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nonnontrivial committed Aug 17, 2024
1 parent 26a4dc9 commit b858b98
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Showing 2 changed files with 12 additions and 10 deletions.
13 changes: 6 additions & 7 deletions api/api/prediction/prediction.py
Original file line number Diff line number Diff line change
Expand Up @@ -49,17 +49,16 @@ async def predict_sky_brightness(lat: float, lon: float) -> Prediction:
try:
cloud_cover, elevation = await meteo_client.get_values_at_site()
logging.debug(f"meteo_client response at {lat},{lon} is {cloud_cover}o, {elevation}m")

model = NeuralNetwork()

logging.debug(f"loading state dict at {path_to_state_dict}")
model.load_state_dict(torch.load(path_to_state_dict))
model.eval()
except Exception as e:
import traceback
logging.error(traceback.format_exc())
raise ValueError(f"{e}")
raise ValueError(f"meteo data failure: {e}")
else:
model = NeuralNetwork()
logging.debug(f"loading state dict at {path_to_state_dict}")
model.load_state_dict(torch.load(path_to_state_dict))
model.eval()

torch.set_printoptions(sci_mode=False)

X = torch.tensor(
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9 changes: 6 additions & 3 deletions api/api/tests/test_prediction_api.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,16 +5,19 @@
from api.config import api_version

client = TestClient(app)

API_PREFIX = f"/api/{api_version}"


@pytest.mark.parametrize("coords, lowerbound, upperbound", [
((-30.2466, -70.7494), 6, 25),
((19.8264, -155.4750), 6, 28)
])
@pytest.mark.xfail
def test_prediction(coords, lowerbound, upperbound):
lat, lon = coords
response = client.get(f"{API_PREFIX}/predict?lat={lat}&lon={lon}")
assert response.status_code == 200
brightness = response.json()["mpsas"]
res = client.get(f"{API_PREFIX}/predict?lat={lat}&lon={lon}")
res_json = res.json()
assert res_json.status_code == 200
brightness = res_json.json()["mpsas"]
assert lowerbound <= brightness <= upperbound

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