Spaces:
Sleeping
Sleeping
File size: 29,615 Bytes
04aa1ba | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 | #!/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("β
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("β οΈ 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("β οΈ 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("β οΈ 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("β οΈ 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("π§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("β
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("β
Analytics collectors tests passed")
async def run_integration_tests():
"""Run integration tests"""
print("\nπ 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("β
Chat integration tests passed")
except Exception as e:
print(f"β οΈ Integration tests skipped: {e}")
async def run_analytics_tests():
"""Run analytics function tests"""
print("\nπ 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("β
Analytics function tests passed")
async def run_compatibility_tests():
"""Run backward compatibility tests"""
print("\nπ 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("β
Backward compatibility tests passed")
async def run_performance_tests():
"""Run performance tests"""
print("\nβ‘ 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("β
Performance tests passed")
async def main():
"""Run all comprehensive tests"""
print("π 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("\nπ ALL TESTS PASSED!")
print("User authentication feature is working correctly.")
except Exception as e:
print(f"\nβ 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) |