Commit graph

855 commits

Author SHA1 Message Date
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
Ishaan Jaff
b812286534
(fix) - proxy reliability, ensure duplicate callbacks are not added to proxy (#8067)
* refactor _add_callbacks_from_db_config

* fix check for _custom_logger_exists_in_litellm_callbacks

* move loc of test utils

* run ci/cd again

* test_add_custom_logger_callback_to_specific_event_with_duplicates_callbacks

* fix _custom_logger_class_exists_in_success_callbacks

* unit testing for test_add_callbacks_from_db_config

* test_custom_logger_exists_in_callbacks_individual_functions

* fix config.yml

* fix test test_stream_chunk_builder_openai_audio_output_usage - use direct dict comparison
2025-01-28 21:01:56 -08:00
Krish Dholakia
9c20c69915
Fix bedrock model pricing + add unit test using bedrock pricing api (#7978)
* test(test_completion_cost.py): add unit testing to ensure all bedrock models with region name have cost tracked

* feat: initial script to get bedrock pricing from amazon api

ensures bedrock pricing is accurate

* build(model_prices_and_context_window.json): correct bedrock model prices based on api check

ensures accurate bedrock pricing

* ci(config.yml): add bedrock pricing check to ci/cd

ensures litellm always maintains up-to-date pricing for bedrock models

* ci(config.yml): add beautiful soup to ci/cd

* test: bump groq model

* test: fix test
2025-01-28 17:57:49 -08:00
Ishaan Jaff
dd385410df
(Code quality) - Ban recursive functions in codebase (#7910)
* code qa add RecursiveFunctionFinder

* test_recursive_detector

* RecursiveFunctionFinder

* fix check

* recursive_detector
2025-01-21 20:33:32 -08:00
Ishaan Jaff
b6f2e659b9
(Feat) Add x-litellm-overhead-duration-ms and "x-litellm-response-duration-ms" in response from LiteLLM (#7899)
* add track_llm_api_timing

* add track_llm_api_timing

* test_litellm_overhead

* use ResponseMetadata class for setting hidden params and response overhead

* instrument http handler

* fix track_llm_api_timing

* track_llm_api_timing

* emit response overhead on hidden params

* fix resp metadata

* fix make_sync_openai_embedding_request

* test_aaaaatext_completion_endpoint fixes

* _get_value_from_hidden_params

* set_hidden_params

* test_litellm_overhead

* test_litellm_overhead

* test_litellm_overhead

* fix import

* test_litellm_overhead_stream

* add LiteLLMLoggingObject

* use diff folder for testing

* use diff folder for overhead testing

* test litellm overhead

* use typing

* clear typing

* test_litellm_overhead

* fix async_streaming

* update_response_metadata

* move test file

* pply metadata to the response objec
2025-01-21 20:27:55 -08:00
Ishaan Jaff
ad4d081a9a
litellm sec scans (#7864) 2025-01-18 17:35:00 -08:00
Ishaan Jaff
9b944ca60c
(Fix + Testing) - Add dd-trace-run to litellm ci/cd pipeline + fix bug caused by dd-trace patching OpenAI sdk (#7820)
* add dd trace to e2e docker run tests

* update dd trace v

* fix entrypoint

* dd trace fixes

* proxy_build_from_pip_tests

* build python3.13

* use py 3.13

* fix build from pip

* dd trace fix

* proxy_build_from_pip_tests

* bump build from pip
2025-01-16 22:03:09 -08:00
Krish Dholakia
d4ed985173
Add back in non root image fixes (#7781) (#7795)
* Add back in non root image fixes (#7781)

* Add back in non root image fixes

* Fix dockerfile

* Fix perms

* Add in container structure tests for the nonroot image (#7796)

* feat(helm): add securityContext and pull policy values to migration job (#7652)

* fix(helm): corrected indentation in migration-job.yaml

* feat(helm): add securityContext and pull policy values to migration job

* fix confusing save button label (#7778)

* [integrations/lunary] Improve Lunary documentaiton (#7770)

* update lunary doc

* better title

* tweaks

* Update langchain.md

* Update lunary_integration.md

* Fix wrong URL for internal user invitation (#7762)

* format

* done

* Update instructor tutorial (#7784)

