pyrxing

pyrxing is a fast, dependency-free Python barcode/QR code reader for image paths, Pillow images, and NumPy/OpenCV arrays. It is built using zxing-cpp Rust bindings via PyO3.

This library offers efficient barcode scanning in pure Python environments, with pre-built native wheels — including full support for Alpine Linux and musl-based systems where the official zxing-cpp Python package requires additional build steps.

🚀 Features

⚡ High performance: Powered by zxing-cpp 0.5.3 C++ library through optimized Rust bindings with excellent barcode detection performance
🐍 Python-native API: Simple interface with just two functions: read_barcode and read_barcodes
🔢 NumPy and OpenCV support: Decode uint8 image arrays directly, including non-contiguous views
📦 No system dependencies: No need for zbar, JRE, or any external libraries
🏗 Alpine Linux compatible: Pre-built musllinux wheels available (no build required)
🧠 Type hinting & autocompletion: Includes .pyi stub files with 35 barcode format variants
🔒 Safe and minimal: No unnecessary features — just barcode reading
⚡ Competitive performance: Matches or exceeds official zxing-cpp Python bindings across all formats

✅ Supported Environments

Platforms

Linux (manylinux & musllinux wheels)
- Architectures: x86_64, aarch64
macOS
- Universal binaries for both Intel and Apple Silicon (arm64)
Windows
- Architectures: x64

Python Versions

Python 3.11 - 3.14

📦 Installation

Install with pip:

pip install pyrxing

Recommended for Alpine Linux/musl environments: While the official zxing-cpp Python package requires building from source on musl-based systems, pyrxing provides pre-built wheels for immediate installation.

📊 Performance

pyrxing delivers competitive performance across a comprehensive range of barcode formats, matching or exceeding the official zxing-cpp Python bindings:

Performance Summary:

Single detection: Comparable performance with zxing-cpp (between 2% slower and 28% faster)
Multiple detection: Faster than zxing-cpp on every format (up to 11%)
Overall: pyrxing leads on 39 of the 40 measurements

Benchmark Results (μs per decode)

`read_barcode()` - Single Barcode Detection

Format	pyrxing	zxing-cpp	Difference
Micro QR	47.5	50.1	5% faster
rMQR	50.7	54.3	7% faster
Aztec	55.9	60.7	8% faster
DataBar Ltd.	190.9	194.3	2% faster
QR Code	192.2	202.6	5% faster
DataBar	197.9	200.8	1% faster
Data Matrix	198.0	273.1	28% faster
Code 93	277.4	284.8	3% faster
DX Film Edge	305.0	337.3	10% faster
PDF417	337.5	370.6	9% faster
ITF	342.7	403.9	15% faster
DataBar Exp.	387.7	379.7	2% slower
Codabar	418.8	478.1	12% faster
UPC-E	542.9	660.2	18% faster
EAN-8	851.3	1033.1	18% faster
MaxiCode	984.0	1109.4	11% faster
Code 39	1052.8	1242.5	15% faster
EAN-13	1108.1	1338.5	17% faster
UPC-A	1118.4	1350.5	17% faster
Code 128	2203.8	2591.3	15% faster

`read_barcodes()` - Multiple Barcode Detection

Format	pyrxing	zxing-cpp	Difference
Micro QR	298.1	299.6	1% faster
rMQR	331.5	332.4	0% faster
Aztec	390.7	402.4	3% faster
DataBar Ltd.	532.1	537.5	1% faster
DataBar	544.4	548.9	1% faster
Data Matrix	666.0	746.5	11% faster
PDF417	713.5	745.7	4% faster
Code 93	767.4	777.0	1% faster
ITF	826.2	892.8	7% faster
Codabar	1017.2	1081.4	6% faster
DataBar Exp.	1137.0	1149.2	1% faster
DX Film Edge	1260.6	1321.0	5% faster
QR Code	1298.9	1308.1	1% faster
UPC-E	1364.5	1490.9	8% faster
EAN-8	1789.6	1968.2	9% faster
MaxiCode	1946.3	2068.9	6% faster
Code 39	2291.9	2476.1	7% faster
UPC-A	3055.7	3299.7	7% faster
EAN-13	3147.5	3389.3	7% faster
Code 128	5925.8	6291.1	6% faster

