning
- "**/model_prices_and_context_window*.json"
- "**/*_metadata/*.txt"
- "**/tokenizers/*.json"
- "**/tokenizers/*"
- "miniconda.sh"
# Build outputs and static assets
- "litellm/proxy/_experimental/out/**"
- "ui/litellm-dashboard/public/**"
- "**/swagger/*.js"
- "**/*.woff"
- "**/*.woff2"
- "**/*.avif"
- "**/*.webp"
# Test data files
- "**/tests/**/data_map.txt"
- "tests/**/*.txt"
# Documentation and other non-code files
- "docs/**"
- "**/*.md"
- "**/*.lock"
- "uv.lock"
- "package-lock.json"
# Ignore security incidents with the SHA256 of the occurrence (false positives)
ignored_matches:
# === Current detected false positives (SHA-based) ===
# gcs_pub_sub_body - folder name, not a password
- name: GCS pub/sub test folder name
match: 75f377c456eede69e5f6e47399ccee6016a2a93cc5dd11db09cc5b1359ae569a
# os.environ/APORIA_API_KEY_1 - environment variable reference
- name: Environment variable reference APORIA_API_KEY_1
match: e2ddeb8b88eca97a402559a2be2117764e11c074d86159ef9ad2375dea188094
# os.environ/APORIA_API_KEY_2 - environment variable reference
- name: Environment variable reference APORIA_API_KEY_2
match: 09aa39a29e050b86603aa55138af1ff08fb86a4582aa965c1bd0672e1575e052
# oidc/circleci_v2/ - test authentication path, not a secret
- name: OIDC CircleCI test path
match: feb3475e1f89a65b7b7815ac4ec597e18a9ec1847742ad445c36ca617b536e15
# text-davinci-003 - OpenAI model identifier, not a secret
- name: OpenAI model identifier text-davinci-003
match: c489000cf6c7600cee0eefb80ad0965f82921cfb47ece880930eb7e7635cf1f1
# Base64 Basic Auth in test_pass_through_endpoints.py - test fixture, not a real secret
- name: Test Base64 Basic Auth header in pass_through_endpoints test
match: 61bac0491f395040617df7ef6d06029eac4d92a4457ac784978db80d97be1ae0
# PostgreSQL password "postgres" in CI configs - standard test database password
- name: Test PostgreSQL password in CI configurations
match: 6e0d657eb1f0fbc40cf0b8f3c3873ef627cc9cb7c4108d1c07d979c04bc8a4bb
# Bearer token in locustfile.py - test/example API key for load testing
- name: Test Bearer token in locustfile load test
match: 2a0abc2b0c3c1760a51ffcdf8d6b1d384cef69af740504b1cfa82dd70cdc7ff9
# Inkeep API key in docusaurus.config.js - public documentation site key
- name: Inkeep API key in documentation config
match: c366657791bfb5fc69045ec11d49452f09a0aebbc8648f94e2469b4025e29a75
# Langfuse credentials in test_completion.py - test credentials for integration test
- name: Langfuse test credentials in test_completion
match: c39310f68cc3d3e22f7b298bb6353c4f45759adcc37080d8b7f4e535d3cfd7f4
# === Preventive patterns for test keys (pattern-based) ===
# Test API keys (124 instances across 45 files)
- name: Test API keys with sk-test prefix
match: sk-test-
# Mock API keys
- name: Mock API keys with sk-mock prefix
match: sk-mock-
# Fake API keys
- name: Fake API keys with sk-fake prefix
match: sk-fake-
# Generic test API key patterns
- name: Test API key patterns
match: test-api-key
- name: Short fake sk keys (1–9 digits only)
match: \bsk-\d{1,9}\b

5
.github/AGENTS.md vendored
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@ -1,5 +0,0 @@
# CI
Integration groups and replica runs remain in `workflows/test-integration.yml`. Do not duplicate them in another workflow.
CI helpers used by existing workflows live in `scripts/ci/`. Jobs that need merge bases check out full history. Removing a CI job does not count its tests as covered. List tests that no remaining job invokes explicitly in `ci-coverage-allowlist.yml`.

6
.github/CODEOWNERS vendored
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@ -1,6 +1,6 @@
/model_prices_and_context_window.json @mateo-berri @ryan-crabbe-berri @kerry-berri @joshua-berri
/litellm/model_prices_and_context_window_backup.json @mateo-berri @ryan-crabbe-berri @kerry-berri @joshua-berri
/litellm/scripts/ci_cd/cost_map_pins.json @mateo-berri @ryan-crabbe-berri @kerry-berri @joshua-berri
/litellm/deploy/helm/ @yassin-berriai
/litellm/deploy/terraform/ @yassin-berriai
/ci_cd/cost_map_pins.json @mateo-berri @ryan-crabbe-berri @kerry-berri @joshua-berri
/helm/ @yassin-berriai
/terraform/ @yassin-berriai
/.github/workflows/zizmor.yml @yuneng-berri

View file

@ -6,12 +6,18 @@
## Handwritten 1-3 sentence description
<!-- The author writes this in their own words, and it can be left empty. AI agents never write here and leave the
placeholder line below as is, and when updating an existing PR they keep whatever the author wrote. Keep this heading
<!-- The PR author rewrites this in their own words before asking for review. Being able to sum up the PR in a few
plain sentences proves the author understands what it does, and human-written technical English is far easier
for a reviewer to parse than AI-written English
An AI agent may draft a starting point here, but always wraps its draft in the make-me-human-readable tags below,
backticks included so the tags stay visible on GitHub, so nobody mistakes it for the author's words. The author rewrites it in their own words and deletes the tags.
Tags still present at review time mean the summary is AI-written and has not been rewritten yet
Say what the PR does for users and why, then anything that keeps it working over time (a sync job, a config someone owns)
No bullets, tables, or code names here. Everything else goes inside the Details block below -->
[insert handwritten description here]
`<make-me-human-readable>`
<blah>
`</make-me-human-readable>`
<details>
<summary>Details</summary>
@ -93,7 +99,6 @@ If you're seeing a delay in your PR being merged, ping the LiteLLM Team on [Slac
Otherwise proof must be fully e2e, no mocks, with real provider calls where applicable. Pytest alone is insufficient. The following format applies to live proof
Show only the latest proof. Before uses the merge base and After the tested tip. Rerun affected QA after behavior changes. Verified neutral diffs may carry proof with the tested SHA, current tip, equivalence reason and focused checks, following AGENTS.md and /qa
Use matching Before/After case headings with numbered commands and observed output. Put shared setup above them. For one case, omit case headings
A reviewer must be able to rerun every case from the body alone, so the shared setup gives the proxy start command, the config.yaml, env var names (never values) and the client code or curl used, all exactly as run. Wrap any block longer than about 20 lines in a collapsed <details> with a one-line summary
### Before (<hash>)

89
.github/SECURITY.md vendored
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@ -1,89 +0,0 @@
# Data Privacy and Security
## Security Announcements
LiteLLM maintains a security announcements mailing list that is open to anyone. Subscribers receive advance notice, typically one to two days, before we release a fix for a particularly severe vulnerability or for any vulnerability exploitable by an unauthenticated attacker. This notice is provided on a best-effort basis
To subscribe, visit [https://security.litellm.ai/mailinglist/](https://security.litellm.ai/mailinglist/)
## Security Vulnerability Reporting Guidelines
We value the security community's role in protecting our systems and users.
To report a security vulnerability, please submit a report through our vulnerability disclosure form:
[LiteLLM VDP](https://security.litellm.ai/vdp/)
These reports are submitted to HackerOne and are triaged there, though no account is needed.
**Please do not submit vulnerabilities as draft GHSAs. As of 2026-11-11 new GHSA submissions will be closed.**
### Vulnerability Categories
We classify vulnerabilities into the following categories:
**P0: Supply Chain Attacks**
Attacks that compromise our CI/CD pipeline, allowing a malicious actor to point our PyPI package or Docker images (GHCR or Docker Hub) to vulnerable or tampered artifacts.
**P1: Unauthenticated Proxy Access**
Application-level attacks where an unauthenticated user is able to gain access to protected data on a LiteLLM proxy instance that should be protected (e.g api keys).
**P2: Authenticated Malicious Actions**
Application-level attacks where an authenticated user is able to perform actions beyond their intended permissions, such as privilege escalation or unauthorized data access.
### Bug Bounty Program
We offer bounties for responsibly disclosed vulnerabilities based on severity:
**Note that currently only P0/P1 reports are eligible for a bounty, though submissions for P2 bugs are still encouraged**
| Severity | Bounty Range | Example |
|----------|-------------|---------|
| **Critical** | $1,500 - $3,000 | P0 supply chain compromise |
| **High** | $500 - $1,500 | P1 unauthenticated proxy access |
| **Medium** | N/A | P2 authenticated privilege escalation |
| **Low** | N/A | Minor information disclosure, low-impact misconfigurations |
To qualify for a bounty, reports must include clear reproduction steps, a reproduction video as described above, and must not involve systems or accounts you do not own. We review all submissions promptly and will follow up within 5 business days.
### Known Non-Issues
- **Misconfigurations:** attacks that require misconfiguration of the application (e.g. not setting a `master_key` on the proxy configuration).
- **Insecure configurations:** attacks that require deliberate configuration changes to disable security functionality. (e.g. IDOR on response IDs requiring configuration of `disable_responses_id_security` to `true`)
- **Social engineering:** attacks that rely on social engineering as their primary mechanism (e.g. convincing a user's agent to install a malicious package we did not publish).
## Security Measures
### LiteLLM Github
- All commits run through Github's CodeQL checking
### Self-hosted Instances LiteLLM
- **No data or telemetry is stored on LiteLLM Servers when you self host**
- For installation and configuration, see: [Self-hosting guided](https://docs.litellm.ai/docs/proxy/deploy)
- **Telemetry** We run no telemetry when you self host LiteLLM
### LiteLLM Cloud
- We encrypt all data stored using your `LITELLM_MASTER_KEY` and in transit using TLS.
- Our database and application run on GCP, AWS infrastructure, partly managed by NeonDB.
- US data region: Northern California (AWS/GCP `us-west-1`) & Virginia (AWS `us-east-1`)
- EU data region Germany/Frankfurt (AWS/GCP `eu-central-1`)
- All users have access to SSO (Single Sign-On) through OAuth 2.0 with Google, Okta, Microsoft, KeyCloak.
- Audit Logs with retention policy
- Control Allowed IP Addresses that can access your Cloud LiteLLM Instance
For security inquiries, please contact us at security@berri.ai
#### Supported data regions for LiteLLM Cloud
LiteLLM supports the following data regions:
- US, Northern California (AWS/GCP `us-west-1`)
- Europe, Frankfurt, Germany (AWS/GCP `eu-central-1`)
All data, user accounts, and infrastructure are completely separated between these two regions

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@ -3,7 +3,7 @@ description: >-
Cache the Cargo registry and target directory the root package's build needs,
so only the first job on a given Cargo.lock compiles the bridge from scratch.
litellm builds through maturin, which compiles litellm/rust/crates/python-bridge
litellm builds through maturin, which compiles litellm-rust/crates/python-bridge
in the dev profile for editable installs. `uv sync` therefore pays a full build
in every job that installs the workspace. Nothing caught it, because the uv cache
holds wheels uv downloads rather than wheels it builds, and a path dependency
@ -31,8 +31,8 @@ runs:
path: |
~/.cargo/registry
~/.cargo/git
litellm/rust/target
key: ${{ runner.os }}-maturin-${{ inputs.profile }}-${{ hashFiles('litellm/rust/Cargo.lock') }}
litellm-rust/target
key: ${{ runner.os }}-maturin-${{ inputs.profile }}-${{ hashFiles('litellm-rust/Cargo.lock') }}
restore-keys: |
${{ runner.os }}-maturin-${{ inputs.profile }}-
@ -43,7 +43,7 @@ runs:
path: |
~/.cargo/registry
~/.cargo/git
litellm/rust/target
key: ${{ runner.os }}-maturin-${{ inputs.profile }}-${{ hashFiles('litellm/rust/Cargo.lock') }}
litellm-rust/target
key: ${{ runner.os }}-maturin-${{ inputs.profile }}-${{ hashFiles('litellm-rust/Cargo.lock') }}
restore-keys: |
${{ runner.os }}-maturin-${{ inputs.profile }}-

View file

@ -1,39 +0,0 @@
name: "Cache the Go build"
description: >-
Restore the Go module and build caches on every run and save them only from
main, so pull requests reuse main's cache instead of evicting it with their
own copies.
actions/setup-go's built-in cache saves from every ref, and a cache saved by a
pull request is readable only by that pull request. Callers must pass
`cache: false` to setup-go and run this action after it.
inputs:
dependency-path:
description: "Path to the go.sum that keys the cache"
required: true
runs:
using: composite
steps:
- name: Restore and save the Go module and build caches
if: github.ref == 'refs/heads/main'
uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
path: |
~/go/pkg/mod
~/.cache/go-build
key: ${{ runner.os }}-go-${{ hashFiles(inputs.dependency-path) }}
restore-keys: |
${{ runner.os }}-go-
- name: Restore the Go module and build caches
if: github.ref != 'refs/heads/main'
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
path: |
~/go/pkg/mod
~/.cache/go-build
key: ${{ runner.os }}-go-${{ hashFiles(inputs.dependency-path) }}
restore-keys: |
${{ runner.os }}-go-

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@ -1,7 +1,7 @@
name: "Detect relevant changes"
description: >-
Classify the pull request's changed files with .github/scripts/ci/classify_changes.sh
and expose decision=run|skip for one category. backend means anything outside litellm/ui/,
Classify the pull request's changed files with .circleci/scripts/classify_changes.sh
and expose decision=run|skip for one category. backend means anything outside ui/,
docs/ and markdown; ui means the dashboard sources alone. decision=skip lets callers
short-circuit expensive steps while the job still completes successfully and satisfies
its required status check, which a paths: filter cannot do because a workflow that

View file

@ -1,37 +0,0 @@
name: "Restore the Rust bridge"
description: >-
Restore the prebuilt Rust bridge that the unit workflow's rust-bridge job saves
on main, keyed on every input of the Rust build.
The bridge is abi3, so one build serves every supported Python version. A job
whose Rust inputs match main installs the restored wheel and native library
instead of compiling them inside `uv sync`. On a miss the caller builds from
source as before.
The restored `rust-bridge-dist` directory holds the editable litellm wheel, the
litellm-proxy gateway wheel, and `litellm/rust_bridge/_native.abi3.so`.
outputs:
key:
description: "Cache key for the bridge built from this checkout"
value: ${{ steps.key.outputs.key }}
cache-hit:
description: "'true' when the bridge for this exact key was restored"
value: ${{ steps.restore.outputs.cache-hit }}
runs:
using: composite
steps:
- name: Define the Rust bridge cache key
id: key
shell: bash
env:
RUST_BRIDGE_CACHE_KEY: ${{ runner.os }}-rust-bridge-editable-${{ hashFiles('litellm/rust/Cargo.lock', 'litellm/rust/Cargo.toml', 'litellm/rust/crates/**', 'model_prices_and_context_window.json', 'pyproject.toml', 'litellm/packaging/litellm-proxy/pyproject.toml') }}
run: echo "key=$RUST_BRIDGE_CACHE_KEY" >> "$GITHUB_OUTPUT"
- name: Restore the Rust bridge
id: restore
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
path: rust-bridge-dist
key: ${{ steps.key.outputs.key }}

View file

@ -11,11 +11,6 @@ inputs:
runs:
using: composite
steps:
- name: Configure the Rust build environment
shell: bash
working-directory: ${{ github.workspace }}
run: bash .github/scripts/setup_rust_environment.sh
- name: Set up uv (attempt 1)
id: attempt-1
continue-on-error: true

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@ -4,16 +4,6 @@ description: >-
by a job nor listed here, so every entry below is a decision on the record.
test_paths:
- reason: ran only in CircleCI, removed
paths:
- tests/e2e/migrations/test_legacy.py
- tests/e2e/migrations/test_pooling.py
- tests/e2e/migrations/test_recovery.py
- tests/e2e/migrations/test_rolling_upgrade.py
- tests/e2e/migrations/test_shaped_database.py
- tests/e2e/migrations/test_startup.py
- tests/e2e/migrations/test_upgrade.py
- tests/integration/database/test_roi_observed.py
- reason: >-
litellm.agent() end-to-end suite. It drives the real claude, codex, opencode and pi CLIs and
deepagents against a live LiteLLM AI Gateway, so it needs those binaries on PATH plus
@ -29,7 +19,7 @@ test_paths:
- tests/rust-python-harness
- reason: >-
Owned by the open pull request that moves the Rust/Python parity checks (#45135). It ran in
the retired build_and_test job that globbed tests/test_*.py,
the CircleCI build_and_test job that globbed tests/test_*.py, which this migration deletes,
and that pull request gives it a new home
paths:
- tests/test_rust_python_harness.py
@ -67,10 +57,19 @@ test_paths:
- tests/integration/test_oci_proxy_integration.py
dockerfiles:
- reason: >-
The dashboard container is a static Next.js export served by nginx, and the dashboard build
and lint workflows already exercise that output, so building the image adds no signal about it
paths:
- ui/Dockerfile
- reason: >-
An example image under cookbook/ that is documentation rather than a shipped artifact
paths:
- cookbook/litellm-ollama-docker-image/Dockerfile
- reason: >-
The Rust gateway image compiles the whole workspace in release mode, which is too slow for
a per-pull-request job while the gateway binary is still being assembled; the Rust lint,
clippy, and compile jobs already cover the code it packages. Revisit when the gateway is
published
paths:
- litellm/rust/crates/gateway/Dockerfile
- litellm-rust/crates/gateway/Dockerfile

72
.github/codecov.yml vendored
View file

@ -1,72 +0,0 @@
codecov:
require_ci_to_pass: false # post coverage status even if CI has unrelated failures
notify:
wait_for_ci: false # post as soon as expected uploads arrive, don't wait on CI
ignore:
- "litellm/rust/**"
# Flagged uploads avoid overlapping sessions on reruns.
# Only the flags below reuse parent coverage, avoiding stale line maps elsewhere.
flag_management:
default_rules:
carryforward: false
individual_flags:
- name: unit
carryforward: true
- name: core-packaging
carryforward: true
- name: mcp-integration
carryforward: true
component_management:
individual_components:
- component_id: "Router"
paths:
- "router"
- component_id: "LLMs"
paths:
- "*/llms/*"
- component_id: "Caching"
paths:
- "*/caching/*"
- ".*redis.*"
- component_id: "litellm_logging"
paths:
- "*/integrations/*"
- ".*litellm_logging.*"
- component_id: "Proxy_Authentication"
paths:
- "*/proxy/auth/**"
- component_id: "Enterprise"
paths:
- "litellm/enterprise/**"
- component_id: "Batches"
paths:
- "*/proxy/batches_endpoints/**"
- "litellm/batches/**"
- "*/llms/*/batches/**"
- component_id: "Videos"
paths:
- "litellm/videos/**"
- "*/proxy/video_endpoints/**"
- "*/llms/*/videos/**"
- component_id: "Realtime"
paths:
- "litellm/realtime_api/**"
- "*/proxy/realtime_endpoints/**"
- "*/llms/*/realtime/**"
- "litellm/litellm_core_utils/realtime_streaming.py"
comment:
layout: "header, diff, flags, components" # show component info in the PR comment
coverage:
status:
project:
default:
target: auto
threshold: 0% # do not allow project coverage to drop
patch:
default:
target: auto
threshold: 0% # patch coverage should be 100%

View file

@ -1,105 +0,0 @@
version: 2
secret:
# Exclude files and paths by globbing
ignored_paths:
- "**/*.whl"
- "**/*.pyc"
- "**/__pycache__/**"
- "**/node_modules/**"
- "**/dist/**"
- "**/build/**"
- "**/.git/**"
- "**/venv/**"
- "**/.venv/**"
# Large data/metadata files that don't need scanning
- "**/model_prices_and_context_window*.json"
- "**/*_metadata/*.txt"
- "**/tokenizers/*.json"
- "**/tokenizers/*"
- "miniconda.sh"
# Build outputs and static assets
- "litellm/proxy/_experimental/out/**"
- "litellm/ui/litellm-dashboard/public/**"
- "**/swagger/*.js"
- "**/*.woff"
- "**/*.woff2"
- "**/*.avif"
- "**/*.webp"
# Test data files
- "**/tests/**/data_map.txt"
- "tests/**/*.txt"
# Documentation and other non-code files
- "**/*.md"
- "**/*.lock"
- "uv.lock"
- "package-lock.json"
# Ignore security incidents with the SHA256 of the occurrence (false positives)
ignored_matches:
# === Current detected false positives (SHA-based) ===
# gcs_pub_sub_body - folder name, not a password
- name: GCS pub/sub test folder name
match: 75f377c456eede69e5f6e47399ccee6016a2a93cc5dd11db09cc5b1359ae569a
# os.environ/APORIA_API_KEY_1 - environment variable reference
- name: Environment variable reference APORIA_API_KEY_1
match: e2ddeb8b88eca97a402559a2be2117764e11c074d86159ef9ad2375dea188094
# os.environ/APORIA_API_KEY_2 - environment variable reference
- name: Environment variable reference APORIA_API_KEY_2
match: 09aa39a29e050b86603aa55138af1ff08fb86a4582aa965c1bd0672e1575e052
# oidc/circleci_v2/ - test authentication path, not a secret
- name: OIDC CircleCI test path
match: feb3475e1f89a65b7b7815ac4ec597e18a9ec1847742ad445c36ca617b536e15
# text-davinci-003 - OpenAI model identifier, not a secret
- name: OpenAI model identifier text-davinci-003
match: c489000cf6c7600cee0eefb80ad0965f82921cfb47ece880930eb7e7635cf1f1
# Base64 Basic Auth in test_pass_through_endpoints.py - test fixture, not a real secret
- name: Test Base64 Basic Auth header in pass_through_endpoints test
match: 61bac0491f395040617df7ef6d06029eac4d92a4457ac784978db80d97be1ae0
# PostgreSQL password "postgres" in CI configs - standard test database password
- name: Test PostgreSQL password in CI configurations
match: 6e0d657eb1f0fbc40cf0b8f3c3873ef627cc9cb7c4108d1c07d979c04bc8a4bb
# Bearer token in locustfile.py - test/example API key for load testing
- name: Test Bearer token in locustfile load test
match: 2a0abc2b0c3c1760a51ffcdf8d6b1d384cef69af740504b1cfa82dd70cdc7ff9
# Inkeep API key in docusaurus.config.js - public documentation site key
- name: Inkeep API key in documentation config
match: c366657791bfb5fc69045ec11d49452f09a0aebbc8648f94e2469b4025e29a75
# Langfuse credentials in test_completion.py - test credentials for integration test
- name: Langfuse test credentials in test_completion
match: c39310f68cc3d3e22f7b298bb6353c4f45759adcc37080d8b7f4e535d3cfd7f4
# === Preventive patterns for test keys (pattern-based) ===
# Test API keys (124 instances across 45 files)
- name: Test API keys with sk-test prefix
match: sk-test-
# Mock API keys
- name: Mock API keys with sk-mock prefix
match: sk-mock-
# Fake API keys
- name: Fake API keys with sk-fake prefix
match: sk-fake-
# Generic test API key patterns
- name: Test API key patterns
match: test-api-key
- name: Short fake sk keys (1–9 digits only)
match: \bsk-\d{1,9}\b

View file

@ -1,42 +0,0 @@
[[IgnoredVulns]]
id = "GHSA-69hj-f68j-2879"
ignoreUntil = 2027-02-01
reason = "filelock UnixFileLock truncates and chmods a file another user renames or hard-links in at the lock path, in every release before 4.2.1, which needs Python >= 3.11. Python 3.11+ now locks 4.2.4 and only the Python 3.10 resolution stays on 3.20.3, held below 3.20.4 by a [tool.uv] constraint because every newer 3.10-compatible release carries more filelock advisories. litellm's CLI takes FileLock only inside ~/.litellm, which it creates owner-only, and huggingface_hub takes it in the Hugging Face cache, which litellm reaches only to download the Kimi K3 tokenizer for Bedrock token counting, so the attack needs another local user who can rename or link files in that cache. Remove once 3.10 is dropped"
[[IgnoredVulns]]
id = "GHSA-8mx5-7m5m-r77g"
ignoreUntil = 2027-02-01
reason = "filelock WindowsFileLock ignores mode in every release from 3.10.0 before 4.2.1, which needs Python >= 3.11. Python 3.11+ now locks 4.2.4 and only the Python 3.10 resolution stays on 3.20.3, held below 3.20.4 by a [tool.uv] constraint because every newer 3.10-compatible release carries more filelock advisories. The proxy image is Linux, so only Windows installs on Python 3.10 run it, and there litellm's CLI takes FileLock only inside the owner-only ~/.litellm, whose lock file holds no data, while huggingface_hub takes it in the Hugging Face cache, which litellm reaches only to download the Kimi K3 tokenizer. Remove once 3.10 is dropped"
[[IgnoredVulns]]
id = "GHSA-pcg2-g6cj-q92c"
ignoreUntil = 2027-02-01
reason = "tornado 6.6 (published 2026-10-21) is the only fix and requires Python >= 3.11, so the Python 3.10 resolution stays on 6.5.10 while 3.11+ locks 6.6; litellm starts no tornado server or client, since semantic-router and aurelio-sdk only declare it and tenacity and sentry-sdk import it only to wrap tornado code when it is present, so tornado's HTTP header parsing is never reached; remove this entry once 3.10 is dropped"
[[IgnoredVulns]]
id = "GHSA-pw9p-v7r6-gx4p"
ignoreUntil = 2027-02-01
reason = "tornado 6.6 (published 2026-10-21) is the only fix and requires Python >= 3.11, so the Python 3.10 resolution stays on 6.5.10 while 3.11+ locks 6.6; litellm starts no tornado server or client, since semantic-router and aurelio-sdk only declare it and tenacity and sentry-sdk import it only to wrap tornado code when it is present, so tornado's RedirectHandler is never reached; remove this entry once 3.10 is dropped"
[[IgnoredVulns]]
id = "GHSA-r4j5-9xpp-3985"
ignoreUntil = 2027-02-01
reason = "tornado 6.6 (published 2026-10-21) is the only fix and requires Python >= 3.11, so the Python 3.10 resolution stays on 6.5.10 while 3.11+ locks 6.6; litellm starts no tornado server or client, since semantic-router and aurelio-sdk only declare it and tenacity and sentry-sdk import it only to wrap tornado code when it is present, so tornado's chunked body reading is never reached; remove this entry once 3.10 is dropped"
[[IgnoredVulns]]
id = "GHSA-45c3-73f7-pv4m"
ignoreUntil = 2027-02-01
reason = "dnspython 2.9.0 (published 2026-10-09) is the only fix and requires Python >= 3.11, so the Python 3.10 resolution stays on 2.8.0 while 3.11+ locks 2.9.0; the advisory is CPU use in dns.name.from_wire_parser and litellm only reaches dnspython through pydantic EmailStr, which never does DNS lookups; remove this entry once 3.10 is dropped or a 3.10-compatible fix ships"
[[IgnoredVulns]]
id = "GHSA-mmhr-3c5m-f64f"
ignoreUntil = 2027-02-01
reason = "soupsieve 4.0 is the first fix and requires Python >= 3.11.5, so Python 3.10 and 3.11.0-3.11.4 resolve 2.10 while newer Python versions resolve 4.1. litellm declares beautifulsoup4 in its ci dependency group and uses BeautifulSoup in tests/code_coverage_tests/bedrock_pricing.py to parse AWS pricing HTML with html.parser and find table rows and cells, not CSS selectors; no runtime litellm code imports soupsieve or beautifulsoup4. Remove once 3.10 is dropped and the minimum Python version is at least 3.11.5"
[[PackageOverrides]]
name = "pillow"
version = "12.3.0"
ecosystem = "PyPI"
vulnerability.ignore = true
effectiveUntil = 2027-02-01
reason = "pillow 13.0.0 requires Python >= 3.11, so the Python 3.10 resolution of the ci and dev groups and of the mlflow extra stays on 12.3.0; 3.11+ is on 13.0.0; pillow has never shipped an older-major release after the next major (no 10.x after 11.0.0, no 11.x after 12.0.0), so 13.x is the only fix line; extended to 2027-02-01 with maintainer approval, same date as every other Python 3.10 entry; remove once 3.10 is dropped"

