diff --git a/scripts/bench.py b/scripts/bench.py new file mode 100644 index 00000000..a9772811 --- /dev/null +++ b/scripts/bench.py @@ -0,0 +1,292 @@ +import asyncio +import inspect +import sqlite3 +import tempfile +import time +from typing import Any + +import click +from asyncpg import connect +from rich.console import Console +from rich.table import Table +from sqlalchemy import create_engine, text +from sqlalchemy.ext.asyncio import create_async_engine + +from sqlspec import SQLSpec +from sqlspec.adapters.asyncpg import AsyncpgConfig +from sqlspec.adapters.sqlite import SqliteConfig + + +ROWS_TO_INSERT = 100_000 + +@click.command() +@click.option( + "--driver", + multiple=True, + default=["sqlite"], + show_default=True, + help="List of driver names to benchmark (default: sqlite)", +) +def main(driver: tuple[str, ...]) -> None: + """Run benchmarks for the specified drivers.""" + results = [] + errors = [] + for drv in driver: + click.echo(f"Running benchmark for driver: {drv}") + results.extend(run_benchmark(drv, errors)) + if results: + print_benchmark_table(results) + else: + click.echo("No benchmark results to display.") + if errors: + for err in errors: + click.secho(f"Error: {err}", fg="red") + click.echo(f"Benchmarks complete for drivers: {', '.join(driver)}") + + +def run_benchmark(driver: str, errors: list[str]) -> list[dict[str, Any]]: + # List of (library, driver) pairs + libraries = [ + ("raw", driver), + ("sqlspec", driver), + ("sqlalchemy", driver), + ] + scenarios = [ + "initialization", + "write_heavy", + "read_heavy", + ] + results = [] + for scenario in scenarios: + for lib, drv in libraries: + func = SCENARIO_REGISTRY.get((lib, drv, scenario)) + if func is None: + errors.append(f"No implementation for library={lib}, driver={drv}, scenario={scenario}") + continue + start = time.perf_counter() + if inspect.iscoroutinefunction(func): + asyncio.run(func()) + else: + func() + elapsed = time.perf_counter() - start + results.append({ + "driver": drv, + "library": lib, + "scenario": scenario, + "time": elapsed, + }) + return results + + +# --- Scenario helpers and registry --- +# SQLite implementations +# ------------------------------ + +CREATE_TEST_TABLE = "CREATE TABLE test (value TEXT);" +DROP_TEST_TABLE = "DROP TABLE IF EXISTS test;" +INSERT_TEST_VALUE = "INSERT INTO test (value) VALUES (?);" +INSERT_TEST_VALUE_ASYNCPG = "INSERT INTO test (value) VALUES ($1);" +SELECT_TEST_VALUES = "SELECT * FROM test;" +INSERT_TEST_VALUE_SQLA = "INSERT INTO test (value) VALUES (:value);" + +def raw_sqlite_initialization()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + conn = sqlite3.connect(tmp.name) + conn.execute(CREATE_TEST_TABLE) + conn.close() + +def raw_sqlite_write_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + conn = sqlite3.connect(tmp.name) + conn.execute(CREATE_TEST_TABLE) + for i in range(ROWS_TO_INSERT): + conn.execute(INSERT_TEST_VALUE, (f"value_{i}",)) + conn.commit() + conn.close() + +def raw_sqlite_read_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + conn = sqlite3.connect(tmp.name) + conn.execute(CREATE_TEST_TABLE) + for i in range(ROWS_TO_INSERT): + conn.execute(INSERT_TEST_VALUE, (f"value_{i}",)) + conn.commit() + cursor = conn.execute(SELECT_TEST_VALUES) + rows = cursor.fetchall() + assert len(rows) == ROWS_TO_INSERT + conn.close() + +def sqlspec_sqlite_initialization()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + spec = SQLSpec() + config = SqliteConfig(database=tmp.name) + with spec.provide_session(config) as session: + session.execute(CREATE_TEST_TABLE) + +def