Download artifacts/benchmarks/compression_benchmark.cpp from sauravsingla08/velographx-benchmarks: direct link, hf CLI and curl.
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4.09 kB
| int main() { | |
| using clock = std::chrono::steady_clock; | |
| using namespace velographx::storage; | |
| struct Family { const char* name; std::uint32_t gap; }; | |
| const std::vector<Family> families{{"dense", 1}, {"medium", 16}, {"sparse", 4096}}; | |
| constexpr std::size_t values = 100000; | |
| constexpr int repeat = 5; | |
| std::cout << "family,codec,values,encoded_bytes,ratio,encode_us,decode_us\n"; | |
| for (const auto& family : families) { | |
| std::vector<VertexId> ids; | |
| ids.reserve(values); | |
| VertexId current = 0; | |
| for (std::size_t i = 0; i < values; ++i) { | |
| current += family.gap + static_cast<std::uint32_t>(i % 7 == 0); | |
| ids.push_back(current); | |
| } | |
| { | |
| long long encode_us = 0, decode_us = 0; | |
| std::vector<std::uint8_t> encoded; | |
| std::vector<VertexId> decoded; | |
| for (int r = 0; r < repeat; ++r) { | |
| auto t0 = clock::now(); | |
| encoded = variable_byte_delta_encode(ids); | |
| auto t1 = clock::now(); | |
| decoded = variable_byte_delta_decode(encoded); | |
| auto t2 = clock::now(); | |
| encode_us += std::chrono::duration_cast<std::chrono::microseconds>(t1 - t0).count(); | |
| decode_us += std::chrono::duration_cast<std::chrono::microseconds>(t2 - t1).count(); | |
| } | |
| if (decoded != ids) return 2; | |
| std::cout << family.name << ",varbyte," << values << ',' << encoded.size() << ',' | |
| << compression_ratio_bytes(ids, encoded) << ',' << encode_us / repeat << ',' | |
| << decode_us / repeat << '\n'; | |
| } | |
| { | |
| long long encode_us = 0, decode_us = 0; | |
| BlockedAdjacency encoded; | |
| std::vector<VertexId> decoded; | |
| for (int r = 0; r < repeat; ++r) { | |
| auto t0 = clock::now(); | |
| encoded = blocked_variable_byte_encode(ids, 128); | |
| auto t1 = clock::now(); | |
| decoded = blocked_variable_byte_decode(encoded); | |
| auto t2 = clock::now(); | |
| encode_us += std::chrono::duration_cast<std::chrono::microseconds>(t1 - t0).count(); | |
| decode_us += std::chrono::duration_cast<std::chrono::microseconds>(t2 - t1).count(); | |
| } | |
| if (decoded != ids) return 3; | |
| const double ratio = static_cast<double>(ids.size() * sizeof(VertexId)) / | |
| static_cast<double>(encoded.payload.empty() ? 1 : encoded.payload.size()); | |
| std::cout << family.name << ",blocked-varbyte," << values << ',' << encoded.payload.size() << ',' | |
| << ratio << ',' << encode_us / repeat << ',' << decode_us / repeat << '\n'; | |
| } | |
| { | |
| long long encode_us = 0, scalar_us = 0, vector_us = 0; | |
| SimdFriendlyAdjacency encoded; | |
| std::vector<VertexId> decoded; | |
| for (int r = 0; r < repeat; ++r) { | |
| auto t0 = clock::now(); | |
| encoded = simd_friendly_delta_encode(ids, 128); | |
| auto t1 = clock::now(); | |
| decoded = simd_friendly_delta_decode(encoded); | |
| auto t2 = clock::now(); | |
| auto decoded_vector = simd_friendly_delta_decode_vectorized(encoded); | |
| auto t3 = clock::now(); | |
| if (decoded_vector != ids) return 4; | |
| encode_us += std::chrono::duration_cast<std::chrono::microseconds>(t1 - t0).count(); | |
| scalar_us += std::chrono::duration_cast<std::chrono::microseconds>(t2 - t1).count(); | |
| vector_us += std::chrono::duration_cast<std::chrono::microseconds>(t3 - t2).count(); | |
| } | |
| if (decoded != ids) return 5; | |
| std::cout << family.name << ",fixed-width-scalar," << values << ',' << encoded.payload.size() << ',' | |
| << compression_ratio_bytes(ids, encoded) << ',' << encode_us / repeat << ',' | |
| << scalar_us / repeat << '\n'; | |
| std::cout << family.name << ",fixed-width-vectorized," << values << ',' << encoded.payload.size() << ',' | |
| << compression_ratio_bytes(ids, encoded) << ',' << encode_us / repeat << ',' | |
| << vector_us / repeat << '\n'; | |
| } | |
| } | |
| return 0; | |
| } | |