Benchmark Environment

OS: macOS Tahoe 26.5.2 (Apple Silicon)
CPU: Apple M1 Max
Python: 3.13.10
Libraries: pyrxing 0.8.0 (zxing-cpp 0.5.3), zxing-cpp 3.1.1, Pillow 12.3.0
Method: Median of 100 runs with 20-run warm-up, faster of two runs

Test Images: Located in assets/ directory:

1D Barcodes: test_codabar.png, test_code39.png, test_code93.png, test_code128.png, test_ean8.png, test_ean13.png, test_itf.png, test_upc_a.png, test_upc_e.png, test_data_bar.png, test_data_bar_expanded.png, test_data_bar_limited.png
2D Barcodes: test_qr_code.png, test_micro_qr.png, test_rmqr.png, test_aztec.png, test_data_matrix.png, test_pdf417.png, test_maxi_code.png
Specialty: test_dx_film_edge.png

Reproduce benchmarks: See benchmark.py for the complete benchmark script.

🧪 Usage

from pyrxing import read_barcode, read_barcodes

# Read a single barcode from an image path
barcode = read_barcode("example.png")

# Read multiple barcodes from an image
barcodes = read_barcodes("example.png")

# Optionally filter by barcode format
barcodes = read_barcodes("example.png", formats=['QRCode'])

You can also pass an object that conforms to the ImageProtocol instead of a path.

from pyrxing import read_barcode
from PIL import Image

# Read a single barcode from PIL.Image.Image object
barcode = read_barcode(Image.open("example.png"))

NumPy-compatible uint8 arrays are accepted in grayscale (H, W) and single-channel (H, W, 1) shapes. Sliced and other non-contiguous arrays are supported.

This example generates a QR code with optional OpenCV, then passes the resulting NumPy array directly to the built pyrxing library:

import cv2

from pyrxing import read_barcode

payload = "Hello from OpenCV"
qr_code = cv2.QRCodeEncoder_create().encode(payload)
qr_code = cv2.copyMakeBorder(
  qr_code, 4, 4, 4, 4, cv2.BORDER_CONSTANT, value=255
)
qr_code = cv2.resize(
  qr_code, None, fx=8, fy=8, interpolation=cv2.INTER_NEAREST
)
qr_code = cv2.cvtColor(qr_code, cv2.COLOR_BGR2GRAY)

barcode = read_barcode(qr_code, formats=["QRCode"])
assert barcode is not None
assert barcode.text == payload

NumPy and OpenCV are integrations, not runtime dependencies of pyrxing. Install them separately when needed.

🚫 Not Planned

❌ Barcode generation

📚 API Reference

For full API and type hints, see pyrxing.pyi or use your IDE's autocomplete.

import os
from typing import Any, Literal, Protocol

BarcodeFormat = Literal[
    "Aztec",
    "AztecCode",
    "AztecRune",
    "Codabar",
    "Code39",
    "Code93",
    "Code128",
    "CompactPDF417",
    "DataBar",
    "DataBarExpanded",
    "DataBarExpandedStacked",
    "DataBarLimited",
    "DataBarOmni",
    "DataBarStacked",
    "DataBarStackedOmni",
    "DataMatrix",
    "DXFilmEdge",
    "EAN2",
    "EAN5",
    "EAN8",
    "EAN13",
    "EANUPC",
    "ISBN",
    "ITF",
    "MaxiCode",
    "MicroPDF417",
    "MicroQRCode",
    "PDF417",
    "PZN",
    "QRCode",
    "QRCodeModel1",
    "QRCodeModel2",
    "RMQRCode",
    "UPCA",
    "UPCE",
]


class ImageProtocol(Protocol):
    @property
    def mode(self) -> str: ...

