#!/usr/bin/env python3
"""
AI-generated script with potential hallucinations for testing.
This script intentionally contains methods that may not exist.
"""
import requests
from fastapi import FastAPI
import numpy as np
class AIAssistant:
"""Example AI assistant class with potential issues."""
def __init__(self):
self.app = FastAPI()
self.session = requests.Session()
def process_request(self, data: dict):
"""Process a request - contains potential hallucinations."""
# This method might not exist on FastAPI
result = self.app.process_json_request(data)
# This is a valid method
response = self.session.get("https://api.example.com/data")
# This method might not exist on Response
analyzed = response.analyze_content()
return {
"result": result,
"analysis": analyzed
}
def calculate_metrics(self, values: list):
"""Calculate metrics using numpy - potential hallucinations."""
# This function might not exist in numpy
stats = np.compute_advanced_statistics(values)
# This is valid
mean = np.mean(values)
# This might not exist
enhanced = np.apply_machine_learning(values)
return {
"stats": stats,
"mean": mean,
"ml_result": enhanced
}
def main():
"""Main function."""
assistant = AIAssistant()
# Test processing
result = assistant.process_request({"query": "test"})
print(f"Processing result: {result}")
# Test metrics
metrics = assistant.calculate_metrics([1, 2, 3, 4, 5])
print(f"Metrics: {metrics}")
if __name__ == "__main__":
main()