* Add in container structure tests for the nonroot image

---------

Co-authored-by: Zackeus Bengtsson <32719220+Hexoplon@users.noreply.github.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
Co-authored-by: Hugues Chocart <chocart.hugues@icloud.com>
Co-authored-by: Nikolaiev Dmytro <dima.nikol.99@gmail.com>

---------

Co-authored-by: Rajat Vig <rajatvig@users.noreply.github.com>
Co-authored-by: Zackeus Bengtsson <32719220+Hexoplon@users.noreply.github.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
Co-authored-by: Hugues Chocart <chocart.hugues@icloud.com>
Co-authored-by: Nikolaiev Dmytro <dima.nikol.99@gmail.com>
2025-01-15 21:49:03 -08:00
Ishaan Jaff
4081aeb15e
(helm) - allow specifying envVars on values.yaml + add helm lint test (#7789)
* litellm use envVars values.yaml

* fix values.yaml

* add helm lint to ci/cd pipeline

* working values.yaml

* add helm tests to ci/cd

* fix helm chart testing

* update helm tests

* fix helm test

* fix use test values in ci

* fix busy box testing on helm

* fix test-values.yaml

* update helm tests

* fix test connection
2025-01-15 21:11:17 -08:00
Krish Dholakia
c4780479a9
Litellm dev 01 10 2025 p2 (#7679)
* test(test_basic_python_version.py): assert all optional dependencies are marked as extras on poetry

Fixes https://github.com/BerriAI/litellm/issues/7677

* docs(secret.md): clarify 'read_and_write' secret manager usage on aws

* docs(secret.md): fix doc

* build(ui/teams.tsx): add edit/delete button for updating user / team membership on ui

allows updating user role to admin on ui

* build(ui/teams.tsx): display edit member component on ui, when edit button on member clicked

* feat(team_endpoints.py): support updating team member role to admin via api endpoints

allows team member to become admin post-add

* build(ui/user_dashboard.tsx): if team admin - show all team keys

Fixes https://github.com/BerriAI/litellm/issues/7650

* test(config.yml): add tomli to ci/cd

* test: don't call python_basic_testing in local testing (covered by python 3.13 testing)
2025-01-10 21:50:53 -08:00
Ishaan Jaff
2507c275f6
(proxy perf improvement) - use uvloop for higher RPS (10%-20% higher RPS) (#7662)
* uvicorn use uvloop

* fix uvloop==0.21.0

* add uvloop to pyproject

* test_completion_response_ratelimit_headers
2025-01-09 18:11:20 -08:00
Ishaan Jaff
fd0a03f719
(feat) - allow building litellm proxy from pip package (#7633)
* fix working build from pip

* add tests for proxy_build_from_pip_tests

* doc clean up for deployment

* docs cleanup

* docs build from pip

* fix cd docker/build_from_pip
2025-01-08 16:36:57 -08:00
Ishaan Jaff
953f8c1ca8 ci/cd run again 2025-01-01 21:45:48 -08:00
Ishaan Jaff
ec33fab922 update litellm_proxy_unit_testing 2025-01-01 20:19:27 -08:00
Ishaan Jaff
cf60444916
(Feat) Add support for reading secrets from Hashicorp vault (#7497)
* HashicorpSecretManager

* test_hashicorp_secret_managerv

* use 1 helper initialize_secret_manager

* add HASHICORP_VAULT

* working config

* hcorp read_secret

* HashicorpSecretManager

* add secret_manager_testing

* use 1 folder for secret manager testing

* test_hashicorp_secret_manager_get_secret

* HashicorpSecretManager

* docs HCP secrets

* update folder name

* docs hcorp secret manager

* remove unused imports

* add conftest.py

* fix tests

* docs document env vars
2025-01-01 18:35:05 -08:00
Ishaan Jaff
1e06ee3162
(Refactor) - Re use litellm.completion/litellm.embedding etc for health checks (#7455)
* add mode: realtime

* add _realtime_health_check

* test_realtime_health_check

* azure _realtime_health_check

* _realtime_health_check

* Realtime Models

* fix code quality

* delete OAI / Azure custom health check code

* simplest version of ahealth check

* update tests

* working health check post refactor

* working aspeech health check

* fix realtime health checks

* test_audio_transcription_health_check

* use get_audio_file_for_health_check

* test_text_completion_health_check

* ahealth_check

* simplify health check code

* update ahealth_check

* fix import

* fix unused imports

* fix ahealth_check

* fix local testing

* test_async_realtime_health_check
2024-12-28 18:38:54 -08:00
Ishaan Jaff
a0f5826827 e2e_ui_testing 2024-12-27 10:49:01 -08:00
Ishaan Jaff
47e12802df
(feat) /batches Add support for using /batches endpoints in OAI format (#7402)
* run azure testing on ci/cd

