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from typing import Dict, Optional, Any
from dataclasses import dataclass
import pytest
import requests
from uuid import UUID
from pydantic import BaseModel
from _pytest.terminal import TerminalReporter
# Configuration
@dataclass
class TestConfig:
"""Test configuration settings"""
base_url: str
timeout: int = 30
verify_ssl: bool = True
# Load config from environment or use defaults
config = TestConfig(
base_url=os.getenv("API_BASE_URL", "http://localhost:8000/v1")
)
# API Response Types
class UserResponse(BaseModel):
user_id: str
api_key: str
class AgentResponse(BaseModel):
agent_id: UUID
class MetricsResponse(BaseModel):
total_completions: int
average_response_time: float
error_rate: float
last_24h_completions: int
total_tokens_used: int
uptime_percentage: float
success_rate: float
peak_tokens_per_minute: int
class APIClient:
"""API Client with typed methods"""
def __init__(self, config: TestConfig):
self.config = config
self.session = requests.Session()
def _url(self, path: str) -> str:
"""Construct full URL"""
return f"{self.config.base_url}/{path.lstrip('/')}"
def _request(
self,
method: str,
path: str,
headers: Optional[Dict] = None,
**kwargs: Any,
) -> requests.Response:
"""Make HTTP request with config defaults"""
url = self._url(path)
return self.session.request(
method=method,
url=url,
headers=headers,
timeout=self.config.timeout,
verify=self.config.verify_ssl,
**kwargs,
)
def create_user(self, username: str) -> UserResponse:
"""Create a new user"""
response = self._request(
"POST", "/users", json={"username": username}
)
response.raise_for_status()
return UserResponse(**response.json())
def create_agent(
self, agent_config: Dict[str, Any], api_key: str
) -> AgentResponse:
"""Create a new agent"""
headers = {"api-key": api_key}
response = self._request(
"POST", "/agent", headers=headers, json=agent_config
)
response.raise_for_status()
return AgentResponse(**response.json())
def get_metrics(
self, agent_id: UUID, api_key: str
) -> MetricsResponse:
"""Get agent metrics"""
headers = {"api-key": api_key}
response = self._request(
"GET", f"/agent/{agent_id}/metrics", headers=headers
)
response.raise_for_status()
return MetricsResponse(**response.json())
# Test Fixtures
@pytest.fixture
def api_client() -> APIClient:
"""Fixture for API client"""
return APIClient(config)
@pytest.fixture
def test_user(api_client: APIClient) -> UserResponse:
"""Fixture for test user"""
return api_client.create_user("test_user")
@pytest.fixture
def test_agent(
api_client: APIClient, test_user: UserResponse
) -> AgentResponse:
"""Fixture for test agent"""
agent_config = {
"agent_name": "test_agent",
"model_name": "gpt-4",
"system_prompt": "You are a test agent",
"description": "Test agent description",
}
return api_client.create_agent(agent_config, test_user.api_key)
# Tests
def test_user_creation(api_client: APIClient):
"""Test user creation flow"""
response = api_client.create_user("new_test_user")
assert response.user_id
assert response.api_key
def test_agent_creation(
api_client: APIClient, test_user: UserResponse
):
"""Test agent creation flow"""
agent_config = {
"agent_name": "test_agent",
"model_name": "gpt-4",
"system_prompt": "You are a test agent",
"description": "Test agent description",
}
response = api_client.create_agent(
agent_config, test_user.api_key
)
assert response.agent_id
def test_agent_metrics(
api_client: APIClient,
test_user: UserResponse,
test_agent: AgentResponse,
):
"""Test metrics retrieval"""
metrics = api_client.get_metrics(
test_agent.agent_id, test_user.api_key
)
assert metrics.total_completions >= 0
assert metrics.error_rate >= 0
assert metrics.uptime_percentage >= 0
def test_invalid_auth(api_client: APIClient):
"""Test invalid authentication"""
with pytest.raises(requests.exceptions.HTTPError) as exc_info:
api_client.create_agent({}, "invalid_key")
assert exc_info.value.response.status_code == 401
# Custom pytest plugin to capture test results
class ResultCapture:
def __init__(self):
self.total = 0
self.passed = 0
self.failed = 0
self.errors = 0
@pytest.hookimpl(hookwrapper=True)
def pytest_terminal_summary(
terminalreporter: TerminalReporter, exitstatus: int
):
yield
capture = getattr(
terminalreporter.config, "_result_capture", None
)
if capture:
capture.total = (
len(terminalreporter.stats.get("passed", []))
+ len(terminalreporter.stats.get("failed", []))
+ len(terminalreporter.stats.get("error", []))
)
capture.passed = len(terminalreporter.stats.get("passed", []))
capture.failed = len(terminalreporter.stats.get("failed", []))
capture.errors = len(terminalreporter.stats.get("error", []))
@dataclass
class TestReport:
total_tests: int
passed: int
failed: int
errors: int
@property
def success_rate(self) -> float:
return (
(self.passed / self.total_tests) * 100
if self.total_tests > 0
else 0
)
def run_tests() -> TestReport:
"""Run tests and generate typed report"""
# Create result capture
capture = ResultCapture()
# Create pytest configuration
args = [__file__, "-v"]
# Run pytest with our plugin
pytest.main(args, plugins=[capture])
# Generate report
return TestReport(
total_tests=capture.total,
passed=capture.passed,
failed=capture.failed,
errors=capture.errors,
)
if __name__ == "__main__":
# Example usage with environment variable
# export API_BASE_URL=http://api.example.com/v1
report = run_tests()
print("\nTest Results:")
print(f"Total Tests: {report.total_tests}")
print(f"Passed: {report.passed}")
print(f"Failed: {report.failed}")
print(f"Errors: {report.errors}")
print(f"Success Rate: {report.success_rate:.2f}%")
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