Atlas / tests /test_user_authentication_comprehensive.py
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#!/usr/bin/env python3
"""
Comprehensive tests for user authentication feature
This test suite covers:
1. Unit tests for updated models with user_id validation
2. Integration tests for chat requests with and without user_id
3. Tests for user-specific analytics functions
4. Backward compatibility tests for anonymous users
5. Performance tests for user_id queries and indexes
"""
import sys
import os
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
# Load environment variables
try:
from dotenv import load_dotenv
load_dotenv()
except ImportError:
pass # dotenv not available, continue without it
import asyncio
import httpx
import time
from datetime import datetime, timedelta
from typing import Optional, Dict, Any
import uuid
# Import models and functions to test
from analytics.models import Session, Message, SearchAnalytics
from analytics.collectors import create_session, track_message, track_search
from analytics.dashboard import (
get_user_statistics,
get_user_analytics,
get_authenticated_vs_anonymous_metrics,
get_basic_stats
)
from analytics.database import (
get_sessions_collection,
get_messages_collection,
get_search_analytics_collection
)
class TestUserIdValidation:
"""Unit tests for user_id validation in models"""
def test_session_valid_user_id(self):
"""Test Session model with valid user_id values"""
# Valid user_id
session = Session(user_id="user_123")
assert session.user_id == "user_123"
# Valid user_id with hyphens and underscores
session = Session(user_id="user-123_test")
assert session.user_id == "user-123_test"
# None user_id (anonymous)
session = Session(user_id=None)
assert session.user_id is None
# Empty string becomes None
session = Session(user_id="")
assert session.user_id is None
# Whitespace-only string becomes None
session = Session(user_id=" ")
assert session.user_id is None
def test_session_invalid_user_id(self):
"""Test Session model with invalid user_id values"""
# Non-string user_id
try:
Session(user_id=123)
assert False, "Should have raised error for non-string user_id"
except Exception as e:
assert "string" in str(e).lower()
# Too long user_id
try:
Session(user_id="a" * 256)
assert False, "Should have raised error for too long user_id"
except Exception as e:
assert "255" in str(e)
# Invalid characters
for invalid_id in ["user@123", "user 123", "user.123"]:
try:
Session(user_id=invalid_id)
assert False, f"Should have raised error for {invalid_id}"
except Exception as e:
assert "alphanumeric" in str(e).lower()
def test_message_valid_user_id(self):
"""Test Message model with valid user_id values"""
# Valid user_id
message = Message(
session_id="test_session",
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="user_123"
)
assert message.user_id == "user_123"
# None user_id (anonymous)
message = Message(
session_id="test_session",
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id=None
)
assert message.user_id is None
def test_message_invalid_user_id(self):
"""Test Message model with invalid user_id values"""
# Non-string user_id
try:
Message(
session_id="test_session",
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id=123
)
assert False, "Should have raised error for non-string user_id"
except Exception as e:
assert "string" in str(e).lower()
def test_search_analytics_valid_user_id(self):
"""Test SearchAnalytics model with valid user_id values"""
# Valid user_id
search = SearchAnalytics(
message_id="test_message",
search_query="test query",
user_id="user_123"
)
assert search.user_id == "user_123"
# None user_id (anonymous)
search = SearchAnalytics(
message_id="test_message",
search_query="test query",
user_id=None
)
assert search.user_id is None
def test_search_analytics_invalid_user_id(self):
"""Test SearchAnalytics model with invalid user_id values"""
# Non-string user_id
try:
SearchAnalytics(
message_id="test_message",
search_query="test query",
user_id=123
)
assert False, "Should have raised error for non-string user_id"
except Exception as e:
assert "string" in str(e).lower()
def test_model_to_dict_includes_user_id(self):
"""Test that to_dict() methods include user_id field"""
# Session with user_id
session = Session(user_id="user_123")
session_dict = session.to_dict()
assert "user_id" in session_dict
assert session_dict["user_id"] == "user_123"
# Message with user_id
message = Message(
