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Test user-specific analytics functions
"""
import pytest
import asyncio
from datetime import datetime, timedelta
from analytics.dashboard import (
get_user_statistics,
get_user_analytics,
get_authenticated_vs_anonymous_metrics,
get_basic_stats,
get_hourly_message_stats,
get_session_stats,
get_performance_stats
)
from analytics.collectors import create_session, track_message
from analytics.database import get_database, get_sessions_collection, get_messages_collection
@pytest.fixture
async def setup_test_data():
"""Set up test data for user analytics tests"""
# Create test sessions and messages with different user_ids
# Authenticated user sessions
auth_session1 = await create_session(user_agent="TestAgent", user_id="user_123")
auth_session2 = await create_session(user_agent="TestAgent", user_id="user_456")
# Anonymous sessions
anon_session1 = await create_session(user_agent="TestAgent", user_id=None)
anon_session2 = await create_session(user_agent="TestAgent")
# Track messages for authenticated users
await track_message(
session_id=auth_session1.session_id,
prompt_length=50,
response_length=200,
response_time_ms=1500,
used_search=True,
user_id="user_123"
)
await track_message(
session_id=auth_session1.session_id,
prompt_length=30,
response_length=150,
response_time_ms=1200,
used_search=False,
user_id="user_123"
)
await track_message(
session_id=auth_session2.session_id,
prompt_length=40,
response_length=180,
response_time_ms=1800,
used_search=True,
user_id="user_456"
)
# Track messages for anonymous users
await track_message(
session_id=anon_session1.session_id,
prompt_length=60,
response_length=220,
response_time_ms=1600,
used_search=False,
user_id=None
)
await track_message(
session_id=anon_session2.session_id,
prompt_length=35,
response_length=160,
response_time_ms=1300,
used_search=True
)
return {
"auth_sessions": [auth_session1, auth_session2],
"anon_sessions": [anon_session1, anon_session2],
"user_ids": ["user_123", "user_456"]
}
@pytest.mark.asyncio
async def test_get_user_statistics():
"""Test get_user_statistics function"""
result = await get_user_statistics()
# Should return a dictionary with expected keys
assert isinstance(result, dict)
assert "total_sessions" in result
assert "authenticated_sessions" in result
assert "anonymous_sessions" in result
assert "authenticated_session_percentage" in result
assert "total_messages" in result
assert "authenticated_messages" in result
assert "anonymous_messages" in result
assert "authenticated_message_percentage" in result
assert "unique_authenticated_users" in result
assert "last_updated" in result
# Values should be non-negative
assert result["total_sessions"] >= 0
assert result["authenticated_sessions"] >= 0
assert result["anonymous_sessions"] >= 0
assert result["total_messages"] >= 0
assert result["authenticated_messages"] >= 0
assert result["anonymous_messages"] >= 0
assert result["unique_authenticated_users"] >= 0
# Percentages should be between 0 and 100
assert 0 <= result["authenticated_session_percentage"] <= 100
assert 0 <= result["authenticated_message_percentage"] <= 100
@pytest.mark.asyncio
async def test_get_user_analytics_valid_user():
"""Test get_user_analytics function with valid user_id"""
result = await get_user_analytics("user_123")
# Should return a dictionary with expected keys
assert isinstance(result, dict)
assert "user_id" in result
assert result["user_id"] == "user_123"
assert "total_sessions" in result
assert "active_sessions" in result
assert "total_messages" in result
assert "messages_with_search" in result
assert "search_usage_percentage" in result
assert "avg_response_time_ms" in result
assert "min_response_time_ms" in result
assert "max_response_time_ms" in result
assert "avg_session_duration_seconds" in result
assert "max_session_duration_seconds" in result
assert "ended_sessions" in result
assert "avg_messages_per_session" in result
assert "max_messages_per_session" in result
assert "daily_activity_last_30_days" in result
assert "last_updated" in result
# Values should be non-negative
assert result["total_sessions"] >= 0
assert result["active_sessions"] >= 0
assert result["total_messages"] >= 0
assert result["messages_with_search"] >= 0
assert result["avg_response_time_ms"] >= 0
assert result["min_response_time_ms"] >= 0
assert result["max_response_time_ms"] >= 0
assert result["avg_session_duration_seconds"] >= 0
assert result["max_session_duration_seconds"] >= 0
assert result["ended_sessions"] >= 0
assert result["avg_messages_per_session"] >= 0
assert result["max_messages_per_session"] >= 0
# Search usage percentage should be between 0 and 100
assert 0 <= result["search_usage_percentage"] <= 100
# Daily activity should be a list
assert isinstance(result["daily_activity_last_30_days"], list)
@pytest.mark.asyncio
async def test_get_user_analytics_invalid_user():
"""Test get_user_analytics function 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
# Test with non-string
result = await get_user_analytics(123)
assert "error" in result
@pytest.mark.asyncio
async def test_get_authenticated_vs_anonymous_metrics():
"""Test get_authenticated_vs_anonymous_metrics function"""
result = await get_authenticated_vs_anonymous_metrics()
# Should return a dictionary with expected keys
assert isinstance(result, dict)
