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test_app.py
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test_app.py
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import requests
import time
from stock_load_model import test_model_ci
def test_get():
get_url = "https://mlsd-indicatorss.darkube.app/"
print("Testing GET method: ", get_url)
response = requests.get(get_url)
assert response.status_code == 200
def test_post():
post_url = "https://mlsd-indicatorss.darkube.app/predict"
print("Testing POST method: ", post_url)
file_path = "vabemellat_30min_200.csv"
with open(file_path , "rb") as file:
files = {"file": file}
response = requests.post(post_url, files=files)
assert response.status_code == 200
def test_end_to_end_sample():
post_url = "https://mlsd-indicatorss.darkube.app/predict"
print("Testing E2E app: ", post_url)
file_path = "vabemellat_30min_200.csv"
with open(file_path , "rb") as file:
files = {"file": file}
response = requests.post(post_url, files=files)
assert response.json()['label'] == 1
def test_model_accuracy():
acc, precision = test_model_ci()
print(acc, '=================')
assert acc >= 0.5
if __name__=="__main__":
test_get()
test_post()
test_end_to_end_sample()
test_model_accuracy()