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302 lines (245 loc) · 11.3 KB
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import socket
import time
import random
class SocketPerformanceTest:
def __init__(self, zentropy_port=6383, redis_port=6379):
self.zentropy_port = zentropy_port
self.redis_port = redis_port
self.data_sizes = [100, 1000, 5000, 20000]
# Test connections
self.redis_available = self.test_connection(redis_port, "Redis")
self.zentropy_available = self.test_connection(zentropy_port, "Zentropy")
def test_connection(self, port, name):
"""Test if a service is running on the specified port"""
try:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.settimeout(2)
result = sock.connect_ex(('127.0.0.1', port))
sock.close()
if result == 0:
print(f"✓ {name} is running on port {port}")
return True
else:
print(f"✗ {name} is NOT running on port {port}")
return False
except Exception as e:
print(f"Error checking {name} on port {port}: {e}")
return False
def send_redis_command(self, sock, command):
"""Send Redis protocol command and get response"""
# Redis protocol: *<number of args>\r\n$<length>\r\n<arg>\r\n...
parts = command.strip().split()
protocol = f"*{len(parts)}\r\n"
for part in parts:
protocol += f"${len(part)}\r\n{part}\r\n"
sock.sendall(protocol.encode())
response = sock.recv(4096).decode()
return response
def send_zentropy_command(self, sock, command):
"""Send Zentropy command (plain text)"""
sock.sendall((command + "\n").encode())
response = sock.recv(4096).decode()
return response
def generate_test_data(self, size):
"""Generate simple test data"""
data = []
base_time = int(time.time()) - size
for i in range(size):
timestamp = base_time + i
value = random.random() * 100
data.append((timestamp, value))
return data
def test_redis_write(self, data_size):
"""Test Redis write performance using socket"""
if not self.redis_available:
return None
test_data = self.generate_test_data(data_size)
ts_name = f"redis_test_{data_size}_{int(time.time())}"
try:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.redis_port))
start_time = time.time()
for timestamp, value in test_data:
# Using ZADD for sorted set (similar to time series)
command = f"ZADD {ts_name} {timestamp} {value}"
self.send_redis_command(sock, command)
redis_time = time.time() - start_time
sock.close()
print(f"Redis write {data_size} records: {redis_time*1000:.2f} ms ({data_size/redis_time:.1f} ops/sec)")
return redis_time
except Exception as e:
print(f"Redis write failed: {e}")
return None
def test_zentropy_write(self, data_size):
"""Test Zentropy write performance using socket"""
if not self.zentropy_available:
return None
test_data = self.generate_test_data(data_size)
ts_name = f"zt_test_{data_size}_{int(time.time())}"
try:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.zentropy_port))
start_time = time.time()
for timestamp, value in test_data:
# Assuming Zentropy uses ADD command: ADD <series> <timestamp> <value>
command = f"ADD {ts_name} {timestamp} {value}"
self.send_zentropy_command(sock, command)
zt_time = time.time() - start_time
sock.close()
print(f"Zentropy write {data_size} records: {zt_time*1000:.2f} ms ({data_size/zt_time:.1f} ops/sec)")
return zt_time
except Exception as e:
print(f"Zentropy write failed: {e}")
return None
def test_redis_read(self, data_size):
"""Test Redis read performance using socket"""
if not self.redis_available:
return None
ts_name = f"redis_test_{data_size}"
try:
# First write some data
test_data = self.generate_test_data(data_size)
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.redis_port))
for timestamp, value in test_data:
command = f"ZADD {ts_name} {timestamp} {value}"
self.send_redis_command(sock, command)
# Now test reading
start_time = time.time()
iterations = 10
for i in range(iterations):
command = f"ZRANGE {ts_name} 0 -1 WITHSCORES"
self.send_redis_command(sock, command)
redis_time = (time.time() - start_time) / iterations
sock.close()
print(f"Redis read {data_size} records: {redis_time*1000:.2f} ms avg")
return redis_time
