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Simple and efficient binary (de)serialization using type annotations.

Project description

bstruct

ci pypi python

Simple and efficient binary (de)serialization using type annotations. Supports easy fallback to Python's built-in struct library for maximum performance.

Getting Started

pip install bstruct
from typing import Annotated
from dataclasses import dataclass

import bstruct


@dataclass
class Measurement:
    timestamp: bstruct.u32  # shorthand for: Annotated[int, bstruct.Encodings.u32]
    values: Annotated[list[bstruct.u8], bstruct.Array(3)]


MeasurementEncoding = bstruct.derive(Measurement)


measurement = Measurement(
    timestamp=1672764049,
    values=[1, 2, 3],
)

encoded = MeasurementEncoding.encode(measurement)
decoded = MeasurementEncoding.decode(encoded)

assert decoded == measurement

See the documentation for more information.

Benchmarks

Please see the source of the benchmarks in the benchmarks directory. Feel free to create an issue or PR should there be a problem with the methodology. The benchmarks where executed with pyperf using Python 3.11.1 and construct 2.10.68 on a MacBook Pro 2018 with a 2.3GHz i5 processor.

benchmarks/builtins.py

Name decode encode
struct 0.54 us 0.23 us
bstruct 2.51 us 1.64 us
construct (compiled) 9.49 us 10.00 us

benchmarks/native_list.py

Name decode encode
struct 0.17 us 0.33 us
bstruct 1.70 us 0.59 us
construct (compiled) 4.04 us 6.61 us

benchmarks/class_list.py

Name decode encode
bstruct 7.37 us 4.81 us
construct (compiled) 34.5 us 36.6 us

benchmarks/nested.py

Name decode encode
bstruct 6.05 us 4.42 us
construct (compiled) 27.6 us 29.5 us

Issues and Contributing

I am very happy to receive any kind of feedback or contribution. Just open an issue and let me know.

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