Commit Graph

49 Commits

Author SHA1 Message Date
Ishaan Jaff 0c19414b36 [️ Python SDK import] - reduce python sdk import time by .3s (#12140)
* use 1 file for KeyManagementSystem

* move key management settings

* fix import locs

* test_proxy_types_not_imported

* test the import loc

* fix import item

* fix imports

* fix import loc

* fix imports
2025-06-28 14:57:10 -07:00
Ishaan Jaff e3094c2249 set flaky tests as flaky 2025-06-14 13:51:52 -07:00
Krish Dholakia 39de3610be fix(internal_user_endpoints.py): support user with + in email on us… (#11601)
* fix(internal_user_endpoints.py): support user with `+` in email on user info

ensures user is correctly parsed from input

* fix(factory.py): support vertex function call args as None

handles empty string in args for vertex gemini calls

* docs(langfuse_integration.md): pin langfuse sdk version on docs

* fix(vertex_ai/): return empty dict, instead of none when empty string given

* refactor: reduce function size

* fix: fix linting errors

* fix: revert check

* fix(internal_user_endpoints.py): fix check

* test: update tests

* test: update tests
2025-06-10 22:13:10 -07:00
Krrish Dholakia 1cd97e41e9 test: update tests 2025-05-24 12:26:31 -07:00
Ishaan Jaff 702b5fec22 [Feat] Add /image/edits on LiteLLM (#11123)
* feat: add image edits on litellm router

* feat: add image edits endpoint

* fix: use pure async for image edits

* fix: base_process_llm_request

* fix: get_image_content_type

* feat: add image edits endpoint

* add image edits on UI

* test: image edits support

* fix: linting errors

* fix: linting errors

* test fix img gen
2025-05-24 10:18:01 -07:00
Krrish Dholakia 1857f5d264 test: update test 2025-05-19 21:21:44 -07:00
Ishaan Jaff c67ca115ae Return 404 when delete_verification_tokens (POST /key/delete) fails to find keys (#10604) (#10605)
* Return 404 when delete_verification_tokens fails to find keys

* Add test_delete_nonexistent_key_returns_404

Co-authored-by: Marc Abramowitz <abramowi@adobe.com>
2025-05-06 20:45:15 -07:00
Prathamesh Saraf ac7b1efe5c Refactor budget assertions in tests to improve clarity and accuracy. Updated remaining hours check to ensure positive values and adjusted budget reset time validation for better range checks. (#10500) 2025-05-02 09:02:02 -07:00
Krish Dholakia 711601e22a Add key-level multi-instance tpm/rpm/max parallel request limiting (#10458)
* fix: initial commit of v2 parallel request limiter hook

enables multi-instance rate limiting to work

* fix: subsequent commit with additional refactors

* fix(parallel_request_limiter_v2.py): cleanup initial call hook

simplify it

* fix(parallel_request_limiter_v2.py): working v2 parallel request limiter

* fix: more updates - still not passing testing

* fix(test_parallel_request_limiter_v2.py): update test + add conftest

* fix: fix ruff checks

* fix(parallel_request_limiter_v2.py): use pull via pattern method to load in keys instance wouldn't have seen yet

Fixes issue where redis syncing was not pulling key until instance had seen it

* test: update testing to cover tpm and rpm

* fix(parallel_request_limiter_v2.py): fix ruff errors

* fix(proxy/hooks/__init__.py): feature flag export

* fix(proxy/hooks/__init_.py): fix linting error

* ci(config.yml): add tests/enterprise to ci/cd

* fix: fix ruff check

* test: update testing
2025-04-30 21:32:31 -07:00
Krish Dholakia 290e2528cd Schedule budget resets at expectable times (#10331) (#10333)
* Schedule budget resets at expectable times (#10331)

* Enhance budget reset functionality with timezone support and standardized reset times

- Added `get_next_standardized_reset_time` function to calculate budget reset times based on specified durations and timezones.
- Introduced `timezone_utils.py` to manage timezone retrieval and budget reset time calculations.
- Updated budget reset logic in `reset_budget_job.py`, `internal_user_endpoints.py`, `key_management_endpoints.py`, and `team_endpoints.py` to utilize the new timezone-aware reset time calculations.
- Added unit tests for the new reset time functionality in `test_duration_parser.py`.
- Updated `.gitignore` to include `test.py` and made minor formatting adjustments in `docker-compose.yml` for consistency.

