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Copy pathconcurrent_sql_test.py
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executable file
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#!/usr/bin/env python3
"""
Concurrent SQL test script using databend-driver.
Starts user-specified number of threads to execute SQL queries concurrently.
"""
import argparse
import threading
import time
import sys
from typing import List, Dict, Any
from concurrent.futures import ThreadPoolExecutor, as_completed
from databend_driver import BlockingDatabendClient
class SQLTestResult:
"""Container for SQL test results."""
def __init__(self, thread_id: int, query: str):
self.thread_id = thread_id
self.query = query
self.success = False
self.error = None
self.results = [] # Store all iteration results
self.duration = 0.0
class ConcurrentSQLTester:
"""Manages concurrent SQL testing."""
def __init__(
self,
servers: List[Dict[str, Any]] = None,
user: str = "root",
password: str = "",
database: str = "default",
):
if servers is None:
servers = [{"host": "localhost", "port": 8000}]
self.servers = servers
self.user = user
self.password = password
self.database = database
self.results: List[SQLTestResult] = []
self.lock = threading.Lock()
print(f"📡 Configured {len(self.servers)} query servers:")
for i, server in enumerate(self.servers):
print(f" Server {i + 1}: {server['host']}:{server['port']}")
def _create_connection(self, server_index: int = None) -> BlockingDatabendClient:
"""Create a new database connection to a specific server."""
if server_index is None:
# Round-robin server selection
server_index = threading.current_thread().ident % len(self.servers)
else:
server_index = server_index % len(self.servers)
server = self.servers[server_index]
dsn = f"databend://{self.user}:{self.password}@{server['host']}:{server['port']}/{self.database}?sslmode=disable"
return BlockingDatabendClient(dsn), server_index
def _execute_query(
self, thread_id: int, query: str, iterations: int = 1
) -> SQLTestResult:
"""Execute SQL query in a single thread."""
result = SQLTestResult(thread_id, query)
try:
# Use thread_id to determine server for consistent routing
client, server_index = self._create_connection(thread_id)
server = self.servers[server_index]
start_time = time.time()
for i in range(iterations):
iteration_start = time.time()
cursor = client.cursor()
cursor.execute(query)
# Fetch all results to ensure query completion
if cursor.description:
rows = cursor.fetchall()
iteration_time = time.time() - iteration_start
# Convert Row objects to readable format
row_data = [list(row) for row in rows]
result.results.append(
{
"iteration": i + 1,
"data": row_data,
"duration": iteration_time,
"server": f"{server['host']}:{server['port']}",
}
)
print(
f" Thread {result.thread_id} iteration {i + 1} [Server {server_index + 1}]: {row_data} ({iteration_time:.3f}s)"
)
else:
iteration_time = time.time() - iteration_start
result.results.append(
{
"iteration": i + 1,
"data": None,
"duration": iteration_time,
"server": f"{server['host']}:{server['port']}",
}
)
print(
f" Thread {result.thread_id} iteration {i + 1} [Server {server_index + 1}]: No result ({iteration_time:.3f}s)"
)
cursor.close()
result.duration = time.time() - start_time
result.success = True
except Exception as e:
result.error = str(e)
result.success = False
return result
def run_concurrent_test(
self, query: str, num_threads: int, iterations_per_thread: int = 1
) -> Dict[str, Any]:
"""Run concurrent SQL test with specified number of threads."""