assert "authenticated" in result
assert "anonymous" in result
assert "comparison" in result
assert "last_updated" in result
# Check authenticated metrics structure
auth_metrics = result["authenticated"]
assert "sessions" in auth_metrics
assert "messages" in auth_metrics
assert "avg_messages_per_session" in auth_metrics
assert "avg_response_time_ms" in auth_metrics
assert "search_usage_percentage" in auth_metrics
assert "success_rate_percentage" in auth_metrics
assert "sessions_with_search_percentage" in auth_metrics
# Check anonymous metrics structure
anon_metrics = result["anonymous"]
assert "sessions" in anon_metrics
assert "messages" in anon_metrics
assert "avg_messages_per_session" in anon_metrics
assert "avg_response_time_ms" in anon_metrics
assert "search_usage_percentage" in anon_metrics
assert "success_rate_percentage" in anon_metrics
assert "sessions_with_search_percentage" in anon_metrics
# Check comparison metrics structure
comparison = result["comparison"]
assert "total_sessions" in comparison
assert "total_messages" in comparison
assert "authenticated_percentage" in comparison
# Values should be non-negative
assert auth_metrics["sessions"] >= 0
assert auth_metrics["messages"] >= 0
assert anon_metrics["sessions"] >= 0
assert anon_metrics["messages"] >= 0
assert comparison["total_sessions"] >= 0
assert comparison["total_messages"] >= 0
# Percentages should be between 0 and 100
assert 0 <= auth_metrics["search_usage_percentage"] <= 100
assert 0 <= auth_metrics["success_rate_percentage"] <= 100
assert 0 <= auth_metrics["sessions_with_search_percentage"] <= 100
assert 0 <= anon_metrics["search_usage_percentage"] <= 100
assert 0 <= anon_metrics["success_rate_percentage"] <= 100
assert 0 <= anon_metrics["sessions_with_search_percentage"] <= 100
assert 0 <= comparison["authenticated_percentage"] <= 100
@pytest.mark.asyncio
async def test_basic_stats_with_user_filter():
"""Test get_basic_stats function with user_id filter"""
# Test without filter
result_all = await get_basic_stats()
assert isinstance(result_all, dict)
assert "filtered_by_user_id" not in result_all
# Test with user filter
result_filtered = await get_basic_stats(user_id="user_123")
assert isinstance(result_filtered, dict)
assert "filtered_by_user_id" in result_filtered
assert result_filtered["filtered_by_user_id"] == "user_123"
# Filtered results should have same or fewer counts
assert result_filtered["total_sessions"] <= result_all["total_sessions"]
assert result_filtered["total_messages"] <= result_all["total_messages"]
@pytest.mark.asyncio
async def test_hourly_stats_with_user_filter():
"""Test get_hourly_message_stats function with user_id filter"""
# Test without filter
result_all = await get_hourly_message_stats(hours=24)
assert isinstance(result_all, list)
# Test with user filter
result_filtered = await get_hourly_message_stats(hours=24, user_id="user_123")
assert isinstance(result_filtered, list)
# Each hour entry should have expected structure
for hour_data in result_filtered:
assert "hour" in hour_data
assert "message_count" in hour_data
assert "search_count" in hour_data
assert "avg_response_time_ms" in hour_data
assert "success_rate" in hour_data
@pytest.mark.asyncio
async def test_session_stats_with_user_filter():
"""Test get_session_stats function with user_id filter"""
# Test without filter
result_all = await get_session_stats()
assert isinstance(result_all, dict)
assert "filtered_by_user_id" not in result_all
# Test with user filter
result_filtered = await get_session_stats(user_id="user_123")
assert isinstance(result_filtered, dict)
assert "filtered_by_user_id" in result_filtered
assert result_filtered["filtered_by_user_id"] == "user_123"
# Filtered results should have same or fewer counts
assert result_filtered["total_sessions"] <= result_all["total_sessions"]
assert result_filtered["active_sessions"] <= result_all["active_sessions"]
@pytest.mark.asyncio
async def test_performance_stats_with_user_filter():
"""Test get_performance_stats function with user_id filter"""
# Test without filter
result_all = await get_performance_stats()
assert isinstance(result_all, dict)
assert "filtered_by_user_id" not in result_all
# Test with user filter
result_filtered = await get_performance_stats(user_id="user_123")
assert isinstance(result_filtered, dict)
assert "filtered_by_user_id" in result_filtered
assert result_filtered["filtered_by_user_id"] == "user_123"
# Filtered results should have same or fewer counts
assert result_filtered["total_messages"] <= result_all["total_messages"]
assert result_filtered["failed_messages"] <= result_all["failed_messages"]
if __name__ == "__main__":
# Run a simple test to verify functions work
async def main():
print("Testing user analytics functions...")
try:
# Test user statistics
user_stats = await get_user_statistics()
print(f"User statistics: {user_stats}")
# Test authenticated vs anonymous metrics
auth_anon_metrics = await get_authenticated_vs_anonymous_metrics()
print(f"Auth vs Anon metrics: {auth_anon_metrics}")
# Test basic stats with filter
basic_stats = await get_basic_stats(user_id="test_user")
print(f"Basic stats (filtered): {basic_stats}")
print("All tests completed successfully!")
except Exception as e:
print(f"Error during testing: {e}")
asyncio.run(main()) |