Commit graph

344 commits

Author SHA1 Message Date
Krish Dholakia
f252350881
LiteLLM Minor Fixes & Improvements (10/17/2024) (#6293)
* fix(ui_sso.py): fix faulty admin only check

Fixes https://github.com/BerriAI/litellm/issues/6286

* refactor(sso_helper_utils.py): refactor /sso/callback to use helper utils, covered by unit testing

Prevent future regressions

* feat(prompt_factory): support 'ensure_alternating_roles' param

Closes https://github.com/BerriAI/litellm/issues/6257

* fix(proxy/utils.py): add dailytagspend to expected views

* feat(auth_utils.py): support setting regex for clientside auth credentials

Fixes https://github.com/BerriAI/litellm/issues/6203

* build(cookbook): add tutorial for mlflow + langchain + litellm proxy tracing

* feat(argilla.py): add argilla logging integration

Closes https://github.com/BerriAI/litellm/issues/6201

* fix: fix linting errors

* fix: fix ruff error

* test: fix test

* fix: update vertex ai assumption - parts not always guaranteed (#6296)

* docs(configs.md): add argila env var to docs
2024-10-17 22:09:11 -07:00
Ishaan Jaff
f724f3131d
(testing) add unit tests for LLMCachingHandler Class (#6279)
* add unit testing for test_async_set_cache

* test test_async_log_cache_hit_on_callbacks

* assert the correct response type is returned

* test_convert_cached_result_to_model_response

* unit testing for caching handler
2024-10-17 19:12:57 +05:30
Ishaan Jaff
202b5cc2cd test_awesome_otel_with_message_logging_off 2024-10-17 16:43:25 +05:30
Ishaan Jaff
4554bf760c
(testing) add test coverage for LLM OTEL logging (#6227)
* add test coverage for OTEL logging

* test_async_otel_callback

* test test_awesome_otel_with_message_logging_off

* fix otel testing

* add otel testing

* otel testing

* otel testing

* otel testing coverage

* otel add testing
2024-10-17 16:34:04 +05:30
Ishaan Jaff
5bada7cbce fix otel tests 2024-10-17 16:32:56 +05:30
Ishaan Jaff
dd4f01a75e
Revert "(perf) move s3 logging to Batch logging + async [94% faster p… (#6275)
* Revert "(perf) move s3 logging to Batch logging + async [94% faster perf under 100 RPS on 1 litellm instance] (#6165)"

This reverts commit 2a5624af47.

* fix test s3

* add test_basic_s3_logging
2024-10-17 16:14:57 +05:30
Krish Dholakia
38a9a106d2
LiteLLM Minor Fixes & Improvements (10/16/2024) (#6265)
* fix(caching_handler.py): handle positional arguments in add cache logic

Fixes https://github.com/BerriAI/litellm/issues/6264

* feat(litellm_pre_call_utils.py): allow forwarding openai org id to backend client

https://github.com/BerriAI/litellm/issues/6237

* docs(configs.md): add 'forward_openai_org_id' to docs

* fix(proxy_server.py): return model info if user_model is set

Fixes https://github.com/BerriAI/litellm/issues/6233

* fix(hosted_vllm/chat/transformation.py): don't set tools unless non-none

* fix(openai.py): improve debug log for openai 'str' error

Addresses https://github.com/BerriAI/litellm/issues/6272

* fix(proxy_server.py): fix linting error

* fix(proxy_server.py): fix linting errors

* test: skip WIP test

* docs(openai.md): add docs on passing openai org id from client to openai
2024-10-16 22:16:23 -07:00
Krish Dholakia
e22e8d24ef
Litellm router code coverage 3 (#6274)
* refactor(router.py): move assistants api endpoints to using 1 pass-through factory function

Reduces code, increases testing coverage

* refactor(router.py): reduce _common_check_available_deployment function size

make code more maintainable - reduce possible errors

* test(router_code_coverage.py): include batch_utils + pattern matching in enforced 100% code coverage

Improves reliability

* fix(router.py): fix model id match model dump
2024-10-16 21:30:25 -07:00
Ishaan Jaff
891e9001b5
(testing) add router unit testing for send_llm_exception_alert , router_cooldown_event_callback , cooldown utils (#6258)
* add router unit testing for send_llm_exception_alert

