Create test_inference.py
Browse files- tests/test_inference.py +43 -0
tests/test_inference.py
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# tests/test_inference.py
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import pytest
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from inference import chat_completion, stream_chat_completion
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class DummyStream:
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def __init__(self, chunks):
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self._chunks = chunks
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def __iter__(self):
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return iter(self._chunks)
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class DummyClient:
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def __init__(self, response):
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self.response = response
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self.chat = self
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def completions(self, **kwargs):
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return self
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def create(self, **kwargs):
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# if stream=True, return DummyStream
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if kwargs.get("stream"):
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from types import SimpleNamespace
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chunks = [
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SimpleNamespace(choices=[SimpleNamespace(delta=SimpleNamespace(content="h"))]),
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SimpleNamespace(choices=[SimpleNamespace(delta=SimpleNamespace(content="i"))])
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]
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return DummyStream(chunks)
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# non-stream
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from types import SimpleNamespace
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return SimpleNamespace(choices=[SimpleNamespace(message=SimpleNamespace(content=self.response))])
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@pytest.fixture(autouse=True)
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def patch_client(monkeypatch):
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from hf_client import get_inference_client
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def fake(model_id, provider):
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return DummyClient("hello")
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monkeypatch.setattr('hf_client.get_inference_client', fake)
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def test_chat_completion():
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out = chat_completion("any-model", [{"role":"user","content":"hi"}])
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assert out == "hello"
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def test_stream_chat_completion():
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chunks = list(stream_chat_completion("any-model", [{"role":"user","content":"stream"}]))
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assert "".join(chunks) == "hi"
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