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[Feat] Benchmarking with some common data format used in graph #389

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acezen opened this issue Mar 5, 2024 · 2 comments
Open

[Feat] Benchmarking with some common data format used in graph #389

acezen opened this issue Mar 5, 2024 · 2 comments
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enhancement New feature or request

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@acezen
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acezen commented Mar 5, 2024

Is your feature request related to a problem? Please describe.
Add some benchmark report about comparison with some common format used in graph like CSV, Parquet, ORC and json

Describe the solution you'd like
benchmark

  • Size
  • Read / Write with C++ SDK
  • Get basic stats(min, max, vertex num, edge num)
  • Construct CSR/CSC structure
  • Neighborhood retrieval

datasets (to keep align to production environment)

  • twitter2010
  • com-friendster
  • ldbc snb

Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.

Additional context
Add any other context or screenshots about the feature request here.

@acezen acezen added the enhancement New feature or request label Mar 5, 2024
@SemyonSinchenko
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I would also like to add something about neighborhood retrieval. For example, stats (min, max, etx.) for an ego-network.

@acezen acezen self-assigned this Mar 5, 2024
@acezen
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acezen commented Mar 5, 2024

I would also like to add something about neighborhood retrieval. For example, stats (min, max, etx.) for an ego-network.

neighborhood retrieval is indeed a common operation in graph analysis, surely need to be add to benchmark. Thanks Sem.

@acezen acezen changed the title [Feat][Doc] Add some benchmark report about comparison with some common format used in graph [Feat] Add some benchmark report about comparison with some common format used in graph Aug 7, 2024
@acezen acezen changed the title [Feat] Add some benchmark report about comparison with some common format used in graph [Feat] Benchmarking with some common format used in graph Aug 7, 2024
@acezen acezen changed the title [Feat] Benchmarking with some common format used in graph [Feat] Benchmarking with some common data format used in graph Aug 7, 2024
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