scripts/test_active_learning_api.py

import json
import urllib.request
import urllib.parse

# 1. Test GET /api/active-learning/status
print("1. Testing GET /api/active-learning/status...")
req = urllib.request.Request("http://localhost:8088/api/active-learning/status")
with urllib.request.urlopen(req, timeout=5) as resp:
    data = json.loads(resp.read().decode("utf-8"))
    print("  -> Status Response:", data)
    assert "total_contrastive_triplets" in data

# 2. Test GET /api/standard-concepts/search?q=caesarean
print("\n2. Testing GET /api/standard-concepts/search?q=caesarean...")
req = urllib.request.Request("http://localhost:8088/api/standard-concepts/search?q=caesarean")
with urllib.request.urlopen(req, timeout=5) as resp:
    data = json.loads(resp.read().decode("utf-8"))
    print(f"  -> Found {len(data['results'])} standard concepts:")
    for r in data['results'][:3]:
        print(f"     * {r['vocab']}:{r['code']} - {r['name']}")
    assert len(data['results']) > 0

# 3. Test POST /api/feedback/override-concept
print("\n3. Testing POST /api/feedback/override-concept...")
override_payload = {
    "guideline_id": "RCOG-GTG-45",
    "triplet_id": "TRIP_RCOG-GTG-45_v2_00001",
    "mention": "VBAC",
    "old_concept_id": "441097003",
    "old_term": "Trial of labour after caesarean delivery",
    "new_concept_id": "237313003",
    "new_term": "Vaginal delivery following previous caesarean section",
    "vocabulary": "SNOMED-CT",
    "category": "PROCEDURE",
    "user_id": "dr_clinical_lead",
    "context": "Implementation of a vaginal birth after caesarean (VBAC) protocol is recommended."
}
req = urllib.request.Request(
    "http://localhost:8088/api/feedback/override-concept",
    data=json.dumps(override_payload).encode("utf-8"),
    headers={"Content-Type": "application/json"}
)
with urllib.request.urlopen(req, timeout=5) as resp:
    res = json.loads(resp.read().decode("utf-8"))
    print("  -> Override Response:", res)
    assert res["status"] == "SUCCESS"

# 4. Test POST /api/active-learning/retrain
print("\n4. Testing POST /api/active-learning/retrain...")
retrain_payload = {"epochs": 3}
req = urllib.request.Request(
    "http://localhost:8088/api/active-learning/retrain",
    data=json.dumps(retrain_payload).encode("utf-8"),
    headers={"Content-Type": "application/json"}
)
with urllib.request.urlopen(req, timeout=5) as resp:
    res = json.loads(resp.read().decode("utf-8"))
    print("  -> Retrain Response:", res)
    assert res["status"] in ["COMPLETED", "SUCCESS"]

print("\nALL API ENDPOINTS FUNCTIONING PERFECTLY!")