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49 Commits

Author SHA1 Message Date
yuneng-jiang 92de7423ef fix(tests): replace shut-down gpt-4o-audio-preview with gpt-audio-1.5 (#28281) 
* fix(tests): replace shut-down gpt-4o-audio-preview with gpt-audio-1.5

OpenAI shut down gpt-4o-audio-preview on 2026-05-07, so the live audio
calls in test_stream_chunk_builder_openai_audio_output_usage and
test_standard_logging_payload_audio now hard-fail with a model-not-found
error on every PR. The error was not "openai-internal", so the except
block swallowed it and execution fell through to an unbound
completion/response (UnboundLocalError).

Switch both tests to gpt-audio-1.5, OpenAI's recommended successor
(GA, not deprecated, already present in the litellm cost map so the
response_cost assertion still resolves). Also broaden the except to
skip with the real error in the reason instead of crashing, so a
transient upstream blip can't reintroduce the UnboundLocalError.

* fix(tests): narrow audio-test skip to model-not-found, re-raise the rest

Address review feedback: an unconditional skip on any exception would
silently mask a litellm-internal regression in the audio path (broken
param transformation, serialization, bad header) instead of failing CI.

Skip only on the upstream-unavailable class (model_not_found / "does not
exist" / openai-internal) and re-raise everything else, so genuine
regressions still fail loudly. The UnboundLocalError is still fixed
because the handler either skips or raises - it never falls through.

* fix(tests): add budget_exceeded to expected Interaction status enum

Staging added budget_exceeded to the Interaction OpenAPI status enum; the staging merge into this branch picked up the spec change but not the matching test update, so test_status_enum_values failed in CI. Align the test's expected list (exact-match by design) with the live spec.

* fix(tests): mock HTTP fetch in test_img_url_token_counter

The test parameterized a live third-party image URL (blog.purpureus.net) which now 404s, causing get_image_dimensions to fall through to its base64 decode path and crash with 'not enough values to unpack' on every PR run. Mock safe_get with a tiny 1x1 PNG so the URL branch is still exercised without any network dependency.

* fix(tests): swap gpt-4o-audio-preview to gpt-audio-1.5 in test_gpt4o_audio

OpenAI shut down gpt-4o-audio-preview on 2026-05-07, so both live tests in test_gpt4o_audio.py (test_audio_output_from_model and test_audio_input_to_model) hard-fail model_not_found on every PR. Swap the hardcoded model to OpenAI's successor gpt-audio-1.5 (same chat-completions audio surface; already in the litellm cost map). Mirror the narrowed-skip pattern from the prior audio fixes: skip on model_not_found / does-not-exist / openai-internal, re-raise everything else so genuine litellm regressions still fail CI loudly.
 2026-05-19 14:48:30 -07:00
Yuneng Jiang 945b10ded4 fix(tests): drop dall-e-only test classes; route live image tests via gpt-image-1 
Second wave of failures from the 2026-05-12 DALL-E shutdown:
- tests/image_gen_tests/test_image_edits.py::TestOpenAIImageEditDallE2
  and tests/image_gen_tests/test_image_generation.py::TestOpenAIDalle3
  are explicitly named for the deprecated models and can't pass; remove.
  gpt-image-1 coverage already exists in sibling classes.
- tests/local_testing/test_router.py image gen tests use dall-e-3 only
  as a routing example; swap to gpt-image-1.
- tests/local_testing/test_custom_callback_input.py image_generation
  success/failure paths swapped to gpt-image-1.
 2026-05-12 16:16:59 -07:00
Yuneng Jiang c8cfc5de21 fix(httpx): set response.request and strip content-encoding in MaskedHTTPStatusError 
MaskedHTTPStatusError constructs a new httpx.Response from the original
error. Two bugs surfaced under real HTTP error responses:

1. The new Response was created without request=, so response.request
   raised RuntimeError("The .request property has not been set.") for
   any downstream caller (e.g. exception_mapping_utils) that inspected it.

2. The decoded response bytes were passed together with the original
   Content-Encoding header. On construction httpx tried to decompress
   the already-decoded bytes and raised httpx.DecodingError
   ("Error -3 while decompressing data: incorrect header check").

Set response.request to the masked Request and strip Content-Encoding
(and the now-stale Content-Length) before rebuilding the Response.
URL/message masking is unchanged; the new request carries the already
masked URL.

