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b5850b6b653cb9a70057548ae029686b5d94de41
24
Commits
| Author | SHA1 | Message | Date | |
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 Krish DholakiaandGitHub
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513b1904ab |
Add attempted-retries and timeout values to response headers + more testing (#7926)
* feat(router.py): add retry headers to response makes it easy to add testing to ensure model-specific retries are respected * fix(add_retry_headers.py): clarify attempted retries vs. max retries * test(test_fallbacks.py): add test for checking if max retries set for model is respected * test(test_fallbacks.py): assert values for attempted retries and max retries are as expected * fix(utils.py): return timeout in litellm proxy response headers * test(test_fallbacks.py): add test to assert model specific timeout used on timeout error * test: add bad model with timeout to proxy * fix: fix linting error * fix(router.py): fix get model list from model alias * test: loosen test restriction - account for other events on proxy |
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Krish DholakiaandGitHub
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4b23420a20 |
Litellm dev 01 20 2025 p1 (#7884)
* fix(initial-test-to-return-api-timeout-value-in-openai-timeout-exception): Makes it easier for user to debug why request timed out * feat(openai.py): return timeout value + time taken on openai timeout errors helps debug timeout errors * fix(utils.py): fix num retries extraction logic when num_retries = 0 * fix(config_settings.md): litellm_logging.py support printing payload to console if 'LITELLM_PRINT_STANDARD_LOGGING_PAYLOAD' is true Enables easier debug * test(test_auth_checks.py'): remove common checks userapikeyauth enforcement check * fix(litellm_logging.py): fix linting error |
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Krish DholakiaandGitHub
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80f7af510b |
Improve Proxy Resiliency: Cooldown single-deployment model groups if 100% calls failed in high traffic (#7823)
* refactor(_is_cooldown_required): move '_is_cooldown_required' into cooldown_handlers.py * refactor(cooldown_handlers.py): move cooldown constants into `.constants.py` * fix(cooldown_handlers.py): remove if single deployment don't cooldown logic move to traffic based cooldown logic Addresses https://github.com/BerriAI/litellm/issues/7822 * fix: add unit tests for '_should_cooldown_deployment' * test: ensure all tests pass * test: update test * fix(cooldown_handlers.py): don't cooldown single deployment models for anything besides traffic related errors * fix(cooldown_handlers.py): fix cooldown handler logic * fix(cooldown_handlers.py): fix check |
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Krish DholakiaandGitHub
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fef7839e8a |
Litellm dev 01 06 2025 p1 (#7594)
* fix(custom_logger.py): expose new 'async_get_chat_completion_prompt' event hook * fix(custom_logger.py): langfuse_prompt_management.py remove 'headers' from custom logger 'async_get_chat_completion_prompt' and 'get_chat_completion_prompt' event hooks * feat(router.py): expose new function for prompt management based routing * feat(router.py): partial working router prompt factory logic allows load balanced model to be used for model name w/ langfuse prompt management call * feat(router.py): fix prompt management with load balanced model group * feat(langfuse_prompt_management.py): support reading in openai params from langfuse enables user to define optional params on langfuse vs. client code * test(test_Router.py): add unit test for router based langfuse prompt management * fix: fix linting errors |
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Krish DholakiaandGitHub
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4c7a3931b7 |
Litellm dev 12 19 2024 p2 (#7315)
* fix(proxy_server.py): only update k,v pair if v is not empty/null Fixes https://github.com/BerriAI/litellm/issues/6787 * test(test_router.py): cleanup duplicate calls * test: add new test stream options drop params test * test: update optional params / stream options test to test for vertex ai mistral route specifically Addresses https://github.com/BerriAI/litellm/issues/7309 * fix(proxy_server.py): fix linting errors * fix: fix linting errors |
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Ishaan JaffandGitHub
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c7f14e936a |
(code quality) run ruff rule to ban unused imports (#7313)
* remove unused imports * fix AmazonConverseConfig * fix test * fix import * ruff check fixes * test fixes * fix testing * fix imports |
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0c0498dd60 |
Litellm dev 12 07 2024 (#7086)
