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from __future__ import annotations
import os
import sys
import time
import random
import asyncio
import logging
import selectors
from enum import Enum
from typing import Any
from argparse import ArgumentParser, Namespace
from contextlib import contextmanager
from collections.abc import Generator
from concurrent.futures import ThreadPoolExecutor
logger = logging.getLogger()
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s %(levelname)s %(message)s",
)
class Driver(str, Enum):
psycopg2 = "psycopg2"
psycopg2_green = "psycopg2_green"
psycopg = "psycopg"
psycopg_async = "psycopg_async"
asyncpg = "asyncpg"
ids: list[int] = []
data: list[dict[str, Any]] = []
def main() -> None:
args = parse_cmdline()
ids[:] = range(args.ntests)
data[:] = [
dict(
id=i,
name="c%d" % i,
description="c%d" % i,
q=i * 10,
p=i * 20,
x=i * 30,
y=i * 40,
)
for i in ids
]
# Must be done just on end
drop_at_the_end = args.drop
args.drop = False
for i, name in enumerate(args.drivers):
if i == len(args.drivers) - 1:
args.drop = drop_at_the_end
if name == Driver.psycopg2:
import psycopg2 # type: ignore
run_psycopg2(psycopg2, args)
elif name == Driver.psycopg2_green:
import psycopg2
import psycopg2.extras # type: ignore
run_psycopg2_green(psycopg2, args)
elif name == Driver.psycopg:
import psycopg
run_psycopg(psycopg, args)
elif name == Driver.psycopg_async:
import psycopg
kwargs: dict[str, Any] = {}
if sys.platform == "win32":
if sys.version_info >= (3, 12):
kwargs["loop_factory"] = lambda: asyncio.SelectorEventLoop(
selectors.SelectSelector()
)
else:
asyncio.set_event_loop_policy(
asyncio.WindowsSelectorEventLoopPolicy()
)
asyncio.run(run_psycopg_async(psycopg, args), **kwargs)
elif name == Driver.asyncpg:
import asyncpg # type: ignore
asyncio.run(run_asyncpg(asyncpg, args))
else:
raise AssertionError(f"unknown driver: {name!r}")
# Must be done just on start
args.create = False
table = """
CREATE TABLE customer (
id SERIAL NOT NULL,
name VARCHAR(255),
description VARCHAR(255),
q INTEGER,
p INTEGER,
x INTEGER,
y INTEGER,
z INTEGER,
PRIMARY KEY (id)
)
"""
drop = "DROP TABLE IF EXISTS customer"
insert = """
INSERT INTO customer (id, name, description, q, p, x, y) VALUES
(%(id)s, %(name)s, %(description)s, %(q)s, %(p)s, %(x)s, %(y)s)
"""
select = """
SELECT customer.id, customer.name, customer.description, customer.q,
customer.p, customer.x, customer.y, customer.z
FROM customer
WHERE customer.id = %(id)s
"""
@contextmanager
def time_log(message: str) -> Generator[None]:
start = time.monotonic()
yield
end = time.monotonic()
logger.info(f"Run {message} in {end - start} s")
def run_psycopg2(psycopg2: Any, args: Namespace) -> None:
logger.info("Running psycopg2")
if args.create:
logger.info(f"inserting {args.ntests} test records")
with psycopg2.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
cursor.execute(table)
cursor.executemany(insert, data)
conn.commit()
def run(i):
logger.info(f"thread {i} running {args.ntests} queries")
to_query = random.choices(ids, k=args.ntests)
with psycopg2.connect(args.dsn) as conn:
with time_log("psycopg2"):
for id_ in to_query:
with conn.cursor() as cursor:
cursor.execute(select, {"id": id_})
cursor.fetchall()
# conn.rollback()
if args.concurrency == 1:
run(0)
else:
with ThreadPoolExecutor(max_workers=args.concurrency) as executor:
list(executor.map(run, range(args.concurrency)))
if args.drop:
logger.info("dropping test records")
with psycopg2.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
conn.commit()
def run_psycopg2_green(psycopg2: Any, args: Namespace) -> None:
logger.info("Running psycopg2_green")
psycopg2.extensions.set_wait_callback(psycopg2.extras.wait_select)
if args.create:
logger.info(f"inserting {args.ntests} test records")
with psycopg2.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
cursor.execute(table)
cursor.executemany(insert, data)
conn.commit()
def run(i):
logger.info(f"thread {i} running {args.ntests} queries")
to_query = random.choices(ids, k=args.ntests)
with psycopg2.connect(args.dsn) as conn:
with time_log("psycopg2"):
for id_ in to_query:
with conn.cursor() as cursor:
cursor.execute(select, {"id": id_})
cursor.fetchall()
# conn.rollback()
if args.concurrency == 1:
run(0)
else:
with ThreadPoolExecutor(max_workers=args.concurrency) as executor:
list(executor.map(run, range(args.concurrency)))
