refactor: 更新inference 部分的实现
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@@ -6,24 +6,29 @@ import pytest
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def test_health_no_model(client, monkeypatch):
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"""GET /health should return 200 even when model not loaded."""
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monkeypatch.setattr("astrai.inference.server._model_param", None)
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monkeypatch.setattr("astrai.inference.server._engine", None)
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response = client.get("/health")
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assert response.status_code == 200
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data = response.json()
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assert data["status"] == "ok"
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assert not data["model_loaded"]
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assert not data["engine_ready"]
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def test_health_with_model(client, loaded_model):
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def test_health_with_model(client, loaded_model, mock_engine, monkeypatch):
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"""GET /health should return 200 when model is loaded."""
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.get("/health")
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assert response.status_code == 200
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assert response.json() == {"status": "ok", "model_loaded": True}
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data = response.json()
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assert data["status"] == "ok"
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assert data["model_loaded"] is True
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assert data["engine_ready"] is True
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def test_generate_non_stream(client, loaded_model, mock_generator):
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def test_generate_non_stream(client, loaded_model, mock_engine, monkeypatch):
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"""POST /generate with stream=false should return JSON response."""
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MockFactory, mock_gen = mock_generator
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mock_gen.generate.return_value = "Test response"
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.post(
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"/generate",
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params={
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@@ -37,15 +42,19 @@ def test_generate_non_stream(client, loaded_model, mock_generator):
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)
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assert response.status_code == 200
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data = response.json()
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assert data["response"] == "Test response"
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MockFactory.create.assert_called_once()
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assert data["response"] == "mock response"
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def test_generate_stream(client, loaded_model, mock_generator):
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def test_generate_stream(client, loaded_model, mock_engine, monkeypatch):
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"""POST /generate with stream=true should return plain text stream."""
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MockFactory, mock_gen = mock_generator
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# Simulate a streaming generator that yields two chunks
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mock_gen.generate.return_value = ["chunk1", "chunk2"]
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# Create a streaming mock
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def stream_gen():
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yield "chunk1"
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yield "chunk2"
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mock_engine.generate.return_value = stream_gen()
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.post(
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"/generate",
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params={
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@@ -66,10 +75,10 @@ def test_generate_stream(client, loaded_model, mock_generator):
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assert "chunk2" in content
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def test_chat_completions_non_stream(client, loaded_model, mock_generator):
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def test_chat_completions_non_stream(client, loaded_model, mock_engine, monkeypatch):
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"""POST /v1/chat/completions with stream=false returns OpenAI‑style JSON."""
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MockFactory, mock_gen = mock_generator
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mock_gen.generate.return_value = "Assistant reply"
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mock_engine.generate.return_value = "Assistant reply"
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.post(
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"/v1/chat/completions",
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json={
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@@ -88,11 +97,17 @@ def test_chat_completions_non_stream(client, loaded_model, mock_generator):
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assert data["choices"][0]["message"]["content"] == "Assistant reply"
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def test_chat_completions_stream(client, loaded_model, mock_generator):
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def test_chat_completions_stream(client, loaded_model, mock_engine, monkeypatch):
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"""POST /v1/chat/completions with stream=true returns SSE stream."""
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MockFactory, mock_gen = mock_generator
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# Simulate a streaming generator that yields cumulative responses
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mock_gen.generate.return_value = ["cumulative1", "cumulative2"]
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def stream_gen():
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yield "cumulative1"
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yield "cumulative2"
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yield "[DONE]"
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mock_engine.generate.return_value = stream_gen()
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.post(
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"/v1/chat/completions",
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json={
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@@ -116,10 +131,9 @@ def test_chat_completions_stream(client, loaded_model, mock_generator):
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assert any("cumulative2" in line for line in lines)
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def test_generate_with_history(client, loaded_model, mock_generator):
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def test_generate_with_history(client, loaded_model, mock_engine, monkeypatch):
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"""POST /generate with history parameter."""
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MockFactory, mock_gen = mock_generator
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mock_gen.generate.return_value = "Response with history"
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monkeypatch.setattr("astrai.inference.server._engine", mock_engine)
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response = client.post(
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"/generate",
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params={
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@@ -129,12 +143,8 @@ def test_generate_with_history(client, loaded_model, mock_generator):
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},
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)
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assert response.status_code == 200
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MockFactory.create.assert_called_once()
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# Check that history was passed correctly (currently history is not parsed due to FastAPI limitation)
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call_args = MockFactory.create.call_args
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req = call_args[0][1] # second argument is GenerationRequest
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# Because history cannot be passed via query params, it will be None
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assert req.history is None
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# Verify the engine.generate was called
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mock_engine.generate.assert_called_once()
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if __name__ == "__main__":
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