session_id="test_session",
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="user_123"
)
message_dict = message.to_dict()
assert "user_id" in message_dict
assert message_dict["user_id"] == "user_123"
# SearchAnalytics with user_id
search = SearchAnalytics(
message_id="test_message",
search_query="test query",
user_id="user_123"
)
search_dict = search.to_dict()
assert "user_id" in search_dict
assert search_dict["user_id"] == "user_123"
class TestAnalyticsCollectors:
"""Unit tests for analytics collectors with user_id support"""
async def test_create_session_with_user_id(self):
"""Test create_session function with user_id"""
# Create session with user_id
session = await create_session(user_agent="TestAgent", user_id="user_123")
assert session.user_id == "user_123"
assert session.user_agent == "TestAgent"
# Create anonymous session
session = await create_session(user_agent="TestAgent", user_id=None)
assert session.user_id is None
# Create session without user_id parameter
session = await create_session(user_agent="TestAgent")
assert session.user_id is None
async def test_track_message_with_user_id(self):
"""Test track_message function with user_id"""
# Create a session first
session = await create_session(user_id="user_123")
# Track message with user_id
message = await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="user_123"
)
assert message is not None
assert message.user_id == "user_123"
assert message.session_id == session.session_id
async def test_track_message_user_id_mismatch_warning(self):
"""Test that user_id mismatch between session and message logs warning"""
# Create a session with one user_id
session = await create_session(user_id="user_123")
# Track message with different user_id
message = await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="user_456" # Different user_id
)
assert message is not None
assert message.user_id == "user_456" # Message should use provided user_id
# Note: In a real test environment, we would check logs
# For now, we just verify the message was created with the provided user_id
print("βœ… User ID mismatch handling tested (warning would be logged)")
async def test_track_search_with_user_id(self):
"""Test track_search function with user_id"""
# Create session and message first
session = await create_session(user_id="user_123")
message = await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="user_123"
)
# Track search with user_id
search = await track_search(
message_id=message.message_id,
search_query="test query",
search_terms=["test", "query"],
brave_results=5,
duckduckgo_results=3,
total_unique_results=7,
user_id="user_123"
)
assert search is not None
assert search.user_id == "user_123"
assert search.message_id == message.message_id
class TestChatIntegration:
"""Integration tests for chat requests with user_id"""
async def test_chat_request_with_user_id(self):
"""Test chat request with user_id parameter"""
chat_data = {
"prompt": "Test message with user authentication",
"max_new_tokens": 100,
"use_search": False,
"temperature": 0.7,
"user_id": "test_user_123"
}
try:
async with httpx.AsyncClient(timeout=30.0) as client:
response = await client.post(
"http://localhost:7860/chat",
json=chat_data,
headers={"Content-Type": "application/json"}
)
assert response.status_code == 200
result = response.json()
assert "response" in result
# Check session ID in headers
session_id = response.headers.get('X-Session-ID')
assert session_id is not None
return session_id
except httpx.ConnectError:
print("⚠️ Server not running - skipping integration test")
return None
async def test_chat_request_without_user_id(self):
"""Test chat request without user_id parameter (anonymous)"""
chat_data = {
"prompt": "Test anonymous message",
"max_new_tokens": 100,
"use_search": False,
"temperature": 0.7
# No user_id field
}
try:
async with httpx.AsyncClient(timeout=30.0) as client:
response = await client.post(
"http://localhost:7860/chat",
json=chat_data,
headers={"Content-Type": "application/json"}
)
assert response.status_code == 200
result = response.json()
assert "response" in result
# Check session ID in headers
session_id = response.headers.get('X-Session-ID')
assert session_id is not None
return session_id
except httpx.ConnectError:
print("⚠️ Server not running - skipping integration test")
return None
async def test_chat_request_invalid_user_id(self):
"""Test chat request with invalid user_id"""
