From f1f0a0bacd5ce681d404264db2bcd27801d9d8ac Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 21 Jul 2026 23:15:37 -0700 Subject: [PATCH] fix(bedrock): emit Nova Sonic realtime session.created on connect and session.updated on session.update (#34133) --- litellm/llms/bedrock/realtime/handler.py | 26 ++ .../llms/bedrock/realtime/transformation.py | 45 ++-- pyproject.toml | 8 + .../llm_nonconversational.yaml | 2 +- ...me_e2e.py => test_realtime_bedrock_e2e.py} | 0 .../realtime/test_bedrock_realtime_handler.py | 72 +++++- .../test_bedrock_realtime_transformation.py | 53 +++- uv.lock | 229 +++++++++++++++++- 8 files changed, 405 insertions(+), 30 deletions(-) rename tests/e2e/llm_translation/realtime/{test_nova_sonic_realtime_e2e.py => test_realtime_bedrock_e2e.py} (100%) diff --git a/litellm/llms/bedrock/realtime/handler.py b/litellm/llms/bedrock/realtime/handler.py index b48c37791c4..b7237d288ec 100644 --- a/litellm/llms/bedrock/realtime/handler.py +++ b/litellm/llms/bedrock/realtime/handler.py @@ -9,6 +9,8 @@ import contextlib import json from typing import Any, Optional +from pydantic import TypeAdapter + from litellm._logging import _redact_string, verbose_proxy_logger from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLogging @@ -16,6 +18,8 @@ from ..base_aws_llm import BaseAWSLLM from ..common_utils import BedrockError from .transformation import BedrockRealtimeConfig +_CLIENT_MODALITIES_ADAPTER: TypeAdapter["list[str] | None"] = TypeAdapter(list[str] | None) + class BedrockRealtime(BaseAWSLLM): """Handler for Bedrock Nova Sonic realtime speech-to-speech API.""" @@ -124,6 +128,9 @@ class BedrockRealtime(BaseAWSLLM): verbose_proxy_logger.debug("Bedrock Realtime: Bidirectional stream established") + await websocket.send_text(json.dumps(transformation_config.session_created_event(model, logging_obj))) + verbose_proxy_logger.debug("Bedrock Realtime: sent session.created to client on connect") + # Track state for transformation session_state = { "current_output_item_id": None, @@ -143,6 +150,7 @@ class BedrockRealtime(BaseAWSLLM): transformation_config, model, session_state, + logging_obj, ) ) @@ -179,6 +187,7 @@ class BedrockRealtime(BaseAWSLLM): transformation_config: BedrockRealtimeConfig, model: str, session_state: dict, + logging_obj: LiteLLMLogging | None = None, ): """Forward messages from client WebSocket to Bedrock stream.""" from aws_sdk_bedrock_runtime.models import ( @@ -210,6 +219,23 @@ class BedrockRealtime(BaseAWSLLM): for bedrock_message in transformed_messages: await send_to_bedrock(bedrock_message) + if logging_obj is not None: + client_message_type: str | None = None + requested_modalities: list[str] | None = None + with contextlib.suppress(Exception): + parsed_client_message = json.loads(message) + client_message_type = parsed_client_message.get("type") + if client_message_type == "session.update": + requested_modalities = _CLIENT_MODALITIES_ADAPTER.validate_python( + parsed_client_message.get("session", {}).get("modalities") + ) + if client_message_type == "session.update": + await client_ws.send_text( + json.dumps( + transformation_config.session_updated_event(model, logging_obj, requested_modalities) + ) + ) + except Exception as e: verbose_proxy_logger.debug(f"Client to Bedrock forwarding ended: {e}", exc_info=True) for close_message in transformation_config.session_close_messages(): diff --git a/litellm/llms/bedrock/realtime/transformation.py b/litellm/llms/bedrock/realtime/transformation.py index fe5f0584e03..24a40ebea1b 100644 --- a/litellm/llms/bedrock/realtime/transformation.py +++ b/litellm/llms/bedrock/realtime/transformation.py @@ -623,35 +623,42 @@ class BedrockRealtimeConfig(BaseRealtimeConfig): verbose_logger.warning(f"Unknown message type: {message_type}") return [] - def transform_session_start_event( + def _session_object( self, - event: dict, model: str, logging_obj: LiteLLMLoggingObj, - ) -> OpenAIRealtimeStreamSessionEvents: - """ - Transform Bedrock sessionStart event to OpenAI session.created. - - Args: - event: Bedrock sessionStart event - model: Model ID - logging_obj: Logging object - - Returns: - OpenAI session.created event - """ - verbose_logger.debug("Handling sessionStart") - + modalities: list[str] | None = None, + ) -> OpenAIRealtimeStreamSession: session = OpenAIRealtimeStreamSession( id=logging_obj.litellm_trace_id, - modalities=["text", "audio"], + modalities=modalities if modalities is not None else ["text", "audio"], ) if model is not None and isinstance(model, str): session["model"] = model + return session + def session_created_event( + self, + model: str, + logging_obj: LiteLLMLoggingObj, + ) -> OpenAIRealtimeStreamSessionEvents: + """Build the OpenAI session.created event for this realtime session.""" return OpenAIRealtimeStreamSessionEvents( type="session.created", - session=session, + session=self._session_object(model, logging_obj), + event_id=str(uuid.uuid4()), + ) + + def session_updated_event( + self, + model: str, + logging_obj: LiteLLMLoggingObj, + modalities: list[str] | None = None, + ) -> OpenAIRealtimeStreamSessionEvents: + """Build the OpenAI session.updated ack reflecting the client's requested modalities.""" + return OpenAIRealtimeStreamSessionEvents( + type="session.updated", + session=self._session_object(model, logging_obj, modalities), event_id=str(uuid.uuid4()), ) @@ -1169,8 +1176,6 @@ class BedrockRealtimeConfig(BaseRealtimeConfig): # Route to appropriate transformation method if "sessionStart" in event: - session_created = self.transform_session_start_event(event, model, logging_obj) - returned_messages.append(session_created) session_configuration_request = json.dumps({"configured": True}) elif "contentStart" in event: diff --git a/pyproject.toml b/pyproject.toml index 080d06258ed..62bd37c3db6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -117,6 +117,14 @@ stt-nvidia-riva = [ "numpy>=1.26.0", ] google = ["google-cloud-aiplatform>=1.133.0,<2.0"] +bedrock-realtime = [ + # Bedrock Nova Sonic realtime (speech-to-speech) uses the + # InvokeModelWithBidirectionalStream API, which boto3 cannot do. This + # experimental AWS SDK (with its smithy-* deps, pulled transitively) + # provides the bidirectional stream; imported lazily in the realtime + # handler so litellm core stays usable without it. + "aws-sdk-bedrock-runtime>=0.7.0,<0.8.0; python_version >= '3.12'", +] proxy-runtime = [ # Historically bundled in the proxy Docker images via requirements.txt. # Keep these in a dedicated extra so uv-based images preserve the same diff --git a/tests/e2e/coverage_registry/llm_nonconversational.yaml b/tests/e2e/coverage_registry/llm_nonconversational.yaml index 2b456aacefc..63e6fde14a3 100644 --- a/tests/e2e/coverage_registry/llm_nonconversational.yaml +++ b/tests/e2e/coverage_registry/llm_nonconversational.yaml @@ -32,7 +32,7 @@ - {id: llm.files.hosted_vllm.upload.nonstream.works, module: llm, tier: P1, subject_endpoint: files, route: hosted_vllm, capability: basic, streaming: nonstream, assertions: [works], source: "test_batches_e2e.py", rationale: "hosted_vllm OpenAI-compatible file upload"} - {id: llm.rerank.cohere.basic.nonstream.works, module: llm, tier: P1, subject_endpoint: rerank, route: cohere, capability: basic, streaming: nonstream, assertions: [works], source: "test_rerank_e2e.py:29", rationale: "Cohere rerank, top_n + relevance_score"} - {id: llm.files.openai.content.nonstream.works, module: llm, tier: P0, subject_endpoint: files, route: openai, capability: basic, streaming: nonstream, assertions: [works], source: "test_batches_e2e.py", rationale: "GET /v1/files/{id}/content returns uploaded batch JSONL bytes"} -- {id: llm.realtime.bedrock_converse.basic.stream.works, module: llm, tier: P0, subject_endpoint: realtime, route: bedrock_converse, capability: basic, streaming: stream, assertions: [works], source: "test_nova_sonic_realtime_e2e.py", rationale: "Nova Sonic realtime session emits response.done (LIT-2239)"} +- {id: llm.realtime.bedrock_converse.basic.stream.works, module: llm, tier: P0, subject_endpoint: realtime, route: bedrock_converse, capability: basic, streaming: stream, assertions: [works], source: "test_realtime_bedrock_e2e.py", rationale: "Nova Sonic realtime session emits response.done (LIT-2239)"} - {id: llm.rerank.bedrock.basic.nonstream.works, module: llm, tier: P1, subject_endpoint: rerank, route: bedrock_converse, capability: basic, streaming: nonstream, assertions: [works], source: "llms/bedrock/rerank/handler.py", rationale: "Bedrock rerank"} - {id: llm.rerank.together_ai.basic.nonstream.works, module: llm, tier: P1, subject_endpoint: rerank, route: together_ai, capability: basic, streaming: nonstream, assertions: [works], source: "llms/together_ai/rerank/handler.py", rationale: "Together rerank"} - {id: llm.images_generations.openai.basic.nonstream.works, module: llm, tier: P1, subject_endpoint: images_generations, route: openai, capability: basic, streaming: nonstream, assertions: [works], source: "test_image_generation_e2e.py:22", rationale: "OpenAI image gen, b64/url"} diff --git a/tests/e2e/llm_translation/realtime/test_nova_sonic_realtime_e2e.py b/tests/e2e/llm_translation/realtime/test_realtime_bedrock_e2e.py similarity index 100% rename from tests/e2e/llm_translation/realtime/test_nova_sonic_realtime_e2e.py rename to tests/e2e/llm_translation/realtime/test_realtime_bedrock_e2e.py diff --git a/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_handler.py b/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_handler.py index ddc2e026e83..ffe21b91ab2 100644 --- a/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_handler.py +++ b/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_handler.py @@ -54,15 +54,24 @@ class FakeBedrockStream: self.input_stream = input_stream if input_stream is not None else FakeInputStream() +class FakeLogging: + def __init__(self, trace_id="trace-nova-sonic"): + self.litellm_trace_id = trace_id + + class DisconnectingClientWS: def __init__(self, messages): self._messages = list(messages) + self.sent_to_client = [] async def receive_text(self): if self._messages: return self._messages.pop(0) raise RuntimeError("client disconnected") + async def send_text(self, message): + self.sent_to_client.append(message) + class ClosableClientWS: def __init__(self): @@ -85,10 +94,14 @@ class EndedBedrockStream: class RealtimeClientWS: def __init__(self): self.closed = False + self.sent_to_client = [] async def receive_text(self): raise RuntimeError("client disconnected") + async def send_text(self, message): + self.sent_to_client.append(message) + async def close(self, code=None, reason=None): self.closed = True @@ -277,6 +290,61 @@ class TestBedrockRealtimeHandler: assert client_ws.closed +class TestBedrockRealtimeSessionLifecycle: + """Server must emit session.created on connect and session.updated on session.update (LIT-4655 regression)""" + + @pytest.mark.asyncio + async def test_session_created_sent_on_connect_before_any_client_input(self, stub_aws_sdk_client): + handler = BedrockRealtime() + websocket = RealtimeClientWS() + + await handler.async_realtime( + model="amazon.nova-sonic-v1:0", + websocket=websocket, + logging_obj=FakeLogging(), + aws_region_name="us-east-1", + aws_access_key_id="k", + aws_secret_access_key="s", + ) + + assert websocket.sent_to_client, "server sent nothing on connect: spec-conformant clients deadlock" + first_event = json.loads(websocket.sent_to_client[0]) + assert first_event["type"] == "session.created" + assert first_event["session"]["id"] == "trace-nova-sonic" + assert first_event["session"]["model"] == "amazon.nova-sonic-v1:0" + + @pytest.mark.asyncio + async def test_session_update_is_acked_with_session_updated(self, stub_aws_models): + handler = BedrockRealtime() + config = BedrockRealtimeConfig() + stream = FakeBedrockStream() + client_ws = DisconnectingClientWS( + [json.dumps({"type": "session.update", "session": {"instructions": "hi", "modalities": ["text"]}})] + ) + + await handler._forward_client_to_bedrock( + client_ws, stream, config, "amazon.nova-sonic-v1:0", {}, FakeLogging() + ) + + acked = [json.loads(message) for message in client_ws.sent_to_client] + updated = [event for event in acked if event["type"] == "session.updated"] + assert updated, "session.update was not acked" + assert updated[0]["session"]["modalities"] == ["text"], "ack must reflect the requested modalities" + + @pytest.mark.asyncio + async def test_no_session_updated_without_logging_obj(self, stub_aws_models): + handler = BedrockRealtime() + config = BedrockRealtimeConfig() + stream = FakeBedrockStream() + client_ws = DisconnectingClientWS( + [json.dumps({"type": "session.update", "session": {"instructions": "hi"}})] + ) + + await