* test router_cooldown_event_callback

* test test_router_cooldown_event_callback_no_prometheus

* test_router_cooldown_event_callback_no_deployment

* test_router_cooldown_event_callback_no_deployment

* add testing for test_should_run_cooldown_logic

* test_increment_deployment_successes_for_current_minute_does_not_write_to_redis

* test test_should_cooldown_deployment_allowed_fails_set_on_router

* use helper for _is_allowed_fails_set_on_router

* add complete testing for cooldown utils

* move router unit tests

* move router handle error

* fix test_send_llm_exception_alert_no_logger
2024-10-16 23:19:51 +05:30
Ishaan Jaff
8530000b44
(testing) Router add testing coverage (#6253)
* test: add more router code coverage

* test: additional router testing coverage

* fix: fix linting error

* test: fix tests for ci/cd

* test: fix test

* test: handle flaky tests

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
2024-10-16 07:32:27 -07:00
Krish Dholakia
54ebdbf7ce
LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)
* feat(litellm_pre_call_utils.py): support forwarding request headers to backend llm api

* fix(litellm_pre_call_utils.py): handle custom litellm key header

* test(router_code_coverage.py): check if all router functions are dire… (#6186)

* test(router_code_coverage.py): check if all router functions are directly tested

prevent regressions

* docs(configs.md): document all environment variables (#6185)

* docs: make it easier to find anthropic/openai prompt caching doc

* aded codecov yml (#6207)

* fix codecov.yaml

* run ci/cd again

* (refactor) caching use LLMCachingHandler for async_get_cache and set_cache  (#6208)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* fix test_embedding_caching_azure_individual_items_reordered

* (feat) prometheus have well defined latency buckets (#6211)

* fix prometheus have well defined latency buckets

* use a well define latency bucket

* use types file for prometheus logging

* add test for LATENCY_BUCKETS

* fix prom testing

* fix config.yml

* (refactor caching) use LLMCachingHandler for caching streaming responses  (#6210)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* bump (#6187)

* update code cov yaml

* fix config.yml

* add caching component to code cov

* fix config.yml ci/cd

* add coverage for proxy auth

* (refactor caching) use common `_retrieve_from_cache` helper  (#6212)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* refactor - use _retrieve_from_cache

* refactor use _convert_cached_result_to_model_response

* fix linting errors

* bump: version 1.49.2 → 1.49.3

* fix code cov components

* test(test_router_helpers.py): add router component unit tests

* test: add additional router tests

* test: add more router testing

* test: add more router testing + more mock functions

* ci(router_code_coverage.py): fix check

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>

* bump: version 1.49.3 → 1.49.4

* (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

* (refactor) OTEL - use safe_set_attribute for setting attributes (#6226)

* otel - use safe_set_attribute for setting attributes

* fix OTEL only use safe_set_attribute

* (fix) prompt caching cost calculation OpenAI, Azure OpenAI  (#6231)

* fix prompt caching cost calculation

* fix testing for prompt cache cost calc

* fix(allowed_model_region): allow us as allowed region (#6234)

* test(router_code_coverage.py): check if all router functions are dire… (#6186)

* test(router_code_coverage.py): check if all router functions are directly tested

prevent regressions

* docs(configs.md): document all environment variables (#6185)

* docs: make it easier to find anthropic/openai prompt caching doc

* aded codecov yml (#6207)

* fix codecov.yaml

* run ci/cd again

* (refactor) caching use LLMCachingHandler for async_get_cache and set_cache  (#6208)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* fix test_embedding_caching_azure_individual_items_reordered

* (feat) prometheus have well defined latency buckets (#6211)

* fix prometheus have well defined latency buckets

* use a well define latency bucket

* use types file for prometheus logging

* add test for LATENCY_BUCKETS

* fix prom testing

* fix config.yml

* (refactor caching) use LLMCachingHandler for caching streaming responses  (#6210)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* bump (#6187)

