|
| 1 | +""" |
| 2 | +A/B benchmark: measure concurrent connection throughput before and after GIL release. |
| 3 | +
|
| 4 | +This script is meant to be run twice — once with the baseline .so (GIL held) and |
| 5 | +once with the new .so (GIL released during connect/disconnect). It prints timing |
| 6 | +results that can be compared. |
| 7 | +""" |
| 8 | +import os |
| 9 | +import sys |
| 10 | +import time |
| 11 | +import threading |
| 12 | +import statistics |
| 13 | + |
| 14 | +sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..")) |
| 15 | +import mssql_python |
| 16 | +from mssql_python import connect |
| 17 | + |
| 18 | +CONN_STR = os.environ["DB_CONNECTION_STRING"] |
| 19 | +NUM_THREADS = 10 |
| 20 | +WARMUP = 3 |
| 21 | +SERIAL_ROUNDS = 5 |
| 22 | + |
| 23 | + |
| 24 | +def connect_and_close(): |
| 25 | + conn = connect(CONN_STR) |
| 26 | + conn.close() |
| 27 | + |
| 28 | + |
| 29 | +def benchmark_serial(): |
| 30 | + """Measure serial connect/close time.""" |
| 31 | + times = [] |
| 32 | + for _ in range(SERIAL_ROUNDS): |
| 33 | + start = time.perf_counter() |
| 34 | + connect_and_close() |
| 35 | + times.append(time.perf_counter() - start) |
| 36 | + return times |
| 37 | + |
| 38 | + |
| 39 | +def benchmark_concurrent(n_threads): |
| 40 | + """Measure wall-clock time for n_threads concurrent connect/close.""" |
| 41 | + barrier = threading.Barrier(n_threads) |
| 42 | + thread_times = [None] * n_threads |
| 43 | + errors = [] |
| 44 | + |
| 45 | + def worker(idx): |
| 46 | + try: |
| 47 | + barrier.wait(timeout=30) |
| 48 | + start = time.perf_counter() |
| 49 | + connect_and_close() |
| 50 | + thread_times[idx] = time.perf_counter() - start |
| 51 | + except Exception as e: |
| 52 | + errors.append((idx, str(e))) |
| 53 | + |
| 54 | + threads = [threading.Thread(target=worker, args=(i,), daemon=True) for i in range(n_threads)] |
| 55 | + wall_start = time.perf_counter() |
| 56 | + for t in threads: |
| 57 | + t.start() |
| 58 | + for t in threads: |
| 59 | + t.join(timeout=120) |
| 60 | + wall_time = time.perf_counter() - wall_start |
| 61 | + return wall_time, thread_times, errors |
| 62 | + |
| 63 | + |
| 64 | +def main(): |
| 65 | + mssql_python.pooling(enabled=False) |
| 66 | + |
| 67 | + # Warm up |
| 68 | + print(f"Warming up ({WARMUP} rounds)...") |
| 69 | + for _ in range(WARMUP): |
| 70 | + connect_and_close() |
| 71 | + |
| 72 | + # Serial baseline |
| 73 | + print(f"\n--- Serial Baseline ({SERIAL_ROUNDS} rounds) ---") |
| 74 | + serial_times = benchmark_serial() |
| 75 | + serial_median = statistics.median(serial_times) |
| 76 | + print(f" Individual: {[f'{t*1000:.1f}ms' for t in serial_times]}") |
| 77 | + print(f" Median: {serial_median*1000:.1f} ms") |
| 78 | + |
| 79 | + # Concurrent |
| 80 | + print(f"\n--- Concurrent ({NUM_THREADS} threads) ---") |
| 81 | + results = [] |
| 82 | + for trial in range(3): |
| 83 | + wall, thread_times, errors = benchmark_concurrent(NUM_THREADS) |
| 84 | + if errors: |
| 85 | + print(f" Trial {trial+1}: ERRORS {errors}") |
| 86 | + continue |
| 87 | + results.append(wall) |
| 88 | + print(f" Trial {trial+1}: wall={wall*1000:.1f}ms " |
| 89 | + f"per-thread=[{', '.join(f'{t*1000:.0f}' for t in thread_times if t)}]ms") |
| 90 | + |
| 91 | + if not results: |
| 92 | + print("All trials failed!") |
| 93 | + return |
| 94 | + |
| 95 | + concurrent_median = statistics.median(results) |
| 96 | + serial_estimate = NUM_THREADS * serial_median |
| 97 | + speedup = serial_estimate / concurrent_median |
| 98 | + |
| 99 | + print(f"\n{'='*60}") |
| 100 | + print(f"RESULTS") |
| 101 | + print(f"{'='*60}") |
| 102 | + print(f" Serial median (1 conn): {serial_median*1000:.1f} ms") |
| 103 | + print(f" Serial estimate ({NUM_THREADS} × serial): {serial_estimate*1000:.1f} ms") |
| 104 | + print(f" Concurrent median ({NUM_THREADS} threads): {concurrent_median*1000:.1f} ms") |
| 105 | + print(f" Speedup: {speedup:.2f}x") |
| 106 | + print(f"{'='*60}") |
| 107 | + |
| 108 | + if speedup > 2.0: |
| 109 | + print(f" ✅ GIL is released — {speedup:.1f}x parallel speedup") |
| 110 | + else: |
| 111 | + print(f" ❌ GIL appears to be held — only {speedup:.1f}x speedup (expected >2x)") |
| 112 | + |
| 113 | + |
| 114 | +if __name__ == "__main__": |
| 115 | + main() |
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