* Fixed linting

* Fix for mypy

* Fixed testcase for reset

* fix(duration_parser.py): move off zoneinfo - doesn't work with python 3.8

* test: update test

* refactor: improve budget reset time calculation and update related tests for accuracy

* clean up imports in team_endpoints.py

* test: update budget remaining hours assertions to reflect new reset time logic

* build(model_prices_and_context_window.json): update model

---------

Co-authored-by: Prathamesh Saraf <pratamesh1867@gmail.com>
2025-04-29 20:59:44 -07:00
Ishaan Jaff 8ae2653280 fix calculated cache key for tests 2025-04-19 09:25:11 -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
Krish Dholakia 0d503ad8ad Move daily user transaction logging outside of 'disable_spend_logs' flag - different tables (#9772)
* refactor(db_spend_update_writer.py): aggregate table is entirely different

* test(test_db_spend_update_writer.py): add unit test to ensure if disable_spend_logs is true daily user transactions is still logged

* test: fix test
2025-04-05 09:58:16 -07:00
Ishaan Jaff 290e837515 test_update_logs_with_spend_logs_url 2025-04-01 18:15:01 -07:00
Krish Dholakia 5c107c64dd Add gemini audio input support + handle special tokens in sagemaker response (#9640)
* fix(internal_user_endpoints.py): cleanup unused variables on beta endpoint

no team/org split on daily user endpoint

* build(model_prices_and_context_window.json): gemini-2.0-flash supports audio input

* feat(gemini/transformation.py): support passing audio input to gemini

* test: fix test

* fix(gemini/transformation.py): support audio input as a url

enables passing google cloud bucket urls

* fix(gemini/transformation.py): support explicitly passing format of file

* fix(gemini/transformation.py): expand support for inferred file types from url

* fix(sagemaker/completion/transformation.py): fix special token error when counting sagemaker tokens

* test: fix import
2025-03-29 19:23:09 -07:00
Krrish Dholakia b3c7785240 test: skip flaky test - failing due to db timeouts - unrelated to test 2025-03-27 20:34:26 -07:00
Krrish Dholakia e2d4597588 test: mark flaky test 2025-03-27 20:10:57 -07:00
Krish Dholakia 11838e1c3b Litellm fix db testing (#9593)
* ci: fix test

* test: safely change db url

* fix: print db url

* test: remove delenv
2025-03-27 14:50:41 -07:00
Ishaan Jaff 63a32ff02c test_reset_budget_job 2025-03-17 19:37:09 -07:00
Ishaan Jaff 3a086cee06 (Feat) - Show Error Logs on LiteLLM UI (#8904)
* fix test_moderations_bad_model

* use async_post_call_failure_hook

* basic logging errors in DB

* show status on ui

* show status on ui

* ui show request / response side by side

* stash fixes

* working, track raw request

* track error info in metadata

* fix showing error / request / response logs

* show traceback on error viewer

* ui with traceback of error

* fix async_post_call_failure_hook

* fix(http_parsing_utils.py): orjson can throw errors on some emoji's in text, default to json.loads

* test_get_error_information

* fix code quality

* rename proxy track cost callback test

* _should_store_errors_in_spend_logs

* feature flag error logs

* Revert "_should_store_errors_in_spend_logs"

This reverts commit 7f345df47762ff3be04e6fde2f13e70019ede4ee.

* Revert "feature flag error logs"

This reverts commit 0e90c022bbea3550f169118d81e60d711a4024fe.

