diff --git a/tests/test_litellm/llms/azure_ai/test_cost_calculator.py b/tests/test_litellm/llms/azure_ai/test_cost_calculator.py index aab8f8bf926..177483e55ce 100644 --- a/tests/test_litellm/llms/azure_ai/test_cost_calculator.py +++ b/tests/test_litellm/llms/azure_ai/test_cost_calculator.py @@ -273,12 +273,21 @@ def test_flat_cost_integration_with_completion_cost(self): def test_additional_costs_in_cost_breakdown(self): """Test that Azure Model Router flat cost appears in additional_costs dict.""" + from datetime import datetime from litellm.cost_calculator import completion_cost - from litellm.litellm_core_utils.litellm_logging import LitellmLoggingObject + from litellm.litellm_core_utils.litellm_logging import Logging from litellm.types.utils import Choices, Message, ModelResponse, Usage - # Create logging object - logging_obj = LitellmLoggingObject() + # Create logging object with required parameters + logging_obj = Logging( + model="azure-model-router", + messages=[{"role": "user", "content": "Hello"}], + stream=False, + call_type="completion", + start_time=datetime.now(), + litellm_call_id="test-123", + function_id="test-function" + ) # Create a mock response for azure_ai model router response = ModelResponse( diff --git a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py index 5c1b4cbd38e..7c34084a3af 100644 --- a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py @@ -335,11 +335,11 @@ def test_advanced_tool_use_header_translation_for_opus_4_5(): def test_advanced_tool_use_header_filtered_for_non_opus_4_5(): """ - Test that advanced-tool-use-2025-11-20 header is filtered out for non-Opus 4.5 models - without adding Bedrock-specific headers. + Test that advanced-tool-use-2025-11-20 header is filtered out for models that + don't support tool search on Bedrock, without adding Bedrock-specific headers. The translation to tool-search-tool-2025-10-19 and tool-examples-2025-10-29 should - only happen for Claude Opus 4.5. + only happen for Claude Opus 4.5 and Sonnet 4.5 (models that support tool search on Bedrock). """ from litellm.llms.bedrock.messages.invoke_transformations.anthropic_claude3_transformation import ( AmazonAnthropicClaudeMessagesConfig, @@ -360,9 +360,10 @@ def test_advanced_tool_use_header_filtered_for_non_opus_4_5(): "anthropic-beta": "advanced-tool-use-2025-11-20" } - # Test with Claude Sonnet 4.5 (not Opus 4.5) + # Test with Claude 3.5 Sonnet (which does NOT support tool search on Bedrock) + # Note: Only Claude Opus 4.5 and Sonnet 4.5 support tool search on Bedrock result = config.transform_anthropic_messages_request( - model="anthropic.claude-sonnet-4-5-20250929-v1:0", + model="anthropic.claude-3-5-sonnet-20241022-v2:0", messages=messages, anthropic_messages_optional_request_params=anthropic_messages_optional_request_params, litellm_params={}, @@ -374,11 +375,11 @@ def test_advanced_tool_use_header_filtered_for_non_opus_4_5(): assert "advanced-tool-use-2025-11-20" not in beta_headers, \ "advanced-tool-use header should be removed for Bedrock" - # Verify Bedrock-specific headers were NOT added (only for Opus 4.5) + # Verify Bedrock-specific headers were NOT added (only for Opus 4.5 and Sonnet 4.5) assert "tool-search-tool-2025-10-19" not in beta_headers, \ - "tool-search-tool should not be added for non-Opus 4.5 models" + "tool-search-tool should not be added for models that don't support tool search" assert "tool-examples-2025-10-29" not in beta_headers, \ - "tool-examples should not be added for non-Opus 4.5 models" + "tool-examples should not be added for models that don't support tool search" def test_advanced_tool_use_header_translation_with_multiple_beta_headers():