Also update test_logging_key_masking_gemini: the security commit
25f93bed91 moved Gemini API keys from ?key=... URL params to the
x-goog-api-key header, so api_base no longer contains the key.
 2026-04-15 22:03:48 -07:00
yuneng-jiang 06681ddfcc Fix flaky audio streaming cost assertion in test_standard_logging_payload_audio 
Audio streaming responses may not always report token counts, leading to
0.0 response_cost. Relax the assertion to >= 0 for streaming, keep > 0
for non-streaming.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-12 23:23:10 -07:00
Chesars 4e6e1d8de8 merge: resolve conflicts with upstream staging (bedrock + mcp tests) 
Keep both sets of tests: upstream's OAuth2 token injection test and
our case-insensitive tool matching tests. Use upstream's version of
the bedrock output_config test (more comprehensive).
 2026-03-12 13:40:16 -03:00
Chesars feed274aa3 Reapply "feat: add model_cost aliases expansion support" 
This reverts commit 3d2df7e8b5.
 2026-03-12 13:36:57 -03:00
Sameer Kankute 982f3917c5 Fix test_standard_logging_payload 2026-03-12 18:35:01 +05:30
Chesars 1be6b31e2f merge: resolve conflicts between main and litellm_oss_staging_03_11_2026 2026-03-12 09:38:31 -03:00
Cesar Garcia 3d2df7e8b5 Revert "feat: add model_cost aliases expansion support" 2026-03-10 22:39:19 -03:00
Sameer Kankute 30fde1de7f fix(tests): update cache hit redaction assertion to expect choices format 
Made-with: Cursor
 2026-03-10 12:14:24 +05:30
Ishaan Jaff a50a84c16c fix(tests): update redaction assertion + remove flaky qwen3 streaming test (#23062) 
test_standard_logging_payload_audio: the response field in standard_logging_object
is now a ModelResponse choices dict (since d84e5e381a), not {text: redacted-by-litellm}.
Update both audio and non-audio variants to check choices[0].message.content instead.
Audio is still correctly redacted - the new code creates a fresh ModelResponse with no
audio field, so audio bytes never appear in the payload.

test_partner_models_httpx_streaming: remove qwen3-coder-480b (us-south1) from the
parametrize list - same treatment as llama-4-scout which was removed earlier.
The endpoint is unavailable in CI and the test has been consistently failing.
 2026-03-07 16:07:14 -08:00
Ishaan Jaffer 94c2c28f3d claude-sonnet-4-5-20250929 fix 2025-10-31 18:20:52 -07:00
Ishaan Jaffer 5cca4c8b4f test_image_generation_openai 2025-10-25 14:57:40 -07:00
Ishaan Jaffer 0bedf1c0a7 fix tests 2025-10-25 10:19:24 -07:00
Ishaan Jaffer 73c32c01a4 test_chat_azure_stream 2025-09-27 15:01:25 -07:00
Krish Dholakia f9331ac43e Merge branch 'main' into litellm_ci_cd_linting_fixes_09_29_2025_p2 2025-09-27 14:15:27 -07:00
Krrish Dholakia 77670fa419 fix: fix test 2025-09-27 14:14:40 -07:00
Ishaan Jaffer 81282d14b5 test_async_embedding_openai 2025-09-27 13:03:17 -07:00
Ishaan Jaffer 6aa35ec999 test text-embedding-ada-002 2025-09-27 12:41:35 -07:00
Ishaan Jaffer 02cc9133a5 test_async_chat_azure_stream 2025-09-27 12:37:36 -07:00
Ishaan Jaffer 8510c70416 test fixes 2025-09-27 09:11:43 -07:00
Alexsander Hamir eaa04cd8ce fix: use fastuuid helper (#14903) 
* fix: use fastuuid helper across the codebase

First batch of changes, simple drop in replacement.

* second batch of changes

* fixed: script mistake on helper file
 2025-09-25 15:47:01 -07:00
Krrish Dholakia 0854c35d3e test: remove eol bedrock model from tests 2025-09-09 19:48:35 -07:00
Krrish Dholakia 6322aef0e3 fix(streaming_handler.py): fix streaming chunk calculation 2025-08-16 14:25:29 -07:00
Krrish Dholakia eb66daeef7 test: update test 
we now return correct token usage on clientside
 2025-08-16 14:14:35 -07:00
Ishaan Jaff 5a051cb264 test_async_embedding_azure_caching - flaky test 2025-06-14 13:55:29 -07:00
Krrish Dholakia 31a73be03f fix(litellm_logging.py): skip should_run_logging check on streaming 2025-06-13 21:19:24 -07:00
Krish Dholakia d783190e04 Update fireworks ai pricing (#10425) 
* build(model_prices_and_context_window.json): add fireworks ai new 0-4b pricing tier

* build(model_prices_and_context_window.json): add more fireworks ai models

* test: update testing

* test: testing updates

* test: update test

* test: update test
 2025-04-29 20:58:05 -07:00
Krish Dholakia 1ea046cc61 test: update tests to new deployment model (#10142) 
* test: update tests to new deployment model

