No benchmark tests for encode/decode operations

There are no benchmark tests for encode/decode operations. go-multibase includes BenchmarkEncode, BenchmarkDecode, and BenchmarkRoundTrip for every encoding, which help catch performance regressions.

Problem

The test suite has functional tests but zero benchmarks. Operations like base58 encoding (which involves big-integer arithmetic) and base256emoji encoding (which involves UTF-8 encoding) have no performance baseline.

go-multibase benchmarks every encoding:

func BenchmarkEncode(b *testing.B) {
    for _, name := range benchmarkCodecs {
        b.Run(name, func(b *testing.B) {
            base := Encodings[name]
            for i := 0; i < b.N; i++ {
                Encode(base, benchmarkBuf[:])
            }
        })
    }
}

Proposed Solution

1. Install pytest-benchmark as a dev dependency.

2. Create tests/test_benchmarks.py:

   import pytest
   from multibase import encode, decode, ENCODINGS
   
   BENCH_DATA = b"Decentralize everything!!!"
   
   @pytest.mark.benchmark
   @pytest.mark.parametrize("encoding_info", ENCODINGS, ids=lambda e: e.encoding)
   def test_bench_encode(benchmark, encoding_info):
       benchmark(encode, encoding_info.encoding, BENCH_DATA)
   
   @pytest.mark.benchmark
   @pytest.mark.parametrize("encoding_info", ENCODINGS, ids=lambda e: e.encoding)
   def test_bench_decode(benchmark, encoding_info):
       encoded = encode(encoding_info.encoding, BENCH_DATA)
       benchmark(decode, encoded)
   
   @pytest.mark.benchmark
   @pytest.mark.parametrize("encoding_info", ENCODINGS, ids=lambda e: e.encoding)
   def test_bench_roundtrip(benchmark, encoding_info):
       def roundtrip():
           return decode(encode(encoding_info.encoding, BENCH_DATA))
       benchmark(roundtrip)
   

Related

• Go benchmarks: go-multibase multibase_test.go BenchmarkEncode, BenchmarkDecode, BenchmarkRoundTrip

Create tests/test_benchmarks.py using pytest-benchmark and the existing multibase.encode, decode, and ENCODINGS APIs. Add parametrized encode, decode, and round-trip benchmarks with the proposed benchmark data, and install pytest-benchmark as a development dependency. Done means every encoding has all three benchmark cases and the benchmark tests run successfully.