View file

@ -1,49 +0,0 @@
import sys
from collections.abc import Mapping
from pathlib import Path
from typing import Final
import maturin
from cli_package import PACKAGE_DIR, map_wheel
from maturin import (
build_sdist as build_sdist,
)
from maturin import (
get_requires_for_build_editable as get_requires_for_build_editable,
)
from maturin import (
get_requires_for_build_sdist as get_requires_for_build_sdist,
)
from maturin import (
get_requires_for_build_wheel as get_requires_for_build_wheel,
)
from maturin import (
prepare_metadata_for_build_editable as prepare_metadata_for_build_editable,
)
from maturin import (
prepare_metadata_for_build_wheel as prepare_metadata_for_build_wheel,
)
def build_wheel(
wheel_directory: str,
config_settings: Mapping[str, str | list[str]] | None = None,
metadata_directory: str | None = None,
) -> str:
filename: Final = maturin.build_wheel(wheel_directory, config_settings, metadata_directory)
map_wheel(Path(wheel_directory) / filename)
return filename
def build_editable(
wheel_directory: str,
config_settings: Mapping[str, str | list[str]] | None = None,
metadata_directory: str | None = None,
) -> str:
filename: Final = maturin.build_editable(wheel_directory, config_settings, metadata_directory)
map_wheel(Path(wheel_directory) / filename, source=Path(__file__).resolve().parents[2] / PACKAGE_DIR)
return filename
if __name__ == "__main__":
build_editable(sys.argv[1])

View file

@ -1,93 +0,0 @@
import argparse
import base64
import copy
import csv
import hashlib
import io
import os
from pathlib import Path
from tempfile import NamedTemporaryFile
from typing import Final
from zipfile import ZipFile, ZipInfo
PACKAGE_DIR: Final = "litellm/cli"
PACKAGE_NAME: Final = "litellm_cli"
def editable_support(source: Path) -> tuple[tuple[str, bytes], ...]:
module: Final = "_litellm_cli_editable"
finder: Final = (
"import importlib.util\nimport sys\n\n"
"class _Finder:\n"
" @staticmethod\n"
" def find_spec(fullname, path=None, target=None):\n"
f" if fullname == {PACKAGE_NAME!r}:\n"
" return importlib.util.spec_from_file_location(\n"
f" fullname, {str(source / '__init__.py')!r},\n"
f" submodule_search_locations=[{str(source)!r}])\n"
" return None\n\n"
"sys.meta_path.insert(0, _Finder())\n"
)
return ((f"{module}.py", finder.encode()), (f"{module}.pth", f"import {module}\n".encode()))
def _name(name: str) -> str:
prefix: Final = f"{PACKAGE_DIR}/"
return f"{PACKAGE_NAME}/{name.removeprefix(prefix)}" if name.startswith(prefix) else name
def _info(original: ZipInfo) -> ZipInfo:
mapped: Final = copy.copy(original)
mapped.filename = _name(original.filename)
return mapped
def _record(entries: tuple[tuple[ZipInfo, bytes], ...], record: str) -> bytes:
buffer: Final = io.StringIO(newline="")
writer: Final = csv.writer(buffer, lineterminator="\n")
writer.writerows(
(
info.filename,
"sha256=" + base64.urlsafe_b64encode(hashlib.sha256(data).digest()).rstrip(b"=").decode(),
str(len(data)),
)
for info, data in entries
)
writer.writerow((record, "", ""))
return buffer.getvalue().encode()
def map_wheel(wheel: Path, *, source: Path | None = None) -> None:
with ZipFile(wheel) as archive:
records: Final = tuple(info for info in archive.infolist() if info.filename.endswith(".dist-info/RECORD"))
if len(records) != 1:
raise ValueError("A wheel must contain exactly one RECORD")
entries: Final = tuple(
(_info(info), archive.read(info))
for info in archive.infolist()
if info != records[0] and (source is None or not info.filename.startswith(f"{PACKAGE_DIR}/"))
)
additions: Final = () if source is None else tuple((ZipInfo(name), data) for name, data in editable_support(source))
contents: Final = (*entries, *additions)
names: Final = tuple(info.filename for info, _ in contents)
if len(names) != len(frozenset(names)):
raise ValueError("The CLI package mapping would overwrite a wheel member")
if source is None and not any(name.startswith(f"{PACKAGE_NAME}/") for name in names):
raise ValueError("The wheel does not contain the CLI package")
with NamedTemporaryFile(dir=wheel.parent, suffix=".whl", delete=False) as temporary:
destination: Final = Path(temporary.name)
try:
with ZipFile(destination, "w") as archive:
for info, data in contents:
archive.writestr(info, data)
archive.writestr(records[0], _record(contents, records[0].filename))
os.replace(destination, wheel)
finally:
destination.unlink(missing_ok=True)
if __name__ == "__main__":
parser: Final = argparse.ArgumentParser()
parser.add_argument("wheels", nargs="+", type=Path)
for wheel in parser.parse_args().wheels:
map_wheel(wheel)

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@ -10,7 +10,6 @@ import warnings
from collections.abc import Callable, Iterable, Mapping, Sequence
from dataclasses import dataclass
from functools import lru_cache
from itertools import chain
from types import MappingProxyType
from typing import Final
@ -18,6 +17,7 @@ import yaml
REPO_ROOT = pathlib.Path(__file__).resolve().parents[2]
WORKFLOW_DIR = REPO_ROOT / ".github" / "workflows"
CIRCLECI_CONFIG = REPO_ROOT / ".circleci" / "config.yml"
ALLOWLIST_FILE = REPO_ROOT / ".github" / "ci-coverage-allowlist.yml"
TESTS_ROOT = REPO_ROOT / "tests"
@ -25,18 +25,14 @@ ALLOWLIST_KEYS = frozenset({"description", "test_paths", "dockerfiles"})
PATH_FILTER_KEYS = frozenset({"paths", "paths-ignore"})
TEST_PATH_KEYS = frozenset({"test-path", "test-paths", "test_path"})
DOCKERFILE_INPUT_KEYS = frozenset({"file", "dockerfile"})
TEST_RUNNER_RE = re.compile(r"\bpytest\b|\bhelm unittest\b|\bplaywright test\b|\bpython[0-9.]*\s")
TEST_RUNNER_RE = re.compile(r"\bpytest\b|\bcircleci tests\b|\bhelm unittest\b|\bplaywright test\b|\bpython[0-9.]*\s")
IMAGE_BUILD_RE = re.compile(r"\bdocker\s+(?:buildx\s+)?build\b")
TEST_TOKEN_RE = re.compile(r"tests/[A-Za-z0-9_./*?\[\]-]+")
IGNORE_ARG_RE: Final = re.compile(r"--(?:ignore(?:-glob)?|deselect)[= ](\S+)")
TEST_TOKEN_RE = re.compile(r"tests/[A-Za-z0-9_./*?-]+")
IGNORE_ARG_RE: Final = re.compile(r"--ignore(?:-glob)?[= ](\S+)")
DOCKERFILE_TOKEN_RE = re.compile(r"[A-Za-z0-9_./-]*Dockerfile[A-Za-z0-9_.-]*")
COMMENT_RE = re.compile(r"^\s*#.*$", re.MULTILINE)
GLOB_CHARS = frozenset("*?[")
DEDICATED_INTEGRATION_WORKFLOWS: Final = MappingProxyType(
{
"image-scan.yml": "tests/integration/database/image/",
}
)
GLOB_CHARS = frozenset("*?")
DEDICATED_INTEGRATION_WORKFLOWS: Final = MappingProxyType({"image-scan.yml": "tests/integration/database/image/"})
# Trees whose jobs are sharded with no catch-all bucket, so every child that holds
# tests has to be named by some shard or it runs nowhere. A child listed here is
@ -119,7 +115,9 @@ def _scalars(node: object, key: str) -> tuple[Scalar, ...]:
def _config_files() -> tuple[pathlib.Path, ...]:
return tuple(sorted(path for path in WORKFLOW_DIR.iterdir() if path.suffix in (".yml", ".yaml")))
workflows = tuple(sorted(path for path in WORKFLOW_DIR.iterdir() if path.suffix in (".yml", ".yaml")))
circleci = (CIRCLECI_CONFIG,) if CIRCLECI_CONFIG.is_file() else ()
return workflows + circleci
def _all_scalars() -> tuple[Scalar, ...]:
@ -245,6 +243,7 @@ def _describe(paths: tuple[str, ...]) -> str:
return f"{len(paths)} test file(s) invoked by no job: {names}{suffix}"
GLOB_CALL_RE = re.compile(r'circleci tests glob "([^"]+)"')
KEYWORD_RE = re.compile(r"-k\s+\\?[\"']([^\"'\\]+)")
@ -317,14 +316,16 @@ def _keyword_terms(
def _slices() -> tuple[Slice, ...]:
if not CIRCLECI_CONFIG.exists():
return ()
test_files: Final = frozenset(_test_files())
jobs: Final = yaml.safe_load(CIRCLECI_CONFIG.read_text()).get("jobs", {})
return tuple(
Slice(job=f"{path.name}:{job}", globs=globs, named=named, required=required, excluded=excluded, understood=understood)
for path in _config_files()
for job, body in yaml.safe_load(path.read_text()).get("jobs", {}).items()
Slice(job=job, globs=globs, named=named, required=required, excluded=excluded, understood=understood)
for job, body in jobs.items()
for text in ("\n".join(_strings(body)),)
if "pytest" in text
for globs in (tuple(token for token in TEST_TOKEN_RE.findall(text) if GLOB_CHARS & set(token)),)
for globs in (tuple(GLOB_CALL_RE.findall(text)),)
for named in (frozenset(TEST_TOKEN_RE.findall(text)) & test_files,)
for required, excluded, understood in (
_keyword_terms(tuple(KEYWORD_RE.findall(text)), attributable=len(globs) < 2),
@ -351,11 +352,16 @@ def _matchable_names(relative_path: str) -> frozenset[str]:
def _workflow_named_tokens() -> frozenset[str]:
"""Test tokens a GitHub Actions job names directly.
A CircleCI `-k` that deselects a file no longer means the file runs nowhere once a
workflow names it, so the slice check has to credit those the same way the census does.
"""
return _invoked_test_tokens(
scalar
for path in _config_files()
if path != CIRCLECI_CONFIG
for scalar in _scalars(yaml.safe_load(path.read_text(encoding="utf-8")), path.name)
if not KEYWORD_RE.search(scalar.value)
)
@ -560,28 +566,13 @@ def _owns(workflow: str, relative_path: str) -> bool:
return owned_root is not None and relative_path.startswith(owned_root)
def _expression_suites(value: str) -> tuple[str, ...]:
suites: Final = chain.from_iterable(map(json.loads, re.findall(r"'(\[[^']*\])'", value)))
return tuple(suite for suite in suites if isinstance(suite, str) and "{" not in suite)
def _matrix_suites(value: object) -> tuple[str, ...]:
if isinstance(value, list):
return tuple(suite for suite in value if isinstance(suite, str))
if isinstance(value, str):
return _expression_suites(value)
return ()
def _tokens_outside_owner(relative_path: str, workflow_tokens: Mapping[str, frozenset[str]]) -> frozenset[str]:
return frozenset[str]().union(
*(tokens for workflow, tokens in workflow_tokens.items() if not _owns(workflow, relative_path))
)
def _integration_ownership(
repo_root: pathlib.Path = REPO_ROOT, *, allowlist: Allowlist | None = None
) -> tuple[frozenset[str], tuple[Finding, ...]]:
def _integration_ownership(repo_root: pathlib.Path = REPO_ROOT) -> tuple[frozenset[str], tuple[Finding, ...]]:
runner: Final = repo_root / "tests/integration/run.py"
if not runner.exists():
return frozenset(), ()
@ -598,19 +589,26 @@ def _integration_ownership(
browser_manifest: Final = repo_root / "tests/e2e/ui/tests/integrationCritical/expected.json"
browser_nodes: Final = json.loads(browser_manifest.read_text()) if browser_manifest.exists() else ()
browser_paths: Final = frozenset(node.split("::", 1)[0] for node in browser_nodes)
integration_path: Final = repo_root / ".github/workflows/test-integration.yml"
integration: Final = yaml.safe_load(integration_path.read_text()) if integration_path.exists() else {}
integration_jobs: Final = integration.get("jobs", {})
circle_path: Final = repo_root / ".circleci/config.yml"
circle: Final = yaml.safe_load(circle_path.read_text()) if circle_path.exists() else {}
circle_test_path_tokens: Final = _invoked_test_tokens(
scalar for scalar in _scalars(circle, "config.yml") if scalar.key == "test_path"
)
steps: Final = circle.get("jobs", {}).get("integration_contracts", {}).get("steps", ())
invoked: Final = any(
".github/scripts/ci/run_integration.sh" in scalar.value
for scalar in _scalars(integration_jobs, "integration")
if scalar.key == "run"
".circleci/scripts/run_integration.sh" in scalar.value
for scalar in _scalars(steps, "integration_contracts")
if scalar.key == "command"
)
scheduled: Final = frozenset(
suite
for body in integration_jobs.values()
if any(".github/scripts/ci/run_integration.sh" in scalar.value for scalar in _scalars(body, "integration"))
for suite in _matrix_suites(body.get("strategy", {}).get("matrix", {}).get("suite", ()))
for job in circle.get("workflows", {}).get("integration", {}).get("jobs", ())
if isinstance(job, dict) and "integration_contracts" in job
for suite in job["integration_contracts"]
.get("matrix", {})
.get("parameters", {})
.get("suite", (job["integration_contracts"].get("suite"),))
if isinstance(suite, str)
)
required: Final = (frozenset({"browser"}) if browser_paths else frozenset()) | frozenset(
group
@ -632,27 +630,19 @@ def _integration_ownership(
}
)
gha_tokens: Final = frozenset[str]().union(*workflow_tokens.values())
invoked_github_files: Final = frozenset(
path for path in github_files if any(_token_covers(token, path) for token in gha_tokens)
)
grouped: Final = (
circle_owned: Final = (
frozenset(str(path.relative_to(repo_root)) for path in integration_root.rglob("test_*.py")) - github_files
)
findings: Final = (
tuple(
Finding(path, "integration file outside GITHUB_FILES is selected by GitHub Actions")
for path in sorted(grouped)
if any(
_token_covers(token, path)
for workflow, tokens in workflow_tokens.items()
if workflow != "test-integration.yml"
for token in tokens
)
for path in sorted(circle_owned)
if any(_token_covers(token, path) for token in gha_tokens)
)
+ tuple(
Finding(path, "GitHub-owned integration contract has no invoking job")
for path in sorted(github_files)
if path not in invoked_github_files and not (allowlist is not None and allowlist.covers_test(path))
if not any(_token_covers(token, path) for token in gha_tokens | circle_test_path_tokens)
)
+ tuple(
Finding(path, "GitHub-owned integration file is missing")
@ -668,7 +658,6 @@ def _integration_ownership(
browser_commands: Final = tuple(
scalar.value
for path in (repo_root / ".github/workflows").glob("*.y*ml")
if path.name != "test-integration.yml"
for scalar in _scalars(yaml.safe_load(path.read_text()), path.name)
if scalar.key in {"run", "command"}
)
@ -701,14 +690,14 @@ def _integration_ownership(
else ()
)
group_findings: Final = tuple(
Finding(group, "canonical integration group is not scheduled by GitHub Actions")
Finding(group, "canonical integration group is not scheduled by CircleCI")
for group in sorted(required - scheduled)
) + tuple(Finding(path, "canonical node must have exactly one integration group") for path in sorted(ungrouped))
if not paths or not invoked or not scheduled:
return frozenset(), findings + (
Finding(str(runner.relative_to(repo_root)), "dedicated GitHub Actions runner is missing"),
Finding(str(runner.relative_to(repo_root)), "dedicated CircleCI runner is missing"),
)
return paths | browser_paths | invoked_github_files, findings + group_findings + browser_findings + exclusion_findings
return paths | browser_paths | github_files, findings + group_findings + browser_findings + exclusion_findings
def main() -> int:
@ -720,7 +709,7 @@ def main() -> int:
allowlist = _load_allowlist()
scalars = _all_scalars()
integration_paths, ownership_findings = _integration_ownership(allowlist=allowlist)
integration_paths, ownership_findings = _integration_ownership()
test_findings = _uncovered_tests(
allowlist,
_invoked_selections(scalars) + (Selection(included=integration_paths, ignored=frozenset()),),
@ -742,8 +731,8 @@ def main() -> int:
)
if ownership_findings:
browser_remedy = (
" The browser group in test-integration.yml owns the integrationCritical Playwright contracts. "
"Other workflows and the default Playwright config must exclude them."
" CircleCI's browser group owns the integrationCritical Playwright contracts, so no GitHub workflow may "
"select them and the default Playwright config must exclude them."
if any("browser" in finding.detail or "Playwright" in finding.detail for finding in ownership_findings)
else ""
)

View file

@ -1,68 +0,0 @@
#!/usr/bin/env bash
set -uo pipefail
category="${1:?usage: classify_changes.sh <backend|client|ui|cost-map-only|mcp-dependencies|windows-release|redis-compat>}"
has_client=false
has_backend=false
has_ci=false
has_cost_map=false
has_mcp_dependencies=false
has_windows_release=false
has_redis_compat=false
outside_cost_map_set=false
while IFS= read -r file || [ -n "$file" ]; do
[ -n "$file" ] || continue
case "$file" in
litellm/_redis.py | litellm/_redis_credential_provider.py | litellm/caching/redis_cache.py | litellm/caching/evicted_client_closer.py | tests/unit/test_redis.py | tests/integration/sdk/test_redis_cluster_iam_auth.py | tests/unit/caching/test_redis_connection_pool.py | tests/unit/caching/test_redis_cluster_cache.py | tests/unit/caching/test_evicted_client_closer.py | .github/workflows/test-unit.yml | .github/actions/detect-changes/* | .github/scripts/detect_changes.sh | .github/scripts/ci/classify_changes.sh | tests/integration/run.py | pyproject.toml | uv.lock)
has_redis_compat=true ;;
esac
case "$file" in
*.md | *.mdx) : ;;
pyproject.toml | */pyproject.toml | uv.lock | uv.toml | .python-version | litellm/rust/* | litellm/__init__.py | litellm/proxy/proxy_server.py | litellm/*mcp* | tests/*mcp* | litellm/integrations/arize/* | tests/base_sdk_tests/* | litellm/scripts/check_mcp_sdk_install.py | .github/workflows/test-mcp-dependency-resolution.yml | .github/actions/detect-changes/* | .github/actions/setup-uv-with-retries/* | .github/actions/cache-cargo-build/* | .github/scripts/detect_changes.sh | .github/scripts/uv_sync_with_retries.sh | .github/scripts/ci/classify_changes.sh | tests/unit/test_ci_path_filter.py | tests/unit/test_detect_changes.py)
has_mcp_dependencies=true ;;
esac
case "$file" in
litellm/rust/* | litellm/rust_bridge/* | pyproject.toml | uv.lock | tests/windows_tests/* | .github/scripts/ci/* | .github/actions/*)
has_windows_release=true ;;
esac
case "$file" in
litellm/ui/* | tests/e2e/ui/*) has_client=true ;;
*.md | *.mdx) : ;;
.github/*) has_ci=true; has_backend=true ;;
*) has_backend=true ;;
esac
case "$file" in
model_prices_and_context_window.json | litellm/model_prices_and_context_window_backup.json)
has_cost_map=true ;;
tests/unit/proxy/*) : ;;
*) outside_cost_map_set=true ;;
esac
done
case "$category" in
mcp-dependencies)
[ "$has_mcp_dependencies" = true ] && echo run || echo skip
;;
cost-map-only)
{ [ "$has_cost_map" = true ] && [ "$outside_cost_map_set" = false ]; } && echo run || echo skip
;;
windows-release)
[ "$has_windows_release" = true ] && echo run || echo skip
;;
redis-compat)
[ "$has_redis_compat" = true ] && echo run || echo skip
;;
backend)
[ "$has_backend" = true ] && echo run || echo skip
;;
client)
{ [ "$has_client" = true ] || [ "$has_backend" = true ]; } && echo run || echo skip
;;
ui)
{ [ "$has_client" = true ] || [ "$has_ci" = true ]; } && echo run || echo skip
;;
*)
echo run
;;
esac

View file

@ -16,7 +16,7 @@ run_full() {
}
here="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
classify="${here}/ci/classify_changes.sh"
classify="${here}/../../.circleci/scripts/classify_changes.sh"
[ -n "${PR_NUMBER:-}" ] || run_full "not a pull_request event"
[ -n "${REPO:-}" ] || run_full "no repository in the environment"

View file

@ -1,13 +0,0 @@
#!/usr/bin/env bash
set -euo pipefail
root=$(git rev-parse --show-toplevel)
toolchain=$(sed -n 's/^[[:space:]]*channel[[:space:]]*=[[:space:]]*"\([^"]*\)".*/\1/p' "$root/litellm/rust/rust-toolchain.toml")
test -n "$toolchain"
rustup toolchain install "$toolchain" --profile minimal --component rustfmt --component clippy --no-self-update
{
echo "RUSTUP_TOOLCHAIN=$toolchain"
echo "CARGO_NET_RETRY=5"
echo "CARGO_HTTP_MULTIPLEXING=false"
echo "SQLX_OFFLINE=${SQLX_OFFLINE:-true}"
} >> "${GITHUB_ENV:?GITHUB_ENV is required}"

View file

@ -128,20 +128,6 @@ def main(
member.filename
for member in wheel_members
if member.filename.endswith((".pdb", ".dwp", ".rlib", ".rmeta", "Cargo.toml", "Cargo.lock"))
or member.filename.startswith(
(
"litellm/deploy/",
"litellm/ui/",
"litellm/vscode-extension/",
"litellm/enterprise/",
"litellm/proxy-extras/",
"litellm/rust/",
"litellm/packaging/",
"litellm/scripts/",
"litellm/runtime/",
"litellm/schema.prisma",
)
)
or any(part.endswith(".dSYM") for part in PurePosixPath(member.filename).parts)
)
native_member: Final = native_members[0]
@ -228,7 +214,7 @@ def main(
native_module: Final = load_native_module(native_path)
native_module_loads: Final = native_module is not None
panic_test_hook_absent: Final = native_module is not None and not hasattr(native_module, "_panic_for_test")
native_size_limit: Final = 55_000_000
native_size_limit: Final = 48_000_000
native_size_within_limit: Final = native_member.file_size <= native_size_limit
validations: Final = (
(f"Python tag is {EXPECTED_PYTHON_TAG}", python_tag == EXPECTED_PYTHON_TAG),

View file

@ -1,22 +0,0 @@
# Custom Semgrep rules for LiteLLM
Add custom rule YAML files here. Semgrep loads all `.yml`/`.yaml` files under this directory.
**Run only custom rules (CI / fail on findings):**
```bash
semgrep scan --config .github/semgrep/rules . --error
```
**Run with registry + custom rules:**
```bash
semgrep scan --config auto --config .github/semgrep/rules .
```
**Layout:**
- `python/` – Python-specific rules (security, patterns)
- Add more subdirs as needed (e.g. `generic/` for language-agnostic rules)
See [Semgrep rule syntax](https://semgrep.dev/docs/writing-rules/rule-syntax/).

View file

@ -16,8 +16,8 @@ on:
pull_request:
paths:
- .github/workflows/auto-close-duplicates.yml
- litellm/scripts/auto-close-duplicates.ts
- litellm/scripts/auto-close-duplicates.test.ts
- scripts/auto-close-duplicates.ts
- scripts/auto-close-duplicates.test.ts
permissions: {}
@ -40,7 +40,7 @@ jobs:
bun-version: "1.4.0"
- name: Test the sweep
run: bun test litellm/scripts/auto-close-duplicates.test.ts
run: bun test scripts/auto-close-duplicates.test.ts
sweep:
if: github.event_name != 'pull_request' && github.repository == 'BerriAI/litellm'
@ -62,7 +62,7 @@ jobs:
bun-version: "1.4.0"
- name: Close unanswered duplicates, reopen ones the reporter answered
run: bun run litellm/scripts/auto-close-duplicates.ts
run: bun run scripts/auto-close-duplicates.ts
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
DRY_RUN: ${{ inputs.dry_run == true }}

View file

@ -3,9 +3,9 @@ name: Check Schema Sync
on:
pull_request:
paths:
- 'litellm/schema.prisma'
- 'schema.prisma'
- 'litellm/proxy/schema.prisma'
- 'litellm/proxy-extras/litellm_proxy_extras/schema.prisma'
- 'litellm-proxy-extras/litellm_proxy_extras/schema.prisma'
permissions:
contents: read
@ -16,7 +16,7 @@ concurrency:
jobs:
check-sync:
name: Verify litellm/schema.prisma copies match the canonical schema
name: Verify schema.prisma copies match root
runs-on: ubuntu-latest
timeout-minutes: 5
steps:
@ -27,7 +27,7 @@ jobs:
- name: Reject symlinked schema files
run: |
for f in litellm/schema.prisma litellm/proxy/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma; do
for f in schema.prisma litellm/proxy/schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma; do
if [ -L "$f" ]; then
echo "::error file=$f::$f is a symlink, which is not allowed"
exit 1
@ -38,24 +38,24 @@ jobs:
run: |
EXIT=0
diff litellm/schema.prisma litellm/proxy/schema.prisma || {
echo "::error file=litellm/proxy/schema.prisma::litellm/proxy/schema.prisma differs from root litellm/schema.prisma"
diff schema.prisma litellm/proxy/schema.prisma || {
echo "::error file=litellm/proxy/schema.prisma::litellm/proxy/schema.prisma differs from root schema.prisma"
EXIT=1
}
diff litellm/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma || {
echo "::error file=litellm/proxy-extras/litellm_proxy_extras/schema.prisma::litellm/proxy-extras/litellm_proxy_extras/schema.prisma differs from root litellm/schema.prisma"
diff schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma || {
echo "::error file=litellm-proxy-extras/litellm_proxy_extras/schema.prisma::litellm-proxy-extras/litellm_proxy_extras/schema.prisma differs from root schema.prisma"
EXIT=1
}
if [ "$EXIT" -ne 0 ]; then
echo ""
echo "Schema files are out of sync."
echo "The root litellm/schema.prisma is the source of truth."
echo "The root schema.prisma is the source of truth."
echo ""
echo "To fix, run from the repo root:"
echo " cp litellm/schema.prisma litellm/proxy/schema.prisma"
echo " cp litellm/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma"
echo " cp schema.prisma litellm/proxy/schema.prisma"
echo " cp schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma"
exit 1
fi

View file

@ -4,7 +4,7 @@ on:
pull_request:
paths:
- tests/e2e/claude_code/cron_vm/**
- tests/e2e/cli_harness/npm_version_resolver.py
- tests/e2e/claude_code/pr_gate_version_resolver.py
- .github/workflows/compat-matrix-image.yml
workflow_dispatch:
@ -26,24 +26,17 @@ jobs:
with:
persist-credentials: false
- name: Install the pinned uv the cron image ships
env:
UV_VERSION: 0.10.9
UV_SHA256: 20d79708222611fa540b5c9ed84f352bcd3937740e51aacc0f8b15b271c57594
run: |
set -euo pipefail
curl -fsSLo "$RUNNER_TEMP/uv.tar.gz" "https://github.com/astral-sh/uv/releases/download/${UV_VERSION}/uv-x86_64-unknown-linux-gnu.tar.gz"
echo "${UV_SHA256} $RUNNER_TEMP/uv.tar.gz" | sha256sum -c -
mkdir -p "$RUNNER_TEMP/bin"
tar -xzf "$RUNNER_TEMP/uv.tar.gz" -C "$RUNNER_TEMP/bin" --strip-components=1 uv-x86_64-unknown-linux-gnu/uv
echo "$RUNNER_TEMP/bin" >> "$GITHUB_PATH"
- name: Build the Render cron image
run: docker build -f tests/e2e/claude_code/cron_vm/Dockerfile -t compat-matrix:${{ github.sha }} tests/e2e
- name: Resolve and install the Claude Code CLI as an unprivileged user
- name: Resolve and install the Claude Code CLI as the cron user
run: |
set -euo pipefail
whoami
gh --version
uv --version
version="$(uv run --no-project --python 3.12 python tests/e2e/cli_harness/npm_version_resolver.py @anthropic-ai/claude-code)"
tests/e2e/claude_code/cron_vm/install_claude_code.sh "${version}" "$RUNNER_TEMP/claude-cli"
"$RUNNER_TEMP/claude-cli/claude" --version
docker run --rm compat-matrix:${{ github.sha }} bash -c '
set -euo pipefail
whoami
gh --version
uv --version
version="$(uv run --no-project --python 3.12 python /opt/litellm/tests/e2e/claude_code/pr_gate_version_resolver.py)"
/opt/litellm/tests/e2e/claude_code/cron_vm/install_claude_code.sh "${version}" /tmp/claude-cli
/tmp/claude-cli/claude --version
'

View file

@ -3,7 +3,7 @@ name: Conventional PR Title
# Squash-merge replaces the merge commit subject with the PR title, so
# enforcing Conventional Commits at the PR-title level is what actually gates
# the commits that land on the default branch. The local commit-msg hook
# (litellm/scripts/githooks/commit-msg) is a best-effort assist; this workflow is the gate.
# (.githooks/commit-msg) is a best-effort assist; this workflow is the gate.
#
# See https://www.conventionalcommits.org/en/v1.0.0/
@ -28,7 +28,7 @@ jobs:
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
with:
# Must mirror the type list in litellm/scripts/githooks/commit-msg.
# Must mirror the type list in .githooks/commit-msg.
types: |
feat
fix