    @property
    def width(self) -> int: ...

    @property
    def height(self) -> int: ...

    def tobytes(self) -> bytes:
        """return pixel data as byte array"""

    def convert(self, mode: str) -> Any: ...

    def load(self): ...


class ArrayProtocol(Protocol):
    @property
    def __array_interface__(self) -> dict[str, Any]: ...

    def tobytes(self) -> bytes: ...


class Error(Exception):
    """Base class of every exception the module raises."""


class BarcodeDecodeError(Error):
    """The reader backend failed to decode the image."""


class ImageError(Error):
    """The image cannot be used: unreadable, of an unsupported mode, or malformed."""


class UnsupportedFormatError(Error):
    """A requested barcode format name is not supported."""

    @property
    def format(self) -> str:
        """The rejected barcode format name."""


class Point:
    @property
    def x(self) -> int: ...

    @property
    def y(self) -> int: ...

class DecodeResult:
    @property
    def text(self) -> str: ...

    @property
    def points(self) -> list[Point]: ...

    @property
    def format(self) -> str: ...


def read_barcode(image: str | os.PathLike[str] | ImageProtocol | ArrayProtocol, *, formats: list[BarcodeFormat] | None = None) -> DecodeResult | None: ...
def read_barcodes(image: str | os.PathLike[str] | ImageProtocol | ArrayProtocol, *, formats: list[BarcodeFormat] | None = None) -> list[DecodeResult]: ...

License

Apache License 2.0

Metadata

Release files for pyrxing 0.8.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyrxing 0.8.0
File	Size	Uploaded
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Built distributions (wheels)

Table of built distributions (wheels) for pyrxing 0.8.0
File	Interpreter	ABI	Platform	Reset
pyrxing-0.8.0-cp314-cp314-win_amd64.whl 1.7 MB Aug 23, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pyrxing-0.8.0-cp314-cp314-musllinux_1_2_x86_64.whl 2.4 MB Aug 23, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
pyrxing-0.8.0-cp314-cp314-musllinux_1_2_aarch64.whl 2.3 MB Aug 23, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
pyrxing-0.8.0-cp314-cp314-manylinux_2_39_x86_64.whl 1.3 MB Aug 23, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.39+ x86-64	Details
pyrxing-0.8.0-cp314-cp314-manylinux_2_39_aarch64.whl 1.3 MB Aug 23, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.39+ ARM64	Details
pyrxing-0.8.0-cp314-cp314-macosx_11_0_arm64.whl 1.1 MB Aug 23, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pyrxing-0.8.0-cp314-cp314-macosx_10_12_x86_64.whl 1.2 MB Aug 23, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
pyrxing-0.8.0-cp313-cp313-win_amd64.whl 1.7 MB Aug 23, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pyrxing-0.8.0-cp313-cp313-musllinux_1_2_x86_64.whl 2.4 MB Aug 23, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
pyrxing-0.8.0-cp313-cp313-musllinux_1_2_aarch64.whl 2.3 MB Aug 23, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
pyrxing-0.8.0-cp313-cp313-manylinux_2_39_x86_64.whl 1.3 MB Aug 23, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.39+ x86-64	Details
pyrxing-0.8.0-cp313-cp313-manylinux_2_39_aarch64.whl 1.3 MB Aug 23, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.39+ ARM64	Details
pyrxing-0.8.0-cp313-cp313-macosx_11_0_arm64.whl 1.1 MB Aug 23, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pyrxing-0.8.0-cp313-cp313-macosx_10_12_x86_64.whl 1.2 MB Aug 23, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
pyrxing-0.8.0-cp312-cp312-win_amd64.whl 1.7 MB Aug 23, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
pyrxing-0.8.0-cp312-cp312-musllinux_1_2_x86_64.whl 2.4 MB Aug 23, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
pyrxing-0.8.0-cp312-cp312-musllinux_1_2_aarch64.whl 2.3 MB Aug 23, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
pyrxing-0.8.0-cp312-cp312-manylinux_2_39_x86_64.whl 1.3 MB Aug 23, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.39+ x86-64	Details
pyrxing-0.8.0-cp312-cp312-manylinux_2_39_aarch64.whl 1.3 MB Aug 23, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.39+ ARM64	Details
pyrxing-0.8.0-cp312-cp312-macosx_11_0_arm64.whl 1.1 MB Aug 23, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pyrxing-0.8.0-cp312-cp312-macosx_10_12_x86_64.whl 1.2 MB Aug 23, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
pyrxing-0.8.0-cp311-cp311-win_amd64.whl 1.7 MB Aug 23, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
pyrxing-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl 2.4 MB Aug 23, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
pyrxing-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl 2.3 MB Aug 23, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
pyrxing-0.8.0-cp311-cp311-manylinux_2_39_x86_64.whl 1.3 MB Aug 23, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.39+ x86-64	Details
pyrxing-0.8.0-cp311-cp311-manylinux_2_39_aarch64.whl 1.3 MB Aug 23, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.39+ ARM64	Details
pyrxing-0.8.0-cp311-cp311-macosx_11_0_arm64.whl 1.1 MB Aug 23, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pyrxing-0.8.0-cp311-cp311-macosx_10_12_x86_64.whl 1.2 MB Aug 23, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details

