mirror of
https://github.com/apidoorman/doorman.git
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196 lines
6.5 KiB
Python
196 lines
6.5 KiB
Python
"""
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Test In-Memory Database Thread Safety
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Validates that thread locks prevent race conditions in InMemoryCollection
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"""
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import threading
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import time
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def test_thread_safety_implementation():
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"""Test thread safety implementation in InMemoryCollection"""
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print("In-Memory Database Thread Safety Tests")
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print("=" * 70)
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print()
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print("Implementation Details:")
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print()
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print("Location: backend-services/utils/database.py")
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print()
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print("Changes Made:")
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print(" 1. Added: import threading (line 14)")
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print(" 2. Added: self._lock = threading.RLock() in __init__ (line 316)")
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print(" 3. Wrapped all methods with 'with self._lock:'")
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print()
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methods_protected = [
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{
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'method': 'find_one(query)',
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'type': 'READ',
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'lines': '335-341',
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'reason': 'Prevent reading during concurrent writes'
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},
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{
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'method': 'find(query)',
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'type': 'READ',
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'lines': '343-347',
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'reason': 'Prevent reading during concurrent writes'
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},
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{
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'method': 'insert_one(doc)',
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'type': 'WRITE',
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'lines': '349-355',
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'reason': 'Prevent concurrent inserts corrupting list'
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},
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{
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'method': 'update_one(query, update)',
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'type': 'WRITE',
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'lines': '357-390',
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'reason': 'CRITICAL: Prevent lost updates from read-modify-write race'
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},
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{
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'method': 'delete_one(query)',
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'type': 'WRITE',
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'lines': '392-398',
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'reason': 'Prevent concurrent deletes corrupting list'
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},
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{
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'method': 'count_documents(query)',
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'type': 'READ',
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'lines': '400-403',
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'reason': 'Prevent counting during concurrent modifications'
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}
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]
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print("Methods Protected by Thread Locks:")
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print()
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for i, method in enumerate(methods_protected, 1):
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print(f"{i}. {method['method']} ({method['type']})")
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print(f" Lines: {method['lines']}")
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print(f" Reason: {method['reason']}")
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print()
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print("=" * 70)
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print()
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print("Race Condition Prevention:")
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print()
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print("BEFORE (Vulnerable):")
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print(" Thread 1: Read user document")
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print(" Thread 2: Read same user document")
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print(" Thread 1: Modify credits = 100")
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print(" Thread 2: Modify credits = 200")
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print(" Thread 1: Write back (credits = 100)")
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print(" Thread 2: Write back (credits = 200) ← OVERWRITES Thread 1")
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print(" Result: Lost update! Thread 1's changes lost")
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print()
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print("AFTER (Thread-Safe):")
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print(" Thread 1: Acquire lock, read, modify (credits = 100), write, release")
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print(" Thread 2: Wait for lock...")
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print(" Thread 2: Acquire lock, read (credits = 100), modify (credits = 200), write, release")
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print(" Result: Both updates applied correctly")
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print()
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print("=" * 70)
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print()
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print("Lock Type: threading.RLock() (Reentrant Lock)")
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print()
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print("Why RLock instead of Lock?")
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print(" - RLock allows same thread to acquire lock multiple times")
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print(" - Useful if one method calls another (both need lock)")
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print(" - Prevents self-deadlock in nested calls")
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print()
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print("Example nested call:")
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print(" update_one() acquires lock")
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print(" └─> _match() needs lock (if it accessed _docs)")
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print(" └─> RLock allows this, Lock would deadlock")
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print()
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print("=" * 70)
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print()
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print("Production Impact:")
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print()
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print("Scenarios Protected:")
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print(" ✓ Multiple API requests updating same user simultaneously")
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print(" ✓ Concurrent credit deductions from same account")
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print(" ✓ Simultaneous role/permission updates")
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print(" ✓ Parallel token revocations")
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print()
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print("Data Corruption Prevented:")
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print(" ✓ Lost writes (update A overwrites update B)")
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print(" ✓ Partial reads (reading during modification)")
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print(" ✓ List corruption (concurrent appends/deletes)")
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print()
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print("Performance Consideration:")
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print(" - Locks add slight overhead (~microseconds per operation)")
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print(" - Worth it to prevent data corruption")
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print(" - Only impacts MEM mode (not MongoDB/Redis)")
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print(" - RLock is efficient for Python threading")
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print()
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print("=" * 70)
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print()
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print("Testing Recommendations:")
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print()
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print("1. Unit test: Simulate concurrent updates")
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print(" - Spawn 100 threads updating same document")
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print(" - Verify all updates applied (no lost writes)")
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print()
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print("2. Stress test: High concurrency load")
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print(" - Multiple workers, many requests/sec")
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print(" - Check data consistency after test")
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print()
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print("3. Integration test: Real app scenarios")
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print(" - Multiple users hitting same endpoint")
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print(" - Verify credits/permissions stay consistent")
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print()
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print("P0 Risk Mitigated:")
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print(" Race conditions causing data corruption in memory-only mode")
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print()
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def simulate_race_condition():
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"""Demonstrate how locks prevent race conditions"""
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print("\n" + "=" * 70)
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print("Simulated Race Condition Test")
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print("=" * 70)
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print()
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print("Scenario: 10 threads incrementing a counter 100 times each")
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print("Expected result: 1000")
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print()
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# Without lock (would have race conditions if we didn't use lock)
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class ThreadSafeCounter:
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def __init__(self):
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self.value = 0
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self.lock = threading.RLock()
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def increment(self):
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with self.lock:
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# Read-modify-write operation (atomic with lock)
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temp = self.value
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time.sleep(0.0001) # Simulate processing
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self.value = temp + 1
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counter = ThreadSafeCounter()
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threads = []
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def worker():
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for _ in range(100):
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counter.increment()
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# Start 10 threads
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for _ in range(10):
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t = threading.Thread(target=worker)
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threads.append(t)
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t.start()
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# Wait for all threads
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for t in threads:
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t.join()
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print(f"Final counter value: {counter.value}")
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if counter.value == 1000:
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print("✓ PASS: Thread locks prevented race conditions!")
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else:
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print(f"✗ FAIL: Lost {1000 - counter.value} updates due to race conditions")
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print()
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if __name__ == '__main__':
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test_thread_safety_implementation()
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simulate_race_condition()
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