fraud-detector-api / tests /test_analyze_text.py
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Deploy fraud detector API
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def test_high_risk_ru(client, device_header):
r = client.post(
"/v1/analyze/text",
json={"text": "Срочно сообщите код из СМС, иначе ваш счёт будет заблокирован!"},
headers=device_header,
)
assert r.status_code == 200, r.text
body = r.json()
assert body["risk_level"] == "high"
types = {f["type"] for f in body["detected_features"]}
assert {"urgency", "data_request", "threat"} <= types
assert body["language"] == "ru"
def test_high_risk_kk(client, device_header):
r = client.post(
"/v1/analyze/text",
json={"text": "Шұғыл түрде SMS кодын айтыңыз, әйтпесе шотыңыз бұғатталады!"},
headers=device_header,
)
assert r.status_code == 200
body = r.json()
assert body["language"] == "kk"
assert body["risk_level"] == "high"
types = {f["type"] for f in body["detected_features"]}
assert "urgency" in types
assert "data_request" in types
def test_low_risk_neutral_ru(client, device_header):
r = client.post(
"/v1/analyze/text",
json={"text": "Привет, как дела? Завтра встретимся в кафе."},
headers=device_header,
)
assert r.status_code == 200
body = r.json()
assert body["risk_level"] == "low"
assert body["detected_features"] == []
def test_low_risk_neutral_kk(client, device_header):
r = client.post(
"/v1/analyze/text",
json={"text": "Сәлем, қалайсың? Ертең кездесейік."},
headers=device_header,
)
assert r.status_code == 200
assert r.json()["risk_level"] == "low"
def test_missing_device_id(client):
r = client.post("/v1/analyze/text", json={"text": "тест"})
assert r.status_code == 422
assert r.json()["error"] == "VALIDATION_ERROR"
def test_invalid_device_id(client):
r = client.post(
"/v1/analyze/text",
json={"text": "тест"},
headers={"X-Device-Id": "not-a-uuid"},
)
assert r.status_code == 400
assert r.json()["error"] == "MISSING_DEVICE_ID"
def test_validation_empty_text(client, device_header):
r = client.post("/v1/analyze/text", json={"text": ""}, headers=device_header)
assert r.status_code == 422
assert r.json()["error"] == "VALIDATION_ERROR"
def test_validation_oversized_text(client, device_header):
r = client.post(
"/v1/analyze/text",
json={"text": "a" * 6000},
headers=device_header,
)
assert r.status_code == 422
assert r.json()["error"] == "VALIDATION_ERROR"