print(f"🚀 Starting concurrent SQL test:")
print(f" Query: {query}")
print(f" Threads: {num_threads}")
print(f" Iterations per thread: {iterations_per_thread}")
print(f" Total queries: {num_threads * iterations_per_thread}")
print()
start_time = time.time()
results = []
# Execute queries concurrently
with ThreadPoolExecutor(max_workers=num_threads) as executor:
futures = [
executor.submit(self._execute_query, i, query, iterations_per_thread)
for i in range(num_threads)
]
for future in as_completed(futures):
result = future.result()
results.append(result)
status = "✅" if result.success else "❌"
print(
f"{status} Thread {result.thread_id} completed: {result.duration:.3f}s total"
)
if not result.success:
print(f" Error: {result.error}")
total_time = time.time() - start_time
# Calculate statistics
successful_results = [r for r in results if r.success]
failed_results = [r for r in results if not r.success]
stats = {
"total_threads": num_threads,
"iterations_per_thread": iterations_per_thread,
"total_queries": num_threads * iterations_per_thread,
"successful": len(successful_results),
"failed": len(failed_results),
"total_time": total_time,
"avg_query_time": sum(r.duration for r in successful_results)
/ len(successful_results)
if successful_results
else 0,
"queries_per_second": (len(successful_results) * iterations_per_thread)
/ total_time
if total_time > 0
else 0,
}
self._print_summary(stats, failed_results)
return stats
def _print_summary(
self, stats: Dict[str, Any], failed_results: List[SQLTestResult]
):
"""Print test summary."""
print("\n📊 Test Summary:")
print(f" Total threads: {stats['total_threads']}")
print(f" Queries per thread: {stats['iterations_per_thread']}")
print(f" Total queries executed: {stats['total_queries']}")
print(f" Successful: {stats['successful']}")
print(f" Failed: {stats['failed']}")
print(f" Total time: {stats['total_time']:.3f}s")
print(f" Average query time: {stats['avg_query_time']:.3f}s")
print(f" Queries per second: {stats['queries_per_second']:.2f}")
if failed_results:
print(f"\n❌ Failed queries:")
for result in failed_results:
print(f" Thread {result.thread_id}: {result.error}")
def main():
"""Main function."""
parser = argparse.ArgumentParser(
description="Concurrent SQL test using databend-driver"
)
parser.add_argument(
"--threads",
"-t",
type=int,
default=5,
help="Number of concurrent threads (default: 5)",
)
parser.add_argument(
"--query",
"-q",
type=str,
default="select avg(number) from yy",
help="SQL query to execute",
)
parser.add_argument(
"--iterations",
"-i",
type=int,
default=1,
help="Number of iterations per thread (default: 1)",
)
parser.add_argument(
"--servers",
"-s",
type=str,
default="localhost:8000",
help="Comma-separated list of servers (default: localhost:8000). Example: localhost:8000,localhost:8001",
)
parser.add_argument(
"--user", "-u", type=str, default="ana", help="Database user (default: ana)"
)
parser.add_argument(
"--password",
"-p",
type=str,
default="123",
help="Database password (default: 123)",
)
parser.add_argument(
"--database",
"-d",
type=str,
default="default",
help="Database name (default: default)",
)
args = parser.parse_args()
# Validate arguments
if args.threads <= 0:
print("❌ Number of threads must be positive")
sys.exit(1)
if args.iterations <= 0:
print("❌ Number of iterations must be positive")
sys.exit(1)
if not args.query.strip():
print("❌ Query cannot be empty")
sys.exit(1)
# Parse servers
servers = []
for server_str in args.servers.split(","):
server_str = server_str.strip()
if ":" in server_str:
host, port_str = server_str.split(":", 1)
try:
port = int(port_str)
servers.append({"host": host.strip(), "port": port})
except ValueError:
print(f"❌ Invalid port in server '{server_str}'")
sys.exit(1)
else:
print(f"❌ Invalid server format '{server_str}'. Expected host:port")
sys.exit(1)
# Create tester and run test
tester = ConcurrentSQLTester(
servers=servers, user=args.user, password=args.password, database=args.database
)
try:
stats = tester.run_concurrent_test(
query=args.query,
num_threads=args.threads,
iterations_per_thread=args.iterations,
)
# Exit with error code if any queries failed
if stats["failed"] > 0:
sys.exit(1)
except KeyboardInterrupt:
print("\n🔄 Test interrupted by user")
sys.exit(1)
except Exception as e:
print(f"❌ Test failed: {e}")
sys.exit(1)
if __name__ == "__main__":
main()