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>

tests/local_testing/test_custom_callback_input.py

@@ -1385,9 +1385,9 @@ def test_logging_standard_payload_failure_call():
             resp = litellm.completion(
                 model="gpt-3.5-turbo",
                 messages=[{"role": "user", "content": "Hey, how's it going?"}],
-                mock_response="litellm.RateLimitError",
+                api_key="my-bad-api-key",
             )
-        except litellm.RateLimitError:
+        except litellm.AuthenticationError:
             pass
 
         mock_client.assert_called_once()
@@ -1401,6 +1401,7 @@ def test_logging_standard_payload_failure_call():
         standard_logging_object: StandardLoggingPayload = mock_client.call_args.kwargs[
             "kwargs"
         ]["standard_logging_object"]
+        assert "additional_headers" in standard_logging_object["hidden_params"]
 
 
 @pytest.mark.parametrize("stream", [True, False])