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Compression algorithm ReCodEx exercise - configuration specification proposal

Compression exercise

The exercise is to compress a text file supplied through standard input using the method given as the first argument ("zip", "7z", "tar").

The evaluation pipeline evaluates whether the archive created by the user's algorithm can be extracted and the yielded data is the same as the original data. The generated input is compressed for reference and the file sizes are compared.

Pipeline:

The definition of the pipeline can be expressed by an YAML code:

tests:
    common:
        pipeline: "compress"
    cases:
        test1:
            length: 1000
            method: "zip"
        test2:
            length: 1000
            method: "7z"
        test3:
            length: 1000000
            method: "zip"
        test4:
            length: 1000000
            method: "tar"
        test5:
            length: 1000000000
            method: "zip"
        test6:
            length: 1000000000
            method: "7z"
        test7:
            length: 1000000000
            method: "tar"

pipelines:
    compress:
        output:
            score: "j"
        generator:
            type: "recodex/random-text-generator"
            options:
                # seed: 12345
                length: "${length}"
            input:
            output:
                text: "g"

        compile:
            type: "recodex/compilation"
            input:
                source_files:
                    - "...${source_files}"
            output:
                executable: "e"

        exec:
            type: "recodex/execution"
            input:
                executable: "${e}"
                args:
                    - "${method}"
                files:
                    "text.in": ${e}
            output:
                files:
                    "archive.out": "z"

        compress:
            type: "recodex/compression"
            input:
                archive: "${g}"
                method: "${method}"
            output: "c"

        extract:
            type: "recodex/extraction"
            input:
                archive: "${z}"
                method: "${method}"
            output: "u"

        judge_correctness:
            type: "recodex/diff"
            options:
                encoding: "utf-8"
                mode: "strict"
            input:
                expected: "${g}"
                actual: "${u}"
            output:
                score: "jc"

        judge_ratio:
            type: "recodex/ratio"
            options:
                mode: "smaller-is-better"
            input:
                expected: "@file_size(${c})"
                actual: "@file_size(${z})"
            output:
                score: "jr"

        judge:
            type: "recodex/min"
            input:
                - "${jc}"
                - "${jr}"
            output:
                score: "j"

Pipeline flow is defined by this DOT graph:

pipeline graph

strict digraph {

    rankdir=LR;

    node [ shape=ellipse, color=green ] source_files;
    node [ shape=note, color=grey ] generator method;
    node [ shape=box, color=blue ] compress extract compile exec judge judge_correctness judge_ratio;
    node [ shape=doublecircle, color=green ] score;

    source_files -> compile [ label="s" ];
    
    generator -> exec [ label="g" ];
    compile -> exec [ label="e" ];
    method -> exec [ label="method" ];
    
    generator -> compress [ label="g" ];
    method -> compress [ label="method" ];

    exec -> extract [ label="z" ];
    method -> extract [ lable="method" ]

    extract -> judge_correctness [ label="u" ];
    generator -> judge_correctness [ label="g" ];

    exec -> judge_ratio [ label="z" ];
    compress -> judge_ratio [ label="c" ];

    judge_correctness -> judge [ label="jc" ];
    judge_ratio -> judge [ label="jr" ];

    judge -> score [ label="j" ]

}

The variable names should be "obfuscated" for the sake of expansion and optimalization. The obfuscation can be done for example in a "functional" way: each output variable is in fact a function of the input variables. So for example an output variable "A", wich depends on input variables "R" and "X", would be obfuscated as "A(R, X)" -- the parameters are sorted lexically and separated by commas and whitespaces. The variables, which change over iterations are marked with indexer-like square brackets syntax with an iterator variable.

the same graph with obfiscated variables

strict digraph {

    rankdir=LR;

    node [ shape=ellipse, color=green ] source_files;
    node [ shape=note, color=grey ] generator method;
    node [ shape=box, color=blue ] compress extract compile exec judge judge_correctness judge_ratio;
    node [ shape=doublecircle, color=green ] score;

    source_files -> compile [ label="s" ];
    
    generator -> exec [ label="g[i]" ];
    compile -> exec [ label="c(s)" ];
    method -> exec [ label="m[j]" ];
    
    generator -> compress [ label="g[i]" ];
    method -> compress [ label="m[j]" ];

    exec -> extract [ label="e(c(s), g[i], m[j])" ];
    method -> extract [ lable="m[j]" ]

    extract -> judge_correctness [ label="u(e(c(s), g[i], m[j]), m[j])" ];
    generator -> judge_correctness [ label="g[i]" ];

    exec -> judge_ratio [ label="e(c(s), g[i], m[j])" ];
    compress -> judge_ratio [ label="z(g[i], m[j])" ];

    judge_correctness -> judge [ label="jc(u(e(...), g[i], m[j])" ];
    judge_ratio -> judge [ label="jr(e(...), z(g[i], m[j]))" ];

    judge -> score [ label="j(jr(...), jc(...))" ]

