Added ag-ui Adapter dump_messages for converting back to ag-ui format

Author: ChuckJonas

pydantic_ai_slim/pydantic_ai/ui/ag_ui/_adapter.py

@@ -2,8 +2,10 @@
 
 from __future__ import annotations
 
-from collections.abc import Mapping, Sequence
+import json
+from collections.abc import Callable, Mapping, Sequence
 from functools import cached_property
+from itertools import groupby
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -15,6 +17,10 @@
     BuiltinToolCallPart,
     BuiltinToolReturnPart,
     ModelMessage,
+    ModelRequest,
+    ModelRequestPart,
+    ModelResponse,
+    ModelResponsePart,
     SystemPromptPart,
     TextPart,
     ToolCallPart,
@@ -24,21 +30,24 @@
 from ...output import OutputDataT
 from ...tools import AgentDepsT
 from ...toolsets import AbstractToolset
+from .. import MessagesBuilder
 
 try:
     from ag_ui.core import (
         AssistantMessage,
         BaseEvent,
         DeveloperMessage,
+        FunctionCall,
         Message,
         RunAgentInput,
         SystemMessage,
         Tool as AGUITool,
+        ToolCall,
         ToolMessage,
         UserMessage,
     )
 
-    from .. import MessagesBuilder, UIAdapter, UIEventStream
+    from .. import UIAdapter, UIEventStream
     from ._event_stream import BUILTIN_TOOL_CALL_ID_PREFIX, AGUIEventStream
 except ImportError as e:  # pragma: no cover
     raise ImportError(
@@ -193,3 +202,150 @@ def load_messages(cls, messages: Sequence[Message]) -> list[ModelMessage]:
                     )
 
         return builder.messages
+
+    @classmethod
+    def dump_messages(cls, messages: Sequence[ModelMessage]) -> list[Message]:
+        """Transform Pydantic AI messages into AG-UI messages.
+
+        Note: AG-UI message IDs are not preserved from load_messages().
+
+        Args:
+            messages: Sequence of Pydantic AI [`ModelMessage`][pydantic_ai.messages.ModelMessage] objects.
+
+        Returns:
+            List of AG-UI protocol messages.
+        """
+        ag_ui_messages: list[Message] = []
+        message_id_counter = 1
+
+        def get_next_id() -> str:
+            nonlocal message_id_counter
+            result = f'msg_{message_id_counter}'
+            message_id_counter += 1
+            return result
+
+        for model_msg in messages:
+            if isinstance(model_msg, ModelRequest):
+                cls._convert_request_parts(model_msg.parts, ag_ui_messages, get_next_id)
+
+            elif isinstance(model_msg, ModelResponse):
+                cls._convert_response_parts(model_msg.parts, ag_ui_messages, get_next_id)
+
+        return ag_ui_messages
+
+    @staticmethod
+    def _convert_request_parts(
+        parts: Sequence[ModelRequestPart],
+        ag_ui_messages: list[Message],
+        get_next_id: Callable[[], str],
+    ) -> None:
+        """Convert ModelRequest parts to AG-UI messages."""
+        for part in parts:
+            msg_id = get_next_id()
+
+            if isinstance(part, SystemPromptPart):
+                ag_ui_messages.append(SystemMessage(id=msg_id, content=part.content))
+
+            elif isinstance(part, UserPromptPart):
+                content = part.content if isinstance(part.content, str) else str(part.content)
+                ag_ui_messages.append(UserMessage(id=msg_id, content=content))
+
+            elif isinstance(part, ToolReturnPart):
+                ag_ui_messages.append(
+                    ToolMessage(
+                        id=msg_id,
+                        content=AGUIAdapter._serialize_content(part.content),
+                        tool_call_id=part.tool_call_id,
+                    )
+                )
+
+    @staticmethod
+    def _convert_response_parts(
+        parts: Sequence[ModelResponsePart],
