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fix: Prevent ContextFilterPlugin from creating orphaned function responses
When truncating conversation history, make sure function_response messages always have their corresponding function_call included Close #4027 Co-authored-by: George Weale <gweale@google.com> PiperOrigin-RevId: 852377919
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@@ -183,3 +183,111 @@ async def test_filter_function_raises_exception():
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)
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assert llm_request.contents == original_contents
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def _create_function_call_content(name: str, call_id: str) -> types.Content:
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"""Creates a model content with a function call."""
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return types.Content(
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parts=[
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types.Part(
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function_call=types.FunctionCall(id=call_id, name=name, args={})
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)
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],
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role="model",
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)
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def _create_function_response_content(name: str, call_id: str) -> types.Content:
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"""Creates a user content with a function response."""
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return types.Content(
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parts=[
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types.Part(
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function_response=types.FunctionResponse(
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id=call_id, name=name, response={"result": "ok"}
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)
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)
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],
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role="user",
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)
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@pytest.mark.asyncio
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async def test_filter_preserves_function_call_response_pairs():
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"""Tests that function_call and function_response pairs are kept together.
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This tests the fix for issue #4027 where filtering could create orphaned
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function_response messages without their corresponding function_call.
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"""
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plugin = ContextFilterPlugin(num_invocations_to_keep=2)
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# Simulate conversation from issue #4027:
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# user -> model -> user -> model(function_call) -> user(function_response)
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# -> model -> user -> model(function_call) -> user(function_response)
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contents = [
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_create_content("user", "Hello"),
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_create_content("model", "Hi there!"),
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_create_content("user", "I want to know about X"),
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_create_function_call_content("knowledge_base", "call_1"),
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_create_function_response_content("knowledge_base", "call_1"),
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_create_content("model", "I found some information..."),
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_create_content("user", "can you explain more about Y"),
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_create_function_call_content("knowledge_base", "call_2"),
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_create_function_response_content("knowledge_base", "call_2"),
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]
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llm_request = LlmRequest(contents=contents)
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await plugin.before_model_callback(
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callback_context=Mock(spec=CallbackContext), llm_request=llm_request
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)
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# Verify function_call for call_1 is included (not orphaned function_response)
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call_ids_present = set()
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response_ids_present = set()
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for content in llm_request.contents:
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if content.parts:
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for part in content.parts:
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if part.function_call and part.function_call.id:
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call_ids_present.add(part.function_call.id)
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if part.function_response and part.function_response.id:
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response_ids_present.add(part.function_response.id)
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# Every function_response should have a matching function_call
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assert response_ids_present.issubset(call_ids_present), (
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"Orphaned function_responses found. "
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f"Responses: {response_ids_present}, Calls: {call_ids_present}"
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)
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@pytest.mark.asyncio
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async def test_filter_with_nested_function_calls():
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"""Tests filtering with multiple nested function call sequences."""
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plugin = ContextFilterPlugin(num_invocations_to_keep=1)
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contents = [
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_create_content("user", "Hello"),
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_create_content("model", "Hi!"),
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_create_content("user", "Do task"),
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_create_function_call_content("tool_a", "call_a"),
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_create_function_response_content("tool_a", "call_a"),
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_create_function_call_content("tool_b", "call_b"),
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_create_function_response_content("tool_b", "call_b"),
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_create_content("model", "Done with tasks"),
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]
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llm_request = LlmRequest(contents=contents)
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await plugin.before_model_callback(
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callback_context=Mock(spec=CallbackContext), llm_request=llm_request
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)
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# Verify no orphaned function_responses
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call_ids = set()
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response_ids = set()
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for content in llm_request.contents:
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if content.parts:
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for part in content.parts:
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if part.function_call and part.function_call.id:
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call_ids.add(part.function_call.id)
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if part.function_response and part.function_response.id:
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response_ids.add(part.function_response.id)
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assert response_ids.issubset(call_ids)
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