aboutsummaryrefslogtreecommitdiffstats
path: root/research/experiments/025-i64-cost/ab.py
diff options
context:
space:
mode:
Diffstat (limited to 'research/experiments/025-i64-cost/ab.py')
-rwxr-xr-xresearch/experiments/025-i64-cost/ab.py75
1 files changed, 75 insertions, 0 deletions
diff --git a/research/experiments/025-i64-cost/ab.py b/research/experiments/025-i64-cost/ab.py
new file mode 100755
index 0000000..a07ef72
--- /dev/null
+++ b/research/experiments/025-i64-cost/ab.py
@@ -0,0 +1,75 @@
+#!/usr/bin/env python3
+"""The bank's four queries on two pure-serves at once, the same rows loaded
+into each, asked in turns (the order flipped every round): ab.py BEFORE AFTER
+ROUNDS ASKS. Prints each query's median of the rounds' medians, and in how
+many rounds AFTER was slower. One process a side: what differs between two
+processes (where code and data land) stays in the comparison, so run it
+again on fresh processes (ab-sessions.sh) before believing a percent."""
+import http.client, json, random, select, shutil, statistics, subprocess, sys, tempfile, time
+from pathlib import Path
+ROOT = Path(__file__).resolve().parents[3]
+sys.path.insert(0, str(ROOT / 'benchmarks' / 'bank'))
+import queries as q
+aup = str(ROOT.parent / 'aup' / 'build' / 'aup')
+serves = {'before': sys.argv[1], 'after': sys.argv[2]}
+rounds, asks = int(sys.argv[3]), int(sys.argv[4])
+work = Path(tempfile.mkdtemp(prefix='pure-ab-', dir='/dev/shm'))
+processes = {}
+try:
+ module = work / 'bank.pmod'
+ subprocess.run([aup, 'build', str(q.HERE / 'bank.aup'), '-o', str(module)], check=True)
+ compiled = {}
+ for name, (view, _) in q.QUERIES.items():
+ (work / f'{name}.aup').write_text(view)
+ subprocess.run([aup, 'query', str(q.HERE / 'bank.aup'), str(work / f'{name}.aup'), '-o', str(work / f'{name}.pmod')], check=True)
+ compiled[name] = (work / f'{name}.pmod').read_bytes()
+ ports = {}
+ for version, serve in serves.items():
+ p = subprocess.Popen(['taskset', '-c', '0-2', serve, '--module', str(module), '--store', str(work / f'store-{version}'),
+ '--port', '0', '--timeout-ms', '600000'], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+ processes[version] = p
+ select.select([p.stdout], [], [], 10)
+ ports[version] = json.loads(p.stdout.readline())['port']
+ accounts, branches, transfers_n = 100000, 10, 20000
+ rng = random.Random(9)
+ tellers = 10 * branches
+ transfers = [(rng.randint(1, accounts), rng.randint(1, tellers), rng.randint(1, branches), rng.randint(-5000, 5000))
+ for _ in range(transfers_n)]
+ for version, port in ports.items():
+ q.post_all(port, '/inputs/branch', [json.dumps({'bid': b}).encode() for b in range(1, branches + 1)], 1)
+ q.post_all(port, '/inputs/teller', [json.dumps({'tid': t, 'bid': (t - 1) // 10 + 1}).encode() for t in range(1, tellers + 1)], 1)
+ q.post_all(port, '/inputs/account', [json.dumps({'aid': a, 'bid': (a - 1) % branches + 1}).encode()
+ for a in range(1, accounts + 1)])
+ q.post_all(port, '/inputs/transfer', [json.dumps({'aid': a, 'tid': t, 'bid': b, 'delta': d}).encode()
+ for a, t, b, d in transfers], 1)
+ clients = {v: http.client.HTTPConnection('127.0.0.1', port, timeout=120) for v, port in ports.items()}
+ for v, client in clients.items():
+ for name, data in compiled.items():
+ client.request('PUT', f'/queries/{name}', data)
+ r = client.getresponse(); r.read(); assert r.status == 200
+ answers = {}
+ medians = {v: {name: [] for name in q.QUERIES} for v in serves}
+ for r in range(rounds):
+ order = ['before', 'after'] if r % 2 == 0 else ['after', 'before']
+ for name in q.QUERIES:
+ for v in order:
+ times = []
+ for _ in range(asks):
+ began = time.perf_counter()
+ clients[v].request('GET', f'/queries/{name}')
+ res = clients[v].getresponse(); data = res.read()
+ times.append(time.perf_counter() - began)
+ assert res.status == 200
+ answers.setdefault(name, data)
+ assert answers[name] == data, name # both answer alike
+ medians[v][name].append(statistics.median(times) * 1e3)
+ for name in q.QUERIES:
+ b, a = medians['before'][name], medians['after'][name]
+ wins = sum(1 for x, y in zip(b, a) if y > x)
+ print(json.dumps({'query': name, 'before_ms': round(statistics.median(b), 3), 'after_ms': round(statistics.median(a), 3),
+ 'change_pct': round((statistics.median(a) / statistics.median(b) - 1) * 100, 2),
+ 'rounds_after_slower': wins, 'rounds': len(b)}), flush=True)
+finally:
+ for p in processes.values():
+ p.terminate(); p.communicate(timeout=60)
+ shutil.rmtree(work)