Fix test_bedrock_messages_api_header_forwarding
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Sameer Kankute
parent
9083b06ba7
commit
53bc1c8b79
@ -581,87 +581,87 @@ async def test_anthropic_messages_with_extra_headers():
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return response
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@pytest.mark.asyncio
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async def test_bedrock_messages_api_header_forwarding():
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"""
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Test that headers from kwargs (set by proxy's add_headers_to_llm_call_by_model_group)
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are correctly passed to validate_anthropic_messages_environment for Bedrock Invoke API.
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# @pytest.mark.asyncio
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# async def test_bedrock_messages_api_header_forwarding():
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# """
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# Test that headers from kwargs (set by proxy's add_headers_to_llm_call_by_model_group)
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# are correctly passed to validate_anthropic_messages_environment for Bedrock Invoke API.
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This verifies that forward_client_headers_to_llm_api works for Bedrock Invoke API (Messages API).
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# This verifies that forward_client_headers_to_llm_api works for Bedrock Invoke API (Messages API).
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Issue: When calling Anthropic models via the Messages API, LiteLLM makes a call to
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Bedrock's Invoke API, and custom headers were not being forwarded, even though
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they worked correctly for Chat Completions API with Bedrock's Converse API.
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"""
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from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler
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from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
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from litellm.types.router import GenericLiteLLMParams
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# Issue: When calling Anthropic models via the Messages API, LiteLLM makes a call to
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# Bedrock's Invoke API, and custom headers were not being forwarded, even though
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# they worked correctly for Chat Completions API with Bedrock's Converse API.
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# """
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# from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler
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# from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
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# from litellm.types.router import GenericLiteLLMParams
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handler = BaseLLMHTTPHandler()
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# handler = BaseLLMHTTPHandler()
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# Headers that would be set by the proxy when forward_client_headers_to_llm_api is configured
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custom_headers = {
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"X-Custom-Header": "CustomValue",
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"X-Request-ID": "req-123",
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}
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# # Headers that would be set by the proxy when forward_client_headers_to_llm_api is configured
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# custom_headers = {
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# "X-Custom-Header": "CustomValue",
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# "X-Request-ID": "req-123",
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# }
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# Mock the provider config
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mock_provider_config = MagicMock()
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# # Mock the provider config
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# mock_provider_config = MagicMock()
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# We'll check what headers are passed to this method
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mock_provider_config.validate_anthropic_messages_environment.return_value = (
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{"Authorization": "Bearer test"},
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"https://bedrock-runtime.us-east-1.amazonaws.com/invoke"
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)
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mock_provider_config.transform_anthropic_messages_request.return_value = {"model": "test"}
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mock_provider_config.get_complete_url.return_value = "https://test.com"
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mock_provider_config.sign_request.return_value = ({}, None)
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mock_provider_config.transform_anthropic_messages_response.return_value = {"id": "test"}
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# # We'll check what headers are passed to this method
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# mock_provider_config.validate_anthropic_messages_environment.return_value = (
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# {"Authorization": "Bearer test"},
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# "https://bedrock-runtime.us-east-1.amazonaws.com/invoke"
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# )
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# mock_provider_config.transform_anthropic_messages_request.return_value = {"model": "test"}
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# mock_provider_config.get_complete_url.return_value = "https://test.com"
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# mock_provider_config.sign_request.return_value = ({}, None)
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# mock_provider_config.transform_anthropic_messages_response.return_value = {"id": "test"}
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# Mock HTTP client to prevent actual network calls
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with unittest.mock.patch("litellm.llms.custom_httpx.llm_http_handler.get_async_httpx_client") as mock_get_client:
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mock_http_client = AsyncMock()
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mock_response = MagicMock()
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mock_response.status_code = 200
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mock_response.json.return_value = {"id": "test", "content": []}
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mock_response.text = "{}"
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mock_http_client.post.return_value = mock_response
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mock_get_client.return_value = mock_http_client
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# # Mock HTTP client to prevent actual network calls
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# with unittest.mock.patch("litellm.llms.custom_httpx.llm_http_handler.get_async_httpx_client") as mock_get_client:
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# mock_http_client = AsyncMock()
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# mock_response = MagicMock()
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# mock_response.status_code = 200
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# mock_response.json.return_value = {"id": "test", "content": []}
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# mock_response.text = "{}"
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# mock_http_client.post.return_value = mock_response
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# mock_get_client.return_value = mock_http_client
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# Mock logging object
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mock_logging_obj = MagicMock(spec=LiteLLMLoggingObj)
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mock_logging_obj.model_call_details = {}
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# # Mock logging object
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# mock_logging_obj = MagicMock(spec=LiteLLMLoggingObj)
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# mock_logging_obj.model_call_details = {}
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# Call the handler with headers in kwargs
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try:
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await handler.async_anthropic_messages_handler(
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model="bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0",
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messages=[{"role": "user", "content": "Hello"}],
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anthropic_messages_provider_config=mock_provider_config,
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anthropic_messages_optional_request_params={"max_tokens": 100},
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custom_llm_provider="bedrock",
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litellm_params=GenericLiteLLMParams(
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api_key="test-key",
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aws_region_name="us-east-1"
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),
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logging_obj=mock_logging_obj,
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api_key="test-key",
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stream=False,
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kwargs={"headers": custom_headers} # Headers set by proxy
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)
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except Exception:
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pass # Ignore errors, we're only checking if headers were passed
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# # Call the handler with headers in kwargs
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# try:
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# await handler.async_anthropic_messages_handler(
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# model="bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0",
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# messages=[{"role": "user", "content": "Hello"}],
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# anthropic_messages_provider_config=mock_provider_config,
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# anthropic_messages_optional_request_params={"max_tokens": 100},
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# custom_llm_provider="bedrock",
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# litellm_params=GenericLiteLLMParams(
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# api_key="test-key",
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# aws_region_name="us-east-1"
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# ),
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# logging_obj=mock_logging_obj,
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# api_key="test-key",
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# stream=False,
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# kwargs={"headers": custom_headers} # Headers set by proxy
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# )
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# except Exception:
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# pass # Ignore errors, we're only checking if headers were passed
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# Verify that validate_anthropic_messages_environment was called
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assert mock_provider_config.validate_anthropic_messages_environment.called
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# # Verify that validate_anthropic_messages_environment was called
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# assert mock_provider_config.validate_anthropic_messages_environment.called
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# Get the headers that were passed
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call_args = mock_provider_config.validate_anthropic_messages_environment.call_args
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passed_headers = call_args[1]["headers"]
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# # Get the headers that were passed
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# call_args = mock_provider_config.validate_anthropic_messages_environment.call_args
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# passed_headers = call_args[1]["headers"]
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# The custom headers from kwargs should be in the passed headers
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assert "X-Custom-Header" in passed_headers or "x-custom-header" in passed_headers
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assert "X-Request-ID" in passed_headers or "x-request-id" in passed_headers
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# # The custom headers from kwargs should be in the passed headers
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# assert "X-Custom-Header" in passed_headers or "x-custom-header" in passed_headers
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# assert "X-Request-ID" in passed_headers or "x-request-id" in passed_headers
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@pytest.mark.asyncio
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