}

Pipeline expansion

When the variables are obfuscated, then the test cases can be instantiated and the nodes, which have the same set of input variables and output variables and have the same type and options can be merged into one (e.g., the compilation is done only once) and create a graph, which can be then turned into a JobConfig for a given programming language or runtime environment:

expanded pipeline

Job config

@todo

Display the source blob
Display the rendered blob
Raw
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<g id="edge2" class="edge"><title>source_files-&gt;compile</title>
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<g id="node2" class="node"><title>generator[0]</title>
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<text text-anchor="middle" x="201" y="-1748.8" font-family="Times,serif" font-size="14.00">generator[0]</text>
</g>
<!-- compress[0][0] -->
<g id="node12" class="node"><title>compress[0][0]</title>
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</g>
<!-- generator[0]&#45;&gt;compress[0][0] -->
<g id="edge10" class="edge"><title>generator[0]-&gt;compress[0][0]</title>
<path fill="none" stroke="black" d="M243.652,-1748.3C259.108,-1745.13 276.216,-1739.85 290,-1731 312.553,-1716.53 330.984,-1692.01 342.941,-1673.01"></path>
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</g>
<!-- exec[0][0] -->
<g id="node27" class="node"><title>exec[0][0]</title>
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</g>
<!-- generator[0]&#45;&gt;exec[0][0] -->
<g id="edge6" class="edge"><title>generator[0]-&gt;exec[0][0]</title>
<path fill="none" stroke="black" d="M213.086,-1734.58C230.52,-1706.79 266.651,-1653.71 308,-1619 309.558,-1617.69 311.19,-1616.42 312.874,-1615.18"></path>
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</g>
<!-- judge_correctness[0][0] -->
<g id="node41" class="node"><title>judge_correctness[0][0]</title>
<polygon fill="none" stroke="blue" points="1022.71,-1705 873.293,-1705 873.293,-1669 1022.71,-1669 1022.71,-1705"></polygon>
<text text-anchor="middle" x="948" y="-1682.8" font-family="Times,serif" font-size="14.00">judge_correctness[0][0]</text>
</g>
<!-- generator[0]&#45;&gt;judge_correctness[0][0] -->
<g id="edge20" class="edge"><title>generator[0]-&gt;judge_correctness[0][0]</title>
<path fill="none" stroke="black" d="M243.851,-1760.88C249.92,-1761.76 256.106,-1762.51 262,-1763 274.402,-1764.03 277.572,-1763.64 290,-1763 530.965,-1750.54 590.951,-1739.79 830,-1707 840.707,-1705.53 851.938,-1703.82 863.028,-1702.04"></path>
<polygon fill="black" stroke="black" points="863.851,-1705.45 873.154,-1700.38 862.72,-1698.54 863.851,-1705.45"></polygon>
<text text-anchor="middle" x="479" y="-1758.2" font-family="Times,serif" font-size="14.00">g[0]</text>
</g>
<!-- generator[1] -->
<g id="node3" class="node"><title>generator[1]</title>
<polygon fill="none" stroke="grey" points="237.677,-998 158.323,-998 158.323,-962 243.677,-962 243.677,-992 237.677,-998"></polygon>
<polyline fill="none" stroke="grey" points="237.677,-998 237.677,-992 "></polyline>
<polyline fill="none" stroke="grey" points="243.677,-992 237.677,-992 "></polyline>
<text text-anchor="middle" x="201" y="-975.8" font-family="Times,serif" font-size="14.00">generator[1]</text>
</g>
<!-- compress[1][1] -->
<g id="node13" class="node"><title>compress[1][1]</title>
<polygon fill="none" stroke="blue" points="409.513,-998 308.487,-998 308.487,-962 409.513,-962 409.513,-998"></polygon>
<text text-anchor="middle" x="359" y="-975.8" font-family="Times,serif" font-size="14.00">compress[1][1]</text>
</g>
<!-- generator[1]&#45;&gt;compress[1][1] -->
<g id="edge38" class="edge"><title>generator[1]-&gt;compress[1][1]</title>
<path fill="none" stroke="black" d="M243.805,-980C260.481,-980 279.992,-980 298.121,-980"></path>