* update docs on azure batches endpoints

* add input azure.jsonl

* refactor - use separate file for batches endpoints

* fixes for passing custom llm provider to /batch endpoints

* pass custom llm provider to files endpoints

* update azure batches doc

* add info for azure batches api

* update batches endpoints

* use simple helper for raising proxy exception

* update config.yml

* fix imports

* update tests

* use existing settings

* update env var used

* update configs

* update config.yml

* update ft testing
2024-12-24 16:58:05 -08:00
Ishaan Jaff
05b0d2026f
(feat) Add cost tracking for /batches requests OpenAI (#7384)
* add basic logging for create`batch`

* add create_batch as a call type

* add basic dd logging for batches

* basic batch creation logging on DD

* batch endpoints add cost calc

* fix batches_async_logging

* separate folder for batches testing

* new job for batches tests

* test batches logging

* fix validation logic

* add vertex_batch_completions.jsonl

* test test_async_create_batch

* test_async_create_batch

* update tests

* test_completion_with_no_model

* remove dead code

* update load_vertex_ai_credentials

* test_avertex_batch_prediction

* update get async httpx client

* fix get_async_httpx_client

* update test_avertex_batch_prediction

* fix batches testing config.yaml

* add google deps

* fix vertex files handler
2024-12-23 17:47:26 -08:00
Ishaan Jaff
b90b98b88f
(fix) LiteLLM Proxy fix GET /files/{file_id:path}/content" endpoint (#7342)
* fix order of get_file_content

* update e2 files tests

* add e2 batches endpoint testing

* update config.yml

* write content to file

* use correct oai_misc_config

* fixes for openai batches endpoint testing

* remove extra out file

* fix input.jsonl
2024-12-20 21:27:45 -08:00
Ishaan Jaff
a790d43116
[Bug Fix]: ImportError: cannot import name 'T' from 're' (#7314)
* fix unused imports

* add test for python 3.12

* re introduce error - as a test

* update config for ci/cd

* fix python 13 install

* bump pyyaml

* bump numpy

* fix embedding requests

* bump pillow dep

* bump version

* bump pydantic

* bump tiktoken

* fix import

* fix python 3.13 import

* fix unused imports in tests/*
2024-12-19 13:09:30 -08:00
Krish Dholakia
516c2a6a70
Litellm remove circular imports (#7232)
* fix(utils.py): initial commit to remove circular imports - moves llmproviders to utils.py

* fix(router.py): fix 'litellm.EmbeddingResponse' import from router.py

'

* refactor: fix litellm.ModelResponse import on pass through endpoints

* refactor(litellm_logging.py): fix circular import for custom callbacks literal

* fix(factory.py): fix circular imports inside prompt factory

* fix(cost_calculator.py): fix circular import for 'litellm.Usage'

* fix(proxy_server.py): fix potential circular import with `litellm.Router'

* fix(proxy/utils.py): fix potential circular import in `litellm.Router`

* fix: remove circular imports in 'auth_checks' and 'guardrails/'

* fix(prompt_injection_detection.py): fix router impor t

* fix(vertex_passthrough_logging_handler.py): fix potential circular imports in vertex pass through

* fix(anthropic_pass_through_logging_handler.py): fix potential circular imports

* fix(slack_alerting.py-+-ollama_chat.py): fix modelresponse import

* fix(base.py): fix potential circular import

* fix(handler.py): fix potential circular ref in codestral + cohere handler's

* fix(azure.py): fix potential circular imports

* fix(gpt_transformation.py): fix modelresponse import

* fix(litellm_logging.py): add logging base class - simplify typing

makes it easy for other files to type check the logging obj without introducing circular imports