* test: update model name

* test: skip cohere rbac issue test

* test: update test - replace gpt-4o model
 2025-04-18 14:22:12 -07:00
Ishaan Jaff c3341a1e18 test fixes - azure deprecated dall-e-2 2025-04-02 20:56:20 -07:00
Krrish Dholakia 8618295911 test: loosen test 2025-03-17 09:44:22 -07:00
Krrish Dholakia d01361747d test: make test less flaky 2025-03-17 09:00:15 -07:00
Krish Dholakia 142b195784 Add anthropic thinking + reasoning content support (#8778) 
* feat(anthropic/chat/transformation.py): add anthropic thinking param support

* feat(anthropic/chat/transformation.py): support returning thinking content for anthropic on streaming responses

* feat(anthropic/chat/transformation.py): return list of thinking blocks (include block signature)

allows usage in tool call responses

* fix(types/utils.py): extract and map reasoning_content from anthropic as content str

* test: add testing to ensure thinking_blocks are returned at the root

* fix(anthropic/chat/handler.py): return thinking blocks on streaming - include signature

* feat(factory.py): handle anthropic thinking blocks translation if in assistant response

* test: handle openai internal instability

* test: handle openai audio instability

* ci: pin anthropic dep

* test: handle openai audio instability

* fix: fix linting error

* refactor(anthropic/chat/transformation.py): refactor function to remain <50 LOC

* fix: fix linting error

* fix: fix linting error

* fix: fix linting error

* fix: fix linting error
 2025-02-24 21:54:30 -08:00
Ishaan Jaff 818792228c (Refactor) - migrate bedrock invoke to BaseLLMHTTPHandler class (#8290) 
* initial transform for invoke

* invoke transform_response

* working - able to make request

* working get_complete_url

* working - invoke now runs on llm_http_handler

* fix unused imports

* track litellm overhead ms

* working stream request

* sign_request transform

* sign_request update

* use has_async_custom_stream_wrapper property

* use get_async_custom_stream_wrapper in base llm http handler

* fix make_call in invoke handler

* fix invoke with streaming get_async_custom_stream_wrapper

* working bedrock async streaming with invoke

* fix make call handler for bedrock

* test_all_model_configs

* fix test_bedrock_custom_prompt_template

* sync streaming for bedrock invoke

* fix _add_stream_param_to_request_body

* test_async_text_completion_bedrock

* fix transform_request

* fix get_supported_openai_params

* fix test supports tool choice

* fix test_supports_tool_choice

* add unit test coverage for bedrock invoke transform

* fix location of transformation files

* update import loc

* fix bedrock invoke unit tests

* fix import for max completion tokens
 2025-02-05 18:58:55 -08:00
Ishaan Jaff 2cf0daa31c (Fixes) OpenAI Streaming Token Counting + Fixes usage track when litellm.turn_off_message_logging=True (#8156) 
* working streaming usage tracking

* fix test_async_chat_openai_stream_options

* fix await asyncio.sleep(1)

* test_async_chat_azure

* fix s3 logging

* fix get_stream_options

* fix get_stream_options

* fix streaming handler

* test_stream_token_counting_with_redaction

* fix codeql concern
 2025-01-31 15:06:37 -08:00
Krish Dholakia 69a6da4727 Litellm dev 01 30 2025 p2 (#8134) 
* feat(lowest_tpm_rpm_v2.py): fix redis cache check to use >= instead of >

makes it consistent

* test(test_custom_guardrails.py): add more unit testing on default on guardrails

ensure it runs if user sent guardrail list is empty

* docs(quick_start.md): clarify default on guardrails run even if user guardrails list contains other guardrails

* refactor(litellm_logging.py): refactor no-log to helper util

allows for more consistent behavior

* feat(litellm_logging.py): add event hook to verbose logs

* fix(litellm_logging.py): add unit testing to ensure `litellm.disable_no_log_param` is respected

* docs(logging.md): document how to disable 'no-log' param

* test: fix test to handle feb

* test: cleanup old bedrock model

* fix: fix router check
 2025-01-30 22:18:53 -08:00
Ishaan Jaff 8a235e7d38 (Refactor / QA) - Use LoggingCallbackManager to append callbacks and ensure no duplicate callbacks are added (#8112) 
* LoggingCallbackManager

* add logging_callback_manager

* use logging_callback_manager

* add add_litellm_failure_callback

* use add_litellm_callback

* use add_litellm_async_success_callback

* add_litellm_async_failure_callback

* linting fix

* fix logging callback manager

* test_duplicate_multiple_loggers_test

* use _reset_all_callbacks

* fix testing with dup callbacks

* test_basic_image_generation

* reset callbacks for tests

* fix check for _add_custom_logger_to_list

* fix test_amazing_sync_embedding

* fix _get_custom_logger_key

* fix batches testing

* fix _reset_all_callbacks

* fix _check_callback_list_size

* add callback_manager_test

* fix test gemini-2.0-flash-thinking-exp-01-21
 2025-01-30 19:35:50 -08:00
Krish Dholakia 33f301ec86 Litellm dev 01 02 2025 p1 (#7516) 
* fix(redact_messages.py): fix redact messages for non-model response input to be dictionary

fixes issue with otel logging when message redaction is enabled

* fix(proxy_server.py): fix langfuse key leak in exception string

* test: fix test

* test: fix test

* test: fix tests
 2025-01-03 14:40:57 -08:00
Krish Dholakia 3671829e39 Complete 'requests' library removal (#7350) 
* refactor: initial commit moving watsonx_text to base_llm_http_handler + clarifying new provider directory structure