except Exception as e:
print(f"Redis read failed: {e}")
return None
def test_zentropy_read(self, data_size):
"""Test Zentropy read performance using socket"""
if not self.zentropy_available:
return None
ts_name = f"zt_test_{data_size}"
try:
# First write some data
test_data = self.generate_test_data(data_size)
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.zentropy_port))
for timestamp, value in test_data:
command = f"ADD {ts_name} {timestamp} {value}"
self.send_zentropy_command(sock, command)
# Now test reading (assuming GET command)
start_time = time.time()
iterations = 10
for i in range(iterations):
command = f"GET {ts_name}"
self.send_zentropy_command(sock, command)
zt_time = (time.time() - start_time) / iterations
sock.close()
print(f"Zentropy read {data_size} records: {zt_time*1000:.2f} ms avg")
return zt_time
except Exception as e:
print(f"Zentropy read failed: {e}")
return None
def test_key_value_operations(self, data_size):
"""Test basic SET/GET operations (both support this)"""
results = {}
# Redis SET/GET test
if self.redis_available:
try:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.redis_port))
start_time = time.time()
for i in range(data_size):
key = f"key_{i}"
value = f"value_{i}_{random.random()}"
# SET operation
self.send_redis_command(sock, f"SET {key} {value}")
# GET operation
self.send_redis_command(sock, f"GET {key}")
redis_time = time.time() - start_time
sock.close()
results['redis'] = redis_time
print(f"Redis SET/GET {data_size} pairs: {redis_time*1000:.2f} ms")
except Exception as e:
print(f"Redis SET/GET failed: {e}")
results['redis'] = None
# Zentropy SET/GET test (if it supports key-value operations)
if self.zentropy_available:
try:
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect(('127.0.0.1', self.zentropy_port))
start_time = time.time()
for i in range(data_size):
key = f"key_{i}"
value = f"value_{i}_{random.random()}"
# Try SET command
self.send_zentropy_command(sock, f"SET {key} {value}")
# Try GET command
self.send_zentropy_command(sock, f"GET {key}")
zt_time = time.time() - start_time
sock.close()
results['zentropy'] = zt_time
print(f"Zentropy SET/GET {data_size} pairs: {zt_time*1000:.2f} ms")
except Exception as e:
print(f"Zentropy SET/GET failed: {e}")
results['zentropy'] = None
return results
def run_all_tests(self):
"""Run all performance tests"""
print("Starting socket-based performance comparison...")
print("=" * 60)
all_results = {}
for size in self.data_sizes:
print(f"\nTesting with {size} records:")
print("-" * 40)
# Write tests
redis_write = self.test_redis_write(size)
zentropy_write = self.test_zentropy_write(size)
# Read tests
redis_read = self.test_redis_read(size)
zentropy_read = self.test_zentropy_read(size)
# Key-value tests
kv_results = self.test_key_value_operations(min(100, size))
all_results[size] = {
'write': {
'redis': redis_write,
'zentropy': zentropy_write
},
'read': {
'redis': redis_read,
'zentropy': zentropy_read
},
'key_value': kv_results
}
self.print_summary(all_results)
return all_results
def print_summary(self, results):
"""Print summary of all test results"""
print("\n" + "=" * 60)
print("PERFORMANCE SUMMARY")
print("=" * 60)
for size in self.data_sizes:
print(f"\nData Size: {size} records")
print("-" * 40)
size_results = results[size]
for test_name, test_results in size_results.items():
print(f"{test_name.upper():<12} -> ", end="")
redis_time = test_results.get('redis')
zt_time = test_results.get('zentropy')
if redis_time and zt_time:
faster = "Zentropy" if zt_time < redis_time else "Redis"
ratio = redis_time / zt_time if zt_time < redis_time else zt_time / redis_time
print(f"Redis: {redis_time*1000:.2f} ms | Zentropy: {zt_time*1000:.2f} ms | {faster} is {ratio:.2f}x faster")
elif redis_time:
print(f"Redis: {redis_time:.2f}ms | Zentropy: N/A")
elif zt_time:
print(f"Redis: N/A | Zentropy: {zt_time:.2f}ms")
else:
print("Both: N/A")
# Run the benchmark
if __name__ == "__main__":
benchmark = SocketPerformanceTest(zentropy_port=6383, redis_port=6379)
results = benchmark.run_all_tests()