View file

@ -49,15 +49,7 @@ jobs:
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
HEAD_REF: ${{ github.event.pull_request.head.ref }}
run: |
guard=litellm/scripts/ci_cd/cost_map_guard.py
# TODO: Drop the legacy path after this lands on main.
if [ ! -f "$guard" ]; then
guard=scripts/ci_cd/cost_map_guard.py
fi
if [ ! -f "$guard" ]; then
guard=ci_cd/cost_map_guard.py
fi
uv run --no-project python "$guard" --base "$MERGE_BASE" --head "$HEAD_SHA" --head-ref "$HEAD_REF"
uv run --no-project python ci_cd/cost_map_guard.py --base "$MERGE_BASE" --head "$HEAD_SHA" --head-ref "$HEAD_REF"
- name: Check whether the pull request changes the cost map
id: changed
env:
@ -77,5 +69,5 @@ jobs:
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
run: |
git show "${HEAD_SHA}:model_prices_and_context_window.json" > "$RUNNER_TEMP/model_prices_and_context_window.json"
cargo run --locked --quiet --manifest-path litellm/rust/Cargo.toml -p litellm-model-catalog --bin check-registry \
cargo run --locked --quiet --manifest-path litellm-rust/Cargo.toml -p litellm-model-catalog --bin check-registry \
-- "$RUNNER_TEMP/model_prices_and_context_window.json"

View file

@ -8,7 +8,7 @@ on:
paths:
- model_prices_and_context_window.json
- litellm/model_prices_and_context_window_backup.json
- litellm/scripts/ci_cd/cost_map_pins.json
- ci_cd/cost_map_pins.json
permissions: {}
@ -28,8 +28,8 @@ jobs:
BEFORE_SHA: ${{ github.event.before }}
AFTER_SHA: ${{ github.event.after }}
FORCED: ${{ github.event.forced }}
COST_MAP_PATHS: '["model_prices_and_context_window.json", "litellm/model_prices_and_context_window_backup.json", "litellm/scripts/ci_cd/cost_map_pins.json"]'
PINS_PATHS: '["litellm/scripts/ci_cd/cost_map_pins.json"]'
COST_MAP_PATHS: '["model_prices_and_context_window.json", "litellm/model_prices_and_context_window_backup.json", "ci_cd/cost_map_pins.json"]'
PINS_PATHS: '["ci_cd/cost_map_pins.json"]'
run: |
if [[ "$BEFORE_SHA" =~ ^0+$ || "$FORCED" == true ]] \
|| ! gh api "repos/${GITHUB_REPOSITORY}/compare/${BEFORE_SHA}...${AFTER_SHA}?per_page=1" \

View file

@ -0,0 +1,30 @@
name: Deploy main to gateway-dev
on:
push:
branches: [main]
permissions: {}
concurrency:
group: deploy-dev-dispatch
cancel-in-progress: true
jobs:
dispatch:
if: github.repository == 'BerriAI/litellm'
runs-on: ubuntu-latest
timeout-minutes: 5
steps:
- uses: actions/create-github-app-token@fee1f7d63c2ff003460e3d139729b119787bc349 # v2.2.2
id: token
with:
app-id: ${{ secrets.LITELLM_OPS_DISPATCH_APP_ID }}
private-key: ${{ secrets.LITELLM_OPS_DISPATCH_APP_PRIVATE_KEY }}
owner: BerriAI
repositories: litellm-ops
permission-actions: write
- name: Dispatch the litellm-ops dev deploy
env:
GH_TOKEN: ${{ steps.token.outputs.token }}
run: gh api --method POST repos/BerriAI/litellm-ops/actions/workflows/deploy-dev.yml/dispatches -f ref=main

View file

@ -13,9 +13,9 @@ on:
- .github/workflows/duplicate_issue_check.yml
- .github/prompts/duplicate-issue-check.md
- .github/prompts/duplicate-issue-check.schema.json
- litellm/scripts/flag-duplicate-issue.ts
- litellm/scripts/flag-duplicate-issue.test.ts
- litellm/scripts/auto-close-duplicates.ts
- scripts/flag-duplicate-issue.ts
- scripts/flag-duplicate-issue.test.ts
- scripts/auto-close-duplicates.ts
permissions: {}
@ -38,7 +38,7 @@ jobs:
bun-version: "1.4.0"
- name: Test the flag step
run: bun test litellm/scripts/flag-duplicate-issue.test.ts
run: bun test scripts/flag-duplicate-issue.test.ts
classify:
if: github.event_name != 'pull_request' && github.repository == 'BerriAI/litellm'
@ -125,7 +125,7 @@ jobs:
- name: Checkout scripts
uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
sparse-checkout: litellm/scripts
sparse-checkout: scripts
persist-credentials: false
- name: Setup Bun
@ -134,7 +134,7 @@ jobs:
bun-version: "1.4.0"
- name: Comment and label
run: bun run litellm/scripts/flag-duplicate-issue.ts
run: bun run scripts/flag-duplicate-issue.ts
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
VERDICT: ${{ needs.classify.outputs.verdict }}

View file

@ -8,8 +8,8 @@ on:
paths:
- "uv.lock"
- "pyproject.toml"
- "litellm/proxy-extras/pyproject.toml"
- "litellm/enterprise/pyproject.toml"
- "litellm-proxy-extras/pyproject.toml"
- "enterprise/pyproject.toml"
permissions: {}
@ -130,12 +130,8 @@ jobs:
}
check_deps base/pyproject.toml pr/pyproject.toml "pyproject.toml" || had_error=1
base_extras=base/litellm/proxy-extras/pyproject.toml
[ -f "$base_extras" ] || base_extras=base/litellm-proxy-extras/pyproject.toml
base_enterprise=base/litellm/enterprise/pyproject.toml
[ -f "$base_enterprise" ] || base_enterprise=base/enterprise/pyproject.toml
check_deps "$base_extras" pr/litellm/proxy-extras/pyproject.toml "litellm/proxy-extras/pyproject.toml" || had_error=1
check_deps "$base_enterprise" pr/litellm/enterprise/pyproject.toml "litellm/enterprise/pyproject.toml" || had_error=1
check_deps base/litellm-proxy-extras/pyproject.toml pr/litellm-proxy-extras/pyproject.toml "litellm-proxy-extras/pyproject.toml" || had_error=1
check_deps base/enterprise/pyproject.toml pr/enterprise/pyproject.toml "enterprise/pyproject.toml" || had_error=1
if [ "$had_error" -ne 0 ]; then
echo ""

View file

@ -7,30 +7,35 @@ on:
- litellm_oss_branch
- "litellm_**"
paths:
- litellm/deploy/docker/Dockerfile
- litellm/deploy/docker/Dockerfile.dockerignore
- litellm/deploy/docker/docker-entrypoint.sh
- litellm/runtime/migrations/run.py
- litellm/runtime/gateway/main.py
- litellm/runtime/gateway/launch.py
- litellm/runtime/gateway/routes/allowlist.py
- litellm/cli/**
- .github/packaging/**
- litellm/runtime/backend/main.py
- litellm/runtime/backend/routes/allowlist.py
- litellm/rust/**
- Dockerfile
- docker/Dockerfile.non_root
- docker/Dockerfile.database
- migrations/Dockerfile
- migrations/run.py
- gateway/Dockerfile
- gateway/launch.py
- gateway/main.py
- gateway/routes/allowlist.py
- litellm_cli/**
- backend/Dockerfile
- backend/main.py
- litellm-rust/**
- litellm/proxy/lens/**
- docker/component_entrypoint.sh
- docker/entrypoint.sh
- litellm/proxy/prisma_migration.py
- litellm/proxy/admin_mcp.py
- litellm/proxy/proxy_server.py
- backend/routes/allowlist.py
- pyproject.toml
- litellm/proxy-extras/**
- litellm-proxy-extras/**
- tests/integration/database/image/**
- uv.lock
- litellm/ui/litellm-dashboard/package-lock.json
- litellm/ui/nginx.conf
- ui/litellm-dashboard/package-lock.json
- ui/Dockerfile
- ui/nginx.conf
- .github/workflows/image-scan.yml
- .github/grype.yaml
- .grype.yaml
schedule:
- cron: "41 6 * * *"
workflow_dispatch:
@ -41,18 +46,14 @@ concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
cancel-in-progress: true
env:
IMAGE: litellm-image-scan:${{ github.sha }}
ADMIN_MCP_SCHEMA_IMAGE: litellm-admin-mcp-schema:${{ github.sha }}
jobs:
build:
name: build
image-scan:
name: image-scan
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 60
timeout-minutes: 30
permissions:
contents: read
steps:
@ -60,129 +61,7 @@ jobs:
with:
persist-credentials: false
- name: Build the image
run: docker build -f litellm/deploy/docker/Dockerfile --build-arg MATURIN_PEP517_ARGS="--profile ci" --build-arg LITELLM_RELEASE_TAG=v0.0.0-lens-ci -t "$IMAGE" .
- name: Save the image for the verify matrix
run: docker save "$IMAGE" | zstd -T0 -3 -o "$RUNNER_TEMP/litellm-image.tar.zst"
- uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
with:
name: litellm-image
path: ${{ runner.temp }}/litellm-image.tar.zst
retention-days: 1
compression-level: 0
- name: Build the Admin MCP schema image
run: docker build -f litellm/deploy/docker/Dockerfile --build-arg MATURIN_PEP517_ARGS="--profile ci" --build-arg LITELLM_RELEASE_TAG=v0.0.0-lens-ci --target builder -t "$ADMIN_MCP_SCHEMA_IMAGE" .
- name: Save the Admin MCP schema image for the verify matrix
run: docker save "$ADMIN_MCP_SCHEMA_IMAGE" | zstd -T0 -3 -o "$RUNNER_TEMP/litellm-admin-mcp-schema.tar.zst"
- uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
with:
name: litellm-admin-mcp-schema
path: ${{ runner.temp }}/litellm-admin-mcp-schema.tar.zst
retention-days: 1
compression-level: 0
verify:
name: verify (${{ matrix.check }})
needs: build
runs-on: ubuntu-latest
timeout-minutes: 45
permissions:
contents: read
strategy:
fail-fast: false
matrix:
check: [scan, migrations, gateway, backend, ui, collector]
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
with:
name: litellm-image
path: ${{ runner.temp }}
- name: Load the image
run: zstd -d --stdout "$RUNNER_TEMP/litellm-image.tar.zst" | docker load
- uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
if: matrix.check == 'migrations' || matrix.check == 'backend'
with:
name: litellm-admin-mcp-schema
path: ${{ runner.temp }}
- name: Load the Admin MCP schema image
if: matrix.check == 'migrations' || matrix.check == 'backend'
run: zstd -d --stdout "$RUNNER_TEMP/litellm-admin-mcp-schema.tar.zst" | docker load
- name: Set up Python
if: matrix.check != 'scan'
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Install pytest
if: matrix.check != 'scan'
run: python -m pip install "pytest==9.0.3"
# The prisma bake must migrate a fresh DB with no egress as an arbitrary
# non-root uid (OpenShift restricted-v2 / air-gapped / readOnlyFilesystem).
# `docker run` as the default uid with network hides a broken bake because
# the migration entrypoint exits 0 even when it applied nothing; asserting
# the schema was created is what catches it.
- name: Verify offline migration as a non-root uid
if: matrix.check == 'migrations'
env:
LITELLM_IMAGE: ${{ env.IMAGE }}
LITELLM_ADMIN_MCP_SCHEMA_IMAGE: ${{ env.ADMIN_MCP_SCHEMA_IMAGE }}
run: |
python -m pytest --noconftest -v \
tests/integration/database/image/test_offline_image_migration.py \
tests/integration/database/image/test_image_bedrock_realtime_extra.py \
tests/integration/database/image/test_image_admin_mcp.py
- name: Verify the gateway component serves offline as a non-root uid
if: matrix.check == 'gateway'
env:
LITELLM_IMAGE: ${{ env.IMAGE }}
LITELLM_COMPONENT: gateway
LITELLM_IMAGE_COMPONENT: gateway
run: |
python -m pytest --noconftest -v \
tests/integration/database/image/test_component_image_serves_offline.py \
tests/integration/database/image/test_image_admin_mcp.py
- name: Verify the backend component serves offline as a non-root uid
if: matrix.check == 'backend'
env:
LITELLM_IMAGE: ${{ env.IMAGE }}
LITELLM_COMPONENT: backend
LITELLM_IMAGE_COMPONENT: backend
LITELLM_ADMIN_MCP_SCHEMA_IMAGE: ${{ env.ADMIN_MCP_SCHEMA_IMAGE }}
run: |
python -m pytest --noconftest -v \
tests/integration/database/image/test_component_image_serves_offline.py \
tests/integration/database/image/test_image_admin_mcp.py
- name: Verify the ui component serves as an arbitrary uid with a read-only root fs
if: matrix.check == 'ui'
env:
LITELLM_IMAGE: ${{ env.IMAGE }}
run: python -m pytest --noconftest -v tests/integration/database/image/test_ui_image_serves_offline.py
- name: Verify the collector creates its socket as the image user
if: matrix.check == 'collector'
env:
LITELLM_IMAGE: ${{ env.IMAGE }}
run: python -m pytest --noconftest -v tests/integration/database/image/test_collector_image_serves_socket.py
- name: Download Grype v0.114.0
if: matrix.check == 'scan'
run: |
curl -fsSL --retry 3 -o "$RUNNER_TEMP/grype.tar.gz" \
https://github.com/anchore/grype/releases/download/v0.114.0/grype_0.114.0_linux_amd64.tar.gz
@ -190,6 +69,33 @@ jobs:
tar xzf "$RUNNER_TEMP/grype.tar.gz" -C "$RUNNER_TEMP" grype
chmod +x "$RUNNER_TEMP/grype"
# Dockerfile.non_root is the rootless variant we ship. The other
# Dockerfiles share the same wolfi base and apk set, so OS-layer coverage
# is the same; matrix-scan if those variants ever diverge.
- name: Build runtime image
run: docker build -f docker/Dockerfile.non_root -t litellm-image-scan:${{ github.sha }} .
- name: Tag the cached builder for Admin MCP schema setup
run: docker build --target builder -f docker/Dockerfile.non_root -t litellm-admin-mcp-schema:${{ github.sha }} .
# The prisma bake must migrate a fresh DB with no egress as an arbitrary
# non-root uid (OpenShift restricted-v2 / air-gapped / readOnlyRootFilesystem).
# `docker run` as the default uid with network hides a broken bake because
# the migration entrypoint exits 0 even when it applied nothing; asserting
# the schema was created is what catches it.
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify offline migration as a non-root uid
env:
LITELLM_IMAGE: litellm-image-scan:${{ github.sha }}
LITELLM_ADMIN_MCP_SCHEMA_IMAGE: litellm-admin-mcp-schema:${{ github.sha }}
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_offline_image_migration.py tests/integration/database/image/test_image_bedrock_realtime_extra.py tests/integration/database/image/test_image_admin_mcp.py -v
# Scans the whole shipped artifact: OS/apk plus every language package
# baked into the image, including ones no lockfile declares (e.g. prisma's
# vendored node engine) that osv-scan cannot see. osv-scan stays the fast
@ -197,12 +103,175 @@ jobs:
# free OSS, run as a pinned, checksum-verified binary; no GitHub Action
# dependency and no vendor SaaS callout.
- name: Scan image for fixable HIGH/CRITICAL CVEs
if: matrix.check == 'scan'
env:
GRYPE_MATCH_PYTHON_USING_CPES: "true"
run: |
"$RUNNER_TEMP/grype" "$IMAGE" \
--config .github/grype.yaml \
"$RUNNER_TEMP/grype" litellm-image-scan:${{ github.sha }} \
--config .grype.yaml \
--only-fixed \
--fail-on high \
--output table
runtime-image:
name: runtime-image (${{ matrix.dockerfile }})
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 45
permissions:
contents: read
strategy:
fail-fast: false
matrix:
dockerfile: [Dockerfile, docker/Dockerfile.database]
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Build runtime image
run: docker build --build-arg LITELLM_RELEASE_TAG=v0.0.0-lens-ci -f "${{ matrix.dockerfile }}" -t litellm-runtime-scan:${{ github.sha }} .
- name: Tag the cached builder for Admin MCP schema setup
run: docker build --target builder -f "${{ matrix.dockerfile }}" -t litellm-admin-mcp-schema:${{ github.sha }} .
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify offline migration as a non-root uid
env:
LITELLM_IMAGE: litellm-runtime-scan:${{ github.sha }}
LITELLM_ADMIN_MCP_SCHEMA_IMAGE: litellm-admin-mcp-schema:${{ github.sha }}
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_offline_image_migration.py tests/integration/database/image/test_image_bedrock_realtime_extra.py tests/integration/database/image/test_image_admin_mcp.py -v
migrations-image:
name: migrations-image
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 30
permissions:
contents: read
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Build migrations image
run: docker build -f migrations/Dockerfile -t litellm-migrations-scan:${{ github.sha }} .
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify offline migration as a non-root uid
env:
LITELLM_IMAGE: litellm-migrations-scan:${{ github.sha }}
LITELLM_MIGRATION_INTERPRETER: python3
LITELLM_MIGRATION_SCRIPT: /app/run.py
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_offline_image_migration.py -v
gateway-image:
name: gateway-image
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 30
permissions:
contents: read
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Build gateway image
run: docker build -f gateway/Dockerfile -t litellm-gateway-scan:${{ github.sha }} .
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify the gateway serves offline as a non-root uid
env:
LITELLM_IMAGE: litellm-gateway-scan:${{ github.sha }}
LITELLM_COMPONENT_PORT: "4000"
LITELLM_IMAGE_COMPONENT: gateway
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_component_image_serves_offline.py tests/integration/database/image/test_image_bedrock_realtime_extra.py tests/integration/database/image/test_image_admin_mcp.py -v
ui-image:
name: ui-image
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 30
permissions:
contents: read
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Build UI image
run: docker build -f ui/Dockerfile -t litellm-ui-scan:${{ github.sha }} .
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify the UI serves offline as an arbitrary uid with a read-only root fs
env:
LITELLM_IMAGE: litellm-ui-scan:${{ github.sha }}
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_ui_image_serves_offline.py -v
backend-image:
name: backend-image
runs-on: ubuntu-latest
if: >-
github.event_name != 'pull_request' ||
github.event.pull_request.head.repo.full_name == github.repository
timeout-minutes: 30
permissions:
contents: read
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Build backend image
run: docker build -f backend/Dockerfile -t litellm-backend-scan:${{ github.sha }} .
- name: Tag the cached builder for Admin MCP schema setup
run: docker build --target builder -f backend/Dockerfile -t litellm-admin-mcp-schema:${{ github.sha }} .
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Verify the backend serves offline as a non-root uid
env:
LITELLM_IMAGE: litellm-backend-scan:${{ github.sha }}
LITELLM_ADMIN_MCP_SCHEMA_IMAGE: litellm-admin-mcp-schema:${{ github.sha }}
LITELLM_COMPONENT_PORT: "4001"
LITELLM_IMAGE_COMPONENT: backend
run: |
python -m pip install "pytest==9.0.3"
python -m pytest --noconftest tests/integration/database/image/test_component_image_serves_offline.py tests/integration/database/image/test_image_admin_mcp.py -v

View file

@ -49,9 +49,9 @@ jobs:
id: compliance
run: |
uv run --no-sync pytest tests/unit/interactions/test_openapi_compliance.py \
--interactions-spec-url=https://aistudio.google.com/api-reference/interactions.openapi.json \
--interactions-spec-url=https://ai.google.dev/static/api/interactions.openapi.json \
--tb=short -vv -p no:rerunfailures -p no:pytest-retry \
--allow-hosts=127.0.0.1,::1,localhost,ai.google.dev,aistudio.google.com
--allow-hosts=127.0.0.1,::1,localhost,ai.google.dev
tracking-issue:
name: tracking-issue

View file

@ -16,12 +16,12 @@ on:
- .github/issue-labels.json
- .github/ISSUE_TEMPLATE/bug_report.yml
- .github/ISSUE_TEMPLATE/feature_request.yml
- litellm/scripts/classify-issue.ts
- litellm/scripts/classify-issue.test.ts
- litellm/scripts/label-issue.ts
- litellm/scripts/label-issue.test.ts
- litellm/scripts/issue-labels.ts
- litellm/scripts/auto-close-duplicates.ts
- scripts/classify-issue.ts
- scripts/classify-issue.test.ts
- scripts/label-issue.ts
- scripts/label-issue.test.ts
- scripts/issue-labels.ts
- scripts/auto-close-duplicates.ts
permissions: {}
@ -49,7 +49,7 @@ jobs:
bun-version: "1.4.0"
- name: Test the gate, the validation and the label step
run: bun test litellm/scripts/classify-issue.test.ts litellm/scripts/label-issue.test.ts
run: bun test scripts/classify-issue.test.ts scripts/label-issue.test.ts
classify-issue:
# An edit to a labelled issue is dropped here; the script decides the rest against the live labels
@ -73,7 +73,7 @@ jobs:
with:
sparse-checkout: |
.github
litellm/scripts
scripts
persist-credentials: false
- name: Setup Bun
@ -108,7 +108,7 @@ jobs:
ISSUE_CLASSIFIER_MODEL: ${{ vars.ISSUE_CLASSIFIER_MODEL }}
run: |
set -euo pipefail
bun run litellm/scripts/classify-issue.ts > classification.json
bun run scripts/classify-issue.ts > classification.json
{
echo 'verdict<<CLASSIFICATION'
cat classification.json
@ -143,7 +143,7 @@ jobs:
with:
sparse-checkout: |
.github
litellm/scripts
scripts
persist-credentials: false
- name: Setup Bun
@ -153,7 +153,7 @@ jobs:
bun-version: "1.4.0"
- name: Replace the labels in each namespace
run: bun run litellm/scripts/label-issue.ts
run: bun run scripts/label-issue.ts
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
VERDICT: ${{ needs.classify-issue.outputs.verdict }}

View file

@ -15,9 +15,9 @@ on:
pull_request:
paths:
- .github/workflows/issue_fixed_comment.yml
- litellm/scripts/comment-fixed-issue.ts
- litellm/scripts/comment-fixed-issue.test.ts
- litellm/scripts/auto-close-duplicates.ts
- scripts/comment-fixed-issue.ts
- scripts/comment-fixed-issue.test.ts
- scripts/auto-close-duplicates.ts
permissions: {}
@ -44,7 +44,7 @@ jobs:
bun-version: "1.4.0"
- name: Test the closer lookup, the release placement, the comment and the superseded pull request close
run: bun test litellm/scripts/comment-fixed-issue.test.ts
run: bun test scripts/comment-fixed-issue.test.ts
comment-fixed-issue:
if: github.event_name != 'pull_request' && github.repository == 'BerriAI/litellm'
@ -58,7 +58,7 @@ jobs:
- name: Checkout scripts
uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
sparse-checkout: litellm/scripts
sparse-checkout: scripts
persist-credentials: false
- name: Setup Bun
@ -69,7 +69,7 @@ jobs:
- name: Name the release that carries the fix and close the pull requests it supersedes
shell: bash
run: bun run litellm/scripts/comment-fixed-issue.ts | tee -a "${GITHUB_STEP_SUMMARY}"
run: bun run scripts/comment-fixed-issue.ts | tee -a "${GITHUB_STEP_SUMMARY}"
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
ISSUE_NUMBER: ${{ github.event.issue.number || github.event.inputs.issue_number }}

View file

@ -5,7 +5,7 @@ on:
branches: [main]
paths:
- .github/issue-labels.json
- litellm/scripts/sync-issue-labels.ts
- scripts/sync-issue-labels.ts
workflow_dispatch:
inputs:
dry_run:
@ -16,9 +16,9 @@ on:
paths:
- .github/workflows/issue_label_sync.yml
- .github/issue-labels.json
- litellm/scripts/sync-issue-labels.ts
- litellm/scripts/sync-issue-labels.test.ts
- litellm/scripts/issue-labels.ts
- scripts/sync-issue-labels.ts
- scripts/sync-issue-labels.test.ts
- scripts/issue-labels.ts
permissions: {}
@ -41,7 +41,7 @@ jobs:
bun-version: "1.4.0"
- name: Test the sync
run: bun test litellm/scripts/sync-issue-labels.test.ts
run: bun test scripts/sync-issue-labels.test.ts
sync-issue-labels:
if: github.event_name != 'pull_request' && github.repository == 'BerriAI/litellm'
@ -56,7 +56,7 @@ jobs:
with:
sparse-checkout: |
.github
litellm/scripts
scripts
persist-credentials: false
- name: Setup Bun
@ -66,7 +66,7 @@ jobs:
bun-version: "1.4.0"
- name: Create or recolour every label in .github/issue-labels.json
run: bun run litellm/scripts/sync-issue-labels.ts
run: bun run scripts/sync-issue-labels.ts
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
DRY_RUN: ${{ github.event_name == 'workflow_dispatch' && inputs.dry_run == true }}

View file

@ -129,7 +129,7 @@ jobs:
set +e
uv run --no-sync --with mutmut==3.5.0 mutmut export-cicd-stats > /dev/null 2>&1
uv run --no-sync --with mutmut==3.5.0 mutmut results > mutmut-results.txt 2>&1
uv run --no-sync python litellm/scripts/mutation_report.py
uv run --no-sync python scripts/mutation_report.py
# The full report can be very long for big test files; the run-page
# summary cuts off at 1 MB. Append the head of the report (summary
# + survivor list) and link out to the artifact for the full body.