* test_spend_logs_payload

* fix OTEL log_db_metrics

* fix import json

* fix ui linting error

* test_async_post_call_failure_hook

* test_chat_completion_bad_model_with_spend_logs

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
2025-02-28 20:10:09 -08:00
Ishaan Jaff 1b2e3855cc test_update_user_unit_test 2025-02-25 10:46:33 -08:00
Krish Dholakia 51cb3c84e3 Litellm stable UI 02 17 2025 p1 (#8599)
* fix(key_management_endpoints.py): initial commit with logic to get all keys for teams user is an admin for

* fix(key_managements_endpoints.py): return all keys for teams user is an admin for

* fix(key_management_endpoints.py): add query param to ensure user opts into seeing all team keys (not just their own)

* fix(regenerate_key_modal.tsx): fix key regenerate

* fix(proxy_server.py): fix model metrics check on none api base

* test(test_key_generate_prisma.py): remove redundant test

* test(test_proxy_utils.py): add unit test covering new management endpoint helper util

* fix: fix test

* test(test_proxy_server.py): fix test
2025-02-17 17:55:05 -08:00
Krish Dholakia aee90f1dfe fix: fix test (#8501) 2025-02-12 18:38:15 -08:00
Ishaan Jaff ac14cfc25e fix test_aview_spend_per_user 2025-02-11 15:49:21 -08:00
Krish Dholakia df93debbc7 Internal User Endpoint - vulnerability fix + response type fix (#8228)
* fix(key_management_endpoints.py): fix vulnerability where a user could update another user's keys

Resolves https://github.com/BerriAI/litellm/issues/8031

* test(key_management_endpoints.py): return consistent 403 forbidden error when modifying key that doesn't belong to user

* fix(internal_user_endpoints.py): return model max budget in internal user create response

Fixes https://github.com/BerriAI/litellm/issues/7047

* test: fix test

* test: update test to handle gemini token counter change

* fix(factory.py): fix bedrock http:// handling

* docs: fix typo in lm_studio.md (#8222)

* test: fix testing

* test: fix test

---------

Co-authored-by: foreign-sub <51928805+foreign-sub@users.noreply.github.com>
2025-02-04 06:41:14 -08:00
Ishaan Jaff da3ddd2282 fix test_generate_and_update_key 2025-01-30 21:34:33 -08:00
Ishaan Jaff 31e967cbbd test_generate_and_update_key 2025-01-29 18:48:34 -08:00
Ishaan Jaff d19614b8c0 (QA / testing) - Add e2e tests for key model access auth checks (#8000)
* fix _model_matches_any_wildcard_pattern_in_list

* test key model access checks

* add key_model_access_denied to ProxyErrorTypes

* update auth checks

* test_model_access_update

* test_team_model_access_patterns

* fix _team_model_access_check

* fix config used for otel testing

* test fix test_call_with_invalid_model

* fix model acces check tests

* test_team_access_groups

* test _model_matches_any_wildcard_pattern_in_list
2025-01-25 17:15:11 -08:00
Ishaan Jaff 085920aa1c (Feat) allow setting guardrails on a team on the API (#7959)
* allow setting guardrails on a team

* test set guardrails on team

* set guardrails on a team

* fix LiteLLM_ManagementEndpoint_MetadataFields_Premium
2025-01-23 20:26:51 -08:00
Ishaan Jaff 5fbbf47581 (Feat) prometheus - emit remaining team budget metric on proxy startup (#7777)
* fix get_paginated_teams

* use _initialize_remaining_budget_metrics

* fix prom metric

* run ci/cd again

* fix run async func

* fix _initialize_prometheus_startup_metrics

* fix _initialize_prometheus_startup_metrics

* prom unit tests

* test_get_paginated_teams
2025-01-14 20:08:23 -08:00
Ishaan Jaff 3fe1f3b3b2 test_team_access_groups 2025-01-12 22:26:13 -08:00
Ishaan Jaff 46d9d29bff (Feat) Hashicorp Secret Manager - Allow storing virtual keys in secret manager (#7549)
* use a base abstract class

