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What changes were proposed in this pull request?

  • new benchmarks sub-project
  • JMH plugin
  • S-sized benchmarks for SP and CC (2M vertices, 64M edges)

Why are the changes needed?

Close #532

P.S. I'm planning to run benchmarks on the stage of docs-generation and inject results directly to the website.

At the moment on my laptop (i5-1335U, 12 cores, 40 Gb RAM):

[
    {
        "jmhVersion" : "1.37",
        "benchmark" : "org.graphframes.benchmarks.LDBCBenchmarkSuite.benchmarkCC",
        "mode" : "avgt",
        "threads" : 1,
        "forks" : 1,
        "jdkVersion" : "17.0.11",
        "vmName" : "OpenJDK 64-Bit Server VM",
        "vmVersion" : "17.0.11+9-LTS",
        "warmupIterations" : 1,
        "warmupTime" : "10 s",
        "warmupBatchSize" : 1,
        "measurementIterations" : 2,
        "measurementTime" : "10 s",
        "measurementBatchSize" : 1,
        "primaryMetric" : {
            "score" : 153.94033168599998,
            "scoreError" : "NaN",
            "scoreConfidence" : [
                "NaN",
                "NaN"
            ],
            "scorePercentiles" : {
                "0.0" : 153.290499628,
                "50.0" : 153.94033168599998,
                "90.0" : 154.590163744,
                "95.0" : 154.590163744,
                "99.0" : 154.590163744,
                "99.9" : 154.590163744,
                "99.99" : 154.590163744,
                "99.999" : 154.590163744,
                "99.9999" : 154.590163744,
                "100.0" : 154.590163744
            },
            "scoreUnit" : "s/op",
            "rawData" : [
                [
                    154.590163744,
                    153.290499628
                ]
            ]
        },
        "secondaryMetrics" : {
        }
    },
    {
        "jmhVersion" : "1.37",
        "benchmark" : "org.graphframes.benchmarks.LDBCBenchmarkSuite.benchmarkSP",
        "mode" : "avgt",
        "threads" : 1,
        "forks" : 1,
        "jdkVersion" : "17.0.11",
        "vmName" : "OpenJDK 64-Bit Server VM",
        "vmVersion" : "17.0.11+9-LTS",
        "warmupIterations" : 1,
        "warmupTime" : "10 s",
        "warmupBatchSize" : 1,
        "measurementIterations" : 2,
        "measurementTime" : "10 s",
        "measurementBatchSize" : 1,
        "primaryMetric" : {
            "score" : 156.502175388,
            "scoreError" : "NaN",
            "scoreConfidence" : [
                "NaN",
                "NaN"
            ],
            "scorePercentiles" : {
                "0.0" : 154.834303863,
                "50.0" : 156.502175388,
                "90.0" : 158.170046913,
                "95.0" : 158.170046913,
                "99.0" : 158.170046913,
                "99.9" : 158.170046913,
                "99.99" : 158.170046913,
                "99.999" : 158.170046913,
                "99.9999" : 158.170046913,
                "100.0" : 158.170046913
            },
            "scoreUnit" : "s/op",
            "rawData" : [
                [
                    154.834303863,
                    158.170046913
                ]
            ]
        },
        "secondaryMetrics" : {
        }
    }
]

P.P.S. I'm running benchmarks with useLocalCheckpoints

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@rjurney rjurney left a comment

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lgtm

@SemyonSinchenko SemyonSinchenko merged commit 755c7ef into graphframes:master Aug 20, 2025
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feat: add small-medium sized benchmarks

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