* update code cov yaml

* fix config.yml

* add caching component to code cov

* fix config.yml ci/cd

* add coverage for proxy auth

* (refactor caching) use common `_retrieve_from_cache` helper  (#6212)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* refactor - use _retrieve_from_cache

* refactor use _convert_cached_result_to_model_response

* fix linting errors

* bump: version 1.49.2 → 1.49.3

* fix code cov components

* test(test_router_helpers.py): add router component unit tests

* test: add additional router tests

* test: add more router testing

* test: add more router testing + more mock functions

* ci(router_code_coverage.py): fix check

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>

* bump: version 1.49.3 → 1.49.4

* (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

* (refactor) OTEL - use safe_set_attribute for setting attributes (#6226)

* otel - use safe_set_attribute for setting attributes

* fix OTEL only use safe_set_attribute

* fix(allowed_model_region): allow us as allowed region

---------

Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>

* fix(litellm_pre_call_utils.py): support 'us' region routing + fix header forwarding to filter on `x-` headers

* docs(customer_routing.md): fix region-based routing example

* feat(azure.py): handle empty arguments function call - azure

Closes https://github.com/BerriAI/litellm/issues/6241

* feat(guardrails_ai.py): support guardrails ai integration

Adds support for on-prem guardrails via guardrails ai

* fix(proxy/utils.py): prevent sql injection attack

Fixes https://huntr.com/bounties/a4f6d357-5b44-4e00-9cac-f1cc351211d2

* fix: fix linting errors

* fix(litellm_pre_call_utils.py): don't log litellm api key in proxy server request headers

* fix(litellm_pre_call_utils.py): don't forward stainless headers

* docs(guardrails_ai.md): add guardrails ai quick start to docs

* test: handle flaky test

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
Co-authored-by: Marcus Elwin <marcus@elwin.com>
2024-10-16 07:32:06 -07:00
Ishaan Jaff
fc5b75d171
(router testing) Add testing coverage for run_async_fallback and run_sync_fallback (#6256)
* add type hints for run_async_fallback

* fix async fallback doc string

* test run_async_fallback
2024-10-16 16:16:17 +05:30
Ishaan Jaff
97ba4eea7d
(refactor) sync caching - use LLMCachingHandler class for get_cache (#6249)
* caching - use _sync_set_cache

* add sync _sync_add_streaming_response_to_cache

* use caching class for cache storage

* fix use _sync_get_cache

* fix circular import

* use _update_litellm_logging_obj_environment

* use one helper for _process_async_embedding_cached_response

* fix _is_call_type_supported_by_cache

* fix checking cache

* fix sync get cache

* fix use _combine_cached_embedding_response_with_api_result

* fix _update_litellm_logging_obj_environment

* adjust test_redis_cache_acompletion_stream_bedrock
2024-10-16 12:33:49 +05:30
Ishaan Jaff
183bd5d873
(testing - litellm.Router ) add unit test coverage for pattern matching / wildcard routing (#6250)
* add testing coverage for pattern match router

* fix add_pattern

* fix typo on router_cooldown_event_callback

* add testing for pattern match router

* fix add explanation for pattern match router
2024-10-16 11:58:05 +05:30
Ishaan Jaff
6909d8e11b
fix arize handle optional params (#6243) 2024-10-16 08:33:40 +05:30
Ishaan Jaff
1994100028
(fix) prompt caching cost calculation OpenAI, Azure OpenAI (#6231)
* fix prompt caching cost calculation

* fix testing for prompt cache cost calc
2024-10-15 18:55:31 +05:30
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
1eb435e50a
test(router_code_coverage.py): check if all router functions are dire… (#6186)
* test(router_code_coverage.py): check if all router functions are directly tested

prevent regressions

* docs(configs.md): document all environment variables (#6185)

* docs: make it easier to find anthropic/openai prompt caching doc

* aded codecov yml (#6207)

* fix codecov.yaml

* run ci/cd again

* (refactor) caching use LLMCachingHandler for async_get_cache and set_cache  (#6208)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* fix test_embedding_caching_azure_individual_items_reordered

* (feat) prometheus have well defined latency buckets (#6211)

