Spaces:
Running
Running
File size: 1,246 Bytes
1fbc47b ee1a8a3 1fbc47b ee1a8a3 |
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 |
"""API integration tests for the inference endpoint."""
from __future__ import annotations
from fastapi.testclient import TestClient
from src.api.app import create_app
from src.api.dependencies import get_pipeline
from src.inference.pipeline import EmotionPrediction, TopicPrediction
class StubPipeline:
def batch_predict(self, texts): # pragma: no cover - simple stub
return {
"summaries": [f"summary:{text}" for text in texts],
"emotion": [EmotionPrediction(labels=["joy"], scores=[0.9]) for _ in texts],
"topic": [TopicPrediction(label="news", confidence=0.8) for _ in texts],
}
def test_summarize_route_returns_pipeline_outputs() -> None:
app = create_app()
app.dependency_overrides[get_pipeline] = lambda: StubPipeline()
client = TestClient(app)
try:
response = client.post("/summarize", json={"text": "hello world"})
assert response.status_code == 200
payload = response.json()
assert payload["summary"] == "summary:hello world"
assert payload["emotion_labels"] == ["joy"]
assert payload["topic"] == "news"
assert payload["topic_confidence"] == 0.8
finally:
app.dependency_overrides.clear()
|