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Release files / pyrxing-0.8.0-cp311-cp311-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Release files / pyrxing-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Artifact

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Release files / pyrxing-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Artifact

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Release files / pyrxing-0.8.0-cp311-cp311-manylinux_2_39_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Artifact

Subject: pyrxing-0.8.0-cp311-cp311-manylinux_2_39_x86_64.whl
SHA-256 checksum: c8106f5b73be916ea694e368f5102a530e52076127d6fdc455f4c1be06571db3 Verifying attestations

Release files / pyrxing-0.8.0-cp311-cp311-manylinux_2_39_aarch64.whl

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Upload date	Aug 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Publishing configuration: github.com/tanagumo/pyrxing/blob/40be11eccdc297b5ca80e9a8ef7f2df666e28498/.github/workflows/build.yml
Publishing logs: github.com/tanagumo/pyrxing/actions/runs/32626902115/attempts/1

Artifact

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Release files / pyrxing-0.8.0-cp311-cp311-macosx_11_0_arm64.whl

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Upload date	Aug 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Publishing configuration: github.com/tanagumo/pyrxing/blob/40be11eccdc297b5ca80e9a8ef7f2df666e28498/.github/workflows/build.yml
Publishing logs: github.com/tanagumo/pyrxing/actions/runs/32626902115/attempts/1

Artifact

Subject: pyrxing-0.8.0-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 81f3bbbfcc04339c3be5484bac4d596375085117d634df681ea216158467e1b5 Verifying attestations

Release files / pyrxing-0.8.0-cp311-cp311-macosx_10_12_x86_64.whl

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Upload date	Aug 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/tanagumo/pyrxing
Publishing commit: github.com/tanagumo/pyrxing/tree/40be11eccdc297b5ca80e9a8ef7f2df666e28498

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Publishing configuration: github.com/tanagumo/pyrxing/blob/40be11eccdc297b5ca80e9a8ef7f2df666e28498/.github/workflows/build.yml
Publishing logs: github.com/tanagumo/pyrxing/actions/runs/32626902115/attempts/1

Artifact

Subject: pyrxing-0.8.0-cp311-cp311-macosx_10_12_x86_64.whl
SHA-256 checksum: 2e836e6639f4d3cb06014ad22e26c3abf9a55530e78bfe341fa6d2315acd893d Verifying attestations