* async_write_secret for hcorp

* fix hcorp

* async_write_secret for hashicopr secret manager

* store virtual keys in hcorp

* add delete secret

* test_hashicorp_secret_manager_write_secret

* test_hashicorp_secret_manager_delete_secret

* docs Supported Secret Managers

* docs storing keys in hcorp

* docs hcorp

* docs secret managers

* test_key_generate_with_secret_manager_call

* fix unused imports
2025-01-04 11:35:59 -08:00
Ishaan Jaff f96f54a0f5 test_aview_spend_per_user 2025-01-01 21:48:35 -08:00
Ishaan Jaff 8c29489c40 test_aadmin_only_routes 2025-01-01 21:48:20 -08:00
Krish Dholakia 40e2a95095 fix(key_management_endpoints.py): enforce user_id / team_id checks on key generate (#7437)
* fix(key_management_endpoints.py): enforce user_id / team_id checks on key generate

Fixes https://github.com/BerriAI/litellm/issues/7336

* test: fix tests
2024-12-27 10:15:48 -08:00
Krish Dholakia 522da384b6 Litellm dev 12 20 2024 p3 (#7339)
* fix(proxy_track_cost_callback.py): log to db if only end user param given

* fix: allows for jwt-auth based end user id spend tracking to work

* fix(utils.py): fix 'get_end_user_id_for_cost_tracking' to use 'user_api_key_end_user_id'

more stable - works with jwt-auth based end user tracking as well

* test(test_jwt.py): add e2e unit test to confirm end user cost tracking works for spend logs

* test: update test to use end_user api key hash param

* fix(langfuse.py): support end user cost tracking via jwt auth + langfuse

logs end user to langfuse if decoded from jwt token

* fix: fix linting errors

* test: fix test

* test: fix test

* fix: fix end user id extraction

* fix: run test earlier
2024-12-20 21:13:32 -08:00
Ishaan Jaff 6261ec3599 (feat proxy) v2 - model max budgets (#7302)
* clean up unused code

* add _PROXY_VirtualKeyModelMaxBudgetLimiter

* adjust type imports

* working _PROXY_VirtualKeyModelMaxBudgetLimiter

* fix user_api_key_model_max_budget

* fix user_api_key_model_max_budget

* update naming

* update naming

* fix changes to RouterBudgetLimiting

* test_call_with_key_over_model_budget

* test_call_with_key_over_model_budget

* handle _get_request_model_budget_config

* e2e test for test_call_with_key_over_model_budget

* clean up test

* run ci/cd again

* add validate_model_max_budget

* docs fix

* update doc

* add e2e testing for _PROXY_VirtualKeyModelMaxBudgetLimiter

* test_unit_test_max_model_budget_limiter.py
2024-12-18 19:42:46 -08:00
Ishaan Jaff 14b7f25d7d (fix) adding public routes when using custom header (#7045)
* get_api_key_from_custom_header

* add test_get_api_key_from_custom_header

* fix testing use 1 file for test user api key auth

* fix test user api key auth

* test_custom_api_key_header_name
2024-12-06 14:17:10 -08:00
Krish Dholakia 6bb934c0ac fix(key_management_endpoints.py): override metadata field value on up… (#7008)
* fix(key_management_endpoints.py): override metadata field value on update

allow user to override tags

* feat(__init__.py): expose new disable_end_user_cost_tracking_prometheus_only metric

allow disabling end user cost tracking on prometheus - fixes cardinality issue

* fix(litellm_pre_call_utils.py): add key/team level enforced params

Fixes https://github.com/BerriAI/litellm/issues/6652

* fix(key_management_endpoints.py): allow user to pass in `enforced_params` as a top level param on /key/generate and /key/update

* docs(enterprise.md): add docs on enforcing required params for llm requests

* Add support of Galadriel API (#7005)

* fix(router.py): robust retry after handling

set retry after time to 0 if >0 healthy deployments. handle base case = 1 deployment

* test(test_router.py): fix test

* feat(bedrock/): add support for 'nova' models

also adds explicit 'converse/' route for simpler routing

* fix: fix 'supports_pdf_input'

return if model supports pdf input on get_model_info

* feat(converse_transformation.py): support bedrock pdf input

* docs(document_understanding.md): add document understanding to docs

* fix(litellm_pre_call_utils.py): fix linting error

* fix(init.py): fix passing of bedrock converse models

* feat(bedrock/converse): support 'response_format={"type": "json_object"}'

