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* ci: Simplify Python code with ruff rules SIM * Revert #5828 * ruff --select=I --fix haystack/modeling/infer.py --------- Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
60 lines
2.6 KiB
Python
60 lines
2.6 KiB
Python
import os
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import pytest
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import openai
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from haystack.preview.components.generators.openai.gpt35 import GPT35Generator
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from haystack.preview.components.generators.openai.gpt4 import GPT4Generator
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@pytest.mark.skipif(
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not os.environ.get("OPENAI_API_KEY", None),
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reason="Export an env var called OPENAI_API_KEY containing the OpenAI API key to run this test.",
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)
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@pytest.mark.parametrize("generator_class,model_name", [(GPT35Generator, "gpt-3.5"), (GPT4Generator, "gpt-4")])
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def test_gpt35_generator_run(generator_class, model_name):
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component = generator_class(api_key=os.environ.get("OPENAI_API_KEY"), n=1)
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results = component.run(prompt="What's the capital of France?")
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assert len(results["replies"]) == 1
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assert "Paris" in results["replies"][0]
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assert len(results["metadata"]) == 1
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assert model_name in results["metadata"][0]["model"]
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assert results["metadata"][0]["finish_reason"] == "stop"
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@pytest.mark.skipif(
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not os.environ.get("OPENAI_API_KEY", None),
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reason="Export an env var called OPENAI_API_KEY containing the OpenAI API key to run this test.",
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)
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@pytest.mark.parametrize("generator_class", [GPT35Generator, GPT4Generator])
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def test_gpt35_generator_run_wrong_model_name(generator_class):
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component = generator_class(model_name="something-obviously-wrong", api_key=os.environ.get("OPENAI_API_KEY"), n=1)
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with pytest.raises(openai.InvalidRequestError, match="The model `something-obviously-wrong` does not exist"):
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component.run(prompt="What's the capital of France?")
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@pytest.mark.skipif(
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not os.environ.get("OPENAI_API_KEY", None),
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reason="Export an env var called OPENAI_API_KEY containing the OpenAI API key to run this test.",
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)
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@pytest.mark.parametrize("generator_class,model_name", [(GPT35Generator, "gpt-3.5"), (GPT4Generator, "gpt-4")])
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def test_gpt35_generator_run_streaming(generator_class, model_name):
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class Callback:
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def __init__(self):
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self.responses = ""
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def __call__(self, chunk):
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self.responses += chunk.choices[0].delta.content if chunk.choices[0].delta else ""
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return chunk
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callback = Callback()
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component = generator_class(os.environ.get("OPENAI_API_KEY"), streaming_callback=callback, n=1)
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results = component.run(prompt="What's the capital of France?")
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assert len(results["replies"]) == 1
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assert "Paris" in results["replies"][0]
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assert len(results["metadata"]) == 1
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assert model_name in results["metadata"][0]["model"]
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assert results["metadata"][0]["finish_reason"] == "stop"
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assert callback.responses == results["replies"][0]
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