pluto
74e12eca60
FastAPI service that loads ViT-L-14 model and exposes /embed, /similarity, and /batch-similarity endpoints. Runs on RTX 3090 with NVIDIA GPU reservation. Includes 9 cosine similarity tests. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
66 lines
1.5 KiB
Python
66 lines
1.5 KiB
Python
"""Test configuration: mock heavy dependencies that aren't needed for unit tests."""
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import sys
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from unittest.mock import MagicMock
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# Mock modules that are not installed in the test environment.
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# The tests only exercise pure numpy math, not model inference.
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for mod_name in [
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"torch",
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"open_clip",
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"fastapi",
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"fastapi.responses",
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"pydantic",
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"PIL",
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"PIL.Image",
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"uvicorn",
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]:
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if mod_name not in sys.modules:
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sys.modules[mod_name] = MagicMock()
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# Provide a real BaseModel stand-in so Pydantic models can be defined
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# (they are referenced at import time in main.py).
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import types
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pydantic_mock = sys.modules["pydantic"]
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class _FakeBaseModel:
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def __init_subclass__(cls, **kwargs):
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pass
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def __init__(self, **kwargs):
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for k, v in kwargs.items():
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setattr(self, k, v)
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pydantic_mock.BaseModel = _FakeBaseModel
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# Provide a fake FastAPI and HTTPException so the module loads
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fastapi_mock = sys.modules["fastapi"]
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class _FakeFastAPI:
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def __init__(self, **kwargs):
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pass
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def get(self, *a, **kw):
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def decorator(fn):
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return fn
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return decorator
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def post(self, *a, **kw):
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def decorator(fn):
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return fn
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return decorator
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class _FakeHTTPException(Exception):
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def __init__(self, status_code=500, detail=""):
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self.status_code = status_code
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self.detail = detail
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fastapi_mock.FastAPI = _FakeFastAPI
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fastapi_mock.HTTPException = _FakeHTTPException
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