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test_app.py
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test_app.py
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from fastapi import testclient
from app import app
client = testclient.TestClient(app)
def test_read_main():
response = client.get("/")
assert response.status_code == 200
assert response.json() == {"msg": "Hello World"}
def test_prediction():
r = client.post("/prediction", json={
"age": 32,
"workclass": "Private",
"fnlgt": 34,
"education": "Some-college",
"education_num": 45,
"maritalStatus": "Married-civ-spouse",
"occupation": "Exec-managerial",
"relationship": "Husband",
"race": "White",
"sex": "Male",
"capital_gain": 10000,
"capital_loss": 12,
"hoursPerWeek": 60,
"nativeCountry": "United-States"
})
assert r.status_code == 200
assert r.json() == {"Predicted Salary: ": ">50K"}
def test_prediction():
r = client.post("/prediction", json={
"age": 32,
"workclass": "Federal-gov",
"fnlgt": 34,
"education": "Some-college",
"education_num": 45,
"marital_status": "Married-civ-spouse",
"occupation": "Tech-support",
"relationship": "Unmarried",
"race": "Amer-Indian-Eskimo",
"sex": "Male",
"capital_gain": 16,
"capital_loss": 12,
"hours_per_week": 30,
"native_country": "United-States"
})
assert r.status_code == 200
assert r.json() == {"Predicted Salary: ": "<=50K"}
def test_prediction_enum():
r = client.post("http://0.0.0.0:8000/prediction_enum?"\
"age=32&"\
"workclass=Private&"\
"fnlgt=34&"\
"education=Some-college&education_num=45&"\
"marital_status=Married-civ-spouse&"\
"occupation=Exec-managerial&"\
"relationship=Husband&"\
"race=White&"\
"sex=Male&"\
"capital_gain=10000&"\
"capital_loss=12&"\
"hours_per_week=60&"\
"native_country=United-States")
assert r.status_code == 200
assert r.json() == {"Predicted Salary:": ">50K"}
def test_prediction_enum():
r = client.post("http://0.0.0.0:8000/prediction_enum?" \
"age=32&"\
"workclass=Private&"\
"fnlgt=34&"\
"education=Some-college&"\
"education_num=45&"\
"marital_status=Married-civ-spouse&"\
"occupation=Tech-support&"\
"relationship=Unmarried&"\
"race=Amer-Indian-Eskimo&"\
"sex=Male&capital_gain=1&"\
"capital_loss=12&"\
"hours_per_week=30&"\
"native_country=United-States")
assert r.status_code == 200
assert r.json() == {"Predicted Salary: ": "<=50K"}
def test_prediction_error():
r = client.post("http://0.0.0.0:8000/prediction_enum?" \
"age=32&"\
"workclass=Private&"\
"fnlgt=34&"\
"education=Some-college&"\
"education_num=45&"\
"marital_status=Married-civ-spouse&"\
"occupation=Tech-support&"\
"relationship=error&"\
"race=Amer-Indian-Eskimo&"\
"sex=Male&capital_gain=1&"\
"capital_loss=12&"\
"hours_per_week=30&"\
"native_country=United-States")
assert r.status_code == 422