* fix(azure_ai/embed): fix potential circular import on handler.py

* fix(databricks/): fix potential circular imports in databricks/

* fix(vertex_ai/): fix potential circular imports on vertex ai embeddings

* fix(vertex_ai/image_gen): fix import

* fix(watsonx-+-bedrock): cleanup imports

* refactor(anthropic-pass-through-+-petals): cleanup imports

* refactor(huggingface/): cleanup imports

* fix(ollama-+-clarifai): cleanup circular imports

* fix(openai_like/): fix impor t

* fix(openai_like/): fix embedding handler

cleanup imports

* refactor(openai.py): cleanup imports

* fix(sagemaker/transformation.py): fix import

* ci(config.yml): add circular import test to ci/cd
2024-12-14 16:28:34 -08:00
Ishaan Jaff
5d1274cb6e
add enforce_llms_folder_style (#7175) 2024-12-11 01:01:49 -08:00
Krrish Dholakia
07dbe64389 fix(main.py): trigger new build 2024-12-04 09:00:30 -08:00
Krish Dholakia
05aa740a7d
Litellm test ci cd (#6997)
* ci(config.yml): run parallel tests

* fix(conftest.py): add pytest retry summary

* ci(config.yml;): add pip install "pytest-xdist==3.6.1"

* ci: revert conftest
2024-12-02 23:01:09 -08:00
Krish Dholakia
13e8e94c3f Updated config.yml 2024-12-01 16:44:03 -08:00
Krish Dholakia
859b47f08b
LiteLLM Minor Fixes & Improvements (11/29/2024) (#6965)
* fix(factory.py): ensure tool call converts image url

Fixes https://github.com/BerriAI/litellm/issues/6953

* fix(transformation.py): support mp4 + pdf url's for vertex ai

Fixes https://github.com/BerriAI/litellm/issues/6936

* fix(http_handler.py): mask gemini api key in error logs

Fixes https://github.com/BerriAI/litellm/issues/6963

* docs(prometheus.md): update prometheus FAQs

* feat(auth_checks.py): ensure specific model access > wildcard model access

if wildcard model is in access group, but specific model is not - deny access

* fix(auth_checks.py): handle auth checks for team based model access groups

handles scenario where model access group used for wildcard models

* fix(internal_user_endpoints.py): support adding guardrails on `/user/update`

Fixes https://github.com/BerriAI/litellm/issues/6942

* fix(key_management_endpoints.py): fix prepare_metadata_fields helper

* fix: fix tests

* build(requirements.txt): bump openai dep version

fixes proxies argument

* test: fix tests

* fix(http_handler.py): fix error message masking

* fix(bedrock_guardrails.py): pass in prepped data

* test: fix test

* test: fix nvidia nim test

* fix(http_handler.py): return original response headers

* fix: revert maskedhttpstatuserror

* test: update tests

* test: cleanup test

* fix(key_management_endpoints.py): fix metadata field update logic

* fix(key_management_endpoints.py): maintain initial order of guardrails in key update

* fix(key_management_endpoints.py): handle prepare metadata

* fix: fix linting errors

* fix: fix linting errors

* fix: fix linting errors

* fix: fix key management errors

* fix(key_management_endpoints.py): update metadata

* test: update test

* refactor: add more debug statements

* test: skip flaky test

* test: fix test

* fix: fix test

* fix: fix update metadata logic

* fix: fix test

* ci(config.yml): change db url for e2e ui testing
2024-12-01 05:24:11 -08:00
Krish Dholakia
2d2931a215
LiteLLM Minor Fixes & Improvements (11/26/2024) (#6913)
* docs(config_settings.md): document all router_settings

* ci(config.yml): add router_settings doc test to ci/cd

* test: debug test on ci/cd

* test: debug ci/cd test

* test: fix test

* fix(team_endpoints.py): skip invalid team object. don't fail `/team/list` call

Causes downstream errors if ui just fails to load team list

* test(base_llm_unit_tests.py): add 'response_format={"type": "text"}' test to base_llm_unit_tests

adds complete coverage for all 'response_format' values to ci/cd

* feat(router.py): support wildcard routes in `get_router_model_info()`

Addresses https://github.com/BerriAI/litellm/issues/6914

* build(model_prices_and_context_window.json): add tpm/rpm limits for all gemini models

Allows for ratelimit tracking for gemini models even with wildcard routing enabled

Addresses https://github.com/BerriAI/litellm/issues/6914

* feat(router.py): add tpm/rpm tracking on success/failure to global_router

Addresses https://github.com/BerriAI/litellm/issues/6914

* feat(router.py): support wildcard routes on router.get_model_group_usage()