View file

@ -5,9 +5,6 @@ on:
branches:
- main
- "litellm_**"
- "rc/**"
- "stable/**"
- "lts/**"
schedule:
- cron: "23 6 * * *"
workflow_dispatch:
@ -40,7 +37,7 @@ jobs:
- name: Scan lockfiles
run: |
"$RUNNER_TEMP/osv-scanner" scan source \
--config .github/osv-scanner.toml \
--config osv-scanner.toml \
-L uv.lock \
-L litellm/ui/litellm-dashboard/package-lock.json \
-L litellm/vscode-extension/package-lock.json
-L ui/litellm-dashboard/package-lock.json \
-L vscode-extension/package-lock.json

View file

@ -3,7 +3,7 @@ name: Publish lint base counts
# Every commit on main can become a future merge-base.
# Publishing its per-rule counts for each lint gate (strict ruff, type discipline,
# test quality, basedpyright) as an artifact lets the gates download them through
# litellm/scripts/lint_base_counts.py in seconds instead of scanning the merge-base tree in
# scripts/lint_base_counts.py in seconds instead of scanning the merge-base tree in
# a throwaway worktree on every fresh checkout or moved merge-base.
# No concurrency group on purpose: runs must never cancel each other, because
# every sha's artifact matters (any of them can become a merge-base).
@ -30,15 +30,15 @@ jobs:
matrix:
include:
- checker: ruff-strict
script: litellm/scripts/ruff_strict_gate.py
script: scripts/ruff_strict_gate.py
- checker: type-discipline
script: litellm/scripts/type_discipline_gate.py
script: scripts/type_discipline_gate.py
- checker: test-quality
script: litellm/scripts/test_quality_gate.py
script: scripts/test_quality_gate.py
- checker: openapi-docs
script: litellm/scripts/openapi_docs_gate.py
script: scripts/openapi_docs_gate.py
- checker: basedpyright
script: litellm/scripts/type_check_gate.py
script: scripts/type_check_gate.py
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
@ -91,7 +91,7 @@ jobs:
- name: Emit basedpyright counts for HEAD
if: matrix.checker == 'basedpyright'
run: |
python litellm/scripts/type_check_gate.py --emit-counts-dir "$RUNNER_TEMP/lint-counts"
python scripts/type_check_gate.py --emit-counts-dir "$RUNNER_TEMP/lint-counts"
- name: Name the counts artifact
run: |

View file

@ -1,27 +0,0 @@
name: Root entry limit
on:
pull_request: {}
push:
branches: [main]
permissions:
contents: read
jobs:
root-entry-limit:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955
with:
persist-credentials: false
- name: Check root entry count
env:
MAX_ROOT_ENTRIES: 15
run: |
count=$(find . -mindepth 1 -maxdepth 1 -printf '.\n' | wc -l)
echo "Root has $count entries. Maximum is $MAX_ROOT_ENTRIES."
if [ "$count" -gt "$MAX_ROOT_ENTRIES" ]; then
echo "::error::Repository root exceeds $MAX_ROOT_ENTRIES entries. Move new files into an existing directory."
exit 1
fi

View file

@ -42,12 +42,4 @@ jobs:
MERGE_BASE: ${{ steps.revisions.outputs.merge_base }}
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
run: |
guard=litellm/scripts/ci_cd/spend_logs_guard.py
# TODO: Drop the legacy path after this lands on main.
if [ ! -f "$guard" ]; then
guard=scripts/ci_cd/spend_logs_guard.py
fi
if [ ! -f "$guard" ]; then
guard=ci_cd/spend_logs_guard.py
fi
uv run --no-project --with pydantic==2.14.1 python "$guard" --base "$MERGE_BASE" --head "$HEAD_SHA" --approver kerry-berri --reviews "$RUNNER_TEMP/reviews.json"
uv run --no-project --with pydantic==2.14.1 python ci_cd/spend_logs_guard.py --base "$MERGE_BASE" --head "$HEAD_SHA" --approver kerry-berri --reviews "$RUNNER_TEMP/reviews.json"

View file

@ -1,9 +1,9 @@
name: Sync litellm/schema.prisma copies
name: Sync schema.prisma copies
on:
pull_request:
paths:
- 'litellm/schema.prisma'
- 'schema.prisma'
# Scoped to ONLY the permissions needed:
# - contents:write to push the sync commit to the PR branch
@ -37,7 +37,7 @@ jobs:
- name: Reject symlinked schema files
run: |
for f in litellm/schema.prisma litellm/proxy/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma; do
for f in schema.prisma litellm/proxy/schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma; do
if [ -L "$f" ]; then
echo "::error file=$f::$f is a symlink, which is not allowed"
exit 1
@ -46,13 +46,13 @@ jobs:
- name: Copy root schema to other locations
run: |
cp litellm/schema.prisma litellm/proxy/schema.prisma
cp litellm/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma
cp schema.prisma litellm/proxy/schema.prisma
cp schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma
- name: Check for changes
id: diff
run: |
if git diff --quiet -- litellm/proxy/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma; then
if git diff --quiet -- litellm/proxy/schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma; then
echo "changed=false" >> "$GITHUB_OUTPUT"
echo "Schemas already in sync. Nothing to do."
else
@ -68,6 +68,6 @@ jobs:
git config user.name "github-actions[bot]"
git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
git checkout -B "$GITHUB_HEAD_REF"
git add -- litellm/proxy/schema.prisma litellm/proxy-extras/litellm_proxy_extras/schema.prisma
git commit -m "chore: sync litellm/schema.prisma copies from the canonical schema"
git add -- litellm/proxy/schema.prisma litellm-proxy-extras/litellm_proxy_extras/schema.prisma
git commit -m "chore: sync schema.prisma copies from root"
git push origin "HEAD:$GITHUB_HEAD_REF"

View file

@ -55,6 +55,7 @@ jobs:
services:
postgres:
image: postgres:16@sha256:e17e86066e5ef83e0952a9347f5c792b7ece00972e2aa787a6986f471b3dd3d5
command: -c max_connections=1000 -c shared_preload_libraries=pg_stat_statements -c pg_stat_statements.track=all -c pg_stat_statements.max=20000
env:
POSTGRES_USER: postgres
POSTGRES_PASSWORD: postgres
@ -80,17 +81,6 @@ jobs:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Configure PostgreSQL for integration workers
env:
POSTGRES_CONTAINER: ${{ job.services.postgres.id }}
run: |
docker exec "$POSTGRES_CONTAINER" sh -c 'printf "%s\n" "max_connections = 1000" "shared_preload_libraries = pg_stat_statements" "pg_stat_statements.track = all" "pg_stat_statements.max = 20000" >> "$PGDATA/postgresql.conf"'
docker restart "$POSTGRES_CONTAINER"
for attempt in $(seq 1 30); do
if docker exec "$POSTGRES_CONTAINER" pg_isready -U postgres; then exit 0; fi
sleep 1
done
exit 1
- name: Set up Python
timeout-minutes: 3
@ -116,17 +106,6 @@ jobs:
timeout-minutes: 20
run: .github/scripts/uv_sync_with_retries.sh --frozen --all-groups --all-extras
- name: Install the Rust gateway
if: matrix.suite == 'management' || matrix.suite == 'management-replica'
timeout-minutes: 15
working-directory: packaging/litellm-proxy
env:
CARGO_INCREMENTAL: "0"
run: |
uv run --no-project --with maturin==1.15.0 maturin build --profile dev --strip --out "$RUNNER_TEMP/gateway-dist"
uv pip install --no-deps --python ../../.venv/bin/python "$RUNNER_TEMP"/gateway-dist/*.whl
test -x ../../.venv/bin/litellm-gateway
- name: Install redis-server 7.2.16
timeout-minutes: 3
run: |
@ -150,22 +129,22 @@ jobs:
timeout-minutes: 5
uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
with:
node-version-file: litellm/ui/litellm-dashboard/.nvmrc
node-version-file: ui/litellm-dashboard/.nvmrc
cache: "npm"
cache-dependency-path: |
litellm/ui/litellm-dashboard/package-lock.json
ui/litellm-dashboard/package-lock.json
tests/e2e/ui/package-lock.json
- name: Install browser dependencies and build the dashboard
if: matrix.suite == 'browser'
timeout-minutes: 20
run: |
(cd litellm/ui/litellm-dashboard && npm ci)
(cd ui/litellm-dashboard && npm ci)
(cd tests/e2e/ui && npm ci)
sudo env PATH="$PATH" DEBIAN_FRONTEND=noninteractive \
node tests/e2e/ui/node_modules/@playwright/test/cli.js install-deps chromium
node tests/e2e/ui/node_modules/@playwright/test/cli.js install chromium
(cd litellm/ui/litellm-dashboard && NEXT_TELEMETRY_DISABLED=1 npm run build)
(cd ui/litellm-dashboard && NEXT_TELEMETRY_DISABLED=1 npm run build)
- name: Run integration contracts
timeout-minutes: 45
@ -176,8 +155,8 @@ jobs:
LITELLM_LICENSE: ${{ secrets.LITELLM_LICENSE }}
run: |
case "$SUITE" in
*-replica) bash .github/scripts/ci/run_integration.sh "${SUITE%-replica}" replica ;;
*) bash .github/scripts/ci/run_integration.sh "$SUITE" ;;
*-replica) bash .circleci/scripts/run_integration.sh "${SUITE%-replica}" replica ;;
*) bash .circleci/scripts/run_integration.sh "$SUITE" ;;
esac
- name: Verify every case ran exactly once

View file

@ -21,7 +21,7 @@ jobs:
pull-requests: read
actions: read
runs-on: ubuntu-latest
timeout-minutes: 30
timeout-minutes: 20
services:
redis:
image: redis@sha256:e2debfb7956fa12c7ddc79d7e645c8cf26b30c99a6e9161ea9bf4171e1668a5f
@ -73,14 +73,14 @@ jobs:
- name: Cache uv dependencies
if: steps.changes.outputs.decision != 'skip'
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
path: |
~/.cache/uv
.venv
key: ${{ runner.os }}-uv-${{ hashFiles('uv.lock') }}
key: ${{ runner.os }}-uv-lint-${{ hashFiles('uv.lock') }}
restore-keys: |
${{ runner.os }}-uv-
${{ runner.os }}-uv-lint-
- name: Clean Python cache
if: steps.changes.outputs.decision != 'skip'
@ -114,7 +114,7 @@ jobs:
- name: Check ruff format
if: steps.changes.outputs.decision != 'skip'
run: |
git diff --name-only --diff-filter=ACMR "$GATE_BASE_SHA" HEAD -- ':(glob)litellm/**/*.py' | grep -Ev '^litellm/(enterprise|ui|vscode-extension|rust|proxy-extras|packaging|cli|scripts|runtime)/' > "$RUNNER_TEMP/ruff_format_files.txt" || true
git diff --name-only --diff-filter=ACMR "$GATE_BASE_SHA" HEAD -- ':(glob)litellm/**/*.py' | grep -v '^litellm/enterprise/' > "$RUNNER_TEMP/ruff_format_files.txt" || true
if [ ! -s "$RUNNER_TEMP/ruff_format_files.txt" ]; then
echo "No changed litellm Python files to check with ruff format."
exit 0
@ -133,7 +133,7 @@ jobs:
- name: Check MCP operation boundary
if: steps.changes.outputs.decision != 'skip'
run: uv run --no-sync python litellm/scripts/check_mcp_operation_boundary.py
run: uv run --no-sync python scripts/check_mcp_operation_boundary.py
- name: Run Ruff linting
if: steps.changes.outputs.decision != 'skip'
@ -145,28 +145,28 @@ jobs:
- name: Run Ruff linting (test tree)
if: steps.changes.outputs.decision != 'skip'
run: |
uv run --no-sync ruff check --config .github/linters/ruff-tests.toml tests
uv run --no-sync ruff check --config ruff-tests.toml tests
- name: Check strict ruff rules (delta vs merge-base counts)
if: steps.changes.outputs.decision != 'skip'
env:
GH_TOKEN: ${{ github.token }}
run: |
uv run --no-sync python litellm/scripts/ruff_strict_gate.py --base "$GATE_BASE_SHA"
uv run --no-sync python scripts/ruff_strict_gate.py --base "$GATE_BASE_SHA"
- name: Check type discipline (mutable collections / casts / type guards / kwargs / unexplained suppressions, delta vs merge-base counts)
if: steps.changes.outputs.decision != 'skip'
env:
GH_TOKEN: ${{ github.token }}
run: |
uv run --no-sync python litellm/scripts/type_discipline_gate.py --base "$GATE_BASE_SHA"
uv run --no-sync python scripts/type_discipline_gate.py --base "$GATE_BASE_SHA"
- name: Check test quality (zero-assert / mock-echo tests, sys.path.insert, raw env writes, litellm global mutation, credential-gated skips, conftest snapshot inventory, delta vs merge-base counts)
if: steps.changes.outputs.decision != 'skip'
env:
GH_TOKEN: ${{ github.token }}
run: |
uv run --no-sync python litellm/scripts/test_quality_gate.py --base "$GATE_BASE_SHA"
uv run --no-sync python scripts/test_quality_gate.py --base "$GATE_BASE_SHA"
- name: Check OpenAPI docs (POST routes without a request schema, description or 200 schema, delta vs merge-base counts)
if: steps.changes.outputs.decision != 'skip'
@ -174,7 +174,7 @@ jobs:
GH_TOKEN: ${{ github.token }}
run: |
uv sync --frozen --group proxy-dev --group e2e-dev --extra proxy
uv run --no-sync python litellm/scripts/openapi_docs_gate.py --base "$GATE_BASE_SHA"
uv run --no-sync python scripts/openapi_docs_gate.py --base "$GATE_BASE_SHA"
- name: Print OpenAI version
if: steps.changes.outputs.decision != 'skip'
@ -186,12 +186,12 @@ jobs:
env:
GH_TOKEN: ${{ github.token }}
run: |
uv run --no-sync python litellm/scripts/type_check_gate.py --base "$GATE_BASE_SHA"
uv run --no-sync python scripts/type_check_gate.py --base "$GATE_BASE_SHA"
- name: Check tests/e2e basedpyright (zero errors)
if: steps.changes.outputs.decision != 'skip'
run: |
if git diff --name-only --diff-filter=ACMRD "$GATE_BASE_SHA" HEAD -- ':(glob)tests/e2e/**/*.py' ':(glob)tests/e2e_harness/**/*.py' pyproject.toml | grep -q .; then
if git diff --name-only --diff-filter=ACMRD "$GATE_BASE_SHA" HEAD -- ':(glob)tests/e2e/**/*.py' ':(glob)tests/e2e_harness/**/*.py' pyrightconfig.json | grep -q .; then
uv run --no-sync basedpyright tests/e2e tests/e2e_harness
else
echo "No changed tests/e2e Python files; skipping."
@ -208,7 +208,7 @@ jobs:
exit 0
fi
retry() { "$@" || { sleep 15; "$@"; } || { sleep 30; "$@"; }; }
CLAUDE_VERSION="$(retry uv run --no-sync python tests/e2e/cli_harness/npm_version_resolver.py @anthropic-ai/claude-code)"
CLAUDE_VERSION="$(retry uv run --no-sync python tests/e2e/claude_code/pr_gate_version_resolver.py)"
tests/e2e/claude_code/cron_vm/install_claude_code.sh "$CLAUDE_VERSION" "$RUNNER_TEMP/claude-cli"
PATH="$RUNNER_TEMP/claude-cli:$PATH" uv run --no-sync pytest -q tests/e2e_harness
uv run --no-sync pytest --tb=short -q --noconftest -o addopts= -o "pythonpath=tests/e2e tests/e2e_harness" -p no:rerunfailures \
@ -258,7 +258,7 @@ jobs:
if [ -n "$GITGUARDIAN_API_KEY" ]; then
retry() { "$@" || { sleep 15; "$@"; } || { sleep 30; "$@"; }; }
retry git fetch --no-tags --unshallow origin
uv tool run --from 'ggshield==1.48.0' ggshield --config-path .github/gitguardian.yaml secret scan repo .
uv tool run --from 'ggshield==1.48.0' ggshield secret scan repo .
else
echo "GITGUARDIAN_API_KEY not set, skipping ggshield scan"
fi
@ -271,7 +271,7 @@ jobs:
timeout-minutes: 8
defaults:
run:
working-directory: litellm/ui/litellm-dashboard
working-directory: ui/litellm-dashboard
steps:
- name: Checkout repository
@ -315,9 +315,9 @@ jobs:
if: steps.changed.outputs.has_files == 'true'
uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
with:
node-version-file: litellm/ui/litellm-dashboard/.nvmrc
node-version-file: ui/litellm-dashboard/.nvmrc
cache: "npm"
cache-dependency-path: litellm/ui/litellm-dashboard/package-lock.json
cache-dependency-path: ui/litellm-dashboard/package-lock.json
- name: Install dependencies
if: steps.changed.outputs.has_files == 'true'
@ -333,12 +333,12 @@ jobs:
status=0
if [ ${#prettier_files[@]} -gt 0 ]; then
echo "::group::Prettier (${#prettier_files[@]} files)"
node_modules/.bin/prettier --check "${prettier_files[@]}" || { status=1; echo "::error::Unformatted files. Fix with: npm run format"; }
npx prettier --check "${prettier_files[@]}" || { status=1; echo "::error::Unformatted files. Fix with: npm run format"; }
echo "::endgroup::"
fi
if [ ${#eslint_files[@]} -gt 0 ]; then
echo "::group::ESLint (${#eslint_files[@]} files)"
node_modules/.bin/eslint --no-warn-ignored --pass-on-unpruned-suppressions "${eslint_files[@]}" || status=1
npx eslint --no-warn-ignored --pass-on-unpruned-suppressions "${eslint_files[@]}" || status=1
echo "::endgroup::"
fi
exit $status
@ -375,7 +375,7 @@ jobs:
exit 0
fi
files="$(git diff --name-only "$base" HEAD)"
if grep -Ev '^litellm/(ui|vscode-extension|rust|proxy-extras|packaging|cli|scripts|runtime)/' <<< "$files" | grep -E '^(litellm/|enterprise/|(pyproject\.toml|uv\.lock)$|\.github/workflows/test-linting\.yml$)' >/dev/null || grep -Eq '^litellm/ui/litellm-dashboard/(src/lib/http/schema\.d\.ts|scripts/gen-api-types\.mjs|package(-lock)?\.json)$' <<< "$files"; then
if grep -Eq '^(litellm/|enterprise/|(pyproject\.toml|uv\.lock)$|ui/litellm-dashboard/(src/lib/http/schema\.d\.ts|scripts/gen-api-types\.mjs|package(-lock)?\.json)$|\.github/workflows/test-linting\.yml$)' <<< "$files"; then
echo "relevant=true" >> "$GITHUB_OUTPUT"
else
echo "No litellm, enterprise, dependency or generator changes in this pull request, nothing to verify."
@ -396,7 +396,7 @@ jobs:
- name: Cache uv dependencies
if: steps.changes.outputs.relevant == 'true'
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
path: |
~/.cache/uv
@ -434,7 +434,7 @@ jobs:
echo "A lazily loaded route or model changed without regenerating the snapshot that /openapi.json serves for unloaded features."
echo "To fix, run from the repo root:"
echo " uv run python -m litellm.proxy._lazy_openapi_snapshot"
echo "then run npm run gen:api from litellm/ui/litellm-dashboard and commit both files."
echo "then run npm run gen:api from ui/litellm-dashboard and commit both files."
exit 1
fi
echo "_lazy_openapi_snapshot.json is in sync with the lazily loaded routes."
@ -443,18 +443,18 @@ jobs:
if: steps.changes.outputs.relevant == 'true'
uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
with:
node-version-file: litellm/ui/litellm-dashboard/.nvmrc
node-version-file: ui/litellm-dashboard/.nvmrc
cache: "npm"
cache-dependency-path: litellm/ui/litellm-dashboard/package-lock.json
cache-dependency-path: ui/litellm-dashboard/package-lock.json
- name: Install dashboard dependencies
if: steps.changes.outputs.relevant == 'true'
working-directory: litellm/ui/litellm-dashboard
working-directory: ui/litellm-dashboard
run: npm ci
- name: Regenerate types from the live spec
if: steps.changes.outputs.relevant == 'true'
working-directory: litellm/ui/litellm-dashboard
working-directory: ui/litellm-dashboard
env:
LITELLM_PYTHON: "uv run --no-sync python"
run: npm run gen:api
@ -462,11 +462,11 @@ jobs:
- name: Fail if types are stale
if: steps.changes.outputs.relevant == 'true'
run: |
if ! git diff --exit-code -- litellm/ui/litellm-dashboard/src/lib/http/schema.d.ts; then
echo "::error file=litellm/ui/litellm-dashboard/src/lib/http/schema.d.ts::Generated API types are out of sync with the proxy OpenAPI spec."
if ! git diff --exit-code -- ui/litellm-dashboard/src/lib/http/schema.d.ts; then
echo "::error file=ui/litellm-dashboard/src/lib/http/schema.d.ts::Generated API types are out of sync with the proxy OpenAPI spec."
echo ""
echo "A backend route or model changed without regenerating the dashboard types."
echo "To fix, run from litellm/ui/litellm-dashboard:"
echo "To fix, run from ui/litellm-dashboard:"
echo " npm run gen:api"
echo "then commit the updated src/lib/http/schema.d.ts."
exit 1
@ -524,7 +524,7 @@ jobs:
run: uv run --no-sync python ./tests/code_coverage_tests/check_provider_folders_documented.py
- name: check_provider_endpoints_support_generated
run: uv run --no-sync python litellm/scripts/generate_provider_endpoints_support.py --check
run: uv run --no-sync python scripts/generate_provider_endpoints_support.py --check
- name: test_generate_provider_endpoints_support
run: uv run --no-sync pytest -q --noconftest -p no:cacheprovider -c /dev/null tests/code_coverage_tests/test_generate_provider_endpoints_support.py
@ -703,7 +703,7 @@ jobs:
version: "0.10.9"
- name: Run Semgrep (custom rules)
run: uv tool run --from 'semgrep==1.157.0' semgrep scan --config .github/semgrep/rules . --error
run: uv tool run --from 'semgrep==1.157.0' semgrep scan --config .semgrep/rules . --error
lint-passed:
name: lint passed
needs: [python, secret-scan, ui, ui-api-types, code-quality, ci-coverage, semgrep]

View file

@ -10,17 +10,17 @@ on:
- "uv.lock"
- "uv.toml"
- ".python-version"
- "litellm/rust/rust-toolchain.toml"
- "litellm/rust/**"
- "rust-toolchain.toml"
- "litellm-rust/**"
- "litellm/__init__.py"
- "litellm/_version.py"
- "litellm/_lazy_imports_registry.py"
- "litellm/scripts/build_core_distribution.py"
- "scripts/build_core_distribution.py"
- "litellm/proxy/proxy_server.py"
- "litellm/**/*mcp*"
- "litellm/**/*mcp*/**"
- "litellm/integrations/arize/**"
- "litellm/scripts/check_mcp_sdk_install.py"
- "scripts/check_mcp_sdk_install.py"
- "tests/base_sdk_tests/**"
- ".github/workflows/test-mcp-dependency-resolution.yml"
- ".github/actions/detect-changes/**"
@ -28,7 +28,7 @@ on:
- ".github/actions/cache-cargo-build/**"
- ".github/scripts/detect_changes.sh"
- ".github/scripts/uv_sync_with_retries.sh"
- ".github/scripts/ci/classify_changes.sh"
- ".circleci/scripts/classify_changes.sh"
permissions:
contents: read
@ -91,7 +91,7 @@ jobs:
checker=("$GITHUB_WORKSPACE/tests/base_sdk_tests/check_base_sdk_install.py")
(cd "$RUNNER_TEMP" && "$GITHUB_WORKSPACE/.venv-$extra/bin/python" -I "$GITHUB_WORKSPACE/tests/base_sdk_tests/check_sdk_http.py")
else
checker=("$GITHUB_WORKSPACE/litellm/scripts/check_mcp_sdk_install.py" --extra "$extra")
checker=("$GITHUB_WORKSPACE/scripts/check_mcp_sdk_install.py" --extra "$extra")
fi
(cd "$RUNNER_TEMP" && "$GITHUB_WORKSPACE/.venv-$extra/bin/python" "${checker[@]}")
done
@ -115,7 +115,7 @@ jobs:
if [ "$extra" = core ]; then
checker=("$GITHUB_WORKSPACE/tests/base_sdk_tests/check_base_sdk_install.py")
else
checker=("$GITHUB_WORKSPACE/litellm/scripts/check_mcp_sdk_install.py" --extra "$extra")
checker=("$GITHUB_WORKSPACE/scripts/check_mcp_sdk_install.py" --extra "$extra")
fi
(cd "$RUNNER_TEMP" && "$GITHUB_WORKSPACE/.venv-lowest-$extra/bin/python" "${checker[@]}")
done
@ -147,16 +147,15 @@ jobs:
- name: Build the core wheel and source distribution
run: >-
uv run --no-project --with coverage==7.14.0 python -m coverage run --rcfile=/dev/null
--branch --include="*/litellm/scripts/build_core_distribution.py"
litellm/scripts/build_core_distribution.py --out-dir dist/core
--branch --include="*/scripts/build_core_distribution.py"
scripts/build_core_distribution.py --out-dir dist/core
- name: Verify metadata, resources, and independent source rebuild
env:
CORE_DISTRIBUTION_DIR: ${{ github.workspace }}/dist/core
run: >-
uv run --no-project --with pytest==9.0.3 --with pytest-cov==5.0.0 --with coverage==7.14.0 --with 'tomli==2.4.1; python_version < "3.11"'
python -m coverage run --rcfile=/dev/null --append --branch
--include="*/litellm/scripts/build_core_distribution.py"
-m pytest tests/base_sdk_tests/test_core_distribution.py -v
python -m pytest tests/base_sdk_tests/test_core_distribution.py -v
--cov-config=/dev/null --cov=scripts.build_core_distribution --cov-branch --cov-append --cov-report=
- name: Verify isolated core installations
run: |
wheel=$(realpath dist/core/litellm_core-*.whl)

View file

@ -3,8 +3,6 @@ name: smoke
on:
pull_request:
branches: [main, litellm_internal_staging, litellm_oss_staging, "litellm_**"]
push:
branches: [main]
workflow_dispatch:
permissions:
@ -26,7 +24,7 @@ jobs:
persist-credentials: false
- name: Build the dashboard stage
run: docker build --target ui-builder -f litellm/deploy/docker/Dockerfile .
run: docker build --target ui-builder -f Dockerfile .
core-checks:
name: py${{ matrix.python-version }}
@ -54,26 +52,8 @@ jobs:
with:
version: "0.10.9"
- name: Restore the Rust bridge
id: rust-bridge
uses: ./.github/actions/restore-rust-bridge
- name: Restore the Cargo build cache
if: steps.rust-bridge.outputs.cache-hit != 'true'
uses: ./.github/actions/cache-cargo-build
- name: Install dependencies
env:
RUST_BRIDGE_RESTORED: ${{ steps.rust-bridge.outputs.cache-hit }}
PYTHON_VERSION: ${{ matrix.python-version }}
run: |
if [ "$RUST_BRIDGE_RESTORED" != "true" ]; then
.github/scripts/uv_sync_with_retries.sh --frozen --extra proxy --extra cli --group dev --group proxy-dev --python "$PYTHON_VERSION"
exit 0
fi
.github/scripts/uv_sync_with_retries.sh --frozen --extra proxy --extra cli --group dev --group proxy-dev --python "$PYTHON_VERSION" --no-install-project
uv pip install --no-deps --python .venv/bin/python rust-bridge-dist/litellm-*.whl
cp rust-bridge-dist/litellm/rust_bridge/_native.abi3.so litellm/rust_bridge/_native.abi3.so
run: .github/scripts/uv_sync_with_retries.sh --frozen --extra proxy --extra cli --group dev --group proxy-dev --python ${{ matrix.python-version }}
- name: Create the loopback-only network namespace
run: |
@ -107,7 +87,6 @@ jobs:
- name: Upload smoke diagnostics
if: always()
continue-on-error: true
uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
with:
name: merge-smoke-diagnostics-py${{ matrix.python-version }}
@ -118,10 +97,6 @@ jobs:
if: always()
run: sudo ip netns delete smoke
- name: Keep only source-built wheels in the uv cache
if: always() && github.ref == 'refs/heads/main'
run: uv cache prune --ci
all-extras:
name: all-extras-py${{ matrix.python-version }}
runs-on: ubuntu-24.04
@ -148,34 +123,12 @@ jobs:
with:
version: "0.10.9"
- name: Restore the Rust bridge
id: rust-bridge
uses: ./.github/actions/restore-rust-bridge
- name: Restore the Cargo build cache
if: steps.rust-bridge.outputs.cache-hit != 'true'
uses: ./.github/actions/cache-cargo-build
- name: Install every extra and dependency group
env:
RUST_BRIDGE_RESTORED: ${{ steps.rust-bridge.outputs.cache-hit }}
PYTHON_VERSION: ${{ matrix.python-version }}
run: |
if [ "$RUST_BRIDGE_RESTORED" != "true" ]; then
.github/scripts/uv_sync_with_retries.sh --frozen --all-groups --all-extras --python "$PYTHON_VERSION"
exit 0
fi
.github/scripts/uv_sync_with_retries.sh --frozen --all-groups --all-extras --python "$PYTHON_VERSION" --no-install-project --no-install-package litellm-proxy
uv pip install --no-deps --python .venv/bin/python rust-bridge-dist/*.whl
cp rust-bridge-dist/litellm/rust_bridge/_native.abi3.so litellm/rust_bridge/_native.abi3.so
run: .github/scripts/uv_sync_with_retries.sh --frozen --all-groups --all-extras --python ${{ matrix.python-version }}
- name: Import the SDK, the proxy server and the enterprise package
run: .venv/bin/python -c "import litellm, litellm.proxy.proxy_server, litellm_enterprise"
- name: Keep only source-built wheels in the uv cache
if: always() && github.ref == 'refs/heads/main'
run: uv cache prune --ci
windows-sdk:
name: windows-sdk
runs-on: windows-2025
@ -201,16 +154,15 @@ jobs:
with:
version: "0.10.9"
- name: Set up the Rust bridge
uses: ./.github/actions/rust-bridge
- name: Install dependencies
run: .github/scripts/uv_sync_with_retries.sh --frozen --group dev --python 3.11
- name: Run the Windows tests
run: uv run --no-sync python -m pytest --tb=short -v tests/windows_tests
- name: Keep only source-built wheels in the uv cache
if: always() && github.ref == 'refs/heads/main'
run: uv cache prune --ci
proxy-build-from-pip:
name: proxy-build-from-pip
runs-on: ubuntu-24.04
@ -248,36 +200,8 @@ jobs:
- name: Install the test client dependencies
run: .github/scripts/uv_sync_with_retries.sh --frozen --no-install-workspace --extra proxy --group dev --python 3.12
- name: Cache Prisma binaries
timeout-minutes: 3
uses: ./.github/actions/cache-prisma-binaries
- name: Install the published proxy into its own venv
run: |
uv --no-config venv --python 3.13 /tmp/litellm-pip
uv --no-config pip install --python /tmp/litellm-pip/bin/python \
"litellm[proxy,proxy-runtime]==1.83.0" \
"google-cloud-aiplatform==1.133.0" \
"google-genai==1.37.0" \
"anthropic[vertex]==0.84.0" \
"grpcio==1.78.0" \
"prometheus-client==0.20.0" \
"langfuse==2.59.7" \
"opentelemetry-api==1.28.0" \
"opentelemetry-sdk==1.28.0" \
"opentelemetry-exporter-otlp==1.28.0" \
"ddtrace==4.11.0" \
"sentry-sdk==2.21.0" \
"mangum==0.17.0" \
"azure-ai-contentsafety==1.0.0" \
"azure-storage-file-datalake==12.20.0" \
"pypdf==6.7.5" \
"llm-sandbox==0.3.31" \
"detect-secrets==1.5.0" \
"prisma==0.11.0" \
"openai==2.24.0"
export PATH="/tmp/litellm-pip/bin:$PATH"
/tmp/litellm-pip/bin/prisma generate --schema=litellm/schema.prisma
- name: Build the image from the published package
run: docker build -t litellm-build-from-pip:smoke -f docker/build_from_pip/Dockerfile.build_from_pip .
- name: Start the fake OpenAI endpoint
run: |
@ -295,21 +219,23 @@ jobs:
echo "::add-mask::${key}"
echo "LITELLM_MASTER_KEY=${key}" >> "${GITHUB_ENV}"
- name: Start the published proxy
env:
DATABASE_URL: postgresql://postgres:postgres@localhost:5432/circle_test
LITELLM_LICENSE: bad-license
FAKE_OPENAI_API_BASE: http://localhost:8190
OTEL_EXPORTER: in_memory
USE_DDTRACE: "True"
DD_TRACE_OPENAI_ENABLED: "False"
GCS_FLUSH_INTERVAL: "1"
LITELLM_LOG: ERROR
- name: Start the proxy container
run: |
cd /tmp/litellm-pip
nohup /tmp/litellm-pip/bin/ddtrace-run /tmp/litellm-pip/bin/litellm \
--config "${GITHUB_WORKSPACE}/tests/basic_proxy_startup_tests/build_from_pip_config.yaml" \
--port 4000 > /tmp/litellm-pip.log 2>&1 &
docker run -d \
-p 4000:4000 \
-e DATABASE_URL=postgresql://postgres:postgres@host.docker.internal:5432/circle_test \
-e LITELLM_MASTER_KEY \
-e FAKE_OPENAI_API_BASE=http://host.docker.internal:8190 \
-e OTEL_EXPORTER=in_memory \
-e USE_DDTRACE=True \
-e GCS_FLUSH_INTERVAL=1 \
-e LITELLM_LOG=ERROR \
--add-host host.docker.internal:host-gateway \
--name litellm-build-from-pip \
-v "${GITHUB_WORKSPACE}/docker/build_from_pip/litellm_config.yaml:/app/config.yaml" \
litellm-build-from-pip:smoke \
--config /app/config.yaml \
--port 4000
for _ in $(seq 1 150); do
curl -sf --max-time 5 -o /dev/null http://localhost:4000 && exit 0
sleep 2
@ -344,11 +270,7 @@ jobs:
- name: Show the proxy logs
if: always()
run: cat /tmp/litellm-pip.log || true
- name: Keep only source-built wheels in the uv cache
if: always() && github.ref == 'refs/heads/main'
run: uv cache prune --ci
run: docker logs litellm-build-from-pip || true
smoke-passed:
name: smoke passed

