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Adds nx-cugraph benchmarks for 23.12 algos (SSSP, pagerank, hits, katz_centrality, degree_centrality, eigenvector_centrality) #4065

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rlratzel
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closes rapidsai/graph_dl#404

  • Adds benchmarks for algos added in the 23.12 release
    • SSSP
    • pagerank
    • hits
    • katz_centrality
    • degree_centrality
    • eigenvector_centrality
  • Refactors fixtures for easier usage and mainentance
  • uses benchmark.pedantic instead of benchmark to provide complete control over how to benchmark the algos, since benchmark will result in no fewer than 3 runs (calibrate timer, timed run, run to generate func return value) which can be too time consuming for slower runs.
  • Removes code to create Dataset objects for larger datasets and replaces with the equivalent objects that are now part of cugraph.datasets

@rlratzel rlratzel added improvement Improvement / enhancement to an existing function non-breaking Non-breaking change labels Dec 19, 2023
@rlratzel rlratzel added this to the 24.02 milestone Dec 19, 2023
@rlratzel rlratzel requested a review from eriknw December 19, 2023 22:13
@rlratzel rlratzel self-assigned this Dec 19, 2023
@rlratzel rlratzel requested a review from a team as a code owner December 19, 2023 22:13
@eriknw eriknw self-requested a review January 2, 2024 15:58
@rlratzel
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/merge

@rapids-bot rapids-bot bot merged commit ae25ea1 into rapidsai:branch-24.02 Jan 10, 2024
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2 participants