Krish Dholakia
3a6ba0b955
Litellm perf improvements 3 ( #6573 )
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* 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
2024-11-05 03:51:26 +05:30
Krish Dholakia
44e7ffd05c
(perf) Litellm redis router fix - ~100ms improvement ( #6483 )
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* 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
2024-10-29 13:58:29 -07:00
Krish Dholakia
4f8a3fd4cf
redis otel tracing + async support for latency routing ( #6452 )
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* 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
2024-10-28 21:52:12 -07:00
Krish Dholakia
e22e8d24ef
Litellm router code coverage 3 ( #6274 )
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* 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
Krish Dholakia
54ebdbf7ce
LiteLLM Minor Fixes & Improvements (10/15/2024) ( #6242 )
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* 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
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
Ishaan Jaff
80ecf0829c
(fix) provider wildcard routing - when models specificed without provider prefix ( #6173 )
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* fix wildcard routing scenario
* fix pattern matching hits
2024-10-12 16:01:21 +05:30
Ishaan Jaff
89506053a4
(feat) use regex pattern matching for wildcard routing ( #6150 )
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* 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
d57be47b0f
Litellm ruff linting enforcement ( #5992 )
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* ci(config.yml): add a 'check_code_quality' step
Addresses https://github.com/BerriAI/litellm/issues/5991
* ci(config.yml): check why circle ci doesn't pick up this test
* ci(config.yml): fix to run 'check_code_quality' tests
* fix(__init__.py): fix unprotected import
* fix(__init__.py): don't remove unused imports
* build(ruff.toml): update ruff.toml to ignore unused imports
* fix: fix: ruff + pyright - fix linting + type-checking errors
* fix: fix linting errors
* fix(lago.py): fix module init error
* fix: fix linting errors
* ci(config.yml): cd into correct dir for checks
* fix(proxy_server.py): fix linting error
* fix(utils.py): fix bare except
causes ruff linting errors
* fix: ruff - fix remaining linting errors
* fix(clickhouse.py): use standard logging object
* fix(__init__.py): fix unprotected import
* fix: ruff - fix linting errors
* fix: fix linting errors
* ci(config.yml): cleanup code qa step (formatting handled in local_testing)
* fix(_health_endpoints.py): fix ruff linting errors
* ci(config.yml): just use ruff in check_code_quality pipeline for now
* build(custom_guardrail.py): include missing file
* style(embedding_handler.py): fix ruff check
2024-10-01 19:44:20 -04:00
Krrish Dholakia
81d6c5e5a5
fix(router.py): skip setting model_group response headers for now
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current implementation increases redis cache calls by 3x
2024-09-28 21:08:15 -07:00
Krrish Dholakia
b0eff0b84f
fix(router.py): handle setting response headers during retries
2024-09-28 21:08:15 -07:00
Krrish Dholakia
3560f0ef2c
refactor: move all testing to top-level of repo
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Closes https://github.com/BerriAI/litellm/issues/486
2024-09-28 21:08:14 -07:00