chat_data = {
"prompt": "Test message with invalid user_id",
"max_new_tokens": 100,
"use_search": False,
"temperature": 0.7,
"user_id": "invalid@user" # Invalid characters
}
try:
async with httpx.AsyncClient(timeout=30.0) as client:
response = await client.post(
"http://localhost:7860/chat",
json=chat_data,
headers={"Content-Type": "application/json"}
)
assert response.status_code == 400
result = response.json()
assert "detail" in result
assert "user_id can only contain alphanumeric characters" in result["detail"]
except httpx.ConnectError:
print("⚠️ Server not running - skipping integration test")
return
async def test_chat_request_empty_user_id(self):
"""Test chat request with empty user_id (should be treated as anonymous)"""
chat_data = {
"prompt": "Test message with empty user_id",
"max_new_tokens": 100,
"use_search": False,
"temperature": 0.7,
"user_id": "" # Empty string
}
try:
async with httpx.AsyncClient(timeout=30.0) as client:
response = await client.post(
"http://localhost:7860/chat",
json=chat_data,
headers={"Content-Type": "application/json"}
)
assert response.status_code == 200
result = response.json()
assert "response" in result
except httpx.ConnectError:
print("⚠️ Server not running - skipping integration test")
return
class TestUserAnalyticsFunctions:
"""Tests for user-specific analytics functions"""
async def setup_test_data(self):
"""Set up test data for analytics tests"""
# Create test sessions and messages
auth_session = await create_session(user_id="test_user_analytics")
anon_session = await create_session(user_id=None)
# Track messages
await track_message(
session_id=auth_session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
used_search=True,
user_id="test_user_analytics"
)
await track_message(
session_id=anon_session.session_id,
prompt_length=40,
response_length=80,
response_time_ms=800,
used_search=False,
user_id=None
)
return {
"auth_session": auth_session,
"anon_session": anon_session
}
async def test_get_user_statistics(self):
"""Test get_user_statistics function"""
result = await get_user_statistics()
assert isinstance(result, dict)
required_keys = [
"total_sessions", "authenticated_sessions", "anonymous_sessions",
"authenticated_session_percentage", "total_messages",
"authenticated_messages", "anonymous_messages",
"authenticated_message_percentage", "unique_authenticated_users"
]
for key in required_keys:
assert key in result
assert isinstance(result[key], (int, float))
assert result[key] >= 0
async def test_get_user_analytics_valid_user(self):
"""Test get_user_analytics with valid user_id"""
result = await get_user_analytics("test_user_analytics")
assert isinstance(result, dict)
assert result.get("user_id") == "test_user_analytics"
required_keys = [
"total_sessions", "active_sessions", "total_messages",
"messages_with_search", "search_usage_percentage",
"avg_response_time_ms", "daily_activity_last_30_days"
]
for key in required_keys:
assert key in result
async def test_get_user_analytics_invalid_user(self):
"""Test get_user_analytics with invalid user_id"""
# Test with None
result = await get_user_analytics(None)
assert "error" in result
# Test with empty string
result = await get_user_analytics("")
assert "error" in result
async def test_get_authenticated_vs_anonymous_metrics(self):
"""Test get_authenticated_vs_anonymous_metrics function"""
result = await get_authenticated_vs_anonymous_metrics()
assert isinstance(result, dict)
assert "authenticated" in result
assert "anonymous" in result
assert "comparison" in result
# Check structure of authenticated metrics
auth_metrics = result["authenticated"]
assert "sessions" in auth_metrics
assert "messages" in auth_metrics
assert "avg_messages_per_session" in auth_metrics
# Check structure of anonymous metrics
anon_metrics = result["anonymous"]
assert "sessions" in anon_metrics
assert "messages" in anon_metrics
assert "avg_messages_per_session" in anon_metrics
async def test_basic_stats_with_user_filter(self):
"""Test get_basic_stats with user_id filter"""
# Test without filter
result_all = await get_basic_stats()
assert isinstance(result_all, dict)
# Test with user filter
result_filtered = await get_basic_stats(user_id="test_user_analytics")
assert isinstance(result_filtered, dict)
assert "filtered_by_user_id" in result_filtered
assert result_filtered["filtered_by_user_id"] == "test_user_analytics"
class TestBackwardCompatibility:
"""Tests for backward compatibility with anonymous users"""