* fix(router.py): fix linting error

* fix(router.py): implement get_remaining_tokens_and_requests

Addresses https://github.com/BerriAI/litellm/issues/6914

* fix(router.py): fix linting errors

* test: fix test

* test: fix tests

* docs(config_settings.md): add missing dd env vars to docs

* fix(router.py): check if hidden params is dict
2024-11-28 00:01:38 +05:30
Krrish Dholakia
0b15662c6e test: temporarily comment out doc test - fix ci/cd issue in separate pr 2024-11-26 13:52:40 +05:30
Ishaan Jaff
c60261c3bc
(feat) Add support for using @google/generative-ai JS with LiteLLM Proxy (#6899)
* feat - allow using gemini js SDK with LiteLLM

* add auth for gemini_proxy_route

* basic local test for js

* test cost tagging gemini js requests

* add js sdk test for gemini with litellm

* add docs on gemini JS SDK

* run node.js tests

* fix google ai studio tests

* fix vertex js spend test
2024-11-25 13:13:03 -08:00
Ishaan Jaff
6b6353d4e7 fix e2e ui testing, only run e2e ui testing in playwright 2024-11-23 08:50:10 -08:00
Ishaan Jaff
fb5f458448 fix e2e ui testing deps 2024-11-23 08:39:11 -08:00
Ishaan Jaff
97cde31113
fix tests (#6875) 2024-11-22 17:35:38 -08:00
Ishaan Jaff
b2b3e40d13
(feat) use @google-cloud/vertexai js sdk with litellm (#6873)
* stash gemini JS test

* add vertex js sdj example

* handle vertex pass through separately

* tes vertex JS sdk

* fix vertex_proxy_route

* use PassThroughStreamingHandler

* fix PassThroughStreamingHandler

* use common _create_vertex_response_logging_payload_for_generate_content

* test vertex js

* add working vertex jest tests

* move basic bass through test

* use good name for test

* test vertex

* test_chunk_processor_yields_raw_bytes

* unit tests for streaming

* test_convert_raw_bytes_to_str_lines

* run unit tests 1st

* simplify local

* docs add usage example for js

* use get_litellm_virtual_key

* add unit tests for vertex pass through
2024-11-22 16:50:10 -08:00
Ishaan Jaff
5930c42e74 fix coverage 2024-11-22 16:21:22 -08:00
Ishaan Jaff
377cfeb24f add pass_through_unit_testing 2024-11-22 16:20:16 -08:00
Ishaan Jaff
920f4c9f82
(fix) add linting check to ban creating AsyncHTTPHandler during LLM calling (#6855)
* fix triton

* fix TEXT_COMPLETION_CODESTRAL

* fix REPLICATE

* fix CLARIFAI

* fix HUGGINGFACE

* add test_no_async_http_handler_usage

* fix PREDIBASE

* fix anthropic use get_async_httpx_client

* fix vertex fine tuning

* fix dbricks get_async_httpx_client

* fix get_async_httpx_client vertex

* fix get_async_httpx_client

* fix get_async_httpx_client

* fix make_async_azure_httpx_request

* fix check_for_async_http_handler

* test: cleanup mistral model

* add check for AsyncClient

* fix check_for_async_http_handler

* fix get_async_httpx_client

* fix tests using in_memory_llm_clients_cache

* fix langfuse import

* fix import

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
2024-11-21 19:03:02 -08:00
Ishaan Jaff
ddfe687b13
(fix) don't block proxy startup if license check fails & using prometheus (#6839)
* fix - don't block proxy startup if not a premium user

* test_litellm_proxy_server_config_with_prometheus

* add test for proxy startup

* fix remove unused test

* fix startup test

* add comment on bad-license
2024-11-20 17:55:39 -08:00
Ishaan Jaff
cc1f8ff0ba
(testing) - add e2e tests for anthropic pass through endpoints (#6840)
* tests - add e2e tests for anthropic pass through

* fix swagger

* fix pass through tests
2024-11-20 17:55:13 -08:00
Krish Dholakia
689cd677c6
Litellm dev 11 20 2024 (#6831)
* feat(customer_endpoints.py): support passing budget duration via `/customer/new` endpoint