+        ag_ui_messages: list[Message],
+        get_next_id: Callable[[], str],
+    ) -> None:
+        """Convert ModelResponse parts to AG-UI messages."""
+
+        # Group consecutive assistant parts (text, tool calls) together
+        def is_assistant_part(part: ModelResponsePart) -> bool:
+            return isinstance(part, TextPart | ToolCallPart | BuiltinToolCallPart)
+
+        for is_assistant, group in groupby(parts, key=is_assistant_part):
+            parts_list = list(group)
+
+            if is_assistant:
+                # Combine all parts into a single AssistantMessage
+                content: str | None = None
+                tool_calls: list[ToolCall] = []
+
+                for part in parts_list:
+                    if isinstance(part, TextPart):
+                        content = part.content
+                    elif isinstance(part, ToolCallPart):
+                        tool_calls.append(AGUIAdapter._convert_tool_call(part))
+                    elif isinstance(part, BuiltinToolCallPart):
+                        tool_calls.append(AGUIAdapter._convert_builtin_tool_call(part))
+
+                ag_ui_messages.append(
+                    AssistantMessage(
+                        id=get_next_id(),
+                        content=content,
+                        tool_calls=tool_calls if tool_calls else None,
+                    )
+                )
+            else:
+                # Each non-assistant part becomes its own message
+                for part in parts_list:
+                    if isinstance(part, BuiltinToolReturnPart):
+                        ag_ui_messages.append(
+                            ToolMessage(
+                                id=get_next_id(),
+                                content=AGUIAdapter._serialize_content(part.content),
+                                tool_call_id=AGUIAdapter._make_builtin_tool_call_id(
+                                    part.provider_name, part.tool_call_id
+                                ),
+                            )
+                        )
+
+    @staticmethod
+    def _make_builtin_tool_call_id(provider_name: str | None, tool_call_id: str) -> str:
+        """Create a full builtin tool call ID from provider name and tool call ID."""
+        return f'{BUILTIN_TOOL_CALL_ID_PREFIX}|{provider_name}|{tool_call_id}'
+
+    @staticmethod
+    def _convert_tool_call(part: ToolCallPart) -> ToolCall:
+        """Convert a ToolCallPart to an AG-UI ToolCall."""
+        args_str = part.args if isinstance(part.args, str) else json.dumps(part.args)
+        return ToolCall(
+            id=part.tool_call_id,
+            type='function',
+            function=FunctionCall(
+                name=part.tool_name,
+                arguments=args_str,
+            ),
+        )
+
+    @staticmethod
+    def _convert_builtin_tool_call(part: BuiltinToolCallPart) -> ToolCall:
+        """Convert a BuiltinToolCallPart to an AG-UI ToolCall."""
+        args_str = part.args if isinstance(part.args, str) else json.dumps(part.args)
+        return ToolCall(
+            id=AGUIAdapter._make_builtin_tool_call_id(part.provider_name, part.tool_call_id),
+            type='function',
+            function=FunctionCall(
+                name=part.tool_name,
+                arguments=args_str,
+            ),
+        )
+
+    @staticmethod
+    def _serialize_content(content: Any) -> str:
+        """Serialize content to a JSON string."""
+        if isinstance(content, str):
+            return content
+        try:
+            return json.dumps(content)
+        except (TypeError, ValueError):
+            # Fall back to str() if JSON serialization fails
+            return str(content)