* refactor(watsonx/completion/handler.py): move to using base llm http handler

removes 'requests' library usage

* fix(watsonx_text/transformation.py): fix result transformation

migrates to transformation.py, for usage with base llm http handler

* fix(streaming_handler.py): migrate watsonx streaming to transformation.py

ensures streaming works with base llm http handler

* fix(streaming_handler.py): fix streaming linting errors and remove watsonx conditional logic

* fix(watsonx/): fix chat route post completion route refactor

* refactor(watsonx/embed): refactor watsonx to use base llm http handler for embedding calls as well

* refactor(base.py): remove requests library usage from litellm

* build(pyproject.toml): remove requests library usage

* fix: fix linting errors

* fix: fix linting errors

* fix(types/utils.py): fix validation errors for modelresponsestream

* fix(replicate/handler.py): fix linting errors

* fix(litellm_logging.py): handle modelresponsestream object

* fix(streaming_handler.py): fix modelresponsestream args

* fix: remove unused imports

* test: fix test

* fix: fix test

* test: fix test

* test: fix tests

* test: fix test

* test: fix patch target

* test: fix test
 2024-12-22 07:21:25 -08:00
Krish Dholakia e9aa492af3 LiteLLM Minor Fixes & Improvement (11/14/2024) (#6730) 
* fix(ollama.py): fix get model info request

Fixes https://github.com/BerriAI/litellm/issues/6703

* feat(anthropic/chat/transformation.py): support passing user id to anthropic via openai 'user' param

* docs(anthropic.md): document all supported openai params for anthropic

* test: fix tests

* fix: fix tests

* feat(jina_ai/): add rerank support

Closes https://github.com/BerriAI/litellm/issues/6691

* test: handle service unavailable error

* fix(handler.py): refactor together ai rerank call

* test: update test to handle overloaded error

* test: fix test

* Litellm router trace (#6742)

* feat(router.py): add trace_id to parent functions - allows tracking retry/fallbacks

* feat(router.py): log trace id across retry/fallback logic

allows grouping llm logs for the same request

* test: fix tests

* fix: fix test

* fix(transformation.py): only set non-none stop_sequences

* Litellm router disable fallbacks (#6743)

* bump: version 1.52.6 → 1.52.7

* feat(router.py): enable dynamically disabling fallbacks

Allows for enabling/disabling fallbacks per key

* feat(litellm_pre_call_utils.py): support setting 'disable_fallbacks' on litellm key

* test: fix test

* fix(exception_mapping_utils.py): map 'model is overloaded' to internal server error

* test: handle gemini error

* test: fix test

* fix: new run
 2024-11-15 01:02:54 +05:30
Krish Dholakia 136693cac4 LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 
* fix(pattern_matching_router.py): update model name using correct function

* fix(langfuse.py): metadata deepcopy can cause unhandled error (#6563)

Co-authored-by: seva <seva@inita.com>

* fix(stream_chunk_builder_utils.py): correctly set prompt tokens + log correct streaming usage

Closes https://github.com/BerriAI/litellm/issues/6488

* build(deps): bump cookie and express in /docs/my-website (#6566)

Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together.

Updates `cookie` from 0.6.0 to 0.7.1
- [Release notes](https://github.com/jshttp/cookie/releases)
- [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1)

Updates `express` from 4.20.0 to 4.21.1
- [Release notes](https://github.com/expressjs/express/releases)
- [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md)
- [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1)

---
updated-dependencies:
- dependency-name: cookie
  dependency-type: indirect
- dependency-name: express
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* docs(virtual_keys.md): update Dockerfile reference (#6554)

Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

* (proxy fix) - call connect on prisma client when running setup (#6534)

* critical fix - call connect on prisma client when running setup

* fix test_proxy_server_prisma_setup

* fix test_proxy_server_prisma_setup

* Add 3.5 haiku (#6588)

* feat: add claude-3-5-haiku-20241022 entries

* feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models

* add missing entries, remove vision

* remove image token costs

* Litellm perf improvements 3 (#6573)

