Byteforge
Encode and decode numbers as unsigned integer bit patterns using NumPy arrays.
Requires Python >= 3.9 and NumPy >= 2.0.
Installation
pip install byteforge
Usage
Every encoding exposes the same interface: encode() converts physical values to bit patterns, decode() converts back.
import numpy as np
from byteforge import TwosComplement, IEEE754, Unsigned
# Integer encodings
tc = TwosComplement(16)
dns = tc.encode(np.array([-1, 0, 127])) # array([65535, 0, 127], dtype=uint16)
tc.decode(dns) # array([-1, 0, 127], dtype=int16)
# Floating-point encodings
ieee = IEEE754(32)
dns = ieee.encode(np.array([3.14])) # uint32 bit pattern
ieee.decode(dns) # array([3.14], dtype=float32)
# Unsigned with automatic bit width
u = Unsigned.from_range(max_value=1000) # Unsigned(10)
Registry factory
Create encodings by name using the registry:
from byteforge import create_encoding
enc = create_encoding("twos_complement", 8)
enc = create_encoding("ieee32") # aliases have default bit widths
enc = create_encoding("linear_scaled", 16, scale_factor=0.1, offset=10.0)
Byte serialization
Convert encoded bit patterns to/from raw bytes:
enc = Unsigned(16)
dns = enc.encode(np.array([256, 512]))
raw = enc.to_bytes(dns, byteorder="big") # uint8 array, shape (2, 2)
enc.decode(enc.from_bytes(raw, byteorder="big")) # roundtrip
For non-byte-aligned widths (e.g. 12-bit), values are zero-padded in the most significant bits to fill whole bytes (2 bytes for 12-bit).
Encodings
| Encoding | Registry names | Bit widths |
|---|---|---|
Unsigned |
unsigned, u |
1-64 |
TwosComplement |
twos_complement, 2c |
2-64 |
OnesComplement |
ones_complement, 1c |
2-64 |
OffsetBinary |
offset_binary |
1-64 |
GrayCode |
gray_code, gray |
1-64 |
BCD |
bcd |
4-64 (multiples of 4) |
Boolean |
boolean |
1 |
IEEE754 |
ieee754, ieee16, ieee32, ieee64 |
16, 32, 64 |
LinearScaled |
linear_scaled |
1-64 |
MilStd1750A |
mil_std_1750a, 1750a32, 1750a48 |
32, 48 |
TIFloat |
ti_float, ti32, ti40 |
32, 40 |
IBMFloat |
ibm_float, ibm32, ibm64 |
32, 64 |
DECFloat |
dec_float, dec32, dec64 |
32, 64 |
DECFloatG |
dec_float_g, dec64g |
64 |
C Extension
Optional NumPy C ufuncs accelerate encodings that would otherwise require per-element loops
or multi-pass numpy operations. The C extension is compiled automatically during install and
falls back to pure Python when unavailable. Set BYTEFORGE_NO_C=1 to force the pure-Python
path.
Encodings with C ufuncs: BCD, GrayCode (decode), MilStd1750A, TIFloat, IBMFloat, DECFloat, and DECFloatG.
Development
uv run pytest tests/ -v # tests
uv run ruff check src/ tests/ # lint
uv run mypy # type check
1 maintainer
Metadata
1 maintainer
Release files for byteforge 0.0.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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Built distributions (wheels)
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| Download URL | byteforge-0.0.6-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl |
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| Size | 69.5 kB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64 |
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Release files / byteforge-0.0.6-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | byteforge-0.0.6-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 44.2 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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Release files / byteforge-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | byteforge-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl |
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| Size | 44.9 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
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Release files / byteforge-0.0.6-cp39-cp39-win_amd64.whl
| Download URL | byteforge-0.0.6-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 48.9 kB |
| Tags | CPython 3.9 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / byteforge-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | byteforge-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 68.7 kB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
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uv/0.10.9 {"installer":{"name":"uv","version":"0.10.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / byteforge-0.0.6-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
| Download URL | byteforge-0.0.6-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl |
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| Size | 69.4 kB |
| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / byteforge-0.0.6-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | byteforge-0.0.6-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 44.2 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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Release files / byteforge-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | byteforge-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 44.9 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.10.9 {"installer":{"name":"uv","version":"0.10.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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