* fix prometheus have well defined latency buckets

* use a well define latency bucket

* use types file for prometheus logging

* add test for LATENCY_BUCKETS

* fix prom testing

* fix config.yml

* (refactor caching) use LLMCachingHandler for caching streaming responses  (#6210)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* bump (#6187)

* update code cov yaml

* fix config.yml

* add caching component to code cov

* fix config.yml ci/cd

* add coverage for proxy auth

* (refactor caching) use common `_retrieve_from_cache` helper  (#6212)

* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* refactor async set stream cache

* fix linting

* refactor - use _retrieve_from_cache

* refactor use _convert_cached_result_to_model_response

* fix linting errors

* bump: version 1.49.2 → 1.49.3

* fix code cov components

* test(test_router_helpers.py): add router component unit tests

* test: add additional router tests

* test: add more router testing

* test: add more router testing + more mock functions

* ci(router_code_coverage.py): fix check

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: yujonglee <yujonglee.dev@gmail.com>
2024-10-14 22:44:00 -07:00
Krish Dholakia
39486e2003
Litellm dev 10 14 2024 (#6221)
* fix(__init__.py): expose DualCache, RedisCache, InMemoryCache on root

abstract internal file refactors from impacting users

* feat(utils.py): handle invalid openai parallel tool calling response

Fixes https://community.openai.com/t/model-tries-to-call-unknown-function-multi-tool-use-parallel/490653

* docs(bedrock.md): clarify all bedrock models are supported

Closes https://github.com/BerriAI/litellm/issues/6168#issuecomment-2412082236
2024-10-14 22:11:14 -07:00
Ishaan Jaff
cda0a993e2
fix importing Cache from litellm (#6219) 2024-10-15 08:47:23 +05:30
Ishaan Jaff
d0a3052937
(refactor router.py ) - PR 3 - Ensure all functions under 100 lines (#6181)
* add flake 8 check

* split up litellm _acompletion

* fix get model client

* refactor use commong func to add metadata to kwargs

* use common func to get timeout

* re-use helper to _get_async_model_client

* use _handle_mock_testing_rate_limit_error

* fix docstring for _handle_mock_testing_rate_limit_error

* fix function_with_retries

* use helper for mock testing fallbacks

* router - use 1 func for simple_shuffle

* add doc string for simple_shuffle

* use 1 function for filtering cooldown deployments

* fix use common helper to _get_fallback_model_group_from_fallbacks
2024-10-14 21:27:54 +05:30
Ishaan Jaff
603299e3c8
(feat) prometheus have well defined latency buckets (#6211)
* fix prometheus have well defined latency buckets

* use a well define latency bucket

* use types file for prometheus logging

* add test for LATENCY_BUCKETS
2024-10-14 17:16:01 +05:30
Ishaan Jaff
4d1b4beb3d
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)
* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* fix test_embedding_caching_azure_individual_items_reordered
2024-10-14 16:34:01 +05:30
Ishaan Jaff
20e50d7002 run ci/cd again 2024-10-14 11:50:42 +05:30
Krish Dholakia
15b44c3221
docs(configs.md): document all environment variables (#6185) 2024-10-13 09:57:03 -07:00
Krish Dholakia
fc13c023b7
build(config.yml): add codecov to repo (#6172)
* build(config.yml): add codecov to repo

ensures all commits have testing coverage

* build(config.yml): fix ci config

* build: fix .yml

* build(config.yml): fix ci/cd

* ci(config.yml): specify module to measure code coverage for

* ci(config.yml): update config.yml version

* ci: trigger new run

* ci(config.yml): store combine

* build(config.yml): check files before combine

* ci(config.yml): fix check

* ci(config.yml): add codecov coverage to ci/cd

* ci(config.yml): add codecov to router tests

* ci(config.yml): wait for router testing to complete before running codecov upload

* ci(config.yml): handle multiple coverage.xml's

* fix(router.py): cleanup print stack

* ci(config.yml): fix config

* ci(config.yml): fix config
2024-10-12 14:48:17 -07:00
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
Ishaan Jaff
80ecf0829c
(fix) provider wildcard routing - when models specificed without provider prefix (#6173)
* fix wildcard routing scenario