* perf: move writing key to cache, to background task

* perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils

adds 200ms on calls with pgdb connected

* fix(litellm_pre_call_utils.py'): rename call_type to actual call used

* perf(proxy_server.py): remove db logic from _get_config_from_file

was causing db calls to occur on every llm request, if team_id was set on key

* fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db

reduces latency/call by ~100ms

* fix(proxy_server.py): minor fix on existing_settings not incl alerting

* fix(exception_mapping_utils.py): map databricks exception string

* fix(auth_checks.py): fix auth check logic

* test: correctly mark flaky test

* fix(utils.py): handle auth token error for tokenizers.from_pretrained

* build: fix map

* build: fix map

* build: fix json for model map

* fix ImageObject conversion (#6584)

* (fix) litellm.text_completion raises a non-blocking error on simple usage (#6546)

* unit test test_huggingface_text_completion_logprobs

* fix return TextCompletionHandler convert_chat_to_text_completion

* fix hf rest api

* fix test_huggingface_text_completion_logprobs

* fix linting errors

* fix importLiteLLMResponseObjectHandler

* fix test for LiteLLMResponseObjectHandler

* fix test text completion

* fix allow using 15 seconds for premium license check

* testing fix bedrock deprecated cohere.command-text-v14

* (feat) add `Predicted Outputs` for OpenAI  (#6594)

* bump openai to openai==1.54.0

* add 'prediction' param

* testing fix bedrock deprecated cohere.command-text-v14

* test test_openai_prediction_param.py

* test_openai_prediction_param_with_caching

* doc Predicted Outputs

* doc Predicted Output

* (fix) Vertex Improve Performance when using `image_url`  (#6593)

* fix transformation vertex

* test test_process_gemini_image

* test_image_completion_request

* testing fix - bedrock has deprecated cohere.command-text-v14

* fix vertex pdf

* bump: version 1.51.5 → 1.52.0

* fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check (#6577)

* fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check

* fix(lowest_tpm_rpm_v2.py): return headers in correct format

* test: update test

* build(deps): bump cookie and express in /docs/my-website (#6566)

Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together.

Updates `cookie` from 0.6.0 to 0.7.1
- [Release notes](https://github.com/jshttp/cookie/releases)
- [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1)

Updates `express` from 4.20.0 to 4.21.1
- [Release notes](https://github.com/expressjs/express/releases)
- [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md)
- [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1)

---
updated-dependencies:
- dependency-name: cookie
  dependency-type: indirect
- dependency-name: express
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* docs(virtual_keys.md): update Dockerfile reference (#6554)

Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

* (proxy fix) - call connect on prisma client when running setup (#6534)

* critical fix - call connect on prisma client when running setup

* fix test_proxy_server_prisma_setup

* fix test_proxy_server_prisma_setup

* Add 3.5 haiku (#6588)

* feat: add claude-3-5-haiku-20241022 entries

* feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models

* add missing entries, remove vision

* remove image token costs

* Litellm perf improvements 3 (#6573)

* perf: move writing key to cache, to background task

* perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils

adds 200ms on calls with pgdb connected

* fix(litellm_pre_call_utils.py'): rename call_type to actual call used

* perf(proxy_server.py): remove db logic from _get_config_from_file

was causing db calls to occur on every llm request, if team_id was set on key

* fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db

reduces latency/call by ~100ms

* fix(proxy_server.py): minor fix on existing_settings not incl alerting

* fix(exception_mapping_utils.py): map databricks exception string

* fix(auth_checks.py): fix auth check logic

* test: correctly mark flaky test

* fix(utils.py): handle auth token error for tokenizers.from_pretrained

* build: fix map

* build: fix map

* build: fix json for model map

* test: remove eol model

* fix(proxy_server.py): fix db config loading logic

* fix(proxy_server.py): fix order of config / db updates, to ensure fields not overwritten

* test: skip test if required env var is missing

* test: fix test

---------

Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com>

* test: mark flaky test

* test: handle anthropic api instability

* test(test_proxy_utils.py): add testing for db config update logic

* Update setuptools in docker and fastapi to latest verison, in order to upgrade starlette version (#6597)

* build(deps): bump cookie and express in /docs/my-website (#6566)

Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together.

Updates `cookie` from 0.6.0 to 0.7.1
- [Release notes](https://github.com/jshttp/cookie/releases)
- [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1)

Updates `express` from 4.20.0 to 4.21.1
- [Release notes](https://github.com/expressjs/express/releases)
- [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md)
- [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1)

---
updated-dependencies:
- dependency-name: cookie
  dependency-type: indirect
- dependency-name: express
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* docs(virtual_keys.md): update Dockerfile reference (#6554)

Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

* (proxy fix) - call connect on prisma client when running setup (#6534)

* critical fix - call connect on prisma client when running setup

* fix test_proxy_server_prisma_setup

* fix test_proxy_server_prisma_setup

* Add 3.5 haiku (#6588)

* feat: add claude-3-5-haiku-20241022 entries

* feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models

* add missing entries, remove vision

* remove image token costs

* Litellm perf improvements 3 (#6573)

