Spaces:
Build error
Build error
File size: 1,746 Bytes
7ff1fe0 b31816e 7ff1fe0 4120946 7ff1fe0 b31816e 7ff1fe0 4120946 7ff1fe0 b31816e 7ff1fe0 4120946 7ff1fe0 4120946 7ff1fe0 b31816e 4120946 b31816e 7ff1fe0 6b07ee4 7ff1fe0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 |
import unittest
from pathlib import Path
import pandas as pd
from fastapi.testclient import TestClient
from app import app
# The raw file URL has to be used for GitLab.
URL = "https://gitlab.com/tangibleai/community/mathtext/-/raw/main/mathtext/data/master_test_text2int.csv"
DATA_DIR = Path(__file__).parent.parent / "mathtext_fastapi" / "data"
print(DATA_DIR)
client = TestClient(app)
class TestStringMethods(unittest.TestCase):
def setUp(self):
"""Creates a fastapi test client"""
self.client = TestClient(app)
self.df = pd.read_csv(URL)
def get_response_text2int(self, text):
"""Makes a post request to the endpoint"""
r = None
try:
r = self.client.post("/text2int", json={"content": text}) \
.json().get("message")
except:
pass
return r
def test_endpoint_text2int(self):
"""Tests if endpoint is working"""
response = self.client.post("/text2int",
json={"content": "fourteen"}
)
self.assertEqual(response.status_code, 200)
def test_acc_score_text2int(self):
"""Calculates accuracy score for endpoint"""
self.df["text2int"] = self.df["input"].apply(func=self.get_response_text2int)
self.df["score"] = self.df[["output", "text2int"]].apply(
lambda row: row[0] == row[1],
axis=1
)
self.df.to_csv(f"{DATA_DIR}/text2int_results.csv", index=False)
acc_score = self.df["score"].mean().__round__(2)
self.assertGreaterEqual(acc_score, 0.5, f"Accuracy score: '{acc_score}'. Value is too low!")
if __name__ == '__main__':
unittest.main()
|