* fix(main.py): support passing max retries to azure/openai embedding integrations Fixes https://github.com/BerriAI/litellm/issues/7003 * feat(team_endpoints.py): allow updating team model aliases Closes https://github.com/BerriAI/litellm/issues/6956 * feat(router.py): allow specifying model id as fallback - skips any cooldown check Allows a default model to be checked if all models in cooldown s/o @micahjsmith * docs(reliability.md): add fallback to specific model to docs * fix(utils.py): new 'is_prompt_caching_valid_prompt' helper util Allows user to identify if messages/tools have prompt caching Related issue: https://github.com/BerriAI/litellm/issues/6784 * feat(router.py): store model id for prompt caching valid prompt Allows routing to that model id on subsequent requests * fix(router.py): only cache if prompt is valid prompt caching prompt prevents storing unnecessary items in cache * feat(router.py): support routing prompt caching enabled models to previous deployments Closes https://github.com/BerriAI/litellm/issues/6784 * test: fix linting errors * feat(databricks/): convert basemodel to dict and exclude none values allow passing pydantic message to databricks * fix(utils.py): ensure all chat completion messages are dict * (feat) Track `custom_llm_provider` in LiteLLMSpendLogs (#7081) * add custom_llm_provider to SpendLogsPayload * add custom_llm_provider to SpendLogs * add custom llm provider to SpendLogs payload * test_spend_logs_payload * Add MLflow to the side bar (#7031) Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * (bug fix) SpendLogs update DB catch all possible DB errors for retrying (#7082) * catch DB_CONNECTION_ERROR_TYPES * fix DB retry mechanism for SpendLog updates * use DB_CONNECTION_ERROR_TYPES in auth checks * fix exp back off for writing SpendLogs * use _raise_failed_update_spend_exception to ensure errors print as NON blocking * test_update_spend_logs_multiple_batches_with_failure * (Feat) Add StructuredOutputs support for Fireworks.AI (#7085) * fix model cost map fireworks ai "supports_response_schema": true, * fix supports_response_schema * fix map openai params fireworks ai * test_map_response_format * test_map_response_format * added deepinfra/Meta-Llama-3.1-405B-Instruct (#7084) * bump: version 1.53.9 → 1.54.0 * fix deepinfra * litellm db fixes LiteLLM_UserTable (#7089) * ci/cd queue new release * fix llama-3.3-70b-versatile * refactor - use consistent file naming convention `AI21/` -> `ai21` (#7090) * fix refactor - use consistent file naming convention * ci/cd run again * fix naming structure * fix use consistent naming (#7092) --------- Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: Yuki Watanabe <31463517+B-Step62@users.noreply.github.com> Co-authored-by: ali sayyah <ali.sayyah2@gmail.com> |
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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> |
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Krish DholakiaandGitHub
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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
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Krrish Dholakia
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50d2510b60 | test: cleanup mistral model | ||
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Krish DholakiaandGitHub
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0c204d33bc |
LiteLLM Minor Fixes & Improvements (11/06/2024) (#6624)
* refactor(proxy_server.py): add debug logging around license check event (refactor position in startup_event logic) * fix(proxy/_types.py): allow admin_allowed_routes to be any str * fix(router.py): raise 400-status code error for no 'model_name' error on router Fixes issue with status code when unknown model name passed with pattern matching enabled * fix(converse_handler.py): add claude 3-5 haiku to bedrock converse models * test: update testing to replace claude-instant-1.2 * fix(router.py): fix router.moderation calls * test: update test to remove claude-instant-1 * fix(router.py): support model_list values in router.moderation * test: fix test * test: fix test |
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Krish DholakiaGitHubVsevolod Karvetskiysevadependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>Emmanuel FerdmanIshaan Jaffpaul-gauthierJacob Hagstedt P SuorraJacob Hagstedt |
136693cac4 |
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
* fix(pattern_matching_router.py): update model name using correct function * fix(langfuse.py): metadata deepcopy can cause unhandled error (#6563) Co-authored-by: seva <seva@inita.com> * fix(stream_chunk_builder_utils.py): correctly set prompt tokens + log correct streaming usage Closes https://github.com/BerriAI/litellm/issues/6488 * build(deps): bump cookie and express in /docs/my-website (#6566) Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together. Updates `cookie` from 0.6.0 to 0.7.1 - [Release notes](https://github.com/jshttp/cookie/releases) - [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1) Updates `express` from 4.20.0 to 4.21.1 - [Release notes](https://github.com/expressjs/express/releases) - [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md) - [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1) --- updated-dependencies: - dependency-name: cookie dependency-type: indirect - dependency-name: express dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * docs(virtual_keys.md): update Dockerfile reference (#6554) Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> * (proxy fix) - call connect on prisma client when running setup (#6534) * critical fix - call connect on prisma client when running setup * fix test_proxy_server_prisma_setup * fix test_proxy_server_prisma_setup * Add 3.5 haiku (#6588) * feat: add claude-3-5-haiku-20241022 entries * feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models * add missing entries, remove vision * remove image token costs * Litellm perf improvements 3 (#6573) * perf: move writing key to cache, to background task * perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils adds 200ms on calls with pgdb connected * fix(litellm_pre_call_utils.py'): rename call_type to actual call used * perf(proxy_server.py): remove db logic from _get_config_from_file was causing db calls to occur on every llm request, if team_id was set on key * fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db reduces latency/call by ~100ms * fix(proxy_server.py): minor fix on existing_settings not incl alerting * fix(exception_mapping_utils.py): map databricks exception string * fix(auth_checks.py): fix auth check logic * test: correctly mark flaky test * fix(utils.py): handle auth token error for tokenizers.from_pretrained * build: fix map * build: fix map * build: fix json for model map * fix ImageObject conversion (#6584) * (fix) litellm.text_completion raises a non-blocking error on simple usage (#6546) * unit test test_huggingface_text_completion_logprobs * fix return TextCompletionHandler convert_chat_to_text_completion * fix hf rest api * fix test_huggingface_text_completion_logprobs * fix linting errors * fix importLiteLLMResponseObjectHandler * fix test for LiteLLMResponseObjectHandler * fix test text completion * fix allow using 15 seconds for premium license check * testing fix bedrock deprecated cohere.command-text-v14 * (feat) add `Predicted Outputs` for OpenAI (#6594) * bump openai to openai==1.54.0 * add 'prediction' param * testing fix bedrock deprecated cohere.command-text-v14 * test test_openai_prediction_param.py * test_openai_prediction_param_with_caching * doc Predicted Outputs * doc Predicted Output * (fix) Vertex Improve Performance when using `image_url` (#6593) * fix transformation vertex * test test_process_gemini_image * test_image_completion_request * testing fix - bedrock has deprecated cohere.command-text-v14 * fix vertex pdf * bump: version 1.51.5 → 1.52.0 * fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check (#6577) * fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check * fix(lowest_tpm_rpm_v2.py): return headers in correct format * test: update test * build(deps): bump cookie and express in /docs/my-website (#6566) Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together. Updates `cookie` from 0.6.0 to 0.7.1 - [Release notes](https://github.com/jshttp/cookie/releases) - [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1) Updates `express` from 4.20.0 to 4.21.1 - [Release notes](https://github.com/expressjs/express/releases) - [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md) - [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1) --- updated-dependencies: - dependency-name: cookie dependency-type: indirect - dependency-name: express dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * docs(virtual_keys.md): update Dockerfile reference (#6554) Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> * (proxy fix) - call connect on prisma client when running setup (#6534) * critical fix - call connect on prisma client when running setup * fix test_proxy_server_prisma_setup * fix test_proxy_server_prisma_setup * Add 3.5 haiku (#6588) * feat: add claude-3-5-haiku-20241022 entries * feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models * add missing entries, remove vision * remove image token costs * Litellm perf improvements 3 (#6573) * perf: move writing key to cache, to background task * perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils adds 200ms on calls with pgdb connected * fix(litellm_pre_call_utils.py'): rename call_type to actual call used * perf(proxy_server.py): remove db logic from _get_config_from_file was causing db calls to occur on every llm request, if team_id was set on key * fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db reduces latency/call by ~100ms * fix(proxy_server.py): minor fix on existing_settings not incl alerting * fix(exception_mapping_utils.py): map databricks exception string * fix(auth_checks.py): fix auth check logic * test: correctly mark flaky test * fix(utils.py): handle auth token error for tokenizers.from_pretrained * build: fix map * build: fix map * build: fix json for model map * test: remove eol model * fix(proxy_server.py): fix db config loading logic * fix(proxy_server.py): fix order of config / db updates, to ensure fields not overwritten * test: skip test if required env var is missing * test: fix test --------- Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com> * test: mark flaky test * test: handle anthropic api instability * test(test_proxy_utils.py): add testing for db config update logic * Update setuptools in docker and fastapi to latest verison, in order to upgrade starlette version (#6597) * build(deps): bump cookie and express in /docs/my-website (#6566) Bumps [cookie](https://github.com/jshttp/cookie) and [express](https://github.com/expressjs/express). These dependencies needed to be updated together. Updates `cookie` from 0.6.0 to 0.7.1 - [Release notes](https://github.com/jshttp/cookie/releases) - [Commits](https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.1) Updates `express` from 4.20.0 to 4.21.1 - [Release notes](https://github.com/expressjs/express/releases) - [Changelog](https://github.com/expressjs/express/blob/4.21.1/History.md) - [Commits](https://github.com/expressjs/express/compare/4.20.0...4.21.1) --- updated-dependencies: - dependency-name: cookie dependency-type: indirect - dependency-name: express dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * docs(virtual_keys.md): update Dockerfile reference (#6554) Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> * (proxy fix) - call connect on prisma client when running setup (#6534) * critical fix - call connect on prisma client when running setup * fix test_proxy_server_prisma_setup * fix test_proxy_server_prisma_setup * Add 3.5 haiku (#6588) * feat: add claude-3-5-haiku-20241022 entries * feat: add claude-3-5-haiku-20241022 and vertex_ai/claude-3-5-haiku@20241022 models * add missing entries, remove vision * remove image token costs * Litellm perf improvements 3 (#6573) * perf: move writing key to cache, to background task * perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils adds 200ms on calls with pgdb connected * fix(litellm_pre_call_utils.py'): rename call_type to actual call used * perf(proxy_server.py): remove db logic from _get_config_from_file was causing db calls to occur on every llm request, if team_id was set on key * fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db reduces latency/call by ~100ms * fix(proxy_server.py): minor fix on existing_settings not incl alerting * fix(exception_mapping_utils.py): map databricks exception string * fix(auth_checks.py): fix auth check logic * test: correctly mark flaky test * fix(utils.py): handle auth token error for tokenizers.from_pretrained * build: fix map * build: fix map * build: fix json for model map * fix ImageObject conversion (#6584) * (fix) litellm.text_completion raises a non-blocking error on simple usage (#6546) * unit test test_huggingface_text_completion_logprobs * fix return TextCompletionHandler convert_chat_to_text_completion * fix hf rest api * fix test_huggingface_text_completion_logprobs * fix linting errors * fix importLiteLLMResponseObjectHandler * fix test for LiteLLMResponseObjectHandler * fix test text completion * fix allow using 15 seconds for premium license check * testing fix bedrock deprecated cohere.command-text-v14 * (feat) add `Predicted Outputs` for OpenAI (#6594) * bump openai to openai==1.54.0 * add 'prediction' param * testing fix bedrock deprecated cohere.command-text-v14 * test test_openai_prediction_param.py * test_openai_prediction_param_with_caching * doc Predicted Outputs * doc Predicted Output * (fix) Vertex Improve Performance when using `image_url` (#6593) * fix transformation vertex * test test_process_gemini_image * test_image_completion_request * testing fix - bedrock has deprecated cohere.command-text-v14 * fix vertex pdf * bump: version 1.51.5 → 1.52.0 * Update setuptools in docker and fastapi to latest verison, in order to upgrade starlette version --------- Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com> Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com> Co-authored-by: Jacob Hagstedt <wcgs@novonordisk.com> * fix(langfuse.py): fix linting errors * fix: fix linting errors * fix: fix casting error * fix: fix typing error * fix: add more tests * fix(utils.py): fix return_processed_chunk_logic * Revert "Update setuptools in docker and fastapi to latest verison, in order t…" (#6615) This reverts commit 1a7f7bdfb75df0efbc930b7f2e39febc80e97d5a. * docs fix clarify team_id on team based logging * doc fix team based logging with langfuse * fix flake8 checks * test: bump sleep time * refactor: replace claude-instant-1.2 with haiku in testing * fix(proxy_server.py): move to using sl payload in track_cost_callback * fix(proxy_server.py): fix linting errors * fix(proxy_server.py): fallback to kwargs(response_cost) if given * test: remove claude-instant-1 from tests * test: fix claude test * docs fix clarify team_id on team based logging * doc fix team based logging with langfuse * build: remove lint.yml --------- Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: Vsevolod Karvetskiy <56288164+karvetskiy@users.noreply.github.com> Co-authored-by: seva <seva@inita.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: paul-gauthier <69695708+paul-gauthier@users.noreply.github.com> Co-authored-by: Jacob Hagstedt P Suorra <Jacobh2@users.noreply.github.com> Co-authored-by: Jacob Hagstedt <wcgs@novonordisk.com> |
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Krish DholakiaandGitHub
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3a6ba0b955 |
Litellm perf improvements 3 (#6573)
* perf: move writing key to cache, to background task * perf(litellm_pre_call_utils.py): add otel tracing for pre-call utils adds 200ms on calls with pgdb connected * fix(litellm_pre_call_utils.py'): rename call_type to actual call used * perf(proxy_server.py): remove db logic from _get_config_from_file was causing db calls to occur on every llm request, if team_id was set on key * fix(auth_checks.py): add check for reducing db calls if user/team id does not exist in db reduces latency/call by ~100ms * fix(proxy_server.py): minor fix on existing_settings not incl alerting * fix(exception_mapping_utils.py): map databricks exception string * fix(auth_checks.py): fix auth check logic * test: correctly mark flaky test * fix(utils.py): handle auth token error for tokenizers.from_pretrained |
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Krish DholakiaandGitHub
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44e7ffd05c |
(perf) Litellm redis router fix - ~100ms improvement (#6483)