* fix(converse_handler.py): fix linting error

* fix(base_llm_unit_tests.py): fix test

* fix: fix test

* test: fix test

* test: fix test

* test: remove duplicate test

---------

Co-authored-by: h4n0 <4738254+h4n0@users.noreply.github.com>
2024-12-03 23:03:50 -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
Ishaan Jaff d6181b2c9f (feat) add enforcement for unique key aliases on /key/update and /key/generate (#6944)
* add enforcement for unique key aliases

* fix _enforce_unique_key_alias

* fix _enforce_unique_key_alias

* fix _enforce_unique_key_alias

* test_enforce_unique_key_alias
2024-11-27 18:40:21 -08:00
Ishaan Jaff 77f714dc51 (bug fix) /key/update was not storing budget_duration in the DB (#6941)
* fix - store budget_duration for keys

* test_generate_and_update_key

* test_update_user_unit_test

* fix user update
2024-11-27 14:48:01 -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 ba28e52ee8 Litellm lm studio embedding params (#6746)
* 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

* fix(lm_studio/embed): support translating lm studio optional params

'

* feat(auth_checks.py): fix auth check inside route - `/team/list`

Fixes regression where non-admin w/ user_id=None able to query all teams

* docs proxy_budget_rescheduler_min_time

* helm run DISABLE_SCHEMA_UPDATE

* docs helm pre sync hook

* fix migration job.yaml

* fix DATABASE_URL

* use existing spec for migrations job

* fix yaml on migrations job

* fix migration job

* update doc on pre sync hook

* fix migrations-job.yaml

* fix migration job

* fix prisma migration

* test - handle eol model claude-2, use claude-2.1 instead

* (docs) add instructions on how to contribute to docker image

* Update code blocks huggingface.md (#6737)

* Update prefix.md (#6734)

* fix test_supports_response_schema

* mark Helm PreSyn as BETA

* (Feat) Add support for storing virtual keys in AWS SecretManager  (#6728)

* add SecretManager to httpxSpecialProvider

* fix importing AWSSecretsManagerV2

* add unit testing for writing keys to AWS secret manager

* use KeyManagementEventHooks for key/generated events

* us event hooks for key management endpoints

* working AWSSecretsManagerV2

* fix write secret to AWS secret manager on /key/generate

* fix KeyManagementSettings

* use tasks for key management hooks

* add async_delete_secret

* add test for async_delete_secret

* use _delete_virtual_keys_from_secret_manager

* fix test secret manager

* test_key_generate_with_secret_manager_call

* fix check for key_management_settings

* sync_read_secret

* test_aws_secret_manager

* fix sync_read_secret

* use helper to check when _should_read_secret_from_secret_manager

* test_get_secret_with_access_mode

* test - handle eol model claude-2, use claude-2.1 instead

* docs AWS secret manager

* fix test_read_nonexistent_secret

* fix test_supports_response_schema

* ci/cd run again

* 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

* bump: version 1.52.7 → 1.52.8

* docs: add docs on jina ai rerank support

* docs(reliability.md): add tutorial on disabling fallbacks per key

* docs(logging.md): add 'trace_id' param to standard logging payload

* (feat) add bedrock/stability.stable-image-ultra-v1:0 (#6723)

* add stability.stable-image-ultra-v1:0

* add pricing for stability.stable-image-ultra-v1:0

* fix test_supports_response_schema

* ci/cd run again

* [Feature]: Stop swallowing up AzureOpenAi exception responses in litellm's implementation for a BadRequestError (#6745)

* fix azure exceptions

* test_bad_request_error_contains_httpx_response

* test_bad_request_error_contains_httpx_response

* use safe access to get exception response

* fix get attr

* [Feature]: json_schema in response support for Anthropic  (#6748)

