File size: 5,081 Bytes
9df97a2 | 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 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 | #!/usr/bin/env python3
"""
Run chatbot scenarios against deployed or local API for QA.
Usage:
API_BASE_URL=https://... RECRUITER_EMAIL=... RECRUITER_PASSWORD=... \
PYTHONPATH=. python3 backend/scripts/chatbot_scenarios.py
"""
import json
import os
import requests
BASE = os.getenv("API_BASE_URL", "http://127.0.0.1:8000")
EMAIL = os.getenv("RECRUITER_EMAIL")
PASSWORD = os.getenv("RECRUITER_PASSWORD")
HEADERS = {"Content-Type": "application/json"}
def _url(path: str) -> str:
return BASE.rstrip("/") + path
def _print_response(resp: requests.Response) -> None:
print("Status:", resp.status_code)
try:
print("Response:", json.dumps(resp.json(), indent=2, ensure_ascii=False)[:2000])
except Exception:
print("Response text:", resp.text[:2000])
def _login() -> dict:
if not (EMAIL and PASSWORD):
return dict(HEADERS)
resp = requests.post(
_url("/api/auth/login"),
headers=HEADERS,
json={"email": EMAIL, "password": PASSWORD},
timeout=15,
)
if resp.status_code != 200:
print("Login failed:", resp.status_code, resp.text[:300])
return dict(HEADERS)
token = resp.json().get("access_token")
if not token:
return dict(HEADERS)
headers = dict(HEADERS)
headers["Authorization"] = f"Bearer {token}"
return headers
def _maybe_create_criteria(headers: dict) -> int | None:
if "Authorization" not in headers:
return None
payload = {
"title": "Senior Python Developer",
"description": "Looking for backend engineer with FastAPI and ML experience.",
"required_skills": [
{"name": "Python", "weight": 90},
{"name": "FastAPI", "weight": 80},
{"name": "PostgreSQL", "weight": 70},
{"name": "Docker", "weight": 70},
{"name": "Machine Learning", "weight": 60},
],
}
resp = requests.post(
_url("/api/matching/criteria"),
headers=headers,
json=payload,
timeout=30,
)
if resp.status_code not in {200, 201}:
print("Criteria creation failed:", resp.status_code, resp.text[:300])
return None
criteria_id = resp.json().get("id")
if criteria_id:
requests.post(
_url(f"/api/matching/{criteria_id}/results"),
headers=headers,
timeout=60,
)
return criteria_id
def main() -> None:
print(f"Running chatbot scenarios against {BASE}")
auth_headers = _login()
criteria_id = _maybe_create_criteria(auth_headers)
context = {"current_criteria_id": criteria_id} if criteria_id else {}
scenarios = [
{
"name": "Chat - explanation",
"endpoint": "/api/chat",
"method": "post",
"payload": {
"message": "Pourquoi le meilleur candidat a ce score ?",
"context": context,
},
},
{
"name": "Chat - comparison",
"endpoint": "/api/chat",
"method": "post",
"payload": {
"message": "Compare les deux meilleurs candidats.",
"context": context,
},
},
{
"name": "Chat - exploration",
"endpoint": "/api/chat",
"method": "post",
"payload": {
"message": "Montre les candidats avec Python.",
"context": context,
},
},
{
"name": "Chat - ideal profile",
"endpoint": "/api/chat/ideal-profile",
"method": "post",
"payload": {
"job_title": "Senior Python Developer",
"job_description": "FastAPI, ML, Docker, and PostgreSQL focus.",
"required_skills": ["Python", "FastAPI", "Docker"],
},
},
]
for scenario in scenarios:
print("\n---")
print("Scenario:", scenario["name"])
try:
url = _url(scenario["endpoint"])
if scenario["method"].lower() == "post":
resp = requests.post(url, headers=HEADERS, json=scenario["payload"], timeout=30)
else:
resp = requests.get(url, headers=HEADERS, timeout=30)
_print_response(resp)
except Exception as exc:
print("Error calling endpoint:", exc)
if "Authorization" in auth_headers:
print("\n---")
print("Scenario: Matching - generate-and-match")
try:
resp = requests.post(
_url("/api/matching/generate-and-match"),
headers=auth_headers,
json={
"job_title": "Senior Python Developer",
"description": "FastAPI, ML, Docker, PostgreSQL, and cloud experience.",
},
timeout=60,
)
_print_response(resp)
except Exception as exc:
print("Error calling endpoint:", exc)
print("\nDone.")
if __name__ == "__main__":
main()
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