* perf: move writing key to cache, to background task

* perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils

adds 200ms on calls with pgdb connected

* fix(litellm_pre_call_utils.py'): rename call_type to actual call used

* perf(proxy_server.py): remove db logic from _get_config_from_file

was causing db calls to occur on every llm request, if team_id was set on key

* fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db

reduces latency/call by ~100ms

* fix(proxy_server.py): minor fix on existing_settings not incl alerting

* fix(exception_mapping_utils.py): map databricks exception string

* fix(auth_checks.py): fix auth check logic

* test: correctly mark flaky test

* fix(utils.py): handle auth token error for tokenizers.from_pretrained

* build: fix map

* build: fix map

* build: fix json for model map

* fix ImageObject conversion (#6584)

* (fix) litellm.text_completion raises a non-blocking error on simple usage (#6546)

* unit test test_huggingface_text_completion_logprobs

* fix return TextCompletionHandler convert_chat_to_text_completion

* fix hf rest api

* fix test_huggingface_text_completion_logprobs

* fix linting errors

* fix importLiteLLMResponseObjectHandler

* fix test for LiteLLMResponseObjectHandler

* fix test text completion

* fix allow using 15 seconds for premium license check

* testing fix bedrock deprecated cohere.command-text-v14

* (feat) add `Predicted Outputs` for OpenAI  (#6594)

* bump openai to openai==1.54.0

* add 'prediction' param

* testing fix bedrock deprecated cohere.command-text-v14

* test test_openai_prediction_param.py

* test_openai_prediction_param_with_caching

* doc Predicted Outputs

* doc Predicted Output

* (fix) Vertex Improve Performance when using `image_url`  (#6593)

* fix transformation vertex

* test test_process_gemini_image

* test_image_completion_request

* testing fix - bedrock has deprecated cohere.command-text-v14

* fix vertex pdf

* bump: version 1.51.5 → 1.52.0

* Update setuptools in docker and fastapi to latest verison, in order to upgrade starlette version

---------

Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: Jacob Hagstedt <wcgs@novonordisk.com>

* fix(langfuse.py): fix linting errors

* fix: fix linting errors

* fix: fix casting error

* fix: fix typing error

* fix: add more tests

* fix(utils.py): fix return_processed_chunk_logic

* Revert "Update setuptools in docker and fastapi to latest verison, in order t…" (#6615)

This reverts commit 1a7f7bdfb75df0efbc930b7f2e39febc80e97d5a.

* docs fix clarify team_id on team based logging

* doc fix team based logging with langfuse

* fix flake8 checks

* test: bump sleep time

* refactor: replace claude-instant-1.2 with haiku in testing

* fix(proxy_server.py): move to using sl payload in track_cost_callback

* fix(proxy_server.py): fix linting errors

* fix(proxy_server.py): fallback to kwargs(response_cost) if given

* test: remove claude-instant-1 from tests

* test: fix claude test

* docs fix clarify team_id on team based logging

* doc fix team based logging with langfuse

* build: remove lint.yml

---------

Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: Vsevolod Karvetskiy <56288164+karvetskiy@users.noreply.github.com>
Co-authored-by: seva <seva@inita.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com>
Co-authored-by: Jacob Hagstedt P Suorra <Jacobh2@users.noreply.github.com>
Co-authored-by: Jacob Hagstedt <wcgs@novonordisk.com>
 2024-11-07 04:17:05 +05:30
Krish Dholakia c58d542282 Litellm openai audio streaming (#6325) 
* refactor(main.py): streaming_chunk_builder

use <100 lines of code

refactor each component into a separate function - easier to maintain + test

* fix(utils.py): handle choices being None

openai pydantic schema updated

* fix(main.py): fix linting error

* feat(streaming_chunk_builder_utils.py): update stream chunk builder to support rebuilding audio chunks from openai

* test(test_custom_callback_input.py): test message redaction works for audio output

* fix(streaming_chunk_builder_utils.py): return anthropic token usage info directly

* fix(stream_chunk_builder_utils.py): run validation check before entering chunk processor

* fix(main.py): fix import
 2024-10-19 16:16:51 -07:00
Ishaan Jaff a69c670baa (refactor) use helper function _assemble_complete_response_from_streaming_chunks to assemble complete responses in caching and logging callbacks (#6220) 
* (refactor) use _assemble_complete_response_from_streaming_chunks

* add unit test for test_assemble_complete_response_from_streaming_chunks_1

* fix assemble complete_streaming_response

* config add logging_testing

* add logging_coverage in codecov

* test test_assemble_complete_response_from_streaming_chunks_3

* add unit tests for _assemble_complete_response_from_streaming_chunks

* fix remove unused / junk function

* add test for streaming_chunks when error assembling
 2024-10-15 12:45:12 +05:30
Krish Dholakia 2acb0c0675 Litellm Minor Fixes & Improvements (10/12/2024) (#6179) 
* build(model_prices_and_context_window.json): add bedrock llama3.2 pricing

* build(model_prices_and_context_window.json): add bedrock cross region inference pricing

* Revert "(perf) move s3 logging to Batch logging + async [94% faster perf under 100 RPS on 1 litellm instance] (#6165)"

This reverts commit 2a5624af47.