* fix pattern matching hits
2024-10-12 16:01:21 +05:30
Ishaan Jaff
b032e898c2
(fix) batch_completion fails with bedrock due to extraneous [max_workers] key (#6176)
* fix batch_completion

* fix import batch completion

* fix batch completion usage
2024-10-12 14:10:24 +05:30
Krish Dholakia
11f9df923a
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>
2024-10-11 23:04:36 -07:00
Ishaan Jaff
91ecb36277 Revert "(perf) move s3 logging to Batch logging + async [94% faster perf under 100 RPS on 1 litellm instance] (#6165)"
This reverts commit 2a5624af47.
2024-10-12 07:08:30 +05:30
Ishaan Jaff
2a5624af47
(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
2024-10-11 19:49:03 +05:30
Jacques Verré
4064bfc6dd
[Feat] Observability integration - Opik by Comet (#6062)
* Added Opik logging and evaluation

* Updated doc examples

* Default tags should be [] in case appending

* WIP

* Work in progress

* Opik integration

* Opik integration

* Revert changes on litellm_logging.py

* Updated Opik integration for synchronous API calls

* Updated Opik documentation

---------

Co-authored-by: Douglas Blank <doug@comet.com>
Co-authored-by: Doug Blank <doug.blank@gmail.com>
2024-10-10 18:27:50 +05:30
Ishaan Jaff
89506053a4
(feat) use regex pattern matching for wildcard routing (#6150)
* use pattern matching for llm deployments

* code quality fix

* fix linting

* add types to PatternMatchRouter

* docs add example config for regex patterns
2024-10-10 18:24:16 +05:30
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
Ishaan Jaff
1fd437e263
(feat proxy) [beta] add support for organization role based access controls (#6112)
* track LiteLLM_OrganizationMembership

* add add_internal_user_to_organization

* add org membership to schema

* read organization membership when reading user info in auth checks

* add check for valid organization_id

* add test for test_create_new_user_in_organization

* test test_create_new_user_in_organization

* add new ADMIN role

* add test for org admins creating teams

* add test for test_org_admin_create_user_permissions

* test_org_admin_create_user_team_wrong_org_permissions

* test_org_admin_create_user_team_wrong_org_permissions

* fix organization_role_based_access_check

* fix getting user members

* fix TeamBase

* fix types used for use role

* fix type checks

* sync prisma schema

* docs - organization admins

* fix use organization_endpoints for /organization management

* add types for org member endpoints

* fix role name for org admin

* add type for member add response

* add organization/member_add

* add error handling for adding members to an org

* add nice doc string for oranization/member_add

* fix test_create_new_user_in_organization

* linting fix

* use simple route changes

* fix types

* add organization member roles

* add org admin auth checks

* add auth checks for orgs

* test for creating teams as org admin

* simplify org id usage

* fix typo

* test test_org_admin_create_user_team_wrong_org_permissions

* fix type check issue

* code quality fix

* fix schema.prisma
2024-10-09 15:18:18 +05:30
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
Ishaan Jaff
92a1924112 trigger ci/cd run 2024-10-08 20:16:37 +05:30
Ishaan Jaff
d1760b1b04
(fix) clean up root repo - move entrypoint.sh and build_admin_ui to /docker (#6110)
* fix move docker files to docker folders

* move check file length

* fix docker hub deploy

* fix clean up root

* fix circle ci config
2024-10-08 11:34:43 +05:30
Krish Dholakia
6729c9ca7f
LiteLLM Minor Fixes & Improvements (10/07/2024) (#6101)
* fix(utils.py): support dropping temperature param for azure o1 models

* fix(main.py): handle azure o1 streaming requests

o1 doesn't support streaming, fake it to ensure code works as expected

* feat(utils.py): expose `hosted_vllm/` endpoint, with tool handling for vllm

Fixes https://github.com/BerriAI/litellm/issues/6088

* refactor(internal_user_endpoints.py): cleanup unused params + update docstring

Closes https://github.com/BerriAI/litellm/issues/6100

* fix(main.py): expose custom image generation api support

Fixes https://github.com/BerriAI/litellm/issues/6097

* fix: fix linting errors

* docs(custom_llm_server.md): add docs on custom api for image gen calls

* fix(types/utils.py): handle dict type

* fix(types/utils.py): fix linting errors
2024-10-07 22:17:22 -07:00
Ishaan Jaff
2c8bba293f
(bug fix) TTL not being set for embedding caching requests (#6095)
* fix ttl for cache pipeline settings