Closes https://github.com/BerriAI/litellm/issues/5651

* docs: add missing params to swagger + api documentation test

* docs: add documentation for all key endpoints

documents all params on swagger

* docs(internal_user_endpoints.py): document all /user/new params

Ensures all params are documented

* docs(team_endpoints.py): add missing documentation for team endpoints

Ensures 100% param documentation on swagger

* docs(organization_endpoints.py): document all org params

Adds documentation for all params in org endpoint

* docs(customer_endpoints.py): add coverage for all params on /customer endpoints

ensures all /customer/* params are documented

* ci(config.yml): add endpoint doc testing to ci/cd

* fix: fix internal_user_endpoints.py

* fix(internal_user_endpoints.py): support 'duration' param

* fix(partner_models/main.py): fix anthropic re-raise exception on vertex

* fix: fix pydantic obj
2024-11-21 04:06:06 +05:30
Krish Dholakia
3beecfb0d4
LiteLLM Minor Fixes & Improvements (11/13/2024) (#6729)
* fix(utils.py): add logprobs support for together ai

Fixes

https://github.com/BerriAI/litellm/issues/6724

* feat(pass_through_endpoints/): add anthropic/ pass-through endpoint

adds new `anthropic/` pass-through endpoint + refactors docs

* feat(spend_management_endpoints.py): allow /global/spend/report to query team + customer id

enables seeing spend for a customer in a team

* Add integration with MLflow Tracing (#6147)

* Add MLflow logger

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* Streaming handling

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* lint

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* address comments and fix issues

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* address comments and fix issues

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* Move logger construction code

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* Add docs

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* async handlers

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* new picture

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

---------

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

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

* ci(config.yml): add mlflow to ci testing

* fix: fix test

* test: fix test

* Litellm key update fix (#6710)

* fix(caching): convert arg to equivalent kwargs in llm caching handler

prevent unexpected errors

* fix(caching_handler.py): don't pass args to caching

* fix(caching): remove all *args from caching.py

* fix(caching): consistent function signatures + abc method

* test(caching_unit_tests.py): add unit tests for llm caching

ensures coverage for common caching scenarios across different implementations

* refactor(litellm_logging.py): move to using cache key from hidden params instead of regenerating one

* fix(router.py): drop redis password requirement

* fix(proxy_server.py): fix faulty slack alerting check

* fix(langfuse.py): avoid copying functions/thread lock objects in metadata

fixes metadata copy error when parent otel span in metadata

* test: update test

* fix(key_management_endpoints.py): fix /key/update with metadata update

* fix(key_management_endpoints.py): fix key_prepare_update helper

* fix(key_management_endpoints.py): reset value to none if set in key update

* fix: update test

'

* Litellm dev 11 11 2024 (#6693)

* fix(__init__.py): add 'watsonx_text' as mapped llm api route

Fixes https://github.com/BerriAI/litellm/issues/6663

* fix(opentelemetry.py): fix passing parallel tool calls to otel

Fixes https://github.com/BerriAI/litellm/issues/6677

* refactor(test_opentelemetry_unit_tests.py): create a base set of unit tests for all logging integrations - test for parallel tool call handling

reduces bugs in repo

* fix(__init__.py): update provider-model mapping to include all known provider-model mappings

Fixes https://github.com/BerriAI/litellm/issues/6669

* feat(anthropic): support passing document in llm api call

* docs(anthropic.md): add pdf anthropic call to docs + expose new 'supports_pdf_input' function

* fix(factory.py): fix linting error

* add clear doc string for GCS bucket logging

* Add docs to export logs to Laminar (#6674)

* Add docs to export logs to Laminar

* minor fix: newline at end of file

* place laminar after http and grpc

* (Feat) Add langsmith key based logging (#6682)

* add langsmith_api_key to StandardCallbackDynamicParams

* create a file for langsmith types

* langsmith add key / team based logging

* add key based logging for langsmith

* fix langsmith key based logging

* fix linting langsmith

* remove NOQA violation

* add unit test coverage for all helpers in test langsmith

* test_langsmith_key_based_logging

* docs langsmith key based logging

* run langsmith tests in logging callback tests

* fix logging testing

* test_langsmith_key_based_logging

* test_add_callback_via_key_litellm_pre_call_utils_langsmith

* add debug statement langsmith key based logging

* test_langsmith_key_based_logging

* (fix) OpenAI's optional messages[].name  does not work with Mistral API  (#6701)

* use helper for _transform_messages mistral

* add test_message_with_name to base LLMChat test

* fix linting

* add xAI on Admin UI (#6680)

