fastdiff

A fast native implementation of diff algorithm with a pure python fallback


Keywords
fastdiff, python, wasm, wasmer, webassembly
License
MIT
Install
pip install fastdiff==0.3.0

Documentation

fastdiff

fastdiff is a re-implementation of difflib in pure Rust compiled to WebAssembly to speedup different language integrations:

Install

Python

To install fastdiff in Python, you just need to do:

pip install fastdiff

And then, use it in Python like this:

from fastdiff import compare

str1 = 'hello\nwasm\n'
str2 = 'hello\npython\n'

print(compare(str1, str2))

Benchmarks

Python

When comparing strings with 300 lines, the WebAssembly based approach is about 100 times faster than the pure Python approach.

---------------------------------------------------------------------------------------------- benchmark: 3 tests ---------------------------------------------------------------------------------------------
Name (time in ms)                        Min                   Max                  Mean             StdDev                Median                IQR            Outliers      OPS            Rounds  Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_benchmark_content_native        47.0735 (1.0)         50.7082 (1.0)         47.4401 (1.0)       0.7944 (1.0)         47.1680 (1.0)       0.2133 (1.0)           2;2  21.0792 (1.0)          21           1
test_benchmark_compile_native     1,187.2395 (25.22)    1,305.0581 (25.74)    1,222.2197 (25.76)    48.3778 (60.90)    1,198.9380 (25.42)    51.4950 (241.44)        1;0   0.8182 (0.04)          5           1
test_benchmark_content_base       5,480.3568 (116.42)   5,623.0508 (110.89)   5,516.5008 (116.28)   60.7623 (76.49)    5,487.1852 (116.33)   57.0271 (267.38)        1;0   0.1813 (0.01)          5           1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Building

For building the WebAssembly file, you need Rust and the wasm32 target.

# Install Rustup
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

# Add wasm32 target
rustup target add wasm32-unknown-unknown

And then, run:

make build

Testing

For testing in Python you can do:

make test_python