if args.drop:
logger.info("dropping test records")
with psycopg2.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
conn.commit()
psycopg2.extensions.set_wait_callback(None)
def run_psycopg(psycopg: Any, args: Namespace) -> None:
logger.info("Running psycopg sync")
if args.create:
logger.info(f"inserting {args.ntests} test records")
with psycopg.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
cursor.execute(table)
cursor.executemany(insert, data)
conn.commit()
def run(i):
logger.info(f"thread {i} running {args.ntests} queries")
to_query = random.choices(ids, k=args.ntests)
with psycopg.connect(args.dsn) as conn:
with time_log("psycopg"):
for id_ in to_query:
with conn.cursor() as cursor:
cursor.execute(select, {"id": id_})
cursor.fetchall()
# conn.rollback()
if args.concurrency == 1:
run(0)
else:
with ThreadPoolExecutor(max_workers=args.concurrency) as executor:
list(executor.map(run, range(args.concurrency)))
if args.drop:
logger.info("dropping test records")
with psycopg.connect(args.dsn) as conn:
with conn.cursor() as cursor:
cursor.execute(drop)
conn.commit()
async def run_psycopg_async(psycopg: Any, args: Namespace) -> None:
logger.info("Running psycopg async")
conn: Any
if args.create:
logger.info(f"inserting {args.ntests} test records")
async with await psycopg.AsyncConnection.connect(args.dsn) as conn:
async with conn.cursor() as cursor:
await cursor.execute(drop)
await cursor.execute(table)
await cursor.executemany(insert, data)
await conn.commit()
async def run(i):
logger.info(f"task {i} running {args.ntests} queries")
to_query = random.choices(ids, k=args.ntests)
async with await psycopg.AsyncConnection.connect(args.dsn) as conn:
with time_log("psycopg_async"):
for id_ in to_query:
cursor = await conn.execute(select, {"id": id_})
await cursor.fetchall()
await cursor.close()
# await conn.rollback()
if args.concurrency == 1:
await run(0)
else:
tasks = [run(i) for i in range(args.concurrency)]
await asyncio.gather(*tasks)
if args.drop:
logger.info("dropping test records")
async with await psycopg.AsyncConnection.connect(args.dsn) as conn:
async with conn.cursor() as cursor:
await cursor.execute(drop)
await conn.commit()
async def run_asyncpg(asyncpg: Any, args: Namespace) -> None:
logger.info("Running asyncpg")
places = dict(id="$1", name="$2", description="$3", q="$4", p="$5", x="$6", y="$7")
a_insert = insert % places
a_select = select % {"id": "$1"}
conn: Any
if args.create:
logger.info(f"inserting {args.ntests} test records")
conn = await asyncpg.connect(args.dsn)
async with conn.transaction():
await conn.execute(drop)
await conn.execute(table)
await conn.executemany(a_insert, [tuple(d.values()) for d in data])
await conn.close()
async def run(i):
logger.info(f"task {i} running {args.ntests} queries")
to_query = random.choices(ids, k=args.ntests)
conn = await asyncpg.connect(args.dsn)
with time_log("asyncpg"):
for id_ in to_query:
# tr = conn.transaction()
# await tr.start()
await conn.fetch(a_select, id_)
# await tr.rollback()
await conn.close()
if args.concurrency == 1:
await run(0)
else:
tasks = [run(i) for i in range(args.concurrency)]
await asyncio.gather(*tasks)
if args.drop:
logger.info("dropping test records")
conn = await asyncpg.connect(args.dsn)
async with conn.transaction():
await conn.execute(drop)
await conn.close()
def parse_cmdline() -> Namespace:
parser = ArgumentParser(description=__doc__)
parser.add_argument(
"drivers",
nargs="+",
metavar="DRIVER",
type=Driver,
help=f"the drivers to test [choices: {', '.join(d.value for d in Driver)}]",
)
parser.add_argument(
"--ntests",
"-n",
type=int,
default=10_000,
help="number of tests to perform [default: %(default)s]",
)
parser.add_argument(
"--concurrency",
"-c",
type=int,
default=1,
help="number of parallel tasks [default: %(default)s]",
)
parser.add_argument(
"--dsn",
default=os.environ.get("PSYCOPG_TEST_DSN", ""),
help="database connection string"
" [default: %(default)r (from PSYCOPG_TEST_DSN env var)]",
)
parser.add_argument(
"--no-create",
dest="create",
action="store_false",
default="True",
help="skip data creation before tests (it must exist already)",
)
parser.add_argument(
"--no-drop",
dest="drop",
action="store_false",
default="True",
help="skip data drop after tests",
)
opt = parser.parse_args()
return opt
if __name__ == "__main__":
main()
|