* docs(exception_mapping.md): add missing exception types Fixes https://github.com/Aider-AI/aider/issues/2120#issuecomment-2438971183 * fix(main.py): register custom model pricing with specific key Ensure custom model pricing is registered to the specific model+provider key combination * test: make testing more robust for custom pricing * fix(redis_cache.py): instrument otel logging for sync redis calls ensures complete coverage for all redis cache calls * refactor: pass parent_otel_span for redis caching calls in router allows for more observability into what calls are causing latency issues * test: update tests with new params * refactor: ensure e2e otel tracing for router * refactor(router.py): add more otel tracing acrosss router catch all latency issues for router requests * fix: fix linting error * fix(router.py): fix linting error * fix: fix test * test: fix tests * fix(dual_cache.py): pass ttl to redis cache * fix: fix param * perf(cooldown_cache.py): improve cooldown cache, to store cache results in memory for 5s, prevents redis call from being made on each request reduces 100ms latency per call with caching enabled on router * fix: fix test * fix(cooldown_cache.py): handle if a result is None * fix(cooldown_cache.py): add debug statements * refactor(dual_cache.py): move to using an in-memory check for batch get cache, to prevent redis from being hit for every call * fix(cooldown_cache.py): fix linting erropr |
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Krish DholakiaandGitHub
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4f8a3fd4cf |
redis otel tracing + async support for latency routing (#6452)
* docs(exception_mapping.md): add missing exception types Fixes https://github.com/Aider-AI/aider/issues/2120#issuecomment-2438971183 * fix(main.py): register custom model pricing with specific key Ensure custom model pricing is registered to the specific model+provider key combination * test: make testing more robust for custom pricing * fix(redis_cache.py): instrument otel logging for sync redis calls ensures complete coverage for all redis cache calls * refactor: pass parent_otel_span for redis caching calls in router allows for more observability into what calls are causing latency issues * test: update tests with new params * refactor: ensure e2e otel tracing for router * refactor(router.py): add more otel tracing acrosss router catch all latency issues for router requests * fix: fix linting error * fix(router.py): fix linting error * fix: fix test * test: fix tests * fix(dual_cache.py): pass ttl to redis cache * fix: fix param |
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Krish DholakiaandGitHub
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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 |
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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> |
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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> |
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Ishaan JaffandGitHub
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80ecf0829c |
(fix) provider wildcard routing - when models specificed without provider prefix (#6173)
* fix wildcard routing scenario * fix pattern matching hits |
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Ishaan JaffandGitHub
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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 |
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Krish DholakiaandGitHub
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d57be47b0f |
Litellm ruff linting enforcement (#5992)
* ci(config.yml): add a 'check_code_quality' step Addresses https://github.com/BerriAI/litellm/issues/5991 * ci(config.yml): check why circle ci doesn't pick up this test * ci(config.yml): fix to run 'check_code_quality' tests * fix(__init__.py): fix unprotected import * fix(__init__.py): don't remove unused imports * build(ruff.toml): update ruff.toml to ignore unused imports * fix: fix: ruff + pyright - fix linting + type-checking errors * fix: fix linting errors * fix(lago.py): fix module init error * fix: fix linting errors * ci(config.yml): cd into correct dir for checks * fix(proxy_server.py): fix linting error * fix(utils.py): fix bare except causes ruff linting errors * fix: ruff - fix remaining linting errors * fix(clickhouse.py): use standard logging object * fix(__init__.py): fix unprotected import * fix: ruff - fix linting errors * fix: fix linting errors * ci(config.yml): cleanup code qa step (formatting handled in local_testing) * fix(_health_endpoints.py): fix ruff linting errors * ci(config.yml): just use ruff in check_code_quality pipeline for now * build(custom_guardrail.py): include missing file * style(embedding_handler.py): fix ruff check |
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Krrish Dholakia
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81d6c5e5a5 |
fix(router.py): skip setting model_group response headers for now
current implementation increases redis cache calls by 3x |
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Krrish Dholakia
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b0eff0b84f | fix(router.py): handle setting response headers during retries | ||
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Krrish Dholakia
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3560f0ef2c |
refactor: move all testing to top-level of repo
Closes https://github.com/BerriAI/litellm/issues/486 |