* (docs) add benchmarks on 1K RPS  (#6704)

* docs litellm proxy benchmarks

* docs GCS bucket

* doc fix - reduce clutter on logging doc title

* (feat) add cost tracking stable diffusion 3 on Bedrock  (#6676)

* add cost tracking for sd3

* test_image_generation_bedrock

* fix get model info for image cost

* add cost_calculator for stability 1 models

* add unit testing for bedrock image cost calc

* test_cost_calculator_with_no_optional_params

* add test_cost_calculator_basic

* correctly allow size Optional

* fix cost_calculator

* sd3 unit tests cost calc

* fix raise correct error 404 when /key/info is called on non-existent key  (#6653)

* fix raise correct error on /key/info

* add not_found_error error

* fix key not found in DB error

* use 1 helper for checking token hash

* fix error code on key info

* fix test key gen prisma

* test_generate_and_call_key_info

* test fix test_call_with_valid_model_using_all_models

* fix key info tests

* bump: version 1.52.4 → 1.52.5

* add defaults used for GCS logging

* LiteLLM Minor Fixes & Improvements (11/12/2024)  (#6705)

* fix(caching): convert arg to equivalent kwargs in llm caching handler

prevent unexpected errors

* fix(caching_handler.py): don't pass args to caching

* fix(caching): remove all *args from caching.py

* fix(caching): consistent function signatures + abc method

* test(caching_unit_tests.py): add unit tests for llm caching

ensures coverage for common caching scenarios across different implementations

* refactor(litellm_logging.py): move to using cache key from hidden params instead of regenerating one

* fix(router.py): drop redis password requirement

* fix(proxy_server.py): fix faulty slack alerting check

* fix(langfuse.py): avoid copying functions/thread lock objects in metadata

fixes metadata copy error when parent otel span in metadata

* test: update test

* bump: version 1.52.5 → 1.52.6

* (feat) helm hook to sync db schema  (#6715)

* v0 migration job

* fix job

* fix migrations job.yml

* handle standalone DB on helm hook

* fix argo cd annotations

* fix db migration helm hook

* fix migration job

* doc fix Using Http/2 with Hypercorn

* (fix proxy redis) Add redis sentinel support  (#6154)

* add sentinel_password support

* add doc for setting redis sentinel password

* fix redis sentinel - use sentinel password

* Fix: Update gpt-4o costs to that of gpt-4o-2024-08-06 (#6714)

Fixes #6713

* (fix) using Anthropic `response_format={"type": "json_object"}`  (#6721)

* add support for response_format=json anthropic

* add test_json_response_format to baseLLM ChatTest

* fix test_litellm_anthropic_prompt_caching_tools

* fix test_anthropic_function_call_with_no_schema

* test test_create_json_tool_call_for_response_format

* (feat) Add cost tracking for Azure Dall-e-3 Image Generation  + use base class to ensure basic image generation tests pass  (#6716)

* add BaseImageGenTest

* use 1 class for unit testing

* add debugging to BaseImageGenTest

* TestAzureOpenAIDalle3

* fix response_cost_calculator

* test_basic_image_generation

* fix img gen basic test

* fix _select_model_name_for_cost_calc

* fix test_aimage_generation_bedrock_with_optional_params

* fix undo changes cost tracking

* fix response_cost_calculator

* fix test_cost_azure_gpt_35

* fix remove dup test (#6718)

* (build) update db helm hook

* (build) helm db pre sync hook

* (build) helm db sync hook

* test: run test_team_logging firdst

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com>
Co-authored-by: Kilian Lieret <kilian.lieret@posteo.de>

* test: update test

* test: skip anthropic overloaded error

* test: cleanup test

* test: update tests

* test: fix test

* test: handle gemini overloaded model error

* test: handle internal server error

* test: handle anthropic overloaded error

* test: handle claude instability

---------

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Co-authored-by: Yuki Watanabe <31463517+B-Step62@users.noreply.github.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com>
Co-authored-by: Kilian Lieret <kilian.lieret@posteo.de>
2024-11-15 11:18:31 +05:30
Ishaan Jaff
c3bc9e6b12
(Feat) Add langsmith key based logging (#6682)
* add langsmith_api_key to StandardCallbackDynamicParams