View file

@ -3,14 +3,14 @@ name: LiteLLM Rust DB
on:
push:
paths:
- "litellm/rust/crates/db/**"
- "litellm/rust/Cargo.toml"
- "litellm/rust/Cargo.lock"
- "litellm/rust/clippy.toml"
- "litellm/proxy-extras/litellm_proxy_extras/migrations/**"
- "litellm-rust/crates/db/**"
- "litellm-rust/Cargo.toml"
- "litellm-rust/Cargo.lock"
- "litellm-rust/clippy.toml"
- "litellm-proxy-extras/litellm_proxy_extras/migrations/**"
- "**/schema.prisma"
- "litellm/rust/.cargo/**"
- "litellm/rust/rust-toolchain.toml"
- ".cargo/**"
- "rust-toolchain.toml"
- "pyproject.toml"
- "uv.lock"
- ".github/actions/setup-uv-with-retries/**"
@ -20,14 +20,14 @@ on:
- main
- "litellm_**"
paths:
- "litellm/rust/crates/db/**"
- "litellm/rust/Cargo.toml"
- "litellm/rust/Cargo.lock"
- "litellm/rust/clippy.toml"
- "litellm/proxy-extras/litellm_proxy_extras/migrations/**"
- "litellm-rust/crates/db/**"
- "litellm-rust/Cargo.toml"
- "litellm-rust/Cargo.lock"
- "litellm-rust/clippy.toml"
- "litellm-proxy-extras/litellm_proxy_extras/migrations/**"
- "**/schema.prisma"
- "litellm/rust/.cargo/**"
- "litellm/rust/rust-toolchain.toml"
- ".cargo/**"
- "rust-toolchain.toml"
- "pyproject.toml"
- "uv.lock"
- ".github/actions/setup-uv-with-retries/**"
@ -42,6 +42,10 @@ concurrency:
env:
CARGO_TERM_COLOR: always
RUSTC_WRAPPER: sccache
SCCACHE_GHA_ENABLED: "true"
SCCACHE_GHA_VERSION: litellm-ci-v1
SCCACHE_GHA_RW_MODE: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' && 'READ_WRITE' || 'READ_ONLY' }}
CARGO_INCREMENTAL: "0"
jobs:
@ -67,7 +71,7 @@ jobs:
SQLX_OFFLINE: "false"
defaults:
run:
working-directory: litellm/rust
working-directory: litellm-rust
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
@ -85,9 +89,13 @@ jobs:
- uses: Swatinem/rust-cache@6323deb102c322ba6fcbdcafc7e3dddab59af2b6 # v2.9.2
with:
workspaces: litellm/rust
workspaces: litellm-rust
cache-on-failure: true
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Set up sccache
uses: mozilla-actions/sccache-action@d651010b8da762cde178750d8eda7b5febfe147a
with:
version: "v0.18.0"
- name: Install Python dependencies
working-directory: .
@ -95,13 +103,13 @@ jobs:
- name: Deploy Prisma migrations
working-directory: .
run: uv run --no-sync prisma migrate deploy --schema litellm/proxy-extras/litellm_proxy_extras/schema.prisma
run: uv run --no-sync prisma migrate deploy --schema litellm-proxy-extras/litellm_proxy_extras/schema.prisma
- name: Install SQLx CLI
run: cargo install sqlx-cli --version 0.9.0 --locked --no-default-features -F postgres
- name: Check SQLx query metadata
working-directory: litellm/rust/crates/db
working-directory: litellm-rust/crates/db
run: cargo sqlx prepare --check
- name: Test database queries

View file

@ -3,12 +3,12 @@ name: LiteLLM Rust
on:
push:
paths:
- "litellm/rust/**"
- "litellm-rust/**"
- "model_prices_and_context_window.json"
- "litellm/rust_bridge/**"
- "litellm/scripts/generate_trace_types.py"
- "litellm/scripts/trace_codegen/**"
- "litellm/scripts/lens_assets/**"
- "scripts/generate_trace_types.py"
- "scripts/trace_codegen/**"
- "scripts/lens_assets/**"
- "litellm/tracing/**"
- "tests/test_litellm_rust/**"
- "litellm/integrations/custom_logger.py"
@ -24,10 +24,10 @@ on:
- "litellm/llms/base_llm/ocr/**"
- "litellm/llms/custom_httpx/llm_http_handler.py"
- "Makefile"
- "litellm/rust/.cargo/**"
- ".cargo/**"
- "pyproject.toml"
- "uv.lock"
- "litellm/rust/rust-toolchain.toml"
- "rust-toolchain.toml"
- ".github/actions/setup-uv-with-retries/**"
- ".github/scripts/smoke_test_native_wheel.py"
- ".github/scripts/verify_linux_native_wheel.py"
@ -38,12 +38,12 @@ on:
- main
- "litellm_**"
paths:
- "litellm/rust/**"
- "litellm-rust/**"
- "model_prices_and_context_window.json"
- "litellm/rust_bridge/**"
- "litellm/scripts/generate_trace_types.py"
- "litellm/scripts/trace_codegen/**"
- "litellm/scripts/lens_assets/**"
- "scripts/generate_trace_types.py"
- "scripts/trace_codegen/**"
- "scripts/lens_assets/**"
- "litellm/tracing/**"
- "tests/test_litellm_rust/**"
- "litellm/integrations/custom_logger.py"
@ -59,10 +59,10 @@ on:
- "litellm/llms/base_llm/ocr/**"
- "litellm/llms/custom_httpx/llm_http_handler.py"
- "Makefile"
- "litellm/rust/.cargo/**"
- ".cargo/**"
- "pyproject.toml"
- "uv.lock"
- "litellm/rust/rust-toolchain.toml"
- "rust-toolchain.toml"
- ".github/actions/setup-uv-with-retries/**"
- ".github/scripts/smoke_test_native_wheel.py"
- ".github/scripts/verify_linux_native_wheel.py"
@ -78,6 +78,10 @@ concurrency:
env:
CARGO_TERM_COLOR: always
RUSTC_WRAPPER: sccache
SCCACHE_GHA_ENABLED: "true"
SCCACHE_GHA_VERSION: litellm-ci-v1
SCCACHE_GHA_RW_MODE: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' && 'READ_WRITE' || 'READ_ONLY' }}
CARGO_INCREMENTAL: "0"
jobs:
@ -86,24 +90,27 @@ jobs:
timeout-minutes: 15
defaults:
run:
working-directory: litellm/rust
working-directory: litellm-rust
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Configure the Rust build environment
working-directory: .
run: bash .github/scripts/setup_rust_environment.sh
- run: rustup toolchain install --no-self-update
- run: cargo fmt --all --check
- uses: Swatinem/rust-cache@6323deb102c322ba6fcbdcafc7e3dddab59af2b6 # v2.9.2
with:
workspaces: litellm/rust
workspaces: litellm-rust
cache-on-failure: true
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Set up sccache
uses: mozilla-actions/sccache-action@d651010b8da762cde178750d8eda7b5febfe147a
with:
version: "v0.18.0"
- run: cargo clippy --workspace --all-targets --locked -- -D warnings
rust-test:
@ -114,7 +121,7 @@ jobs:
CARGO_PROFILE_DEV_DEBUG: line-tables-only
defaults:
run:
working-directory: litellm/rust
working-directory: litellm-rust
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
@ -142,13 +149,18 @@ jobs:
- uses: Swatinem/rust-cache@6323deb102c322ba6fcbdcafc7e3dddab59af2b6 # v2.9.2
with:
workspaces: litellm/rust
workspaces: litellm-rust
cache-on-failure: true
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Set up sccache
uses: mozilla-actions/sccache-action@d651010b8da762cde178750d8eda7b5febfe147a
with:
version: "v0.18.0"
- name: Check generated trace contracts
working-directory: .
run: uv run litellm/scripts/generate_trace_types.py --check
run: uv run scripts/generate_trace_types.py --check
- run: cargo nextest run --workspace --locked
@ -188,10 +200,15 @@ jobs:
- uses: Swatinem/rust-cache@6323deb102c322ba6fcbdcafc7e3dddab59af2b6 # v2.9.2
with:
workspaces: litellm/rust
workspaces: litellm-rust
cache-on-failure: true
save-if: ${{ github.ref == 'refs/heads/main' }}
- name: Set up sccache
uses: mozilla-actions/sccache-action@d651010b8da762cde178750d8eda7b5febfe147a
with:
version: "v0.18.0"
- run: uv build --wheel --out-dir dist
- run: python .github/scripts/verify_linux_native_wheel.py dist/*.whl

View file

@ -3,16 +3,16 @@ name: Terraform Modules
on:
push:
paths:
- "litellm/deploy/terraform/litellm/aws/**"
- "litellm/deploy/terraform/litellm/gcp/**"
- "terraform/litellm/aws/**"
- "terraform/litellm/gcp/**"
- ".github/workflows/test-terraform-modules.yml"
pull_request:
branches:
- main
- "litellm_**"
paths:
- "litellm/deploy/terraform/litellm/aws/**"
- "litellm/deploy/terraform/litellm/gcp/**"
- "terraform/litellm/aws/**"
- "terraform/litellm/gcp/**"
- ".github/workflows/test-terraform-modules.yml"
permissions:
@ -33,7 +33,7 @@ jobs:
module: [aws, gcp]
defaults:
run:
working-directory: litellm/deploy/terraform/litellm/${{ matrix.module }}
working-directory: terraform/litellm/${{ matrix.module }}
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:

View file

@ -3,18 +3,16 @@ name: Terraform Provider
on:
push:
paths:
- "litellm/deploy/terraform/provider/**"
- ".github/actions/cache-go-build/**"
- "terraform/provider/**"
- ".github/workflows/test-terraform-provider.yml"
pull_request:
branches:
- main
- "litellm_**"
paths:
- "litellm/deploy/terraform/provider/**"
- "terraform/provider/**"
- "litellm/proxy/**"
- "litellm/enterprise/**"
- ".github/actions/cache-go-build/**"
- "enterprise/**"
- ".github/workflows/test-terraform-provider.yml"
permissions:
@ -31,7 +29,7 @@ jobs:
timeout-minutes: 10
defaults:
run:
working-directory: litellm/deploy/terraform/provider
working-directory: terraform/provider
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
@ -39,13 +37,9 @@ jobs:
- uses: actions/setup-go@7a3fe6cf4cb3a834922a1244abfce67bcef6a0c5 # v6.2.0
with:
go-version-file: litellm/deploy/terraform/provider/go.mod
cache: false
- name: Cache the Go build
uses: ./.github/actions/cache-go-build
with:
dependency-path: litellm/deploy/terraform/provider/go.sum
go-version-file: terraform/provider/go.mod
cache: true
cache-dependency-path: terraform/provider/go.sum
- name: gofmt
run: |
@ -121,18 +115,14 @@ jobs:
- name: Generate proxy OpenAPI schema
run: |
uv run --no-sync python litellm/deploy/terraform/provider/tools/dump_openapi.py "${RUNNER_TEMP}/openapi.json"
uv run --no-sync python terraform/provider/tools/dump_openapi.py "${RUNNER_TEMP}/openapi.json"
- uses: actions/setup-go@7a3fe6cf4cb3a834922a1244abfce67bcef6a0c5 # v6.2.0
with:
go-version-file: litellm/deploy/terraform/provider/go.mod
cache: false
- name: Cache the Go build
uses: ./.github/actions/cache-go-build
with:
dependency-path: litellm/deploy/terraform/provider/go.sum
go-version-file: terraform/provider/go.mod
cache: true
cache-dependency-path: terraform/provider/go.sum
- name: Audit provider endpoints against the schema
working-directory: litellm/deploy/terraform/provider
working-directory: terraform/provider
run: go run ./tools/endpointaudit -provider-dir ./litellm -spec "${RUNNER_TEMP}/openapi.json" -coverage-allowlist ./tools/endpointaudit/coverage_allowlist.txt

View file

@ -5,9 +5,6 @@ on:
branches:
- main
- "litellm_**"
- "rc/**"
- "stable/**"
- "lts/**"
push:
branches:
- main
@ -41,6 +38,13 @@ jobs:
timeout-minutes: 2
uses: ./.github/actions/detect-changes
- name: Define editable Rust bridge cache key
id: rust-bridge-key
if: steps.changes.outputs.decision != 'skip'
env:
RUST_BRIDGE_CACHE_KEY: ${{ runner.os }}-rust-bridge-editable-${{ hashFiles('litellm-rust/Cargo.lock', 'litellm-rust/Cargo.toml', 'litellm-rust/crates/**', 'model_prices_and_context_window.json', 'pyproject.toml') }}
run: echo "key=$RUST_BRIDGE_CACHE_KEY" >> "$GITHUB_OUTPUT"
- name: Set up Python
if: steps.changes.outputs.decision != 'skip'
timeout-minutes: 3
@ -59,33 +63,38 @@ jobs:
id: rust-bridge-cache
if: steps.changes.outputs.decision != 'skip'
timeout-minutes: 5
uses: ./.github/actions/restore-rust-bridge
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830
with:
path: rust-bridge-dist
key: ${{ steps.rust-bridge-key.outputs.key }}
- name: Cache the Rust build
if: steps.changes.outputs.decision != 'skip' && steps.rust-bridge-cache.outputs.cache-hit != 'true'
timeout-minutes: 5
uses: ./.github/actions/cache-cargo-build
- name: Set up sccache
if: steps.changes.outputs.decision != 'skip' && steps.rust-bridge-cache.outputs.cache-hit != 'true'
uses: mozilla-actions/sccache-action@d651010b8da762cde178750d8eda7b5febfe147a
with:
version: "v0.18.0"
- name: Build editable Rust bridge
if: steps.changes.outputs.decision != 'skip' && steps.rust-bridge-cache.outputs.cache-hit != 'true'
timeout-minutes: 15
env:
RUSTC_WRAPPER: sccache
SCCACHE_GHA_ENABLED: "true"
SCCACHE_GHA_VERSION: litellm-ci-v1
SCCACHE_GHA_RW_MODE: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' && 'READ_WRITE' || 'READ_ONLY' }}
CARGO_INCREMENTAL: "0"
run: |
mkdir -p rust-bridge-dist
uv run --no-project --with maturin==1.15.0 python .github/packaging/build_backend.py rust-bridge-dist
uv run --no-project --with maturin==1.15.0 python -c 'import maturin; maturin.build_editable("rust-bridge-dist")'
strip --strip-debug litellm/rust_bridge/_native.abi3.so
mkdir -p rust-bridge-dist/litellm/rust_bridge
cp litellm/rust_bridge/_native.abi3.so rust-bridge-dist/litellm/rust_bridge/_native.abi3.so
- name: Build the gateway wheel once for test shards
if: steps.changes.outputs.decision != 'skip' && steps.rust-bridge-cache.outputs.cache-hit != 'true'
timeout-minutes: 15
working-directory: litellm/packaging/litellm-proxy
env:
CARGO_INCREMENTAL: "0"
run: uv run --no-project --with maturin==1.15.0 maturin build --profile dev --strip --out ../../../rust-bridge-dist
- name: Upload Rust bridge artifact
if: steps.changes.outputs.decision != 'skip'
timeout-minutes: 10
@ -101,7 +110,7 @@ jobs:
uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830
with:
path: rust-bridge-dist
key: ${{ steps.rust-bridge-cache.outputs.key }}
key: ${{ steps.rust-bridge-key.outputs.key }}
- name: Expose the Rust bridge artifact
id: rust-bridge-artifact
@ -158,7 +167,6 @@ jobs:
tests/unit/google_genai
tests/unit/router_strategy
tests/unit/router_utils
tests/unit/redis
tests/unit/proxy/common_utils/test_cache_aware_routing.py
tests/unit/enterprise/enterprise_callbacks/send_emails
tests/unit/enterprise/proxy/test_afile_retrieve_returns_unified_id.py
@ -272,7 +280,6 @@ jobs:
tests/unit/llms/e2b
tests/unit/llms/edenai
tests/unit/llms/elevenlabs
tests/unit/llms/empiriolabs
tests/unit/llms/exa_ai
tests/unit/llms/fal_ai
tests/unit/llms/fastcrw
@ -373,7 +380,6 @@ jobs:
tests/unit/llms/voyage
tests/unit/llms/wandb
tests/unit/llms/watsonx
tests/unit/llms/webiq
tests/unit/llms/xai
tests/unit/llms/xinference
tests/unit/llms/you_com
@ -409,7 +415,6 @@ jobs:
- shard: router
test-path: >-
tests/unit/router_rust
tests/unit/test_router
python-version: "3.12"
workers: 4
@ -527,7 +532,6 @@ jobs:
tests/unit/proxy/management_helpers
tests/unit/proxy/list_api
tests/unit/proxy/analytics_endpoints
tests/unit/proxy/alerting_endpoints
tests/unit/proxy/decisions_endpoints
tests/unit/proxy/memory
tests/unit/proxy/agent_endpoints
@ -567,7 +571,6 @@ jobs:
tests/unit/proxy/credential_endpoints
tests/unit/proxy/discovery_endpoints
tests/unit/proxy/shutdown
tests/unit/proxy/rust_forward
tests/unit/proxy/public_endpoints
tests/unit/proxy/prompts
tests/unit/proxy/rag_endpoints
@ -610,32 +613,23 @@ jobs:
job-timeout-minutes: 60
dist: loadscope
- shard: proxy-infra-db-spend
- shard: proxy-infra
test-path: |-
tests/unit/proxy/db
--ignore=tests/unit/proxy/db/db_transaction_queue/test_e2e_pod_lock_manager.py
--ignore=tests/unit/proxy/db/test_update_daily_tag_spend.py
tests/unit/proxy/middleware
--ignore=tests/unit/proxy/middleware/test_request_size_limit_middleware.py
tests/unit/proxy/spend_tracking
--ignore=tests/unit/proxy/spend_tracking/test_search_api_logging.py
tests/unit/proxy/pass_through_endpoints
tests/unit/proxy/mcp_server/test_tool_registry.py
tests/unit/proxy/common_utils
--ignore=tests/unit/proxy/common_utils/test_cache_aware_routing.py
--ignore=tests/unit/proxy/common_utils/test_check_batch_cost.py
--ignore=tests/unit/proxy/common_utils/test_check_responses_cost.py
--ignore=tests/unit/proxy/common_utils/test_proxy_encrypt_decrypt.py
--ignore=tests/unit/proxy/common_utils/test_realtime_cache.py
python-version: "3.12"
workers: 4
reruns: 0
timeout-minutes: 20
job-timeout-minutes: 60
dist: loadscope
- shard: proxy-infra-routing
test-path: |-
tests/unit/proxy/middleware
--ignore=tests/unit/proxy/middleware/test_request_size_limit_middleware.py
tests/unit/proxy/pass_through_endpoints
tests/unit/proxy/mcp_server/test_tool_registry.py
tests/unit/proxy/enterprise_billing
tests/unit/proxy/types_utils
tests/unit/proxy/logging_endpoints
@ -650,30 +644,34 @@ jobs:
job-timeout-minutes: 60
dist: loadscope
- shard: proxy-infra-root-a-p
- shard: proxy-infra-root
test-path: |-
tests/unit/proxy/test_[_a-p]*.py
--deselect=tests/unit/proxy/test_aproxy_startup.py
--deselect=tests/unit/proxy/test_component_allowlists.py
--deselect=tests/unit/proxy/test_credential_slot_registry.py
--deselect=tests/unit/proxy/test_custom_callback_input.py
--deselect=tests/unit/proxy/test_custom_logger_s3_gcs.py
--deselect=tests/unit/proxy/test_custom_tokenizer_bug.py
--deselect=tests/unit/proxy/test_db_schema_changes.py
--deselect=tests/unit/proxy/test_deprecated_key_grace_period.py
--deselect=tests/unit/proxy/test_get_favicon.py
--deselect=tests/unit/proxy/test_get_image.py
--deselect=tests/unit/proxy/test_prisma_client_backoff_retry.py
--deselect=tests/unit/proxy/test_prometheus_metrics_server.py
--deselect=tests/unit/proxy/test_prompt_test_endpoint.py
--deselect=tests/unit/proxy/test_proxy_cli.py
--deselect=tests/unit/proxy/test_proxy_config_unit_test.py
--deselect=tests/unit/proxy/test_proxy_custom_auth.py
--deselect=tests/unit/proxy/test_proxy_reject_logging.py
--deselect=tests/unit/proxy/test_proxy_server.py
--deselect=tests/unit/proxy/test_proxy_setting_guardrails.py
--deselect=tests/unit/proxy/test_proxy_token_counter.py
--deselect=tests/unit/proxy/test_proxy_utils.py
tests/unit/proxy/test_*.py
--ignore=tests/unit/proxy/test_aproxy_startup.py
--ignore=tests/unit/proxy/test_credential_slot_registry.py
--ignore=tests/unit/proxy/test_custom_callback_input.py
--ignore=tests/unit/proxy/test_custom_logger_s3_gcs.py
--ignore=tests/unit/proxy/test_custom_tokenizer_bug.py
--ignore=tests/unit/proxy/test_db_schema_changes.py
--ignore=tests/unit/proxy/test_deprecated_key_grace_period.py
--ignore=tests/unit/proxy/test_get_favicon.py
--ignore=tests/unit/proxy/test_get_image.py
--ignore=tests/unit/proxy/test_prisma_client_backoff_retry.py
--ignore=tests/unit/proxy/test_prompt_test_endpoint.py
--ignore=tests/unit/proxy/test_proxy_config_unit_test.py
--ignore=tests/unit/proxy/test_proxy_custom_auth.py
--ignore=tests/unit/proxy/test_proxy_reject_logging.py
--ignore=tests/unit/proxy/test_proxy_server.py
--ignore=tests/unit/proxy/test_proxy_setting_guardrails.py
--ignore=tests/unit/proxy/test_proxy_token_counter.py
--ignore=tests/unit/proxy/test_proxy_utils.py
--ignore=tests/unit/proxy/test_reducto_ocr_route.py
--ignore=tests/unit/proxy/test_response_polling_pre_call_checks.py
--ignore=tests/unit/proxy/test_server_root_path.py
--ignore=tests/unit/proxy/test_ui_path_detection.py
--ignore=tests/unit/proxy/test_unit_test_proxy_hooks.py
--ignore=tests/unit/proxy/test_update_spend.py
--ignore=tests/unit/proxy/test_zero_cost_model_budget_bypass.py
python-version: "3.12"
workers: 4
reruns: 0
@ -681,35 +679,6 @@ jobs:
job-timeout-minutes: 60
dist: loadscope
- shard: proxy-infra-root-q-z
test-path: |-
tests/unit/proxy/test_[q-z]*.py
--deselect=tests/unit/proxy/test_reducto_ocr_route.py
--deselect=tests/unit/proxy/test_response_polling_pre_call_checks.py
--deselect=tests/unit/proxy/test_server_root_path.py
--deselect=tests/unit/proxy/test_ui_path_detection.py
--deselect=tests/unit/proxy/test_unit_test_proxy_hooks.py
--deselect=tests/unit/proxy/test_update_spend.py
--deselect=tests/unit/proxy/test_zero_cost_model_budget_bypass.py
python-version: "3.12"
workers: 4
reruns: 0
timeout-minutes: 20
job-timeout-minutes: 60
dist: loadscope
- shard: proxy-subprocess
test-path: |-
tests/unit/proxy/test_component_allowlists.py
tests/unit/proxy/test_prometheus_metrics_server.py
tests/unit/proxy/test_proxy_cli.py
python-version: "3.12"
workers: 2
reruns: 0
timeout-minutes: 20
job-timeout-minutes: 60
dist: loadscope
- shard: caching-local
test-path: >-
tests/unit/caching
@ -1003,10 +972,10 @@ jobs:
dist: loadscope
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
timeout-minutes: 3
timeout-minutes: ${{ matrix.shard == 'db-and-spend' && 10 || 3 }}
with:
persist-credentials: false
fetch-depth: 1
fetch-depth: ${{ matrix.shard == 'db-and-spend' && '0' || '1' }}
- name: Detect relevant changes
id: changes
@ -1039,37 +1008,27 @@ jobs:
with:
artifact: ${{ needs.rust-bridge.outputs.artifact }}
- name: Install dependencies
- name: Install dependencies and check schema
if: steps.changes.outputs.decision != 'skip'
timeout-minutes: 5
timeout-minutes: 8
env:
RUST_BRIDGE_ARTIFACT: ${{ needs.rust-bridge.outputs.artifact }}
UNIT_SHARD: ${{ matrix.shard }}
SCHEMA_BASE_REF: origin/${{ github.event.repository.default_branch }}
run: |
diff -u model_prices_and_context_window.json litellm/model_prices_and_context_window_backup.json
if [ -z "$RUST_BRIDGE_ARTIFACT" ]; then
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra switchyard --extra saml --extra extra_proxy --extra proxy-runtime --extra utils
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra saml --extra extra_proxy --extra proxy-runtime --extra utils
else
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra switchyard --extra saml --extra extra_proxy --extra proxy-runtime --extra utils --no-install-project --no-install-package litellm-proxy
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra saml --extra extra_proxy --extra proxy-runtime --extra utils --no-install-project
uv pip install --no-deps --python .venv/bin/python rust-bridge-dist/*.whl
cp rust-bridge-dist/litellm/rust_bridge/_native.abi3.so litellm/rust_bridge/_native.abi3.so
uv run --no-sync python -c "import importlib.metadata; import litellm.rust_bridge._native; print(importlib.metadata.version('litellm'))"
fi
uv run --no-sync python -c 'import os, sys; print(sys.version); assert f"{sys.version_info.major}.{sys.version_info.minor}" == os.environ["UV_PYTHON"]'
- name: Check litellm/schema.prisma against the merge base
if: steps.changes.outputs.decision != 'skip' && matrix.shard == 'db-and-spend' && github.event_name == 'pull_request'
timeout-minutes: 3
env:
GH_TOKEN: ${{ github.token }}
PR_NUMBER: ${{ github.event.pull_request.number }}
EVENT_BASE_REF: ${{ github.event.pull_request.base.ref }}
HEAD_SHA: ${{ github.event.pull_request.head.sha }}
run: |
base_ref=$(gh api "repos/${GITHUB_REPOSITORY}/branches/${EVENT_BASE_REF}" --jq .name) || base_ref=$(gh api "repos/${GITHUB_REPOSITORY}/pulls/${PR_NUMBER}" --jq .base.ref)
merge_base=$(gh api "repos/${GITHUB_REPOSITORY}/compare/${base_ref}...${HEAD_SHA}?per_page=1" --jq '.merge_base_commit.sha')
test -n "$merge_base"
git fetch --no-tags --depth=1 origin "$merge_base"
uv run --no-sync python litellm/scripts/check_schema_compatibility.py --base-commit "$merge_base"
if [ "$UNIT_SHARD" = "db-and-spend" ]; then
uv run --no-sync python scripts/check_schema_compatibility.py --base-ref "$SCHEMA_BASE_REF"
fi
- name: Cache Prisma binaries
if: steps.changes.outputs.decision != 'skip'
@ -1134,7 +1093,7 @@ jobs:
--timeout="${TEST_TIMEOUT_SECONDS}" \
--rerun-except "from pytest-timeout" \
--durations=20 \
--cov=./litellm --cov=./litellm/enterprise/litellm_enterprise \
--cov=./litellm --cov=./enterprise/litellm_enterprise \
--cov-report=xml:coverage.xml \
--cov-config=pyproject.toml
status=$?
@ -1164,7 +1123,7 @@ jobs:
timeout-minutes: 20
defaults:
run:
working-directory: litellm/ui/litellm-dashboard
working-directory: ui/litellm-dashboard
steps:
- name: Checkout repository
@ -1183,9 +1142,9 @@ jobs:
if: steps.changes.outputs.decision != 'skip'
uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
with:
node-version-file: litellm/ui/litellm-dashboard/.nvmrc
node-version-file: ui/litellm-dashboard/.nvmrc
cache: "npm"
cache-dependency-path: litellm/ui/litellm-dashboard/package-lock.json
cache-dependency-path: ui/litellm-dashboard/package-lock.json
- name: Install dependencies
if: steps.changes.outputs.decision != 'skip'
@ -1306,7 +1265,7 @@ jobs:
- name: Install dependencies
if: steps.changes.outputs.decision != 'skip'
run: |
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra switchyard
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router
- name: Cache Prisma binaries
if: steps.changes.outputs.decision != 'skip'
@ -1355,16 +1314,17 @@ jobs:
- name: Run unit tests
run: |
chart=litellm/deploy/helm/litellm
declared="$(grep -h '^suite:' "$chart"/tests/*.yaml | wc -l | tr -d '[:space:]')"
output="$(mktemp)"
helm unittest -f 'tests/*.yaml' "$chart" | tee "$output"
executed="$(sed -n 's/^Test Suites:.*[[:space:]]\([0-9][0-9]*\) total$/\1/p' "$output")"
if [ "$declared" != "$executed" ]; then
echo "::error::$chart declares $declared test suites but helm-unittest ran $executed. Suites are being skipped silently, so their assertions never execute."
exit 1
fi
echo "$chart: all $declared declared test suites ran"
for chart in helm/litellm-helm helm/litellm; do
declared="$(grep -h '^suite:' "$chart"/tests/*.yaml | wc -l | tr -d '[:space:]')"
output="$(mktemp)"
helm unittest -f 'tests/*.yaml' "$chart" | tee "$output"
executed="$(sed -n 's/^Test Suites:.*[[:space:]]\([0-9][0-9]*\) total$/\1/p' "$output")"
if [ "$declared" != "$executed" ]; then
echo "::error::$chart declares $declared test suites but helm-unittest ran $executed. Suites are being skipped silently, so their assertions never execute."
exit 1
fi
echo "$chart: all $declared declared test suites ran"
done
openai-sdk-compat:
name: OpenAI ${{ matrix.openai-version }} compatibility
needs: rust-bridge
@ -1508,9 +1468,9 @@ jobs:
RUST_BRIDGE_ARTIFACT: ${{ needs.rust-bridge.outputs.artifact }}
run: |
if [ -z "$RUST_BRIDGE_ARTIFACT" ]; then
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra switchyard --extra saml --extra extra_proxy --extra proxy-runtime --extra utils
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra saml --extra extra_proxy --extra proxy-runtime --extra utils
else
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra switchyard --extra saml --extra extra_proxy --extra proxy-runtime --extra utils --no-install-project --no-install-package litellm-proxy
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra google --extra proxy --extra semantic-router --extra saml --extra extra_proxy --extra proxy-runtime --extra utils --no-install-project
uv pip install --no-deps --python .venv/bin/python rust-bridge-dist/*.whl
cp rust-bridge-dist/litellm/rust_bridge/_native.abi3.so litellm/rust_bridge/_native.abi3.so
fi