handler._forward_client_to_bedrock(client_ws, stream, config, "amazon.nova-sonic-v1:0", {}) + + assert client_ws.sent_to_client == [] + + class TestBedrockRealtimeAwsAuth: """AWS auth params passed via litellm_params must reach the Smithy client config (LIT-3923 regression)""" @@ -288,7 +356,7 @@ class TestBedrockRealtimeAwsAuth: await handler.async_realtime( model="amazon.nova-sonic-v1:0", websocket=websocket, - logging_obj=MagicMock(), + logging_obj=FakeLogging(), aws_region_name="us-east-1", aws_access_key_id="litellm-params-access-key", aws_secret_access_key="litellm-params-secret-key", @@ -318,7 +386,7 @@ class TestBedrockRealtimeAwsAuth: await handler.async_realtime( model="amazon.nova-sonic-v1:0", websocket=RealtimeClientWS(), - logging_obj=MagicMock(), + logging_obj=FakeLogging(), aws_region_name="eu-west-1", aws_role_name="arn:aws:iam::123456789012:role/nova-sonic", aws_session_name="realtime-session", diff --git a/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_transformation.py b/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_transformation.py index a68aa603b26..aa002b6e302 100644 --- a/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_transformation.py +++ b/tests/test_litellm/llms/bedrock/realtime/test_bedrock_realtime_transformation.py @@ -403,8 +403,9 @@ class TestBedrockRealtimeResponseCreate: class TestBedrockRealtimeResponseTransformation: """Test suite for response transformation""" - def test_transform_session_start_response(self): - """Test sessionStart response transformation""" + def test_bedrock_session_start_does_not_emit_duplicate_session_created(self): + """A Bedrock output sessionStart must not forward a second session.created to the + client; session.created is sent exactly once on connect (LIT-4655)""" config = BedrockRealtimeConfig() logging_obj = MagicMock() logging_obj.litellm_trace_id = "trace_123" @@ -428,10 +429,8 @@ class TestBedrockRealtimeResponseTransformation: }, ) - assert len(result["response"]) == 1 - assert result["response"][0]["type"] == "session.created" - assert result["response"][0]["session"]["id"] == "trace_123" - assert "model" in result["response"][0]["session"] + assert result["response"] == [] + assert result["session_configuration_request"] == json.dumps({"configured": True}) def test_transform_text_output_response(self): """Test textOutput response transformation""" @@ -789,5 +788,47 @@ class TestBedrockRealtimeResponseTransformation: assert len(set(response_ids)) == 1, "Response IDs should be consistent" +class TestBedrockRealtimeSessionEvents: + """session.created / session.updated builders produce spec-shaped events (LIT-4655)""" + + @staticmethod + def _logging(): + from types import SimpleNamespace + + return SimpleNamespace(litellm_trace_id="trace_123") + + def test_session_created_event_shape(self): + event = BedrockRealtimeConfig().session_created_event("amazon.nova-sonic-v1:0", self._logging()) + assert event["type"] == "session.created" + assert event["session"]["id"] == "trace_123" + assert event["session"]["model"] == "amazon.nova-sonic-v1:0" + assert event["session"]["modalities"] == ["text", "audio"] + assert event["event_id"] + + def test_session_updated_event_shape(self): + event = BedrockRealtimeConfig().session_updated_event("amazon.nova-sonic-v1:0", self._logging()) + assert event["type"] == "session.updated" + assert event["session"]["id"] == "trace_123" + assert event["session"]["model"] == "amazon.nova-sonic-v1:0" + assert event["event_id"] + + def test_created_and_updated_have_distinct_event_ids(self): + config = BedrockRealtimeConfig() + logging_obj = self._logging() + created = config.session_created_event("amazon.nova-sonic-v1:0", logging_obj) + updated = config.session_updated_event("amazon.nova-sonic-v1:0", logging_obj) + assert created["event_id"] != updated["event_id"] + + def test_session_updated_reflects_requested_modalities(self): + event = BedrockRealtimeConfig().session_updated_event( + "amazon.nova-sonic-v1:0", self._logging(), modalities=["text"] + ) + assert event["session"]["modalities"] == ["text"] + + def test_session_updated_defaults_modalities_when_unspecified(self): + event = 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