* _convert_tool_response_to_message

* fix ModelResponseIterator

* fix test_json_response_format

* test_json_response_format_stream

* fix _convert_tool_response_to_message

* use helper _handle_json_mode_chunk

* fix _process_response

* unit testing for test_convert_tool_response_to_message_no_arguments

* update doc for JSON mode

* fix: import audio check (#6740)

* fix imagegeneration output_cost_per_image on model cost map (#6752)

* (feat) Vertex AI - add support for fine tuned embedding models  (#6749)

* fix use fine tuned vertex embedding models

* test_vertex_embedding_url

* add _transform_openai_request_to_fine_tuned_embedding_request

* add _transform_openai_request_to_fine_tuned_embedding_request

* add transform_openai_request_to_vertex_embedding_request

* add _transform_vertex_response_to_openai_for_fine_tuned_models

* test_vertexai_embedding for ft models

* fix test_vertexai_embedding_finetuned

* doc fine tuned / custom embedding models

* fix test test_partner_models_httpx

* bump: version 1.52.8 → 1.52.9

* 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>

---------

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Jongseob Jeon <aiden.jongseob@gmail.com>
Co-authored-by: Camden Clark <camdenaws@gmail.com>
Co-authored-by: Rasswanth <61219215+IamRash-7@users.noreply.github.com>
Co-authored-by: Yuki Watanabe <31463517+B-Step62@users.noreply.github.com>
Co-authored-by: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com>
Co-authored-by: Kilian Lieret <kilian.lieret@posteo.de>
2024-11-19 09:54:50 +05:30
Ishaan Jaff 51ffe93e77 (docs) add docstrings for all /key, /user, /team, /customer endpoints (#6804)
* use helper to handle_exception_on_proxy

* add doc string for /key/regenerate

* use 1 helper for handle_exception_on_proxy

* add doc string for /key/block

* add doc string for /key/unblock

* remove deprecated function

* remove deprecated endpoints

* remove incorrect tag for endpoint

* fix linting

* fix /key/regenerate

* fix regen key

* fix use port 4000 for user endpoints

* fix clean up - use separate file for customer endpoints

* add docstring for user/update

* fix imports

* doc string /user/list

* doc string for /team/delete

* fix team block endpoint

* fix import block user

* add doc string for /team/unblock

* add doc string for /team/list

* add doc string for /team/info

* add doc string for key endpoints

* fix customer_endpoints

* add doc string for customer endpoints

* fix import new_end_user

* fix testing

* fix import new_end_user

* fix add check for allow_user_auth
2024-11-18 19:44:06 -08:00
Ishaan Jaff 41aade2cc0 (feat) Use litellm/ prefix when storing virtual keys in AWS secret manager (#6765)
* fix - storing AWS keys in secret manager

* fix test_key_generate_with_secret_manager_call

* allow using prefix_for_stored_virtual_keys

* add prefix_for_stored_virtual_keys

* test_key_generate_with_secret_manager_call
2024-11-15 18:07:43 -08:00
Ishaan Jaff f8e700064e (Feat) Add support for storing virtual keys in AWS SecretManager (#6728)
* add SecretManager to httpxSpecialProvider

* fix importing AWSSecretsManagerV2

* add unit testing for writing keys to AWS secret manager

* use KeyManagementEventHooks for key/generated events

* us event hooks for key management endpoints

* working AWSSecretsManagerV2

* fix write secret to AWS secret manager on /key/generate

* fix KeyManagementSettings

* use tasks for key management hooks

* add async_delete_secret

* add test for async_delete_secret

* use _delete_virtual_keys_from_secret_manager

* fix test secret manager

* test_key_generate_with_secret_manager_call

* fix check for key_management_settings

* sync_read_secret

* test_aws_secret_manager

* fix sync_read_secret

* use helper to check when _should_read_secret_from_secret_manager

* test_get_secret_with_access_mode

* test - handle eol model claude-2, use claude-2.1 instead

* docs AWS secret manager

* fix test_read_nonexistent_secret

* fix test_supports_response_schema

* ci/cd run again
2024-11-14 09:25:07 -08:00
Ishaan Jaff de2f9aed3a 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
2024-11-11 21:00:39 -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