from dify_plugin.entities.model.llm import ( LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage, ) from dify_plugin.entities.model.message import ( AssistantPromptMessage, PromptMessage, PromptMessageRole, ) class TestLLMResultChunk: def test_init(self): model = "gpt-4o" delta = LLMResultChunkDelta( index=0, message=AssistantPromptMessage(content="Hello, World!", role=PromptMessageRole.ASSISTANT), ) prompt_message = PromptMessage( role=PromptMessageRole.USER, content="Hello", ) LLMResultChunk(model=model, delta=delta) LLMResultChunk(model=model, delta=delta, system_fingerprint="123") LLMResultChunk(model=model, prompt_messages=[], delta=delta, system_fingerprint="123") LLMResultChunk(model=model, prompt_messages=[prompt_message], delta=delta, system_fingerprint="123") class TestLLMResult: def test_init(self): model = "gpt-4o" assistant_message = AssistantPromptMessage(content="Hello, World!", role=PromptMessageRole.ASSISTANT) usage = LLMUsage.empty_usage() prompt_message = PromptMessage( role=PromptMessageRole.USER, content="Hello", ) LLMResult(model=model, message=assistant_message, usage=usage) LLMResult(model=model, prompt_messages=[], message=assistant_message, usage=usage, system_fingerprint="123") LLMResult( model=model, prompt_messages=[prompt_message], message=assistant_message, usage=usage, system_fingerprint="123", )