View file

@ -8,13 +8,13 @@ on:
- main
- "litellm_**"
paths:
- "litellm/vscode-extension/**"
- "vscode-extension/**"
- ".github/workflows/test-vscode-extension.yml"
push:
branches:
- main
paths:
- "litellm/vscode-extension/**"
- "vscode-extension/**"
- ".github/workflows/test-vscode-extension.yml"
concurrency:
@ -27,7 +27,7 @@ jobs:
timeout-minutes: 10
defaults:
run:
working-directory: litellm/vscode-extension
working-directory: vscode-extension
steps:
- name: Checkout repository
@ -41,7 +41,7 @@ jobs:
with:
node-version: "24"
cache: npm
cache-dependency-path: litellm/vscode-extension/package-lock.json
cache-dependency-path: vscode-extension/package-lock.json
- name: Install dependencies
run: npm ci
@ -59,5 +59,5 @@ jobs:
uses: actions/upload-artifact@4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1 # v4.6.1
with:
name: litellm-vscode
path: litellm/vscode-extension/*.vsix
path: vscode-extension/*.vsix
if-no-files-found: error

View file

@ -0,0 +1,85 @@
name: "Weekly Load Anomaly Check"
on:
schedule:
- cron: "0 12 * * 6"
workflow_dispatch:
permissions:
contents: read
jobs:
weekly-load-anomaly:
if: github.event_name != 'schedule' || github.repository == 'BerriAI/litellm'
runs-on: ubuntu-latest
timeout-minutes: 45
services:
postgres:
image: postgres:16.6
env:
POSTGRES_USER: llmproxy
POSTGRES_PASSWORD: dbpassword9090
POSTGRES_DB: litellm
ports:
- 5432:5432
options: >-
--health-cmd "pg_isready -U llmproxy"
--health-interval 5s
--health-timeout 5s
--health-retries 10
env:
DATABASE_URL: postgresql://llmproxy:dbpassword9090@localhost:5432/litellm
LITELLM_MASTER_KEY: sk-weekly-anomaly-check
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
AWS_BEARER_TOKEN_BEDROCK: ${{ secrets.AWS_BEARER_TOKEN_BEDROCK }}
steps:
- uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
with:
persist-credentials: false
- name: Set up Python
uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
with:
python-version: "3.12"
- name: Set up uv
uses: ./.github/actions/setup-uv-with-retries
with:
version: "0.10.9"
- name: Cache the Rust build
uses: ./.github/actions/cache-cargo-build
- name: Install dependencies
run: |
.github/scripts/uv_sync_with_retries.sh --frozen --group ci --group proxy-dev --extra proxy
- name: Cache Prisma binaries
uses: ./.github/actions/cache-prisma-binaries
- name: Generate Prisma client
run: |
uv run --no-sync prisma generate --schema litellm/proxy/schema.prisma
- name: Start the proxy
run: |
nohup uv run --no-sync litellm --config tests/e2e/perf/weekly_anomaly_config.yml --port 4000 > proxy.log 2>&1 &
for _ in $(seq 1 90); do
if curl -fs http://localhost:4000/health/liveliness > /dev/null; then
exit 0
fi
sleep 2
done
echo "proxy never became live"
tail -n 100 proxy.log
exit 1
- name: Run the weekly session anomaly test
env:
E2E_WEEKLY_ANOMALY: "1"
run: |
uv run --no-sync pytest tests/e2e/perf/test_weekly_session_anomaly_e2e.py -v --tb=short -rA
- name: Show proxy log on failure
if: failure()
run: tail -n 300 proxy.log

20
.gitignore vendored
View file

@ -18,7 +18,7 @@ __pycache__/
# Rust bridge build artifacts (compiled, platform-specific; regenerated by maturin/cargo)
litellm/rust_bridge/_native*.so
litellm/rust_bridge/_native*.pyd
litellm/rust/target/
litellm-rust/target/
# Python package build output
dist/
@ -55,14 +55,14 @@ hosted_config.yaml
litellm/proxy/tests/node_modules
litellm/proxy/tests/package.json
litellm/proxy/tests/package-lock.json
litellm/ui/litellm-dashboard/.next
litellm/ui/litellm-dashboard/node_modules
litellm/ui/litellm-dashboard/next-env.d.ts
ui/litellm-dashboard/.next
ui/litellm-dashboard/node_modules
ui/litellm-dashboard/next-env.d.ts
*.tsbuildinfo
litellm/ui/litellm-dashboard/package.json
litellm/ui/litellm-dashboard/package-lock.json
litellm/deploy/helm/litellm/charts/*.tgz
litellm/deploy/helm/*.tgz
ui/litellm-dashboard/package.json
ui/litellm-dashboard/package-lock.json
helm/litellm-helm/*.tgz
helm/*.tgz
litellm/proxy/vertex_key.json
**/.vim/
**/node_modules
@ -106,7 +106,7 @@ litellm_config.yaml
litellm/proxy/to_delete_loadtest_work/*
update_model_cost_map.py
tests/unit/proxy/mcp_server/test_mcp_server_manager.py
litellm/scripts/test_vertex_ai_search.py
scripts/test_vertex_ai_search.py
LAZY_LOADING_IMPROVEMENTS.md
STABILIZATION_TODO.md
**/test-results
@ -146,7 +146,7 @@ crash.*.log
# pytest coverage data
.coverage
litellm/ui/litellm-dashboard/out/
ui/litellm-dashboard/out/
litellm.log
.coverage-rust

5
.npmrc Normal file
View file

@ -0,0 +1,5 @@
# Supply-chain hardening
# Packages needing lifecycle scripts: npm rebuild <pkg>
ignore-scripts=true
# Protects local npm install only — npm ci (used in CI) ignores this
min-release-age=3

22
.semgrep/rules/README.md Normal file
View file

@ -0,0 +1,22 @@
# Custom Semgrep rules for LiteLLM
Add custom rule YAML files here. Semgrep loads all `.yml`/`.yaml` files under this directory.
**Run only custom rules (CI / fail on findings):**
```bash
semgrep scan --config .semgrep/rules . --error
```
**Run with registry + custom rules:**
```bash
semgrep scan --config auto --config .semgrep/rules .
```
**Layout:**
- `python/` – Python-specific rules (security, patterns)
- Add more subdirs as needed (e.g. `generic/` for language-agnostic rules)
See [Semgrep rule syntax](https://semgrep.dev/docs/writing-rules/rule-syntax/).

View file

@ -1,6 +1,7 @@
Do not write comments unless they are any of:
- absolutely necessary to explain some very complex business logic (in which case, keep it concise and clear)
- used as an input for tools to read and act on. For example:
- entries in `.git-blame-ignore-revs` saying which commit is excluded from git blame
- a lint or type checker suppression like `# mutable-ok` or `# pyright: ignore[reportArgumentType] # <reason>` when introducing a truly unavoidable violation
- a TODO or FIXME
- Not great to have those, but if it's unavoidable, make sure to include a strong, concise reason for why it's there or, better yet, link to a GitHub issue for the follow-up work
@ -30,7 +31,9 @@ A test must only fail when litellm code changes. Never pin facts we don't own (a
End-to-end tests belong in `tests/e2e/`. A rule about one directory's files, like its harness or which CI runs it, goes in that directory's `AGENTS.md`, never only in a README or here. Read a directory's `AGENTS.md` before editing files in it
When creating PRs, target the repository's current default branch for both internal and external / OSS contributions. Check it with `python3 litellm/scripts/default_branch.py --branch` instead of assuming a branch name or relying on cached `origin/HEAD`
Before you build a new way to move data between the endpoints, the provider transformations, and cost tracking or logging, read the architecture decision records in `docs/adrs/`, which say why those layers are shaped the way they are
When creating PRs, target the repository's current default branch for both internal and external / OSS contributions. Check it with `python3 scripts/default_branch.py --branch` instead of assuming a branch name or relying on cached `origin/HEAD`
When writing a PR body, treat the comments and imperative instructions inside .github/PULL_REQUEST_TEMPLATE/general.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/PULL_REQUEST_TEMPLATE/general.md from disk before writing a PR body to make sure you see every comment rule. A section you have nothing to put in (Relevant issues, Affected release, Linear ticket, Caveats, QA runbook, and so on) is removed entirely, heading included, never left as an empty title
@ -42,13 +45,14 @@ Run QA proxies with `python litellm/proxy/proxy_cli.py --config litellm/proxy/de
Simple PRs may skip before/after e2e when the full diff is mechanical and focused checks completely prove it, such as #49030 restoring an existing helper name. Trace affected callers and run relevant tests/static checks at the tip. For a bug fix, establish that the regression catches the original defect. Size alone never qualifies. New behavior, API/provider semantics, auth, billing, persistence, concurrency or uncertain integration risk need live e2e. In Screenshots / Proof of Fix, record `E2E exception at <tip SHA>`, scope, rationale, commands and results. Tests count as proof only for this exception. Reassess changed diffs, retain CI/bot gates, and honor explicit e2e requests (2026-10-28, unnecessary live QA for #49030)
For other PRs, proof must show the end user's real flow before and after, with commands and output against a live proxy and real provider calls where applicable. The body alone must let a reviewer rerun it, with the proxy command, config, env var names and client code exactly as run, and long blocks collapsed in <details>. Pytest alone is insufficient. For UI or interactive coding-tool flows, drive that surface and embed before/after screenshots, with URLs, clicks and input fields a reviewer can reproduce
For other PRs, proof must show the end user's real flow before and after, with commands and output against a live proxy and real provider calls where applicable. Pytest alone is insufficient. For UI or interactive coding-tool flows, drive that surface and embed before/after screenshots, with URLs, clicks and input fields a reviewer can reproduce
If you ever write any human-facing text (pull requests, issues, commit messages, discussion posts, github comments, release notes, docs, etc.), always follow these guidelines to sound less AI-y:
- don't use emojis
- don't use "—". Don't use ";" or ":" unless it would be nonsensical not to. Instead, reach for ",", ".", conjunction words, etc. in descending order of preference: vary among them, weighted toward the front of the list, and skip "," where it would cause a comma splice or the sentence is getting long. Overusing any one of them also feels AI-y. A word cap does not penalize you for adding more sentences
- don't use the pattern "It's not X, it's Y", "You're not X, you're Y", etc.
- unless explicitly asked, don't use bulleted or numbered lists unless it would be nonsensical not to. Instead, prefer prose
- don't add a trailing "." at the end of paragraphs (just like this file). That means every paragraph, not just the last one (of the markdown file, PR description, GitHub comment, etc.). Rule of thumb: if you're adding new line(s) before the next sentence, don't add a ".". Exception is that docs (i.e., litellm-docs) should have trailing "."
- don't use →. Instead, prefer not to use arrows, and if need be, use -> instead
- use plain, simple, everyday engineering language: the common phrase engineers actually say over rare compact phrasing, in grammatically complete sentences. When explicitly asked to use bullets or ordered lists and structure legitimately helps the reader, prefer nested bullets (any depth is fine) over dense lines in a flat structure
@ -56,17 +60,17 @@ Don't hesitate to use values in .env to get needed API keys and other secrets, a
Python max line length is 120, not 88
The five lint gates (`litellm/scripts/ruff_strict_gate.py`, `litellm/scripts/type_discipline_gate.py`, `litellm/scripts/test_quality_gate.py`, `litellm/scripts/openapi_docs_gate.py`, `litellm/scripts/type_check_gate.py`) compare each rule's codebase count on your branch against the count at its merge-base with the default branch, and a rule may not grow. There are no budget files to edit or ratchet: when a gate fails, fix the violations the branch introduced or remove at least as many of that rule elsewhere in the tree. The one exception is `reportAny` / `reportExplicitAny`, which share a fixed codebase-wide cap in `ANY_CAPS` in `litellm/scripts/type_check_gate.py` because Any spreads past the lines you touch. A branch may add Anys while the total stays under that cap. Only lower `ANY_CAPS`, and only in its own PR to the default branch, never raise it on a feature branch
The five lint gates (`scripts/ruff_strict_gate.py`, `scripts/type_discipline_gate.py`, `scripts/test_quality_gate.py`, `scripts/openapi_docs_gate.py`, `scripts/type_check_gate.py`) compare each rule's codebase count on your branch against the count at its merge-base with the default branch, and a rule may not grow. There are no budget files to edit or ratchet: when a gate fails, fix the violations the branch introduced or remove at least as many of that rule elsewhere in the tree. The one exception is `reportAny` / `reportExplicitAny`, which share a fixed codebase-wide cap in `ANY_CAPS` in `scripts/type_check_gate.py` because Any spreads past the lines you touch. A branch may add Anys while the total stays under that cap. Only lower `ANY_CAPS`, and only in its own PR to the default branch, never raise it on a feature branch
`make check` (f.k.a. `make pre-commit`, which still works identically as an alias) saves its complete output to a log file in .git (overwriting previous logs) and prints that path as its first and last output lines. To inspect a run, read or grep that log instead of re-running the multi-minute checks just to see a different slice
`make check`, `make lint`, `litellm/scripts/pre_commit_lint.sh`, and the standalone lint gates (`litellm/scripts/ruff_strict_gate.py`, `litellm/scripts/type_discipline_gate.py`, `litellm/scripts/type_check_gate.py`) each hold one of 2 machine-wide slots, so when other sessions or worktrees on the same box are already running heavy work, yours prints "all N machine-wide slots are busy" followed by "queueing" and then stays quiet until a slot frees. Give the command a long timeout and let it wait rather than killing it, retrying it, or assuming it hung. Don't change the # of machine-wide slots or make it unlimited by setting `LITELLM_GATE_SLOTS=0`
`make check`, `make lint`, `scripts/pre_commit_lint.sh`, and the standalone lint gates (`scripts/ruff_strict_gate.py`, `scripts/type_discipline_gate.py`, `scripts/type_check_gate.py`) each hold one of 2 machine-wide slots, so when other sessions or worktrees on the same box are already running heavy work, yours prints "all N machine-wide slots are busy" followed by "queueing" and then stays quiet until a slot frees. Give the command a long timeout and let it wait rather than killing it, retrying it, or assuming it hung. Don't change the # of machine-wide slots or make it unlimited by setting `LITELLM_GATE_SLOTS=0`
If you're trying to create a new function that relies on untyped stuff, instead of adding more Any's and pushing `reportAny` / `reportExplicitAny` closer to their cap in `ANY_CAPS`, just validate it in the caller with Pydantic (a model or `TypeAdapter` that returns the typed thing or raises will do) and then pass the now typed variable in
If you get an LIT001 fail, refactor the code to follow functional programming best practices rather than introducing mutable data structures. For example, build values in one shot with comprehensions or generators wrapped in `tuple()` / `MappingProxyType()` / `frozenset()` instead of seeding an empty `list`/`dict`/`set` and mutating it over time. Ideally, `# mutable-ok` is never used. Reach for it only as a genuine last resort when an immutable rewrite is truly impossible, and always pair it with a real reason
Every lint or type suppression must name the exact rule inside brackets and carry a reason comment, e.g. `# pyright: ignore[reportArgumentType] # stubs lack async overload` or `# noqa: TID251 # <reason>`. `# type: ignore` is banned (LIT009): `[tool.pyright]` in pyproject.toml sets `enableTypeIgnoreComments` to false, so it silently does nothing
Every lint or type suppression must name the exact rule inside brackets and carry a reason comment, e.g. `# pyright: ignore[reportArgumentType] # stubs lack async overload` or `# noqa: TID251 # <reason>`. `# type: ignore` is banned (LIT009): pyrightconfig.json sets `enableTypeIgnoreComments` to false, so it silently does nothing
Commit and push your work when you're done without asking
@ -88,6 +92,8 @@ Do not put names of customers or customer company names in code, PR descriptions
CI supply-chain safety: Never pipe a remote script into a shell (`curl ... | bash`, `wget ... | sh`). Download the artifact to a file, verify its SHA-256 checksum, then install. Pin every external tool to a specific version with a full URL (not `latest` or `stable`). Verify checksums for all downloaded binaries, using the provider's official `.sha256` / `.sha256sum` sidecar when available. These rules apply to every download in CI
For database operations, connection ownership and proxy dependency wiring, follow [database-access](.agents/skills/database-access/SKILL.md)
Prisma migrations apply synchronously at proxy boot, before it serves traffic, so a migration must only change schema, never rewrite rows. No `UPDATE`, `DELETE` or `MERGE`, and no `INSERT ... SELECT`: on a spend-log-sized table any of those is minutes of downtime plus a doubled heap that plain autovacuum won't give back. `tests/code_coverage_tests/check_migrations_no_data_rewrites.py` enforces this. When a rewrite is genuinely bounded and has to ship inside the migration, mark the statement `-- data-migration-ok: <what bounds it>`
Follow these coding conventions for new/updated code (a three-line fix in a legacy file shouldn't trigger huge drive-by refactors):