async def test_anonymous_session_creation(self):
"""Test that anonymous sessions work as before"""
# Create session without user_id (old way)
session = await create_session(user_agent="TestAgent")
assert session.user_id is None
assert session.user_agent == "TestAgent"
# Create session with explicit None user_id
session = await create_session(user_agent="TestAgent", user_id=None)
assert session.user_id is None
async def test_anonymous_message_tracking(self):
"""Test that anonymous message tracking works as before"""
session = await create_session()
# Track message without user_id (old way)
message = await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000
)
assert message is not None
assert message.user_id is None
assert message.session_id == session.session_id
async def test_anonymous_search_tracking(self):
"""Test that anonymous search tracking works as before"""
session = await create_session()
message = await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000
)
# Track search without user_id (old way)
search = await track_search(
message_id=message.message_id,
search_query="test query",
search_terms=["test", "query"]
)
assert search is not None
assert search.user_id is None
async def test_existing_analytics_functions_work(self):
"""Test that existing analytics functions work with mixed data"""
# Create both authenticated and anonymous data
auth_session = await create_session(user_id="test_user")
anon_session = await create_session()
await track_message(
session_id=auth_session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id="test_user"
)
await track_message(
session_id=anon_session.session_id,
prompt_length=40,
response_length=80,
response_time_ms=800
)
# Test that basic stats work
stats = await get_basic_stats()
assert isinstance(stats, dict)
assert stats["total_sessions"] >= 2
assert stats["total_messages"] >= 2
class TestPerformance:
"""Performance tests for user_id queries and indexes"""
async def test_user_id_query_performance(self):
"""Test performance of user_id queries"""
# Create test data
user_ids = [f"perf_user_{i}" for i in range(10)]
sessions = []
# Create sessions for performance testing
start_time = time.time()
for user_id in user_ids:
session = await create_session(user_id=user_id)
sessions.append(session)
# Track multiple messages per session
for j in range(5):
await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id=user_id
)
creation_time = time.time() - start_time
print(f"Data creation took: {creation_time:.2f} seconds")
# Test query performance
sessions_collection = await get_sessions_collection()
messages_collection = await get_messages_collection()
if sessions_collection and messages_collection:
# Test user-specific session queries
start_time = time.time()
for user_id in user_ids:
user_sessions = await sessions_collection.count_documents({"user_id": user_id})
assert user_sessions == 1
session_query_time = time.time() - start_time
print(f"Session queries took: {session_query_time:.2f} seconds")
# Test user-specific message queries
start_time = time.time()
for user_id in user_ids:
user_messages = await messages_collection.count_documents({"user_id": user_id})
assert user_messages == 5
message_query_time = time.time() - start_time
print(f"Message queries took: {message_query_time:.2f} seconds")
# Performance assertions (queries should be reasonably fast)
assert session_query_time < 5.0, f"Session queries too slow: {session_query_time:.2f}s"
assert message_query_time < 5.0, f"Message queries too slow: {message_query_time:.2f}s"
async def test_compound_index_performance(self):
"""Test performance of compound (user_id, timestamp) queries"""
# Create test data with timestamps
user_id = "compound_test_user"
session = await create_session(user_id=user_id)
# Create messages over time
start_time = time.time()
for i in range(20):
await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
user_id=user_id
)
# Small delay to create different timestamps
await asyncio.sleep(0.01)
creation_time = time.time() - start_time
print(f"Compound test data creation took: {creation_time:.2f} seconds")
# Test compound queries (user_id + timestamp range)
messages_collection = await get_messages_collection()
if messages_collection:
now = datetime.utcnow()
one_hour_ago = now - timedelta(hours=1)
start_time = time.time()
recent_messages = await messages_collection.count_documents({
"user_id": user_id,
