fastcrc
A hyper-fast Python module for computing CRC(8, 16, 32, 64) checksum.
Installation
pip install fastcrcUsage
from fastcrc import crc8, crc16, crc32, crc64
data = b"123456789"
print(f"crc8 checksum with cdma2000 algorithm: {crc8.cdma2000(data)}")
print(f"crc16 checksum with xmodem algorithm: {crc16.xmodem(data)}")
print(f"crc32 checksum with aixm algorithm: {crc32.aixm(data)}")
print(f"crc64 checksum with ecma_182 algorithm: {crc64.ecma_182(data)}")
print(f"crc16 checksum with xmodem algorithm (with initial data): {crc16.xmodem(b'56789', crc16.xmodem(b'1234'))}")
# Any bytes-like object works without copying, e.g. a slice of a larger buffer.
buffer = bytearray(b"header:123456789")
print(f"crc32 checksum of a memoryview slice: {crc32.iscsi(memoryview(buffer)[7:])}")Notes
data may be any object that supports the buffer protocol (bytes, bytearray, memoryview, array, mmap, NumPy arrays, …). It is read in place without copying, so do not modify it from another thread while its checksum is being computed.
Inputs of 16 KiB and more are processed with the GIL released, so threads can compute checksums in parallel. The free-threaded build of CPython is supported.
Performance
CRC-16, CRC-32 and CRC-64 use SIMD carry-less multiplication (PCLMULQDQ/VPCLMULQDQ on x86, PMULL on aarch64) with a table-based fallback elsewhere; CRC-8 uses slice-by-16 tables. The best method for the CPU is picked at run time, so the wheels run everywhere.
Single-threaded throughput on an AMD Ryzen 7 9700X (Zen 5) with CPython 3.14, in GB/s:
Input |
crc32.iscsi |
crc32.iso_hdlc |
crc16.xmodem |
crc64.xz |
crc8.smbus |
|---|---|---|---|---|---|
64 B |
2.4 |
1.6 |
1.8 |
1.3 |
2.6 |
1 KiB |
23.6 |
24.2 |
23.6 |
21.6 |
8.3 |
1 MiB |
87.2 |
86.6 |
86.1 |
86.8 |
9.3 |
Full tables for every algorithm, per-call latencies, multi-threaded scaling and the harness to reproduce them are in benchmarks/README.md.
Documentation
fastcrc’s documentation can be found at https://fastcrc.readthedocs.io
License
fastcrc is licensed under MIT License.
Thanks
fastcrc is made possible by crc-fast.
1 maintainer
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