419
ARCHITECTURE.md Normal file
View file

@ -0,0 +1,419 @@
# LiteLLM Architecture - LiteLLM SDK + AI Gateway
This document helps contributors understand where to make changes in LiteLLM.
For why a layer is shaped the way it is, read the architecture decision records in [`docs/adrs/`](docs/adrs/AGENTS.md) (Python SDK and proxy) and [`litellm-rust/docs/adrs/`](litellm-rust/docs/adrs/AGENTS.md) (Rust core)
---
## How It Works
The LiteLLM AI Gateway (Proxy) uses the LiteLLM SDK internally for all LLM calls:
```
OpenAI SDK (client) ──▶ LiteLLM AI Gateway (proxy/) ──▶ LiteLLM SDK (litellm/) ──▶ LLM API
Anthropic SDK (client) ──▶ LiteLLMAI Gateway (proxy/) ──▶ LiteLLM SDK (litellm/) ──▶ LLM API
Any HTTP client ──▶ LiteLLMAI Gateway (proxy/) ──▶ LiteLLM SDK (litellm/) ──▶ LLM API
```
The **AI Gateway** adds authentication, rate limiting, budgets, and routing on top of the SDK.
The **SDK** handles the actual LLM provider calls, request/response transformations, and streaming.
---
## 1. AI Gateway (Proxy) Request Flow
The AI Gateway (`litellm/proxy/`) wraps the SDK with authentication, rate limiting, and management features.
```mermaid
sequenceDiagram
participant Client
participant ProxyServer as proxy/proxy_server.py
participant Auth as proxy/auth/user_api_key_auth.py
participant Redis as Redis Cache
participant Hooks as proxy/hooks/
participant Router as router.py
participant Main as main.py + utils.py
participant Handler as llms/custom_httpx/llm_http_handler.py
participant Transform as llms/{provider}/chat/transformation.py
participant Provider as LLM Provider API
participant CostCalc as cost_calculator.py
participant LoggingObj as litellm_logging.py
participant DBWriter as db/db_spend_update_writer.py
participant Postgres as PostgreSQL
%% Request Flow
Client->>ProxyServer: POST /v1/chat/completions
ProxyServer->>Auth: user_api_key_auth()
Auth->>Redis: Check API key cache
Redis-->>Auth: Key info + spend limits
ProxyServer->>Hooks: parallel_request_limiter, cache_control_check
Hooks->>Redis: Check/increment rate limit counters
ProxyServer->>Router: route_request()
Router->>Main: litellm.acompletion()
Main->>Handler: BaseLLMHTTPHandler.completion()
Handler->>Transform: ProviderConfig.transform_request()
Handler->>Provider: HTTP Request
Provider-->>Handler: Response
Handler->>Transform: ProviderConfig.transform_response()
Transform-->>Handler: ModelResponse
Handler-->>Main: ModelResponse
%% Cost Attribution (in utils.py wrapper)
Main->>LoggingObj: update_response_metadata()
LoggingObj->>CostCalc: _response_cost_calculator()
CostCalc->>CostCalc: completion_cost(tokens × price)
CostCalc-->>LoggingObj: response_cost
LoggingObj-->>Main: Set response._hidden_params["response_cost"]
Main-->>ProxyServer: ModelResponse (with cost in _hidden_params)
%% Response Headers + Async Logging
ProxyServer->>ProxyServer: Extract cost from hidden_params
ProxyServer->>LoggingObj: async_success_handler()
LoggingObj->>Hooks: async_log_success_event()
Hooks->>DBWriter: update_database(response_cost)
DBWriter->>Redis: Queue spend increment
DBWriter->>Postgres: Batch write spend logs (async)
ProxyServer-->>Client: ModelResponse + x-litellm-response-cost header
```
### Proxy Components
```mermaid
graph TD
subgraph "Incoming Request"
Client["POST /v1/chat/completions"]
end
subgraph "proxy/proxy_server.py"
Endpoint["chat_completion()"]
end
subgraph "proxy/auth/"
Auth["user_api_key_auth()"]
end
subgraph "proxy/"
PreCall["litellm_pre_call_utils.py"]
RouteRequest["route_llm_request.py"]
end
subgraph "litellm/"
Router["router.py"]
Main["main.py"]
end
subgraph "Infrastructure"
DualCache["DualCache<br/>(in-memory + Redis)"]
Postgres["PostgreSQL<br/>(keys, teams, spend logs)"]
end
Client --> Endpoint
Endpoint --> Auth
Auth --> DualCache
DualCache -.->|cache miss| Postgres
Auth --> PreCall
PreCall --> RouteRequest
RouteRequest --> Router
Router --> DualCache
Router --> Main
Main --> Client
```
**Key proxy files:**
- `proxy/proxy_server.py` - Main API endpoints
- `proxy/auth/` - Authentication (API keys, JWT, OAuth2)
- `proxy/hooks/` - Proxy-level callbacks
- `router.py` - Load balancing, fallbacks
- `router_strategy/` - Routing algorithms (`lowest_latency.py`, `simple_shuffle.py`, etc.)
**LLM-specific proxy endpoints:**
| Endpoint | Directory | Purpose |
|----------|-----------|---------|
| `/v1/messages` | `proxy/anthropic_endpoints/` | Anthropic Messages API |
| `/vertex-ai/*` | `proxy/vertex_ai_endpoints/` | Vertex AI passthrough |
| `/gemini/*` | `proxy/google_endpoints/` | Google AI Studio passthrough |
| `/v1/images/*` | `proxy/image_endpoints/` | Image generation |
| `/v1/batches` | `proxy/batches_endpoints/` | Batch processing |
| `/v1/files` | `proxy/openai_files_endpoints/` | File uploads |
| `/v1/fine_tuning` | `proxy/fine_tuning_endpoints/` | Fine-tuning jobs |
| `/v1/rerank` | `proxy/rerank_endpoints/` | Reranking |
| `/v1/responses` | `proxy/response_api_endpoints/` | OpenAI Responses API |
| `/v1/vector_stores` | `proxy/vector_store_endpoints/` | Vector stores |
| `/*` (passthrough) | `proxy/pass_through_endpoints/` | Direct provider passthrough |
**Proxy Hooks** (`proxy/hooks/__init__.py`):
| Hook | File | Purpose |
|------|------|---------|
| `parallel_request_limiter` | `proxy/hooks/parallel_request_limiter_v3.py` | Rate limiting per key/user |
| `cache_control_check` | `proxy/hooks/cache_control_check.py` | Cache validation |
| `responses_id_security` | `proxy/hooks/responses_id_security.py` | Response ID validation |
| `litellm_skills` | `proxy/hooks/litellm_skills/main.py` | Skills injection |
To add a new proxy hook, implement `CustomLogger` and register in `PROXY_HOOKS`.
### Infrastructure Components
The AI Gateway uses external infrastructure for persistence and caching:
```mermaid
graph LR
subgraph "AI Gateway (proxy/)"
Proxy["proxy_server.py"]
Auth["auth/user_api_key_auth.py"]
DBWriter["db/db_spend_update_writer.py<br/>DBSpendUpdateWriter"]
InternalCache["utils.py<br/>InternalUsageCache"]
CostCallback["hooks/proxy_track_cost_callback.py<br/>_ProxyDBLogger"]
Scheduler["APScheduler<br/>ProxyStartupEvent"]
end
subgraph "SDK (litellm/)"
Router["router.py<br/>Router.cache (DualCache)"]
LLMCache["caching/caching_handler.py<br/>LLMCachingHandler"]
CacheClass["caching/caching.py<br/>Cache"]
end
subgraph "Redis (caching/redis_cache.py)"
RateLimit["Rate Limit Counters"]
SpendQueue["Spend Increment Queue"]
KeyCache["API Key Cache"]
TPM_RPM["TPM/RPM Tracking"]
Cooldowns["Deployment Cooldowns"]
LLMResponseCache["LLM Response Cache"]
end
subgraph "PostgreSQL (proxy/schema.prisma)"
Keys["LiteLLM_VerificationToken"]
Teams["LiteLLM_TeamTable"]
SpendLogs["LiteLLM_SpendLogs"]
Users["LiteLLM_UserTable"]
end
Auth --> InternalCache
InternalCache --> KeyCache
InternalCache -.->|cache miss| Keys
InternalCache --> RateLimit
Router --> TPM_RPM
Router --> Cooldowns
LLMCache --> CacheClass
CacheClass --> LLMResponseCache
CostCallback --> DBWriter
DBWriter --> SpendQueue
DBWriter --> SpendLogs
Scheduler --> SpendLogs
Scheduler --> Keys
```
| Component | Purpose | Key Files/Classes |
|-----------|---------|-------------------|
| **Redis** | Rate limiting, API key caching, TPM/RPM tracking, cooldowns, LLM response caching, spend queuing | `caching/redis_cache.py` (`RedisCache`), `caching/dual_cache.py` (`DualCache`) |
| **PostgreSQL** | API keys, teams, users, spend logs | `proxy/utils.py` (`PrismaClient`), `proxy/schema.prisma` |
| **InternalUsageCache** | Proxy-level cache for rate limits + API keys (in-memory + Redis) | `proxy/utils.py` (`InternalUsageCache`) |
| **Router.cache** | TPM/RPM tracking, deployment cooldowns, client caching (in-memory + Redis) | `router.py` (`Router.cache: DualCache`) |
| **LLMCachingHandler** | SDK-level LLM response/embedding caching | `caching/caching_handler.py` (`LLMCachingHandler`), `caching/caching.py` (`Cache`) |
| **DBSpendUpdateWriter** | Batches spend updates to reduce DB writes | `proxy/db/db_spend_update_writer.py` (`DBSpendUpdateWriter`) |
| **Cost Tracking** | Calculates and logs response costs | `proxy/hooks/proxy_track_cost_callback.py` (`_ProxyDBLogger`) |
**Background Jobs** (APScheduler, initialized in `proxy/proxy_server.py` → `ProxyStartupEvent.initialize_scheduled_background_jobs()`):
| Job | Interval | Purpose | Key Files |
|-----|----------|---------|-----------|
| `update_spend` | 60s | Batch write spend logs to PostgreSQL | `proxy/db/db_spend_update_writer.py` |
| `reset_budget` | 10-12min | Reset budgets for keys/users/teams | `proxy/common_utils/reset_budget_job.py` |
| `add_deployment` | 10s | Sync new model deployments from DB | `proxy/proxy_server.py` (`ProxyConfig`) |
| `cleanup_old_spend_logs` | cron/interval | Delete old spend logs | `proxy/db/db_transaction_queue/spend_log_cleanup.py` |
| `check_batch_cost` | 30min | Calculate costs for batch jobs | `enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py` |
| `check_responses_cost` | 30min | Calculate costs for responses API | `enterprise/litellm_enterprise/proxy/common_utils/check_responses_cost.py` |
| `process_rotations` | 1hr | Auto-rotate API keys | `proxy/common_utils/key_rotation_manager.py` |
| `_run_background_health_check` | continuous | Health check model deployments | `proxy/proxy_server.py` |
| `send_weekly_spend_report` | weekly | Slack spend alerts | `proxy/utils.py` (`SlackAlerting`) |
| `send_monthly_spend_report` | monthly | Slack spend alerts | `proxy/utils.py` (`SlackAlerting`) |
**Cost Attribution Flow:**
1. LLM response returns to `utils.py` wrapper after `litellm.acompletion()` completes
2. `update_response_metadata()` (`litellm_core_utils/llm_response_utils/response_metadata.py`) is called
3. `logging_obj._response_cost_calculator()` (`litellm_core_utils/litellm_logging.py`) calculates cost via `litellm.completion_cost()` (`cost_calculator.py`)
4. Cost is stored in `response._hidden_params["response_cost"]`
5. `proxy/common_request_processing.py` extracts cost from `hidden_params` and adds to response headers (`x-litellm-response-cost`)
6. `logging_obj.async_success_handler()` triggers callbacks including `_ProxyDBLogger.async_log_success_event()`
7. `DBSpendUpdateWriter.update_database()` queues spend increments to Redis
8. Background job `update_spend` flushes queued spend to PostgreSQL every 60s
Cost lookup falls back to the response model when the provider-reported name cannot be priced. Explicitly registered zero rates remain zero, and custom deployment pricing or an explicit `base_model` retain precedence
### Data Access Layer (Models & Repositories)
Database entities and the operations on them live in two packages at the root of `litellm/` so both the gateway (`proxy/`) and the SDK can use them without importing proxy internals:
- `litellm/models/` holds the canonical Pydantic definitions for every persisted entity (`LiteLLM_VerificationToken`, `LiteLLM_TeamTable`, `LiteLLM_UserTable`, etc.). `proxy/_types.py` re-exports these for backwards compatibility, so existing imports keep working.
- `litellm/repositories/` holds the data-access layer. `BaseRepository[T]` provides the generic CRUD (`find_by_id`, `find_many`, `create`, `update`, `delete`, `count`, `exists`); entity repositories such as `VerificationTokenRepository`, `TeamRepository`, and `UserRepository` add domain-specific queries and writes on top of it.
Conventions to follow when touching this layer:
| Concern | How it's handled |
|---------|------------------|
| JSON columns | Prisma `Json` columns are stored as JSON strings. Repositories `json.dumps()` on write and `json.loads()` on read (see `_to_model` and the `_build_*_data` helpers). |
| Archive-then-delete | `delete_team` / `delete_token` copy the row into the `LiteLLM_Deleted*` table and delete the original inside a single `prisma_client.db.tx()` transaction. Archive payloads are built explicitly so only columns that exist on the archive table are written. |
| Column vs. field names | Where a model field differs from its DB column (for example `org_id` maps to the `organization_id` column), the repository translates in both directions rather than relying on Pydantic to guess. |
| Array mutations | Adds use Prisma's atomic `push` (`add_member`, `add_admin`, `add_models`) to avoid read-modify-write races. Removals fall back to read-modify-write because Prisma has no atomic array remove. |
To add a new entity, define the model under `litellm/models/`, re-export it from `proxy/_types.py` if existing code imports it from there, and add a repository under `litellm/repositories/` (subclass `BaseRepository` for plain CRUD, or add bespoke methods when the entity needs encryption, archiving, or atomic array updates). Mirror the tests in `tests/unit/repositories/`.
---
## 2. SDK Request Flow
The SDK (`litellm/`) provides the core LLM calling functionality used by both direct SDK users and the AI Gateway.
```mermaid
graph TD
subgraph "SDK Entry Points"
Completion["litellm.completion()"]
Messages["litellm.messages()"]
end
subgraph "main.py"
Main["completion()<br/>acompletion()"]
end
subgraph "utils.py"
GetProvider["get_llm_provider()"]
end
subgraph "llms/custom_httpx/"
Handler["llm_http_handler.py<br/>BaseLLMHTTPHandler"]
HTTP["http_handler.py<br/>HTTPHandler / AsyncHTTPHandler"]
end
subgraph "llms/{provider}/chat/"
TransformReq["transform_request()"]
TransformResp["transform_response()"]
end
subgraph "litellm_core_utils/"
Streaming["streaming_handler.py"]
end
subgraph "integrations/ (async, off main thread)"
Callbacks["custom_logger.py<br/>Langfuse, Datadog, etc."]
end
Completion --> Main
Messages --> Main
Main --> GetProvider
GetProvider --> Handler
Handler --> TransformReq
TransformReq --> HTTP
HTTP --> Provider["LLM Provider API"]
Provider --> HTTP
HTTP --> TransformResp
TransformResp --> Streaming
Streaming --> Response["ModelResponse"]
Response -.->|async| Callbacks
```
**Key SDK files:**
- `main.py` - Entry points: `completion()`, `acompletion()`, `embedding()`
- `utils.py` - `get_llm_provider()` resolves model → provider
- `llms/custom_httpx/llm_http_handler.py` - Central HTTP orchestrator
- `llms/custom_httpx/http_handler.py` - Low-level HTTP client
- `llms/{provider}/chat/transformation.py` - Provider-specific transformations
- `litellm_core_utils/streaming_handler.py` - Streaming response handling
- `integrations/` - Async callbacks (Langfuse, Datadog, etc.)
---
## 3. Translation Layer
When a request comes in, it goes through a **translation layer** that converts between API formats.
Each translation is isolated in its own file, making it easy to test and modify independently.
### Where to find translations
| Incoming API | Provider | Translation File |
|--------------|----------|------------------|
| `/v1/chat/completions` | Anthropic | `llms/anthropic/chat/transformation.py` |
| `/v1/chat/completions` | Bedrock Converse | `llms/bedrock/chat/converse_transformation.py` |
| `/v1/chat/completions` | Bedrock Invoke | `llms/bedrock/chat/invoke_transformations/anthropic_claude_transformation.py` |
| `/v1/chat/completions` | Gemini | `llms/gemini/chat/transformation.py` |
| `/v1/chat/completions` | Vertex AI | `llms/vertex_ai/gemini/transformation.py` |
| `/v1/chat/completions` | OpenAI | `llms/openai/chat/gpt_transformation.py` |
| `/v1/messages` (passthrough) | Anthropic | `llms/anthropic/messages/native/transformation.py` |
| `/v1/messages` (passthrough) | Bedrock | `llms/bedrock/messages/invoke_transformations/anthropic_claude_transformation.py` |
| `/v1/messages` (passthrough) | Vertex AI | `llms/vertex_ai/vertex_ai_partner_models/anthropic/messages/transformation.py` |
| Passthrough endpoints | All | `proxy/pass_through_endpoints/llm_provider_handlers/` |
### Example: Debugging prompt caching
If `/v1/messages` → Bedrock Converse prompt caching isn't working but Bedrock Invoke works:
1. **Bedrock Converse translation**: `llms/bedrock/chat/converse_transformation.py`
2. **Bedrock Invoke translation**: `llms/bedrock/chat/invoke_transformations/anthropic_claude_transformation.py`
3. Compare how each handles `cache_control` in `transform_request()`
### How translations work
Each provider has a `Config` class that inherits from `BaseConfig` (`llms/base_llm/chat/transformation.py`):
```python
class ProviderConfig(BaseConfig):
def transform_request(self, model, messages, optional_params, litellm_params, headers):
# Convert OpenAI format → Provider format
return {"messages": transformed_messages, ...}
def transform_response(self, model, raw_response, model_response, logging_obj, ...):
# Convert Provider format → OpenAI format
return ModelResponse(choices=[...], usage=Usage(...))
```
The `BaseLLMHTTPHandler` (`llms/custom_httpx/llm_http_handler.py`) calls these methods - you never need to modify the handler itself.
---
## 4. Adding/Modifying Providers
### To add a new provider:
1. Create `llms/{provider}/chat/transformation.py`
2. Implement `Config` class with `transform_request()` and `transform_response()`
3. Add tests in `tests/llm_translation/test_{provider}.py`
### To add a feature (e.g., prompt caching):
1. Find the translation file from the table above
2. Modify `transform_request()` to handle the new parameter
3. Add unit tests that verify the transformation
### Testing checklist
When adding a feature, verify it works across all paths:
| Test | File Pattern |
|------|--------------|
| OpenAI passthrough | `tests/llm_translation/test_openai*.py` |
| Anthropic direct | `tests/llm_translation/test_anthropic*.py` |
| Bedrock Invoke | `tests/llm_translation/test_bedrock*.py` |
| Bedrock Converse | `tests/llm_translation/test_bedrock*converse*.py` |
| Vertex AI | `tests/llm_translation/test_vertex*.py` |
| Gemini | `tests/llm_translation/test_gemini*.py` |
### Unit testing translations
Translations are designed to be unit testable without making API calls:
```python
from litellm.llms.bedrock.chat.converse_transformation import BedrockConverseConfig
def test_prompt_caching_transform():
config = BedrockConverseConfig()
result = config.transform_request(
model="anthropic.claude-3-opus",
messages=[{"role": "user", "content": "test", "cache_control": {"type": "ephemeral"}}],
optional_params={},
litellm_params={},
headers={}
)
assert "cachePoint" in str(result) # Verify cache_control was translated
```

View file

@ -276,14 +276,16 @@ When the provider reports its own usage or spend numbers, compare the proxy's nu
Provider work (a new provider, a new parameter, a new usage or cost field) is the most common kind of contribution, and it is where PRs get reworked most often. Follow these rules
**Preserve zero prices.** In [`model_prices_and_context_window.json`](../model_prices_and_context_window.json), an explicit `0.0` means that the priced operation is free. A missing field or `null` means no rate is specified, so the relevant calculator may use a fallback. For example, when no batch input rate is configured, batch cache writes use `cache_creation_input_token_cost` if set, otherwise the regular input rate, then apply the batch discount. A zero ordinary input rate does not make separately priced cache reads or writes free. Test `rate is None` before substituting a fallback, since `row.get("cache_creation_input_token_cost") or fallback` would discard a valid zero. Speech keeps character pricing ahead of token pricing even when the character rate is zero. If neither rate is configured, speech cost calculation raises an error. Its model lookup preserves unset rates instead of treating compatibility defaults as explicit zero prices. Perplexity keeps a configured legacy search rate ahead of the current search rate, including zero. When registering custom prices, `None` leaves an existing rate unchanged and `0.0` overrides it
**Preserve zero prices.** In [`model_prices_and_context_window.json`](model_prices_and_context_window.json), an explicit `0.0` means that the priced operation is free. A missing field or `null` means no rate is specified, so the relevant calculator may use a fallback. For example, when no batch input rate is configured, batch cache writes use `cache_creation_input_token_cost` if set, otherwise the regular input rate, then apply the batch discount. A zero ordinary input rate does not make separately priced cache reads or writes free. Test `rate is None` before substituting a fallback, since `row.get("cache_creation_input_token_cost") or fallback` would discard a valid zero. Speech keeps character pricing ahead of token pricing even when the character rate is zero. If neither rate is configured, speech cost calculation raises an error. Its model lookup preserves unset rates instead of treating compatibility defaults as explicit zero prices. Perplexity keeps a configured legacy search rate ahead of the current search rate, including zero. When registering custom prices, `None` leaves an existing rate unchanged and `0.0` overrides it
**Find the existing machinery before you add plumbing.** LiteLLM already has generic paths that move data between the endpoints, the provider transformations, and cost tracking. A second, hand-rolled path for the same data is a common reason a provider PR gets rewritten before merge. If you cannot find a mechanism for what you need, say so in the PR or ask in [#pr-review on Slack](https://join.slack.com/t/litellmossslack/shared_invite/zt-3o7nkuyfr-p_kbNJj8taRfXGgQI1~YyA) before you build one
**Find the existing machinery before you add plumbing.** LiteLLM already has generic paths that move data between the endpoints, the provider transformations, and cost tracking. A second, hand-rolled path for the same data is a common reason a provider PR gets rewritten before merge. [`ARCHITECTURE.md`](ARCHITECTURE.md) shows where the layers live, and the decision records in [`docs/adrs/`](docs/adrs/AGENTS.md) explain why they are shaped that way. For example, [the ADR on provider usage fields](docs/adrs/adr_001_provider_usage_fields_ride_as_usage_extras.md) covers how provider-specific usage fields reach cost tracking. If you cannot find a mechanism for what you need, say so in the PR or ask in [#pr-review on Slack](https://join.slack.com/t/litellmossslack/shared_invite/zt-3o7nkuyfr-p_kbNJj8taRfXGgQI1~YyA) before you build one
**Bill a new provider usage field from the usage object.** Leave the field on the usage object as an extra and read it in that provider's `cost_calculator.py`. A provider without one gets a new `cost_calculator.py` and an arm for it in `cost_per_token` (`litellm/cost_calculator.py`), which picks the calculator by provider. If the provider's transform builds `Usage` from named fields, as the Anthropic, Gemini, and Bedrock Converse ones do, pass the new field there too. Streamed requests rebuild usage in `ChunkProcessor.calculate_usage` (`litellm/litellm_core_utils/streaming_chunk_builder_utils.py`), which does not copy extras yet the way the Responses-to-chat bridge does (minus a short exclusion list), so until it does, bill the field on streams by naming it there, as Anthropic's `inference_geo` is. A provider that reports its own charge for the request, as OpenRouter does in `usage.cost`, is billed at that charge from `_hidden_params` before any calculator runs, unless the deployment sets its own prices. When the field counts a built-in tool such as web search, add the provider to `get_cost_for_web_search_request` in `litellm/llms/__init__.py`, and add a gate to `litellm/litellm_core_utils/llm_cost_calc/tool_call_cost_tracking.py` only when no existing gate fires. Then show the field's cost in your proof on every endpoint it reaches, streaming included
**Do not change what a caller sees to make internals easier.** Each endpoint keeps the schema of the API it emulates. A `/v1/responses` caller gets `input_tokens` and a `/v1/chat/completions` caller gets `prompt_tokens`, whatever the provider sent and whatever cost tracking needs. A provider usage field that shows up as an extra key is fine, since it only adds a key, but renaming, removing, or reshaping a key the endpoint defines is not. Reshaping a public response to feed an internal consumer breaks every user of that endpoint
If your change makes an architecture decision, such as a new cross-cutting mechanism or a deliberate difference from a provider's API shape, add an ADR to [`docs/adrs/`](docs/adrs/AGENTS.md) in the same PR
## Building and Running Locally
### LiteLLM Proxy Server
@ -303,8 +305,8 @@ uv run litellm --config your_config.yaml
If you want to build the Docker image yourself:
```bash
# Build the image (runs as a non-root user by default)
docker build -f litellm/deploy/docker/Dockerfile -t litellm_dev .
# Build using the non-root Dockerfile
docker build -f docker/Dockerfile.non_root -t litellm_dev .
# Generate a master key. Requests send it as the bearer token
export LITELLM_MASTER_KEY="sk-$(openssl rand -hex 32)"
@ -328,7 +330,7 @@ git clone https://github.com/YOUR_USERNAME/litellm.git
cd litellm
# Navigate to the UI dashboard directory
cd litellm/ui/litellm-dashboard
cd ui/litellm-dashboard
# Install dependencies
npm install
@ -360,7 +362,7 @@ Local lint and budget checks follow origin's current default branch. They refres
## Submitting Your PR
1. **Push your branch**: `git push origin your-feature-branch`
2. **Create a PR**: Go to GitHub and open a pull request against the repository's current default branch. Run `python3 litellm/scripts/default_branch.py --branch` to check its name
2. **Create a PR**: Go to GitHub and open a pull request against the repository's current default branch. Run `python3 scripts/default_branch.py --branch` to check its name
3. **Fill out the PR template**: Provide clear description of changes
4. **Wait for review**: Maintainers will review and provide feedback
5. **Address feedback**: Make requested changes and push updates

186
Dockerfile Normal file
View file

@ -0,0 +1,186 @@
# syntax=docker/dockerfile:1.7
# Base image for building
ARG LITELLM_BUILD_IMAGE=cgr.dev/chainguard/wolfi-base@sha256:360896efb0753a5701c48f860e17130c205eae5a264797aa3e7ea126ee2923a7
# Runtime image
ARG LITELLM_RUNTIME_IMAGE=cgr.dev/chainguard/wolfi-base@sha256:360896efb0753a5701c48f860e17130c205eae5a264797aa3e7ea126ee2923a7
ARG UV_IMAGE=ghcr.io/astral-sh/uv:0.11.7@sha256:240fb85ab0f263ef12f492d8476aa3a2e4e1e333f7d67fbdd923d00a506a516a
# Pinned by digest like the other base images; bump explicitly on Node upgrades.
ARG UI_BUILD_IMAGE=node:24.19-alpine3.24@sha256:d32cdf619f63fe0471182d08996dd516c6275bb5fd31ae06e55a570bd9e1ad43
# Checksum from https://www.pgbouncer.org/downloads/ (the Wolfi repo only carries 1.24.x)
ARG PGBOUNCER_VERSION=1.26.0
ARG PGBOUNCER_SHA256=afd25dd61ee6775d37b40629b87ce08736b3e6955f3057bb212e410fbf21c71d
FROM $UV_IMAGE AS uvbin
FROM $LITELLM_BUILD_IMAGE AS pgbouncer-builder
ARG PGBOUNCER_VERSION
ARG PGBOUNCER_SHA256
USER root
RUN apk add --no-cache build-base pkgconf libevent-dev openssl-dev curl
WORKDIR /build
RUN curl -fsSL -o pgbouncer.tar.gz "https://www.pgbouncer.org/downloads/files/${PGBOUNCER_VERSION}/pgbouncer-${PGBOUNCER_VERSION}.tar.gz" && \
echo "${PGBOUNCER_SHA256} pgbouncer.tar.gz" | sha256sum -c - && \
tar xzf pgbouncer.tar.gz --strip-components=1 && \
./configure --prefix=/usr/local --with-openssl=/usr && \
make -j"$(nproc)" pgbouncer && \
install -m 0755 pgbouncer /usr/local/bin/pgbouncer
# Admin UI builder. Pinned to the build platform so the architecture-independent
# Next.js static export compiles once natively even in a multi-arch build,
# instead of once per target arch under QEMU.
FROM --platform=$BUILDPLATFORM $UI_BUILD_IMAGE AS ui-builder
ENV NEXT_TELEMETRY_DISABLED=1 \
npm_config_fund=false \
npm_config_audit=false
WORKDIR /ui
COPY ui/litellm-dashboard/package.json ui/litellm-dashboard/package-lock.json ./
COPY ui/litellm-dashboard/vendor/ ./vendor/
RUN --mount=type=cache,target=/root/.npm npm ci --prefer-offline
COPY ui/litellm-dashboard/ ./
RUN npm run build
# Builder stage
FROM $LITELLM_BUILD_IMAGE AS builder
WORKDIR /app
USER root
COPY --from=uvbin /uv /usr/local/bin/uv
COPY --from=uvbin /uvx /usr/local/bin/uvx
RUN apk add --no-cache \
bash \
gcc \
python-3.13 \
python-3.13-dev \
rust \
openssl \
libssl3 \
openssl-dev \
nodejs \
npm \
libsndfile
ENV UV_PROJECT_ENVIRONMENT=/app/.venv \
UV_LINK_MODE=copy \
UV_PYTHON_DOWNLOADS=0 \
PATH="/app/.venv/bin:${PATH}"
# Copy dependency metadata first for layer caching
COPY pyproject.toml uv.lock ./
COPY enterprise/pyproject.toml enterprise/
COPY litellm-proxy-extras/pyproject.toml litellm-proxy-extras/
# Install third-party dependencies (cached unless pyproject.toml/uv.lock change)
RUN uv sync --frozen --no-install-project --no-install-workspace --no-default-groups --no-editable \
--extra proxy \
--extra proxy-runtime \
--group admin-mcp \
--extra extra_proxy \
--extra semantic-router \
--extra saml \
--extra bedrock-realtime \
--python python3.13
# Copy full source tree
COPY . .
# Replace the committed UI bundle with the one built from this exact source.
# Clearing first drops the committed bundle's content-hashed chunks that COPY
# would otherwise leave behind alongside the fresh ones.
RUN rm -rf litellm/proxy/_experimental/out
COPY --from=ui-builder /ui/out/. litellm/proxy/_experimental/out/
# Build Admin UI before final sync (applies the enterprise color override when present)
RUN sed -i 's/\r$//' docker/build_admin_ui.sh && chmod +x docker/build_admin_ui.sh && ./docker/build_admin_ui.sh
# Install project and workspace packages (fast - deps already cached)
RUN uv sync --frozen --no-default-groups --no-editable \
--extra proxy \
--extra proxy-runtime \
--group admin-mcp \
--extra extra_proxy \
--extra semantic-router \
--extra saml \
--extra bedrock-realtime \
--python python3.13
RUN HOME=/opt/prisma XDG_CACHE_HOME=/opt/prisma/.cache PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
npm_config_cache=/root/.npm \
prisma generate --schema=./schema.prisma
RUN sed -i 's/\r$//' docker/entrypoint.sh && chmod +x docker/entrypoint.sh && \
sed -i 's/\r$//' docker/prod_entrypoint.sh && chmod +x docker/prod_entrypoint.sh
FROM $LITELLM_BUILD_IMAGE AS liteadmin-builder
COPY --from=uvbin /uv /usr/local/bin/uv
RUN apk add --no-cache python-3.13
ADD --checksum=sha256:4fb1847e28e2be30ba76dac94f02c4903291326516a0f4ba772f6ffb8b25d05c \
https://github.com/BerriAI/litellm-admin-agent/archive/5661c805ce479a0cf11b842ea133cf8d22cd7e34.tar.gz /tmp/liteadmin.tar.gz
RUN mkdir /tmp/liteadmin && tar xzf /tmp/liteadmin.tar.gz --strip-components=1 -C /tmp/liteadmin && \
uv venv /opt/liteadmin --python python3.13 && \
uv pip install --python /opt/liteadmin/bin/python --require-hashes -r /tmp/liteadmin/requirements.txt && \
uv pip install --python /opt/liteadmin/bin/python --no-deps /tmp/liteadmin
# Runtime stage
FROM $LITELLM_RUNTIME_IMAGE AS runtime
ARG LITELLM_RELEASE_TAG=""
ENV LITELLM_RELEASE_TAG=${LITELLM_RELEASE_TAG}
USER root
# The base image only configures Chainguard's authenticated apk repo, which
# requires an enterprise subscription. Add the public Wolfi repo so `apk add`
# also works for anyone installing extra packages into a running container.
# https://github.com/BerriAI/litellm/issues/33518
RUN echo "https://packages.wolfi.dev/os" >> /etc/apk/repositories
# node (without npm) is required by the prisma CLI at runtime
RUN apk add --no-cache bash openssl libssl3 tzdata nodejs python-3.13 libsndfile libevent
COPY --from=pgbouncer-builder /usr/local/bin/pgbouncer /usr/local/bin/pgbouncer
WORKDIR /app
ENV PATH="/app/.venv/bin:${PATH}" \
PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
PRISMA_CLI_PATH=/opt/prisma/binaries/node_modules/.bin/prisma \
PRISMA_CLI_QUERY_ENGINE_TYPE=binary \
PRISMA_OFFLINE_MODE=true
# Copy only what runtime needs. The application is installed inside the venv;
# the rest of the builder's /app is source and build metadata that must not
# ship (manifest-scanning tools attribute everything in it to this image).
# entrypoint.sh invokes litellm/proxy/prisma_migration.py by source path.
COPY --from=builder /app/.venv /app/.venv
COPY --from=liteadmin-builder /opt/liteadmin /opt/liteadmin
COPY --from=builder /app/docker /app/docker
COPY --from=builder /app/schema.prisma /app/schema.prisma
COPY --from=builder /app/litellm/proxy/prisma_migration.py /app/litellm/proxy/prisma_migration.py
# enterprise/ is imported by source path at runtime (proxy_cli puts the
# working directory on sys.path; litellm/proxy/hooks resolves
# enterprise.enterprise_hooks from it)
COPY --from=builder /app/enterprise /app/enterprise
COPY --from=builder /app/litellm-proxy-extras /app/litellm-proxy-extras
# Prisma CLI + engines are baked under /opt/prisma, a fixed path every
# runtime uid can read and that no cache volume mount shadows. The paths are
# pinned via PRISMA_BINARY_CACHE_DIR / PRISMA_CLI_PATH and recorded into the
# generated client at build time, so `prisma migrate deploy` on a fresh
# database needs no npm and no network access (#33650, #24554).
COPY --from=builder /opt/prisma /opt/prisma
RUN find /app/.venv -type f -path "*/tornado/test/*" -delete && \
find /app/.venv -type d -path "*/tornado/test" -delete && \
chmod -R a+rX /opt/prisma && \
test -x /opt/prisma/binaries/node_modules/.bin/prisma && \
test -f /opt/prisma/binaries/node_modules/prisma/build/index.js && \
python -c "from prisma.client import BINARY_PATHS; paths = list(BINARY_PATHS.query_engine.values()); assert paths and all(p.startswith('/opt/prisma/') for p in paths), paths"
EXPOSE 4000/tcp
ENTRYPOINT ["docker/prod_entrypoint.sh"]
CMD ["--port", "4000"]

1
GEMINI.md Normal file
View file

@ -0,0 +1 @@
Read @AGENTS.md for coding guidelines

View file

@ -1,6 +1,6 @@
Portions of this software are licensed as follows:
* All content that resides under the "litellm/enterprise/" directory of this repository, if that directory exists, is licensed under the license defined in "litellm/enterprise/LICENSE".
* All content that resides under the "enterprise/" directory of this repository, if that directory exists, is licensed under the license defined in "enterprise/LICENSE".
* Content outside of the above mentioned directories or restrictions above is available under the MIT license as defined below.
---
MIT License

View file

@ -54,24 +54,20 @@ help:
@echo " make test-integration - Run integration tests"
@echo " make test-unit-helm - Run helm unit tests"
@echo " make test-rust-extension - Build the Rust extension and run its public Python tests"
@echo " make rust-sqlx-prepare - Refresh litellm/rust/crates/db/.sqlx against a migrated Postgres container"
@echo " make rust-sqlx-prepare - Refresh litellm-rust/crates/db/.sqlx against a migrated Postgres container"
@echo ""
@echo "Heavy targets (check, lint) queue for LITELLM_GATE_SLOTS machine-wide"
@echo "slots (default 2; 0 disables) so parallel sessions don't thrash one machine."
UV := uv
export RUSTUP_TOOLCHAIN ?= $(shell sed -n 's/^[[:space:]]*channel[[:space:]]*=[[:space:]]*"\([^"]*\)".*/\1/p' litellm/rust/rust-toolchain.toml)
export CARGO_NET_RETRY ?= 5
export CARGO_HTTP_MULTIPLEXING ?= false
export SQLX_OFFLINE ?= true
UV_RUN := $(UV) run --no-sync
BASE_REF ?=
export BASE_REF
RESOLVE_BASE = python3 litellm/scripts/default_branch.py --base "$(BASE_REF)"
RESOLVE_BASE = python3 scripts/default_branch.py --base "$(BASE_REF)"
# Machine-wide slot queue for the heavy targets below; python3 + stdlib only, so
# it runs before any venv exists. See litellm/scripts/gate_slot_lock.py.
GATE_SLOT_LOCK := python3 litellm/scripts/gate_slot_lock.py
# it runs before any venv exists. See scripts/gate_slot_lock.py.
GATE_SLOT_LOCK := python3 scripts/gate_slot_lock.py
LINT_DEP_INSTALL ?= install-dev
LINT_E2E_DEP_INSTALL ?= lint-install
@ -94,8 +90,8 @@ install-dev:
# machine-wide slots the CPU-bound gates below share.
bootstrap:
$(UV) sync --inexact --frozen --extra proxy --group proxy-dev --group e2e-dev
$(UV_RUN) python litellm/scripts/prisma_generate_if_needed.py
cd litellm/ui/litellm-dashboard && ../../scripts/with_dashboard_node.sh npm install --no-audit --no-fund
$(UV_RUN) python scripts/prisma_generate_if_needed.py
cd ui/litellm-dashboard && ../../scripts/with_dashboard_node.sh npm install --no-audit --no-fund
@main_root=$$(git worktree list --porcelain | head -1 | sed 's/^worktree //'); \
if [ "$$main_root" != "$$(git rev-parse --show-toplevel)" ] && [ -f "$$main_root/.env" ] && [ ! -f .env ]; then \
cp "$$main_root/.env" .env && echo "bootstrap: copied .env from $$main_root"; \
@ -127,10 +123,10 @@ install-helm-unittest:
# Install git hooks that enforce Conventional Commits.
# Opt-in: not chained into install-dev.
install-hooks:
./litellm/scripts/install_git_hooks.sh
./scripts/install_git_hooks.sh
# Formatting
# Wrap width is pyproject.toml's single source of truth (line-length = 120), shared by the
# Wrap width is ruff.toml's single source of truth (line-length = 120), shared by the
# formatter and the import sorter so there's no 88-vs-120 split to reconcile.
format: install-dev
cd litellm && $(UV_RUN) ruff format --exclude '/enterprise/' . && cd ..
@ -143,12 +139,12 @@ lint-fetch-base:
# Mirror test-linting.yml's python job environment: the proxy-dev group plus a generated
# Prisma client, so `basedpyright tests/e2e` resolves the same modules CI does. The
# basedpyright gate itself no longer measures here (litellm/scripts/type_check_gate.py provisions its
# basedpyright gate itself no longer measures here (scripts/type_check_gate.py provisions its
# own .venv-typecheck). --inexact tops up the venv instead of pruning the proxy extras
# gen:api and the running proxy need.
lint-install:
$(UV) sync --inexact --frozen --group proxy-dev --group e2e-dev
$(UV_RUN) python litellm/scripts/prisma_generate_if_needed.py
$(UV_RUN) python scripts/prisma_generate_if_needed.py
# Diff-scoped format check, mirroring test-linting.yml's "Check ruff format" step:
# only the litellm Python files changed vs the base are checked, so a pre-existing
@ -167,9 +163,9 @@ lint-format-check-changed: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
# Linting targets
lint-ruff: $(LINT_DEP_INSTALL)
$(UV_RUN) python litellm/scripts/check_mcp_operation_boundary.py
$(UV_RUN) python scripts/check_mcp_operation_boundary.py
cd litellm && $(UV_RUN) ruff check . && cd ..
$(UV_RUN) ruff check --config .github/linters/ruff-tests.toml tests
$(UV_RUN) ruff check --config ruff-tests.toml tests
# faster linter for developing ...
# inspiration from:
@ -208,7 +204,7 @@ lint-ruff-FULL-dev: install-dev
else echo "No changed .py files to check."; fi
lint-basedpyright: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
$(UV_RUN) python litellm/scripts/type_check_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/type_check_gate.py --base "$(BASE_REF)"
lint-e2e-basedpyright: $(LINT_E2E_DEP_INSTALL)
$(UV_RUN) basedpyright tests/e2e tests/e2e_harness
@ -216,29 +212,29 @@ lint-e2e-basedpyright: $(LINT_E2E_DEP_INSTALL)
# Type-discipline gate (mutable collections / casts / type guards / kwargs /
# unexplained suppressions), the test-linting.yml step `make lint` used to omit.
lint-type-discipline: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
$(UV_RUN) python litellm/scripts/type_discipline_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/type_discipline_gate.py --base "$(BASE_REF)"
# Test-quality gate (zero-assert / mock-echo tests, sys.path.insert, raw env writes,
# litellm module-global mutation, credential-gated skips, conftest snapshot
# inventory), counted across tests/ the same delta-vs-base way.
lint-test-quality: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
$(UV_RUN) python litellm/scripts/test_quality_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/test_quality_gate.py --base "$(BASE_REF)"
# OpenAPI docs gate (POST routes without a request body schema, a description or a
# 200 schema in app.openapi()), counted the same delta-vs-base way so a new endpoint
# has to show up documented in Swagger UI.
lint-openapi-docs: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
$(UV_RUN) python litellm/scripts/openapi_docs_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/openapi_docs_gate.py --base "$(BASE_REF)"
lint-format: format-check
lint-ruff-strict: install-dev
$(UV_RUN) python litellm/scripts/ruff_strict_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/ruff_strict_gate.py --base "$(BASE_REF)"
# Strict gate, invoked the same way CI does in test-linting.yml so a local pass
# means the CI check will pass too.
lint-gate: $(LINT_DEP_INSTALL) $(LINT_DEP_BASE)
$(UV_RUN) python litellm/scripts/ruff_strict_gate.py --base "$(BASE_REF)"
$(UV_RUN) python scripts/ruff_strict_gate.py --base "$(BASE_REF)"
check-circular-imports: $(LINT_DEP_INSTALL)
cd litellm && $(UV_RUN) python ../tests/documentation_tests/test_circular_imports.py && cd ..
@ -276,7 +272,7 @@ check:
@$(GATE_SLOT_LOCK) $(MAKE) check-inner
check-inner: bootstrap
./litellm/scripts/pre_commit_lint.sh
./scripts/pre_commit_lint.sh
pre-commit:
@echo "make pre-commit is a legacy alias; use make check" >&2
@ -298,7 +294,7 @@ test-rust-extension:
"$$temporary/venv/bin/python" -I -m pytest --import-mode=importlib -m requires_rust_extension tests/test_litellm_rust
rust-sqlx-prepare:
cd litellm/rust && cargo run -p litellm-db-testing --bin sqlx-prepare
cd litellm-rust && cargo run -p litellm-db-testing --bin sqlx-prepare
test: install-test-deps
$(UV_RUN) pytest tests/
@ -345,7 +341,7 @@ test-integration: install-test-deps
$(UV_RUN) pytest tests/
test-unit-helm: install-helm-unittest
helm unittest -f 'tests/*.yaml' litellm/deploy/helm/litellm
helm unittest -f 'tests/*.yaml' helm/litellm-helm
# LLM Translation testing targets
test-llm-translation: install-test-deps

View file

@ -6,7 +6,7 @@
</p>
<p align="center">Open Source AI Gateway for 100+ LLMs. Self-hosted. Enterprise-ready. Call any LLM in OpenAI format.</p>
<p align="center">
<a href="https://render.com/deploy?repo=https://github.com/BerriAI/litellm&amp;blueprintPath=litellm/deploy/render/render.yaml" target="_blank" rel="nofollow"><img src="https://render.com/images/deploy-to-render-button.svg" alt="Deploy to Render" height="40"></a>
<a href="https://render.com/deploy?repo=https://github.com/BerriAI/litellm" target="_blank" rel="nofollow"><img src="https://render.com/images/deploy-to-render-button.svg" alt="Deploy to Render" height="40"></a>
<a href="https://railway.com/deploy/RhvhdC?referralCode=7mRv9K&utm_medium=integration&utm_source=template&utm_campaign=generic"><img src="https://railway.com/button.svg" alt="Deploy on Railway" height="40"></a>
<a href="https://console.aws.amazon.com/cloudshell/home" target="_blank" rel="nofollow"><img src="./.github/deploy-on-aws.png" alt="Deploy on AWS" height="40"></a>
<a href="https://ssh.cloud.google.com/cloudshell/editor?cloudshell_git_repo=https%3A%2F%2Fgithub.com%2FBerriAI%2Fterraform-google-litellm&cloudshell_git_branch=v1.105.0&cloudshell_workspace=examples%2Fdefault&cloudshell_tutorial=TUTORIAL.md&cloudshell_image=gcr.io/ds-artifacts-cloudshell/deploystack_custom_image&shellonly=true" target="_blank" rel="nofollow"><img src="./.github/deploy-on-gcp.png" alt="Deploy on GCP" height="40"></a>
@ -99,7 +99,7 @@ proxy, CLI, and optional extras
Build and install core from this checkout while its release integration is pending:
```shell
python litellm/scripts/build_core_distribution.py --out-dir dist/core
python scripts/build_core_distribution.py --out-dir dist/core
python -m pip install dist/core/litellm_core-*.whl
```
@ -398,7 +398,6 @@ Set `LITELLM_PROXY_API_BASE` and `LITELLM_PROXY_API_KEY` and every model call th
| [Deepseek (`deepseek`)](https://docs.litellm.ai/docs/providers/deepseek) | ✅ | ✅ | ✅ | | | | | | | |
| [Eden AI (`edenai`)](https://docs.litellm.ai/docs/providers/edenai) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | | | |
| [ElevenLabs (`elevenlabs`)](https://docs.litellm.ai/docs/providers/elevenlabs) | ✅ | ✅ | ✅ | | | ✅ | ✅ | | | |
| [EmpirioLabs AI (`empiriolabs`)](https://docs.litellm.ai/docs/providers/empiriolabs) | ✅ | | ✅ | | | | | | | |
| [Empower (`empower`)](https://docs.litellm.ai/docs/providers/empower) | ✅ | ✅ | ✅ | | | | | | | |
| [eu/jev Decisions API (`eu_jev`)](https://docs.litellm.ai/docs/pass_through/eu_jev) | | | | | | | | | | |
| [Fal AI (`fal_ai`)](https://docs.litellm.ai/docs/providers/fal_ai) | ✅ | ✅ | ✅ | | ✅ | | | | | |
@ -445,7 +444,6 @@ Set `LITELLM_PROXY_API_BASE` and `LITELLM_PROXY_API_KEY` and every model call th
| [OpenAI-like (`openai_like`)](https://docs.litellm.ai/docs/providers/openai_compatible) | | | | ✅ | | | | | | |
| [OpenRouter (`openrouter`)](https://docs.litellm.ai/docs/providers/openrouter) | ✅ | ✅ | ✅ | | | | | | | |
| [OVHCloud AI Endpoints (`ovhcloud`)](https://docs.litellm.ai/docs/providers/ovhcloud) | ✅ | ✅ | ✅ | | | | | | | |
| [Parallel AI (`parallel_ai`)](https://docs.litellm.ai/docs/search/parallel_ai) | | | | | | | | | | |
| [Perplexity AI (`perplexity`)](https://docs.litellm.ai/docs/providers/perplexity) | ✅ | ✅ | ✅ | | | | | | | |
| [Petals (`petals`)](https://docs.litellm.ai/docs/providers/petals) | ✅ | ✅ | ✅ | | | | | | | |
| [Pinstripes (`pinstripes`)](https://docs.litellm.ai/docs/providers/pinstripes) | ✅ | ✅ | ✅ | | | | | | | |
@ -526,7 +524,7 @@ Run the LiteLLM proxy as a production-ready componentized stack (gateway, backen
```bash
git clone https://github.com/BerriAI/litellm.git
cd litellm/litellm/deploy/terraform/litellm/aws/examples/default
cd litellm/terraform/litellm/aws/examples/default
cp terraform.tfvars.example terraform.tfvars # edit region/tenant/env
terraform init && terraform apply
```
@ -579,7 +577,7 @@ Provider API keys live in AWS Secrets Manager; reference ARNs via `gateway_extra
[![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.png)](https://ssh.cloud.google.com/cloudshell/editor?cloudshell_git_repo=https%3A%2F%2Fgithub.com%2FBerriAI%2Fterraform-google-litellm&cloudshell_git_branch=v1.105.0&cloudshell_workspace=examples%2Fdefault&cloudshell_tutorial=TUTORIAL.md&cloudshell_image=gcr.io/ds-artifacts-cloudshell/deploystack_custom_image&shellonly=true)
Real 1-click. Opens Cloud Shell, clones the [terraform-google-litellm](https://github.com/BerriAI/terraform-google-litellm) module mirror at the latest stable release (a small download instead of the full litellm repo), and walks you through `terraform apply` via a built-in [DeployStack tutorial](./litellm/deploy/terraform/litellm/gcp/examples/default/TUTORIAL.md). Pick the project, the tutorial sets up the Artifact Registry remote repo, writes `terraform.tfvars` from your answers, and runs apply
Real 1-click. Opens Cloud Shell, clones the [terraform-google-litellm](https://github.com/BerriAI/terraform-google-litellm) module mirror at the latest stable release (a small download instead of the full litellm repo), and walks you through `terraform apply` via a built-in [DeployStack tutorial](./terraform/litellm/gcp/examples/default/TUTORIAL.md). Pick the project, the tutorial sets up the Artifact Registry remote repo, writes `terraform.tfvars` from your answers, and runs apply
[Module page →](https://registry.terraform.io/modules/BerriAI/litellm/google/latest)
@ -646,21 +644,21 @@ Provider API keys live in Secret Manager; reference resource IDs (e.g. `projects
- Versioned object store for proxy state + file uploads
- An auto-generated `LITELLM_MASTER_KEY` in your cloud's secret manager
- A one-off migration job that runs `prisma migrate deploy` before the proxy starts
- The same `proxy_config` surface as the [Helm chart](./litellm/deploy/helm/litellm/) — pass YAML as a typed map
- The same `proxy_config` surface as the [Helm chart](./helm/litellm/) — pass YAML as a typed map
The Terraform modules live at [`litellm/deploy/terraform/litellm/aws/`](./litellm/deploy/terraform/litellm/aws/) and [`litellm/deploy/terraform/litellm/gcp/`](./litellm/deploy/terraform/litellm/gcp/) in this repo; the registry entries are read-only mirrors updated on each release.
The Terraform modules live at [`terraform/litellm/aws/`](./terraform/litellm/aws/) and [`terraform/litellm/gcp/`](./terraform/litellm/gcp/) in this repo; the registry entries are read-only mirrors updated on each release.
### Run in Developer Mode
#### Services
1. Setup .env file in root
2. Run dependent services `docker compose -f litellm/deploy/compose/docker-compose.yml up db prometheus`
2. Run dependent services `docker-compose up db prometheus`
#### Backend
1. Run `make bootstrap`
2. Start proxy backend: `uv run python litellm/proxy/proxy_cli.py`
#### Frontend
1. Navigate to `litellm/ui/litellm-dashboard` (dependencies were already installed w/ `make bootstrap`)
1. Navigate to `ui/litellm-dashboard` (dependencies were already installed w/ `make bootstrap`)
2. Start dashboard: `npm run dev`
### Verify Docker Image Signatures
@ -725,7 +723,7 @@ make test-unit # Run unit tests
make format-check # Check formatting only
```
For detailed contributing guidelines, see [CONTRIBUTING.md](.github/CONTRIBUTING.md).
For detailed contributing guidelines, see [CONTRIBUTING.md](CONTRIBUTING.md).
> **📖 Contributing to documentation?** The LiteLLM docs have moved to a separate repository: [BerriAI/litellm-docs](https://github.com/BerriAI/litellm-docs). Please open doc PRs there. Docs are served at [docs.litellm.ai](https://docs.litellm.ai).