"timestamp": {"$gte": one_hour_ago}
})
compound_query_time = time.time() - start_time
print(f"Compound query took: {compound_query_time:.2f} seconds")
assert recent_messages == 20
assert compound_query_time < 2.0, f"Compound query too slow: {compound_query_time:.2f}s"
async def test_analytics_function_performance(self):
"""Test performance of user analytics functions"""
# Create test user with data
user_id = "analytics_perf_user"
session = await create_session(user_id=user_id)
# Create multiple messages
for i in range(50):
await track_message(
session_id=session.session_id,
prompt_length=50,
response_length=100,
response_time_ms=1000,
used_search=(i % 2 == 0), # Alternate search usage
user_id=user_id
)
# Test performance of user analytics function
start_time = time.time()
user_analytics = await get_user_analytics(user_id)
analytics_time = time.time() - start_time
print(f"User analytics query took: {analytics_time:.2f} seconds")
assert isinstance(user_analytics, dict)
assert user_analytics.get("user_id") == user_id
assert user_analytics.get("total_messages") == 50
assert analytics_time < 5.0, f"User analytics too slow: {analytics_time:.2f}s"
# Test runner functions
async def run_unit_tests():
"""Run unit tests"""
print("πŸ§ͺ Running Unit Tests")
print("=" * 50)
# Test user_id validation
test_validation = TestUserIdValidation()
test_validation.test_session_valid_user_id()
test_validation.test_session_invalid_user_id()
test_validation.test_message_valid_user_id()
test_validation.test_message_invalid_user_id()
test_validation.test_search_analytics_valid_user_id()
test_validation.test_search_analytics_invalid_user_id()
test_validation.test_model_to_dict_includes_user_id()
print("βœ… User ID validation tests passed")
# Test analytics collectors
test_collectors = TestAnalyticsCollectors()
await test_collectors.test_create_session_with_user_id()
await test_collectors.test_track_message_with_user_id()
await test_collectors.test_track_search_with_user_id()
print("βœ… Analytics collectors tests passed")
async def run_integration_tests():
"""Run integration tests"""
print("\nπŸ”— Running Integration Tests")
print("=" * 50)
test_integration = TestChatIntegration()
try:
await test_integration.test_chat_request_with_user_id()
await test_integration.test_chat_request_without_user_id()
await test_integration.test_chat_request_invalid_user_id()
await test_integration.test_chat_request_empty_user_id()
print("βœ… Chat integration tests passed")
except Exception as e:
print(f"⚠️ Integration tests skipped: {e}")
async def run_analytics_tests():
"""Run analytics function tests"""
print("\nπŸ“Š Running Analytics Function Tests")
print("=" * 50)
test_analytics = TestUserAnalyticsFunctions()
await test_analytics.test_get_user_statistics()
await test_analytics.test_get_user_analytics_valid_user()
await test_analytics.test_get_user_analytics_invalid_user()
await test_analytics.test_get_authenticated_vs_anonymous_metrics()
await test_analytics.test_basic_stats_with_user_filter()
print("βœ… Analytics function tests passed")
async def run_compatibility_tests():
"""Run backward compatibility tests"""
print("\nπŸ”„ Running Backward Compatibility Tests")
print("=" * 50)
test_compat = TestBackwardCompatibility()
await test_compat.test_anonymous_session_creation()
await test_compat.test_anonymous_message_tracking()
await test_compat.test_anonymous_search_tracking()
await test_compat.test_existing_analytics_functions_work()
print("βœ… Backward compatibility tests passed")
async def run_performance_tests():
"""Run performance tests"""
print("\n⚑ Running Performance Tests")
print("=" * 50)
test_perf = TestPerformance()
await test_perf.test_user_id_query_performance()
await test_perf.test_compound_index_performance()
await test_perf.test_analytics_function_performance()
print("βœ… Performance tests passed")
async def main():
"""Run all comprehensive tests"""
print("πŸš€ Starting Comprehensive User Authentication Tests")
print("=" * 60)
try:
await run_unit_tests()
await run_integration_tests()
await run_analytics_tests()
await run_compatibility_tests()
await run_performance_tests()
print("\nπŸŽ‰ ALL TESTS PASSED!")
print("User authentication feature is working correctly.")
except Exception as e:
print(f"\n❌ TEST FAILED: {e}")
import traceback
traceback.print_exc()
return False
return True
if __name__ == "__main__":
success = asyncio.run(main())
exit(0 if success else 1)