sqlspec_sqlite_write_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + spec = SQLSpec() + config = SqliteConfig(database=tmp.name) + with spec.provide_session(config) as session: + session.execute(CREATE_TEST_TABLE) + for i in range(ROWS_TO_INSERT): + session.execute(INSERT_TEST_VALUE, f"value_{i}") + +def sqlspec_sqlite_read_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + spec = SQLSpec() + config = SqliteConfig(database=tmp.name) + with spec.provide_session(config) as session: + session.execute(CREATE_TEST_TABLE) + for i in range(ROWS_TO_INSERT): + session.execute(INSERT_TEST_VALUE, f"value_{i}") + rows = session.fetch(SELECT_TEST_VALUES) + assert len(rows) == ROWS_TO_INSERT + +def sqlalchemy_sqlite_initialization()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + engine = create_engine(f"sqlite:///{tmp.name}") + conn = engine.connect() + conn.execute(text(CREATE_TEST_TABLE)) + conn.close() + +def sqlalchemy_sqlite_write_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + engine = create_engine(f"sqlite:///{tmp.name}") + conn = engine.connect() + conn.execute(text(CREATE_TEST_TABLE)) + for i in range(ROWS_TO_INSERT): + conn.execute(text(INSERT_TEST_VALUE_SQLA), {"value": f"value_{i}"}) + conn.close() + +def sqlalchemy_sqlite_read_heavy()-> None: + with tempfile.NamedTemporaryFile(suffix=".db") as tmp: + engine = create_engine(f"sqlite:///{tmp.name}") + conn = engine.connect() + conn.execute(text(CREATE_TEST_TABLE)) + for i in range(ROWS_TO_INSERT): + conn.execute(text(INSERT_TEST_VALUE_SQLA), {"value": f"value_{i}"}) + result = conn.execute(text(SELECT_TEST_VALUES)) + rows = result.fetchall() + assert len(rows) == ROWS_TO_INSERT + conn.close() + +# Asyncpg implementations +async def raw_asyncpg_initialization()-> None: + conn = await connect(dsn="postgresql://postgres:postgres@localhost/postgres") + await conn.execute(DROP_TEST_TABLE ) + await conn.execute(CREATE_TEST_TABLE) + # truncate table to ensure clean state + await conn.close() + +async def raw_asyncpg_write_heavy()-> None: + conn = await connect(dsn="postgresql://postgres:postgres@localhost/postgres") + for i in range(ROWS_TO_INSERT): + await conn.execute(INSERT_TEST_VALUE_ASYNCPG, f"value_{i}") + await conn.close() + +async def raw_asyncpg_read_heavy(): + conn = await connect(dsn="postgresql://postgres:postgres@localhost/postgres") + rows = await conn.fetch(SELECT_TEST_VALUES) + await conn.close() + +async def sqlspec_asyncpg_initialization()-> None: + sqlec = SQLSpec() + config = AsyncpgConfig(connection_config={"dsn": "postgresql://postgres:postgres@localhost/postgres"}) + async with sqlec.provide_session(config) as session: + await session.execute(DROP_TEST_TABLE) + await session.execute(CREATE_TEST_TABLE) + +async def sqlspec_asyncpg_write_heavy()->None: + sqlec = SQLSpec() + config = AsyncpgConfig(connection_config={"dsn": "postgresql://postgres:postgres@localhost/postgres"}) + async with sqlec.provide_session(config) as session: + for i in range(ROWS_TO_INSERT): + await session.execute(INSERT_TEST_VALUE_ASYNCPG, f"value_{i}") + +async def sqlspec_asyncpg_read_heavy()->None: + sqlec = SQLSpec() + config = AsyncpgConfig(connection_config={"dsn": "postgresql://postgres:postgres@localhost/postgres"}) + async with sqlec.provide_session(config) as session: + rows = await session.fetch(SELECT_TEST_VALUES) + +async def sqlalchemy_asyncpg_initialization()->None: + engine = create_async_engine("postgresql+asyncpg://postgres:postgres@localhost/postgres") + async with engine.connect() as conn: + await conn.execute(text(DROP_TEST_TABLE)) + await conn.execute(text(CREATE_TEST_TABLE)) + +async def