* create a file for langsmith types

* langsmith add key / team based logging

* add key based logging for langsmith

* fix langsmith key based logging

* fix linting langsmith

* remove NOQA violation

* add unit test coverage for all helpers in test langsmith

* test_langsmith_key_based_logging

* docs langsmith key based logging

* run langsmith tests in logging callback tests

* fix logging testing

* test_langsmith_key_based_logging

* test_add_callback_via_key_litellm_pre_call_utils_langsmith

* add debug statement langsmith key based logging

* test_langsmith_key_based_logging
2024-11-11 13:58:06 -08:00
Ishaan Jaff
eb92ed4156
(Feat) 273% improvement GCS Bucket Logger - use Batched Logging (#6679)
* use CustomBatchLogger for GCS

* add GCS bucket logging type

* use batch logging for GCs bucket

* add gcs_bucket

* allow setting flush_interval on CustomBatchLogger

* set GCS_FLUSH_INTERVAL to 1s

* fix test_key_logging

* fix test_key_logging

* add docs on new env vars
2024-11-11 11:35:34 +05:30
Ishaan Jaff
0871c33a24
Merge pull request #6672 from BerriAI/litellm_add_async_bedrock_image_gen
(feat) add bedrock image gen async support
2024-11-08 19:25:02 -08:00
Ishaan Jaff
61026e189d
(feat) Add support for logging to GCS Buckets with folder paths (#6675)
* use helper to log

* gcs _handle_folders_in_bucket_name

* add test_basic_gcs_logger_with_folder_in_bucket_name

* run gcs testing in logging callback tests

* include correct deps

* fix gcs bucket logging test

* fix test_basic_gcs_logger_with_folder_in_bucket_name

* fix test_get_gcs_logging_config_without_service_account

* fix test gcs bucket

* remove unused file
2024-11-08 19:24:18 -08:00
Ishaan Jaff
086e1ac5bc move image gen testing 2024-11-08 14:10:08 -08:00
Ishaan Jaff
ae385cfcdc
(QOL improvement) add unit testing for all static_methods in litellm_logging.py (#6640)
* add unit testing for standard logging payload

* unit testing for static methods in litellm_logging

* add code coverage check for litellm_logging

* litellm_logging_code_coverage

* test_get_final_response_obj

* fix validate_redacted_message_span_attributes

* test validate_redacted_message_span_attributes
2024-11-07 16:26:53 -08:00
Krish Dholakia
27e18358ab
fix(pattern_match_deployments.py): default to user input if unable to… (#6632)
* fix(pattern_match_deployments.py): default to user input if unable to map based on wildcards

* test: fix test

* test: reset test name

* test: update conftest to reload proxy server module between tests

* ci(config.yml): move langfuse out of local_testing

reduce ci/cd time

* ci(config.yml): cleanup langfuse ci/cd tests

* fix: update test to not use global proxy_server app module

* ci: move caching to a separate test pipeline

speed up ci pipeline

* test: update conftest to check if proxy_server attr exists before reloading

* build(conftest.py): don't block on inability to reload proxy_server

* ci(config.yml): update caching unit test filter to work on 'cache' keyword as well

* fix(encrypt_decrypt_utils.py): use function to get salt key

* test: mark flaky test

* test: handle anthropic overloaded errors

* refactor: create separate ci/cd pipeline for proxy unit tests

make ci/cd faster

* ci(config.yml): add litellm_proxy_unit_testing to build_and_test jobs

* ci(config.yml): generate prisma binaries for proxy unit tests

* test: readd vertex_key.json

* ci(config.yml): remove `-s` from proxy_unit_test cmd

speed up test

* ci: remove any 'debug' logging flag

speed up ci pipeline

* test: fix test

* test(test_braintrust.py): rerun

* test: add delay for braintrust test
2024-11-08 00:55:57 +05:30
Ishaan Jaff
373f9d409e
(fix) ProxyStartup - Check that prisma connection is healthy when starting an instance of LiteLLM (#6627)
* fix debug statements

* fix assert prisma_client.health_check is called on _setup

* asser that _setup_prisma_client is called on startup proxy

* fix prisma client health_check

* add test_bad_database_url

* add strict checks on db startup

* temp remove fix to validate if check works as expected

* add health_check back

* test_proxy_server_prisma_setup_invalid_db
2024-11-06 17:36:48 -08:00
Ishaan Jaff
c047d51cc8
(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
2024-11-04 21:16:57 -08:00