* add test for caching

* add test for setting ttls on redis caching
2024-10-07 15:53:18 +05:30
Ishaan Jaff
a7628317cd
(proxy ui) - fix view user pagination (#6094)
* ui - fix view user pagination

* add new internal user test
2024-10-07 12:31:55 +05:30
Krish Dholakia
49d8b2be46
fix(utils.py): fix fix pydantic obj to schema creation for vertex en… (#6071)
* fix(utils.py): fix  fix pydantic obj to schema creation for vertex endpoints

Fixes https://github.com/BerriAI/litellm/issues/6027

* test(test_completion.pyu): skip test - avoid hitting gemini rate limits

* fix(common_utils.py): fix ruff linting error
2024-10-06 00:25:55 -04:00
Krish Dholakia
04e5963b65
Litellm expose disable schema update flag (#6085)
* fix: enable new 'disable_prisma_schema_update' flag

* build(config.yml): remove setup remote docker step

* ci(config.yml): give container time to start up

* ci(config.yml): update test

* build(config.yml): actually start docker

* build(config.yml): simplify grep check

* fix(prisma_client.py): support reading disable_schema_update via env vars

* ci(config.yml): add test to check if all general settings are documented

* build(test_General_settings.py): check available dir

* ci: check ../ repo path

* build: check ./

* build: fix test
2024-10-05 21:26:51 -04:00
Krish Dholakia
f2c0a31e3c
LiteLLM Minor Fixes & Improvements (10/05/2024) (#6083)
* docs(prompt_caching.md): add prompt caching cost calc example to docs

* docs(prompt_caching.md): add proxy examples to docs

* feat(utils.py): expose new helper `supports_prompt_caching()` to check if a model supports prompt caching

* docs(prompt_caching.md): add docs on checking model support for prompt caching

* build: fix invalid json
2024-10-05 18:59:11 -04:00
Krish Dholakia
fac3b2ee42
Add pyright to ci/cd + Fix remaining type-checking errors (#6082)
* fix: fix type-checking errors

* fix: fix additional type-checking errors

* fix: additional type-checking error fixes

* fix: fix additional type-checking errors

* fix: additional type-check fixes

* fix: fix all type-checking errors + add pyright to ci/cd

* fix: fix incorrect import

* ci(config.yml): use mypy on ci/cd

* fix: fix type-checking errors in utils.py

* fix: fix all type-checking errors on main.py

* fix: fix mypy linting errors

* fix(anthropic/cost_calculator.py): fix linting errors

* fix: fix mypy linting errors

* fix: fix linting errors
2024-10-05 17:04:00 -04:00
Ishaan Jaff
3cb04480fb
(code clean up) use a folder for gcs bucket logging + add readme in folder (#6080)
* refactor gcs bucket

* add readme
2024-10-05 16:58:10 +05:30
Ishaan Jaff
ab0b536143
(feat) add azure openai cost tracking for prompt caching (#6077)
* add azure o1 models to model cost map

* add azure o1 cost tracking

* fix azure cost calc

* add get llm provider test
2024-10-05 15:04:18 +05:30
Ishaan Jaff
3682f661d8
(feat) add cost tracking for OpenAI prompt caching (#6055)
* add cache_read_input_token_cost for prompt caching models

* add prompt caching for latest models

* add openai cost calculator

* add openai prompt caching test

* fix lint check

* add not on how usage._cache_read_input_tokens is used

* fix cost calc whisper openai

* use output_cost_per_second

* add input_cost_per_second
2024-10-05 14:20:15 +05:30
Ishaan Jaff
c84cfe977e
(feat) add /key/health endpoint to test key based logging (#6073)
* add /key/health endpoint

* add /key/health endpoint

* fix return from /key/health

* update doc string

* fix doc string for /key/health

* add test for /key/health

* fix linting

* docs /key/health
2024-10-05 11:56:55 +05:30