* add azure/gpt-4o-2024-05-13 (#6174)

* LiteLLM Minor Fixes & Improvements (10/10/2024)  (#6158)

* refactor(vertex_ai_partner_models/anthropic): refactor anthropic to use partner model logic

* fix(vertex_ai/): support passing custom api base to partner models

Fixes https://github.com/BerriAI/litellm/issues/4317

* fix(proxy_server.py): Fix prometheus premium user check logic

* docs(prometheus.md): update quick start docs

* fix(custom_llm.py): support passing dynamic api key + api base

* fix(realtime_api/main.py): Add request/response logging for realtime api endpoints

Closes https://github.com/BerriAI/litellm/issues/6081

* feat(openai/realtime): add openai realtime api logging

Closes https://github.com/BerriAI/litellm/issues/6081

* fix(realtime_streaming.py): fix linting errors

* fix(realtime_streaming.py): fix linting errors

* fix: fix linting errors

* fix pattern match router

* Add literalai in the sidebar observability category (#6163)

* fix: add literalai in the sidebar

* fix: typo

* update (#6160)

* Feat: Add Langtrace integration (#5341)

* Feat: Add Langtrace integration

* add langtrace service name

* fix timestamps for traces

* add tests

* Discard Callback + use existing otel logger

* cleanup

* remove print statments

* remove callback

* add docs

* docs

* add logging docs

* format logging

* remove emoji and add litellm proxy example

* format logging

* format `logging.md`

* add langtrace docs to logging.md

* sync conflict

* docs fix

* (perf) move s3 logging to Batch logging + async [94% faster perf under 100 RPS on 1 litellm instance] (#6165)

* fix move s3 to use customLogger

* add basic s3 logging test

* add s3 to custom logger compatible

* use batch logger for s3

* s3 set flush interval and batch size

* fix s3 logging

* add notes on s3 logging

* fix s3 logging

* add basic s3 logging test

* fix s3 type errors

* add test for sync logging on s3

* fix: fix to debug log

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Willy Douhard <willy.douhard@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
Co-authored-by: Ali Waleed <ali@scale3labs.com>

* docs(custom_llm_server.md): update doc on passing custom params

* fix(pass_through_endpoints.py): don't require headers

Fixes https://github.com/BerriAI/litellm/issues/6128

* feat(utils.py): add support for caching rerank endpoints

Closes https://github.com/BerriAI/litellm/issues/6144

* feat(litellm_logging.py'): add response headers for failed requests

Closes https://github.com/BerriAI/litellm/issues/6159

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Willy Douhard <willy.douhard@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
Co-authored-by: Ali Waleed <ali@scale3labs.com>
 2024-10-12 11:48:34 -07:00
Krish Dholakia 6005450c8f LiteLLM Minor Fixes & Improvements (10/09/2024) (#6139) 
* fix(utils.py): don't return 'none' response headers

Fixes https://github.com/BerriAI/litellm/issues/6123

* fix(vertex_and_google_ai_studio_gemini.py): support parsing out additional properties and strict value for tool calls

Fixes https://github.com/BerriAI/litellm/issues/6136

* fix(cost_calculator.py): set default character value to none

Fixes https://github.com/BerriAI/litellm/issues/6133#issuecomment-2403290196

* fix(google.py): fix cost per token / cost per char conversion

Fixes https://github.com/BerriAI/litellm/issues/6133#issuecomment-2403370287

* build(model_prices_and_context_window.json): update gemini pricing

Fixes https://github.com/BerriAI/litellm/issues/6133

* build(model_prices_and_context_window.json): update gemini pricing

* fix(litellm_logging.py): fix streaming caching logging when 'turn_off_message_logging' enabled

Stores unredacted response in cache

* build(model_prices_and_context_window.json): update gemini-1.5-flash pricing

* fix(cost_calculator.py): fix default prompt_character count logic

Fixes error in gemini cost calculation

* fix(cost_calculator.py): fix cost calc for tts models
 2024-10-10 00:42:11 -07:00
Krish Dholakia 9695c1af10 LiteLLM Minor Fixes & Improvements (10/08/2024) (#6119) 
* refactor(cost_calculator.py): move error line to debug - https://github.com/BerriAI/litellm/issues/5683#issuecomment-2398599498

* fix(migrate-hidden-params-to-read-from-standard-logging-payload): Fixes https://github.com/BerriAI/litellm/issues/5546#issuecomment-2399994026

* fix(types/utils.py): mark weight as a litellm param

Fixes https://github.com/BerriAI/litellm/issues/5781

* feat(internal_user_endpoints.py): fix /user/info + show user max budget as default max budget