sqlalchemy_asyncpg_write_heavy() -> None: + engine = create_async_engine("postgresql+asyncpg://postgres:postgres@localhost/postgres") + async with engine.connect() as conn: + for i in range(ROWS_TO_INSERT): + await conn.execute(text(INSERT_TEST_VALUE_SQLA), {"value": f"value_{i}"}) + +async def sqlalchemy_asyncpg_read_heavy()-> None: + engine = create_async_engine("postgresql+asyncpg://postgres:postgres@localhost/postgres") + async with engine.begin() as conn: + result = await conn.execute(text(SELECT_TEST_VALUES)) + rows = result.fetchall() + +SCENARIO_REGISTRY = { + # SQLite scenarios + ("raw", "sqlite", "initialization"): raw_sqlite_initialization, + ("raw", "sqlite", "write_heavy"): raw_sqlite_write_heavy, + ("raw", "sqlite", "read_heavy"): raw_sqlite_read_heavy, + ("sqlspec", "sqlite", "initialization"): sqlspec_sqlite_initialization, + ("sqlspec", "sqlite", "write_heavy"): sqlspec_sqlite_write_heavy, + ("sqlspec", "sqlite", "read_heavy"): sqlspec_sqlite_read_heavy, + ("sqlalchemy", "sqlite", "initialization"): sqlalchemy_sqlite_initialization, + ("sqlalchemy", "sqlite", "write_heavy"): sqlalchemy_sqlite_write_heavy, + ("sqlalchemy", "sqlite", "read_heavy"): sqlalchemy_sqlite_read_heavy, + # Asyncpg scenarios + ("raw", "asyncpg", "initialization"): raw_asyncpg_initialization, + ("raw", "asyncpg", "write_heavy"): raw_asyncpg_write_heavy, + ("raw", "asyncpg", "read_heavy"): raw_asyncpg_read_heavy, + ("sqlspec", "asyncpg", "initialization"): sqlspec_asyncpg_initialization, + ("sqlspec", "asyncpg", "write_heavy"): sqlspec_asyncpg_write_heavy, + ("sqlspec", "asyncpg", "read_heavy"): sqlspec_asyncpg_read_heavy, + ("sqlalchemy", "asyncpg", "initialization"): sqlalchemy_asyncpg_initialization, + ("sqlalchemy", "asyncpg", "write_heavy"): sqlalchemy_asyncpg_write_heavy, + ("sqlalchemy", "asyncpg", "read_heavy"): sqlalchemy_asyncpg_read_heavy, +} + +def print_benchmark_table(results: list[dict[str, Any]]) -> None: + console = Console() + table = Table(title="Benchmark Results") + table.add_column("Driver", style="cyan", no_wrap=True) + table.add_column("Library", style="magenta") + table.add_column("Scenario", style="green") + table.add_column("Time (s)", justify="right", style="yellow") + table.add_column("% Slower vs Raw", justify="right", style="red") + + # Build a lookup for raw times: {(driver, scenario): time} + raw_times = {} + for row in results: + if row["library"] == "raw": + raw_times[(row["driver"], row["scenario"])] = row["time"] + + for row in results: + driver = row["driver"] + scenario = row["scenario"] + lib = row["library"] + t = row["time"] + if lib == "raw": + percent_slower = "—" + else: + raw_time = raw_times.get((driver, scenario)) + percent_slower = f"{100 * (t - raw_time) / raw_time:.1f}%" if raw_time and raw_time > 0 else "n/a" + table.add_row( + driver, + lib, + scenario, + f"{t:.4f}", + percent_slower + ) + console.print(table) + + +if __name__ == "__main__": + main() + + diff --git a/sqlspec/cli.py b/sqlspec/cli.py index 2940d70f..77f79485 100644 --- a/sqlspec/cli.py +++ b/sqlspec/cli.py @@ -1092,4 +1092,6 @@ def verify_memory(bind_key: str | None) -> None: # pyright: ignore[reportUnused except Exception as exc: console.print(f"[red]✗[/] {config_name}: {exc}") + return database_group + diff --git a/uv.lock b/uv.lock index 43bc5b82..bf209950 100644 --- a/uv.lock +++ b/uv.lock @@ -17,7 +17,7 @@ resolution-markers = [ [options] [options.exclude-newer-package] -mysql-connector-python = "2026-01-21T00:00:00Z" +mysql-connector-python = "2026-01-20T23:00:00Z" [[package]] name = "adbc-driver-bigquery" @@ 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