tests/test_ag_ui.py

@@ -1568,14 +1568,152 @@ async def test_messages() -> None:
                     ),
                 ]
             ),
-            ModelResponse(
-                parts=[TextPart(content='Assistant message')],
-                timestamp=IsDatetime(),
-            ),
+            ModelResponse(parts=[TextPart(content='Assistant message')], timestamp=IsDatetime()),
         ]
     )
 
 
+async def test_messages_roundtrip() -> None:
+    """Test comprehensive AG-UI -> Pydantic AI -> AG-UI roundtrip with all message types.
+
+    This test covers:
+    - System, user, and assistant messages
+    - Tool calls with dict args (tests JSON serialization)
+    - Tool returns with string content (tests string path in _serialize_content)
+    - Tool returns with dict content (tests JSON serialization of content)
+    - Builtin tool calls and returns (tests BuiltinToolCallPart/ReturnPart paths)
+    - Non-JSON-serializable content (tests fallback to str() in _serialize_content)
+
+    Note: Message IDs are not preserved during roundtrip conversion.
+    """
+    original_messages = [
+        SystemMessage(id='msg_1', content='You are helpful.'),
+        UserMessage(id='msg_2', content='Hello!'),
+        AssistantMessage(id='msg_3', content='Hi! Let me help.'),
+        # Tool call with dict args (tests JSON serialization)
+        UserMessage(id='msg_4', content='What is 2+2?'),
+        AssistantMessage(
+            id='msg_5',
+            tool_calls=[
+                ToolCall(
+                    id='call_123',
+                    type='function',
+                    function=FunctionCall(name='calculator', arguments='{"expression": "2+2"}'),
+                )
+            ],
+        ),
+        # Tool return with string content (tests string path)
+        ToolMessage(id='msg_6', content='4', tool_call_id='call_123'),
+        AssistantMessage(id='msg_7', content='The answer is 4.'),
+        # Multiple tool calls with dict content in tool returns
+        UserMessage(id='msg_8', content='Get user data'),
+        AssistantMessage(
+            id='msg_9',
+            tool_calls=[
+                ToolCall(
+                    id='call_456',
+                    type='function',
+                    function=FunctionCall(name='get_user', arguments='{"user_id": "123"}'),
+                ),
+                ToolCall(
+                    id='call_789',
+                    type='function',
+                    function=FunctionCall(name='get_status', arguments='{"user_id": "123"}'),
+                ),
+            ],
+        ),
+        # Multiple tool returns (tests multiple ToolReturnPart in same ModelRequest)
+        ToolMessage(id='msg_10', content='{"name": "John", "age": 30}', tool_call_id='call_456'),
+        ToolMessage(id='msg_10b', content='{"status": "active"}', tool_call_id='call_789'),
+        AssistantMessage(id='msg_11', content='Found user John, age 30, status active.'),
+        # Builtin tool calls with content (tests BuiltinToolCallPart path with multiple tool calls)
+        UserMessage(id='msg_12', content='Search for cats and dogs'),
+        AssistantMessage(
+            id='msg_13',
+            content='Searching',
+            tool_calls=[
+                ToolCall(
+                    id='pyd_ai_builtin|test|search_1',
+                    type='function',
+                    function=FunctionCall(name='web_search', arguments='{"query": "cats"}'),
+                ),
+                ToolCall(
+                    id='pyd_ai_builtin|test|search_2',
+                    type='function',
+                    function=FunctionCall(name='web_search', arguments='{"query": "dogs"}'),
+                ),
+            ],
+        ),
+        # Builtin tool returns (tests BuiltinToolReturnPart path with multiple returns)
+        ToolMessage(
+            id='msg_14',
+            content='{"results": ["cat1"]}',
+            tool_call_id='pyd_ai_builtin|test|search_1',
+        ),
+        ToolMessage(
+            id='msg_15',
+            content='{"results": ["dog1"]}',
+            tool_call_id='pyd_ai_builtin|test|search_2',
+        ),
+        AssistantMessage(id='msg_16', content='Found results for both cats and dogs.'),
+        UserMessage(id='msg_17', content='Thanks!'),
+        AssistantMessage(id='msg_18', content='You are welcome!'),
+    ]
+
+    # Test 1: Roundtrip (IDs are not preserved, so we exclude them from comparison)
+    pydantic_messages = AGUIAdapter.load_messages(original_messages)
+    converted_messages = AGUIAdapter.dump_messages(pydantic_messages)
+
+    # Serialize both to JSON for comparison (excluding IDs)
+    def serialize_message(msg: Message) -> dict[str, Any]:
+        """Serialize message for comparison, excluding ID."""
+        data = msg.model_dump(mode='json')
+        data.pop('id', None)
+        return data
+
+    original_serialized: list[dict[str, Any]] = [serialize_message(msg) for msg in original_messages]
+    converted_serialized: list[dict[str, Any]] = [serialize_message(msg) for msg in converted_messages]
+
+    # Check that roundtrip produces identical messages (excluding IDs)
+    assert original_serialized == converted_serialized
+
+
+async def test_non_json_serializable_content() -> None:
+    """Test that non-JSON-serializable content falls back to str() in _serialize_content."""
+    from pydantic_ai.messages import ModelRequest, ModelResponse, ToolReturnPart
+
+    class CustomObject:
+        def __str__(self) -> str:
+            return 'custom_object_str'
+
+    pydantic_messages_with_custom = [
+        ModelRequest(parts=[UserPromptPart(content='test')]),
+        ModelResponse(
+            parts=[
+                ToolCallPart(
+                    tool_name='test_tool',
+                    args={'key': 'value'},
+                    tool_call_id='call_custom',
+                ),
+            ]
+        ),
+        ModelRequest(
+            parts=[
+                ToolReturnPart(
+                    tool_name='test_tool',
+                    content=CustomObject(),  # Non-JSON-serializable
+                    tool_call_id='call_custom',
+                ),
+            ]
+        ),
+    ]
+
+    ag_ui_messages_custom = AGUIAdapter.dump_messages(pydantic_messages_with_custom)
+    assert len(ag_ui_messages_custom) == 3
+    assert isinstance(ag_ui_messages_custom[2], ToolMessage)
+    assert ag_ui_messages_custom[2].content == 'custom_object_str'
+
+
 async def test_builtin_tool_call() -> None:
     async def stream_function(
         messages: list[ModelMessage], agent_info: AgentInfo