Fixes https://github.com/BerriAI/litellm/issues/6117

* feat: support returning team member budget in `/user/info`

Sets user max budget in team as max budget on ui

  Closes https://github.com/BerriAI/litellm/issues/6117

* bug fix for optional parameter passing to replicate (#6067)

Signed-off-by: Mandana Vaziri <mvaziri@us.ibm.com>

* fix(o1_transformation.py): handle o1 temperature=0

o1 doesn't support temp=0, allow admin to drop this param

* test: fix test

---------

Signed-off-by: Mandana Vaziri <mvaziri@us.ibm.com>
Co-authored-by: Mandana Vaziri <mvaziri@us.ibm.com>
 2024-10-08 21:57:03 -07:00
Krish Dholakia 2e5c46ef6d LiteLLM Minor Fixes & Improvements (10/04/2024) (#6064) 
* fix(litellm_logging.py): ensure cache hits are scrubbed if 'turn_off_message_logging' is enabled

* fix(sagemaker.py): fix streaming to raise error immediately

Fixes https://github.com/BerriAI/litellm/issues/6054

* (fixes)  gcs bucket key based logging  (#6044)

* fixes for gcs bucket logging

* fix StandardCallbackDynamicParams

* fix - gcs logging when payload is not serializable

* add test_add_callback_via_key_litellm_pre_call_utils_gcs_bucket

* working success callbacks

* linting fixes

* fix linting error

* add type hints to functions

* fixes for dynamic success and failure logging

* fix for test_async_chat_openai_stream

* fix handle case when key based logging vars are set as os.environ/ vars

* fix prometheus track cooldown events on custom logger (#6060)

* (docs) add 1k rps load test doc  (#6059)

* docs 1k rps load test

* docs load testing

* docs load testing litellm

* docs load testing

* clean up load test doc

* docs prom metrics for load testing

* docs using prometheus on load testing

* doc load testing with prometheus

* (fixes) docs + qa - gcs key based logging  (#6061)

* fixes for required values for gcs bucket

* docs gcs bucket logging

* bump: version 1.48.12 → 1.48.13

* ci/cd run again

* bump: version 1.48.13 → 1.48.14

* update load test doc

* (docs) router settings - on litellm config  (#6037)

* add yaml with all router settings

* add docs for router settings

* docs router settings litellm settings

* (feat)  OpenAI prompt caching models to model cost map (#6063)

* add prompt caching for latest models

* add cache_read_input_token_cost for prompt caching models

* fix(litellm_logging.py): check if param is iterable

Fixes https://github.com/BerriAI/litellm/issues/6025#issuecomment-2393929946

* fix(factory.py): support passing an 'assistant_continue_message' to prevent bedrock error

Fixes https://github.com/BerriAI/litellm/issues/6053

* fix(databricks/chat): handle streaming responses

* fix(factory.py): fix linting error

* fix(utils.py): unify anthropic + deepseek prompt caching information to openai format

Fixes https://github.com/BerriAI/litellm/issues/6069

* test: fix test

* fix(types/utils.py): support all openai roles

Fixes https://github.com/BerriAI/litellm/issues/6052

* test: fix test

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
 2024-10-04 21:28:53 -04:00
Krish Dholakia d57be47b0f Litellm ruff linting enforcement (#5992) 
* ci(config.yml): add a 'check_code_quality' step

Addresses https://github.com/BerriAI/litellm/issues/5991

* ci(config.yml): check why circle ci doesn't pick up this test

* ci(config.yml): fix to run 'check_code_quality' tests

* fix(__init__.py): fix unprotected import

* fix(__init__.py): don't remove unused imports

* build(ruff.toml): update ruff.toml to ignore unused imports

* fix: fix: ruff + pyright - fix linting + type-checking errors

* fix: fix linting errors

* fix(lago.py): fix module init error

* fix: fix linting errors

* ci(config.yml): cd into correct dir for checks

* fix(proxy_server.py): fix linting error

* fix(utils.py): fix bare except

causes ruff linting errors

* fix: ruff - fix remaining linting errors

* fix(clickhouse.py): use standard logging object

* fix(__init__.py): fix unprotected import

* fix: ruff - fix linting errors

* fix: fix linting errors

* ci(config.yml): cleanup code qa step (formatting handled in local_testing)

* fix(_health_endpoints.py): fix ruff linting errors

* ci(config.yml): just use ruff in check_code_quality pipeline for now

* build(custom_guardrail.py): include missing file

* style(embedding_handler.py): fix ruff check
 2024-10-01 19:44:20 -04:00
Krrish Dholakia 3560f0ef2c refactor: move all testing to top-level of repo 
Closes https://github.com/BerriAI/litellm/issues/486
 2024-09-28 21:08:14 -07:00