91
SECURITY.md Normal file
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@ -0,0 +1,91 @@
# Data Privacy and Security
## Security Announcements
LiteLLM maintains a security announcements mailing list that is open to anyone. Subscribers receive advance notice, typically one to two days, before we release a fix for a particularly severe vulnerability or for any vulnerability exploitable by an unauthenticated attacker. This notice is provided on a best-effort basis
To subscribe, visit [https://berriai.github.io/security-announce-signup/](https://berriai.github.io/security-announce-signup/)
## Security Vulnerability Reporting Guidelines
> [!WARNING]
> Reports that do not include a video demonstrating the exploit will be closed without review. See [Reproduction Video Requirement](#reproduction-video-requirement) below.
We value the security community's role in protecting our systems and users. To report a security vulnerability:
- File a private vulnerability report on GitHub: [Report a vulnerability](https://github.com/BerriAI/litellm/security/advisories/new)
- Include steps to reproduce the issue
- Include a video or screen recording demonstrating the full exploit against a live LiteLLM instance, from initial access through to impact. A terminal recording (for example asciinema) is fine for CLI-only exploits.
- Provide any relevant additional information
### Reproduction Video Requirement
A video demonstrating the exploit is required for every report. AI tools have made it easy to produce plausible-sounding vulnerability reports that do not reproduce in practice, and triaging them takes time away from real issues. Reports submitted without a working reproduction video will be closed without review. If you add a video to a closed report, we will reopen and triage it.
### Vulnerability Categories
We classify vulnerabilities into the following categories:
**P0: Supply Chain Attacks**
Attacks that compromise our CI/CD pipeline, allowing a malicious actor to point our PyPI package or Docker images (GHCR or Docker Hub) to vulnerable or tampered artifacts.
**P1: Unauthenticated Proxy Access**
Application-level attacks where an unauthenticated user is able to gain access to protected data on a LiteLLM proxy instance that should be protected (e.g api keys).
**P2: Authenticated Malicious Actions**
Application-level attacks where an authenticated user is able to perform actions beyond their intended permissions, such as privilege escalation or unauthorized data access.
### Bug Bounty Program
We offer bounties for responsibly disclosed vulnerabilities based on severity:
**Note that currently only P0/P1 reports are eligible for a bounty, though submissions for P2 bugs are still encouraged**
| Severity | Bounty Range | Example |
|----------|-------------|---------|
| **Critical** | $1,500 - $3,000 | P0 supply chain compromise |
| **High** | $500 - $1,500 | P1 unauthenticated proxy access |
| **Medium** | N/A | P2 authenticated privilege escalation |
| **Low** | N/A | Minor information disclosure, low-impact misconfigurations |
To qualify for a bounty, reports must include clear reproduction steps, a reproduction video as described above, and must not involve systems or accounts you do not own. We review all submissions promptly and will follow up within 5 business days.
### Known Non-Issues
- Attacks that require a misconfiguration on setup (e.g not setting a `master_key` on the proxy configuration), are **explicitly not in scope** and are not considered vulnerable.
## Security Measures
### LiteLLM Github
- All commits run through Github's CodeQL checking
### Self-hosted Instances LiteLLM
- **No data or telemetry is stored on LiteLLM Servers when you self host**
- For installation and configuration, see: [Self-hosting guided](https://docs.litellm.ai/docs/proxy/deploy)
- **Telemetry** We run no telemetry when you self host LiteLLM
### LiteLLM Cloud
- We encrypt all data stored using your `LITELLM_MASTER_KEY` and in transit using TLS.
- Our database and application run on GCP, AWS infrastructure, partly managed by NeonDB.
- US data region: Northern California (AWS/GCP `us-west-1`) & Virginia (AWS `us-east-1`)
- EU data region Germany/Frankfurt (AWS/GCP `eu-central-1`)
- All users have access to SSO (Single Sign-On) through OAuth 2.0 with Google, Okta, Microsoft, KeyCloak.
- Audit Logs with retention policy
- Control Allowed IP Addresses that can access your Cloud LiteLLM Instance
For security inquiries, please contact us at security@berri.ai
#### Supported data regions for LiteLLM Cloud
LiteLLM supports the following data regions:
- US, Northern California (AWS/GCP `us-west-1`)
- Europe, Frankfurt, Germany (AWS/GCP `eu-central-1`)
All data, user accounts, and infrastructure are completely separated between these two regions

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ARG LITELLM_BUILD_IMAGE=cgr.dev/chainguard/wolfi-base@sha256:360896efb0753a5701c48f860e17130c205eae5a264797aa3e7ea126ee2923a7
ARG LITELLM_RUNTIME_IMAGE=cgr.dev/chainguard/wolfi-base@sha256:360896efb0753a5701c48f860e17130c205eae5a264797aa3e7ea126ee2923a7
ARG UV_IMAGE=ghcr.io/astral-sh/uv:0.11.7@sha256:240fb85ab0f263ef12f492d8476aa3a2e4e1e333f7d67fbdd923d00a506a516a
FROM $UV_IMAGE AS uvbin
# ---------- Rust extension ----------
# Copies only the native build's inputs, so the fat-LTO compile stays cached across Python-only changes
FROM $LITELLM_BUILD_IMAGE AS rust-native
WORKDIR /app
USER root
COPY --from=uvbin /uv /uvx /usr/local/bin/
RUN for i in 1 2 3; do \
apk add --no-cache bash gcc python-3.13 python-3.13-dev openssl openssl-dev && break; \
[ $i = 3 ] && { echo "apk add failed after 3 retries" >&2; exit 1; }; \
sleep 5; \
done
ENV UV_PYTHON_DOWNLOADS=0
COPY pyproject.toml README.md rust-toolchain.toml ./
COPY .cargo ./.cargo
COPY litellm-rust ./litellm-rust
COPY model_prices_and_context_window.json ./
RUN --mount=type=cache,target=/root/.cache/uv \
mkdir -p litellm/rust_bridge /wheels && \
touch litellm/__init__.py litellm/rust_bridge/__init__.py && \
uvx --python python3.13 --from maturin==1.15.0 --with puccinialin==0.1.14 \
python -c "import maturin; maturin.build_wheel('/wheels')"
# ---------- Builder ----------
FROM $LITELLM_BUILD_IMAGE AS builder
WORKDIR /app
USER root
COPY --from=uvbin /uv /uvx /usr/local/bin/
# nodejs/npm so `prisma generate` uses Wolfi's Node via PRISMA_USE_GLOBAL_NODE
# instead of nodeenv downloading one whose dynamic deps may not be in Wolfi
# (e.g. Node 26.2.0 needs libatomic). Retry for transient apk.cgr.dev flakes.
RUN for i in 1 2 3; do \
apk add --no-cache bash gcc python-3.13 python-3.13-dev openssl libssl3 openssl-dev libsndfile nodejs npm && break; \
[ $i = 3 ] && { echo "apk add failed after 3 retries" >&2; exit 1; }; \
sleep 5; \
done
# UV_COMPILE_BYTECODE=1 precompiles .pyc at install time → faster cold start.
# UV_LINK_MODE=copy avoids hardlink warnings when uv installs from a
# BuildKit cache mount (different filesystem).
# UV_PYTHON_DOWNLOADS=0 force uv to use the apk-installed CPython instead of
# silently pulling a managed interpreter.
# PRISMA_USE_GLOBAL_NODE explicit (matches default) so an env override can't
# silently re-enable nodeenv's Node download.
ENV UV_PROJECT_ENVIRONMENT=/app/.venv \
UV_LINK_MODE=copy \
UV_COMPILE_BYTECODE=1 \
UV_PYTHON_DOWNLOADS=0 \
PRISMA_USE_GLOBAL_NODE=true \
PATH="/app/.venv/bin:${PATH}"
# Stage 1 — install dependencies only.
RUN --mount=type=cache,target=/root/.cache/uv \
--mount=type=bind,source=pyproject.toml,target=pyproject.toml \
--mount=type=bind,source=uv.lock,target=uv.lock \
--mount=type=bind,source=enterprise/pyproject.toml,target=enterprise/pyproject.toml \
--mount=type=bind,source=litellm-proxy-extras/pyproject.toml,target=litellm-proxy-extras/pyproject.toml \
uv sync --frozen --no-install-project --no-install-workspace --no-default-groups --no-editable \
--extra proxy \
--extra proxy-runtime \
--group admin-mcp \
--extra extra_proxy \
--extra semantic-router \
--extra saml \
--python python3.13
# Stage 2 — copy source and install the project + workspace members.
COPY . .
RUN --mount=type=cache,target=/root/.cache/uv \
uv sync --frozen --no-install-project --no-default-groups --no-editable \
--extra proxy \
--extra proxy-runtime \
--group admin-mcp \
--extra extra_proxy \
--extra semantic-router \
--extra saml \
--python python3.13
RUN --mount=type=bind,from=rust-native,source=/wheels,target=/wheels \
uv pip install --python /app/.venv/bin/python --no-deps /wheels/litellm-*.whl
RUN cp "$(python -c 'import sysconfig; print(sysconfig.get_paths()["purelib"])')"/litellm/rust_bridge/_native*.so litellm/rust_bridge/
RUN HOME=/opt/prisma XDG_CACHE_HOME=/opt/prisma/.cache PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
npm_config_cache=/root/.npm \
prisma generate --schema=./schema.prisma
RUN sed -i 's/\r$//' docker/component_entrypoint.sh && chmod +x docker/component_entrypoint.sh
# ---------- Runtime ----------
FROM $LITELLM_RUNTIME_IMAGE AS runtime
ARG LITELLM_RELEASE_TAG=""
ENV LITELLM_RELEASE_TAG=${LITELLM_RELEASE_TAG}
USER root
RUN for i in 1 2 3; do \
apk add --no-cache bash openssl libssl3 tzdata python-3.13 libsndfile libatomic && break; \
[ $i = 3 ] && { echo "apk add failed after 3 retries" >&2; exit 1; }; \
sleep 5; \
done
# wolfi-base ships an unprivileged `nonroot` account (UID/GID 65532) with
# /home/nonroot. We run the backend as that user
WORKDIR /app
ENV HOME=/home/nonroot \
PATH="/app/.venv/bin:${PATH}" \
PYTHONPATH="/app" \
PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries
COPY --from=builder --chown=nonroot:nonroot /app/.venv /app/.venv
COPY --from=builder --chown=nonroot:nonroot /app/litellm /app/litellm
COPY --from=builder --chown=nonroot:nonroot /app/enterprise /app/enterprise
COPY --from=builder --chown=nonroot:nonroot /app/backend /app/backend
COPY --from=builder --chown=nonroot:nonroot /app/docker/component_entrypoint.sh /app/docker/component_entrypoint.sh
COPY --from=builder --chown=nonroot:nonroot /app/schema.prisma /app/schema.prisma
COPY --from=builder /opt/prisma /opt/prisma
RUN find /app/.venv -type f -path "*/tornado/test/*" -delete && \
find /app/.venv -type d -path "*/tornado/test" -delete && \
chmod -R a+rX /opt/prisma && \
python -c "from prisma.client import BINARY_PATHS; paths = list(BINARY_PATHS.query_engine.values()); assert paths and all(p.startswith('/opt/prisma/') for p in paths), paths"
USER nonroot
EXPOSE 4001/tcp
ENTRYPOINT ["/app/docker/component_entrypoint.sh", "uvicorn", "backend.main:app"]
CMD ["--host", "0.0.0.0", "--port", "4001"]

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"""UI backend entrypoint.
Reuses the existing FastAPI app from `litellm.proxy.proxy_server` and trims its
route table to just the management/admin surface used by the dashboard. Purely
additive — no existing module is modified.
Run with:
uvicorn backend.main:app --host 0.0.0.0 --port 4001
"""
from collections.abc import AsyncGenerator, Mapping
from contextlib import asynccontextmanager
from typing import Final
from starlette.applications import Starlette
from starlette.routing import Mount
from starlette.types import Lifespan
# See gateway/main.py for why we assemble DATABASE_URL(s) here before
# importing proxy_server.
from litellm.proxy.db.db_url_settings import DatabaseURLSettings
DatabaseURLSettings.from_env().apply_to_env()
from litellm.proxy.proxy_server import app
from backend.routes.allowlist import (
BACKEND_EXACT_PATHS,
BACKEND_MOUNT_PATHS,
BACKEND_PATH_PREFIXES,
)
def _is_backend_route(route) -> bool:
"""Keep the route on the backend if its path is in the management surface."""
path = getattr(route, "path", None)
if path is None:
return False
if isinstance(route, Mount):
# The dashboard UI static mounts are served by the dedicated UI container.
# Only Mounts in the backend allowlist (e.g. swagger docs) remain on backend.
return path in BACKEND_MOUNT_PATHS
if path in BACKEND_EXACT_PATHS:
return True
return any(path.startswith(prefix) for prefix in BACKEND_PATH_PREFIXES)
# See gateway/main.py for why the trim runs inside the lifespan instead of at
# module scope.
_proxy_lifespan: Final = app.router.lifespan_context
@asynccontextmanager
async def _backend_lifespan(
app_: Starlette, lifespan: Lifespan[Starlette] = _proxy_lifespan
) -> AsyncGenerator[Mapping[str, object], None]:
async with lifespan(app_) as state:
app_.router.routes = [r for r in app_.router.routes if _is_backend_route(r)]
yield state if state is not None else {}
app.router.lifespan_context = _backend_lifespan

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