Erik Friese d34b16993d
Use external package betterproto-rust-codec for better (de-)serialization performance (#545)
* optionally use betterproto-rust-codec
* monkey patch `parse` and `__bytes__`
2023-12-07 11:21:29 +11:00

118 lines
3.7 KiB
Python

from dataclasses import dataclass
from typing import List
import betterproto
@dataclass
class TestMessage(betterproto.Message):
foo: int = betterproto.uint32_field(1)
bar: str = betterproto.string_field(2)
baz: float = betterproto.float_field(3)
@dataclass
class TestNestedChildMessage(betterproto.Message):
str_key: str = betterproto.string_field(1)
bytes_key: bytes = betterproto.bytes_field(2)
bool_key: bool = betterproto.bool_field(3)
float_key: float = betterproto.float_field(4)
int_key: int = betterproto.uint64_field(5)
@dataclass
class TestNestedMessage(betterproto.Message):
foo: TestNestedChildMessage = betterproto.message_field(1)
bar: TestNestedChildMessage = betterproto.message_field(2)
baz: TestNestedChildMessage = betterproto.message_field(3)
@dataclass
class TestRepeatedMessage(betterproto.Message):
foo_repeat: List[str] = betterproto.string_field(1)
bar_repeat: List[int] = betterproto.int64_field(2)
baz_repeat: List[bool] = betterproto.bool_field(3)
class BenchMessage:
"""Test creation and usage a proto message."""
def setup(self):
self.cls = TestMessage
self.instance = TestMessage()
self.instance_filled = TestMessage(0, "test", 0.0)
self.instance_filled_bytes = bytes(self.instance_filled)
self.instance_filled_nested = TestNestedMessage(
TestNestedChildMessage("foo", bytearray(b"test1"), True, 0.1234, 500),
TestNestedChildMessage("bar", bytearray(b"test2"), True, 3.1415, 302),
TestNestedChildMessage("baz", bytearray(b"test3"), False, 1e5, 300),
)
self.instance_filled_nested_bytes = bytes(self.instance_filled_nested)
self.instance_filled_repeated = TestRepeatedMessage(
[f"test{i}" for i in range(1_000)],
[(i - 500) ** 3 for i in range(1_000)],
[i % 2 == 0 for i in range(1_000)],
)
self.instance_filled_repeated_bytes = bytes(self.instance_filled_repeated)
def time_overhead(self):
"""Overhead in class definition."""
@dataclass
class Message(betterproto.Message):
foo: int = betterproto.uint32_field(1)
bar: str = betterproto.string_field(2)
baz: float = betterproto.float_field(3)
def time_instantiation(self):
"""Time instantiation"""
self.cls()
def time_attribute_access(self):
"""Time to access an attribute"""
self.instance.foo
self.instance.bar
self.instance.baz
def time_init_with_values(self):
"""Time to set an attribute"""
self.cls(0, "test", 0.0)
def time_attribute_setting(self):
"""Time to set attributes"""
self.instance.foo = 0
self.instance.bar = "test"
self.instance.baz = 0.0
def time_serialize(self):
"""Time serializing a message to wire."""
bytes(self.instance_filled)
def time_deserialize(self):
"""Time deserialize a message."""
TestMessage().parse(self.instance_filled_bytes)
def time_serialize_nested(self):
"""Time serializing a nested message to wire."""
bytes(self.instance_filled_nested)
def time_deserialize_nested(self):
"""Time deserialize a nested message."""
TestNestedMessage().parse(self.instance_filled_nested_bytes)
def time_serialize_repeated(self):
"""Time serializing a repeated message to wire."""
bytes(self.instance_filled_repeated)
def time_deserialize_repeated(self):
"""Time deserialize a repeated message."""
TestRepeatedMessage().parse(self.instance_filled_repeated_bytes)
class MemSuite:
def setup(self):
self.cls = TestMessage
def mem_instance(self):
return self.cls()