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Graphoscope

Design Principles

The library has four aspirational principles

  • Performance: Be very fast to run analysis.
  • Completeness: Support a broad range of use cases and easy extension.
  • Ease of Use: User friendly api enabling succinct code.
  • Community: Maintain excellent documention and encourage contributions.

Prerequisites

Users

Developers

repo structure

  • The src folder contains 1 subfolder per project.

  • The tests folder contains 1 subfolder per test project.

  • The docs folder contains documentation snippets (.fsx and .md files)

  • The build folder contains the buildproject which contains all build tasks.

Develop

in general, dotnet tool restore must be run in the repo root once after cloning to install the dotnet tools used in this repo

The build.cmd and build.sh scripts are shorthand scripts that execute the /build/Build.fsproj build project. This build project contains various tasks.

Build

In the repo root, run the following command based on your OS:

Linux/MacOS:

./build.sh

Windows:

./build.cmd

Test

via IDE

If your IDE supports TestAdapters, open the solution and run the tests from Test Explorer.

via CLI

In the repo root, run the following command based on your OS:

Linux/MacOS:

./build.sh runTests

Windows:

./build.cmd runTests

Current Benchmark

BenchmarkDotNet=v0.13.5, OS=Windows 11 (10.0.22621.1992/22H2/2022Update/SunValley2) Intel Core i7-1065G7 CPU 1.30GHz, 1 CPU, 8 logical and 4 physical cores .NET SDK=6.0.411 [Host] : .NET 6.0.19 (6.0.1923.31806), X64 RyuJIT AVX2 DEBUG DefaultJob : .NET 6.0.19 (6.0.1923.31806), X64 RyuJIT AVX2

Method NumberNodes NumberEdges Mean Error StdDev Median Gen0 Gen1 Gen2 Allocated
AdjGraph 100 500 36.52 us 0.727 us 0.995 us 36.42 us 17.5171 - - 71.64 KB
AdjComp 100 500 38.04 us 0.638 us 0.655 us 38.31 us 14.8926 0.2441 - 60.89 KB
DiGraph 100 500 15.80 us 0.217 us 0.193 us 15.84 us 9.9792 0.0305 - 40.76 KB
DiNodeGraph 100 500 30.55 us 0.592 us 0.582 us 30.44 us 17.0898 - - 70.01 KB
FGraph 100 500 40.27 us 0.804 us 1.428 us 39.95 us 24.7803 0.1221 - 101.35 KB
Access_Adj 100 500 23.86 us 0.402 us 0.356 us 23.94 us 6.8054 - - 27.82 KB
Access_Comp 100 500 21.33 us 0.421 us 0.968 us 21.48 us 6.8054 - - 27.82 KB
Access_Di 100 500 21.88 us 0.429 us 0.573 us 21.96 us 9.6741 - - 39.54 KB
Access_DiNode 100 500 39.21 us 0.753 us 1.433 us 38.79 us 16.3574 - - 66.88 KB
Access_FGraph 100 500 15.16 us 0.302 us 0.790 us 15.01 us 6.8054 - - 27.82 KB
AdjGraph 100 50000 3,013.35 us 46.135 us 43.155 us 3,008.92 us 500.0000 246.0938 - 2561.04 KB
AdjComp 100 50000 3,162.62 us 61.554 us 82.172 us 3,141.63 us 195.3125 70.3125 - 1002.56 KB
DiGraph 100 50000 1,826.41 us 29.391 us 26.054 us 1,829.23 us 445.3125 222.6563 - 2720.63 KB
DiNodeGraph 100 50000 5,599.60 us 110.431 us 118.160 us 5,650.62 us 914.0625 453.1250 - 5070.45 KB
FGraph 100 50000 3,312.77 us 60.671 us 53.783 us 3,311.50 us 359.3750 148.4375 - 1984.74 KB
Access_Adj 100 50000 6,027.10 us 166.613 us 491.261 us 6,032.00 us 578.1250 187.5000 164.0625 2977.72 KB
Access_Comp 100 50000 5,605.19 us 216.585 us 638.606 us 5,763.08 us 578.1250 195.3125 164.0625 2977.73 KB
Access_Di 100 50000 11,669.94 us 186.577 us 222.107 us 11,598.24 us 859.3750 187.5000 171.8750 4149.85 KB
Access_DiNode 100 50000 13,634.85 us 262.426 us 570.493 us 13,488.59 us 1531.2500 234.3750 171.8750 6884.08 KB
Access_FGraph 100 50000 4,651.53 us 213.642 us 629.927 us 4,907.75 us 578.1250 210.9375 164.0625 2977.67 KB
AdjGraph 10000 500 3,732.55 us 124.537 us 349.216 us 3,781.20 us 386.7188 324.2188 164.0625 2093.79 KB
AdjComp 10000 500 903.90 us 19.537 us 57.605 us 906.83 us 164.0625 106.4453 74.2188 807.8 KB
DiGraph 10000 500 2,695.42 us 88.026 us 259.546 us 2,682.65 us 253.9063 222.6563 113.2813 1396.86 KB
DiNodeGraph 10000 500 4,177.83 us 190.091 us 560.488 us 4,236.07 us 367.1875 347.6563 191.4063 2045.24 KB
FGraph 10000 500 5,451.31 us 146.396 us 431.653 us 5,497.14 us 546.8750 375.0000 187.5000 3003.15 KB
Access_Adj 10000 500 22.55 us 0.433 us 0.444 us 22.47 us 6.8054 - - 27.82 KB
Access_Comp 10000 500 20.42 us 0.401 us 0.521 us 20.37 us 6.8054 - - 27.82 KB
Access_Di 10000 500 19.38 us 0.344 us 0.305 us 19.42 us 9.6741 - - 39.54 KB
Access_DiNode 10000 500 35.03 us 0.841 us 2.412 us 34.03 us 16.3574 - - 66.88 KB
Access_FGraph 10000 500 15.11 us 0.252 us 0.236 us 15.14 us 6.8054 - - 27.82 KB
AdjGraph 10000 50000 21,790.54 us 455.362 us 1,342.645 us 21,721.45 us 1250.0000 531.2500 156.2500 7369.87 KB
AdjComp 10000 50000 14,915.89 us 293.346 us 605.811 us 14,903.43 us 906.2500 421.8750 125.0000 6134.5 KB
DiGraph 10000 50000 11,529.53 us 230.098 us 660.194 us 11,545.51 us 656.2500 328.1250 93.7500 4040.71 KB
DiNodeGraph 10000 50000 23,243.74 us 454.927 us 1,026.847 us 22,997.41 us 1125.0000 468.7500 156.2500 7015.79 KB
FGraph 10000 50000 29,492.95 us 587.841 us 1,290.326 us 29,455.82 us 1937.5000 937.5000 343.7500 10451.67 KB
Access_Adj 10000 50000 4,962.23 us 128.893 us 380.044 us 5,033.85 us 468.7500 93.7500 62.5000 2977.65 KB
Access_Comp 10000 50000 5,289.03 us 138.180 us 391.995 us 5,315.84 us 468.7500 93.7500 62.5000 2977.65 KB
Access_Di 10000 50000 6,017.33 us 119.178 us 305.498 us 5,965.08 us 765.6250 93.7500 70.3125 4149.48 KB
Access_DiNode 10000 50000 7,690.06 us 175.736 us 515.404 us 7,745.51 us 1421.8750 125.0000 62.5000 6883.86 KB
Access_FGraph 10000 50000 5,599.11 us 132.537 us 384.515 us 5,477.96 us 468.7500 93.7500 62.5000 2977.65 KB