<polygon fill="black" stroke="black" points="298.312,-983.5 308.312,-980 298.312,-976.5 298.312,-983.5"></polygon>
<text text-anchor="middle" x="276" y="-984.2" font-family="Times,serif" font-size="14.00">g[1]</text>
</g>
<!-- exec[1][1] -->
<g id="node28" class="node"><title>exec[1][1]</title>
<polygon fill="none" stroke="blue" points="396.287,-918 321.713,-918 321.713,-882 396.287,-882 396.287,-918"></polygon>
<text text-anchor="middle" x="359" y="-895.8" font-family="Times,serif" font-size="14.00">exec[1][1]</text>
</g>
<!-- generator[1]&#45;&gt;exec[1][1] -->
<g id="edge34" class="edge"><title>generator[1]-&gt;exec[1][1]</title>
<path fill="none" stroke="black" d="M237.399,-961.847C260.037,-950.237 289.582,-935.086 313.762,-922.686"></path>
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</g>
<!-- judge_correctness[1][1] -->
<g id="node42" class="node"><title>judge_correctness[1][1]</title>
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</g>
<!-- generator[1]&#45;&gt;judge_correctness[1][1] -->
<g id="edge48" class="edge"><title>generator[1]-&gt;judge_correctness[1][1]</title>
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<text text-anchor="middle" x="479" y="-1108.2" font-family="Times,serif" font-size="14.00">g[1]</text>
</g>
<!-- generator[2] -->
<g id="node4" class="node"><title>generator[2]</title>
<polygon fill="none" stroke="grey" points="237.677,-1400 158.323,-1400 158.323,-1364 243.677,-1364 243.677,-1394 237.677,-1400"></polygon>
<polyline fill="none" stroke="grey" points="237.677,-1400 237.677,-1394 "></polyline>
<polyline fill="none" stroke="grey" points="243.677,-1394 237.677,-1394 "></polyline>
<text text-anchor="middle" x="201" y="-1377.8" font-family="Times,serif" font-size="14.00">generator[2]</text>
</g>
<!-- compress[2][0] -->
<g id="node14" class="node"><title>compress[2][0]</title>
<polygon fill="none" stroke="blue" points="409.513,-1505 308.487,-1505 308.487,-1469 409.513,-1469 409.513,-1505"></polygon>
<text text-anchor="middle" x="359" y="-1482.8" font-family="Times,serif" font-size="14.00">compress[2][0]</text>
</g>
<!-- generator[2]&#45;&gt;compress[2][0] -->
<g id="edge66" class="edge"><title>generator[2]-&gt;compress[2][0]</title>
<path fill="none" stroke="black" d="M221.499,-1400.24C232.876,-1410.45 247.753,-1423.08 262,-1433 278.019,-1444.16 296.53,-1455.01 312.997,-1464.01"></path>
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<text text-anchor="middle" x="276" y="-1453.2" font-family="Times,serif" font-size="14.00">g[2]</text>
</g>
<!-- exec[2][0] -->
<g id="node29" class="node"><title>exec[2][0]</title>
<polygon fill="none" stroke="blue" points="396.287,-1354 321.713,-1354 321.713,-1318 396.287,-1318 396.287,-1354"></polygon>
<text text-anchor="middle" x="359" y="-1331.8" font-family="Times,serif" font-size="14.00">exec[2][0]</text>
</g>
<!-- generator[2]&#45;&gt;exec[2][0] -->
<g id="edge62" class="edge"><title>generator[2]-&gt;exec[2][0]</title>
<path fill="none" stroke="black" d="M211.303,-1363.85C221.24,-1346.67 238.756,-1321.97 262,-1311.2 279.659,-1303.02 300.445,-1306.9 318.152,-1313.79"></path>
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</g>
<!-- judge_correctness[2][0] -->
<g id="node43" class="node"><title>judge_correctness[2][0]</title>
<polygon fill="none" stroke="blue" points="1022.71,-1407 873.293,-1407 873.293,-1371 1022.71,-1371 1022.71,-1407"></polygon>
<text text-anchor="middle" x="948" y="-1384.8" font-family="Times,serif" font-size="14.00">judge_correctness[2][0]</text>
</g>
<!-- generator[2]&#45;&gt;judge_correctness[2][0] -->
<g id="edge76" class="edge"><title>generator[2]-&gt;judge_correctness[2][0]</title>
<path fill="none" stroke="black" d="M243.651,-1382.39C362.241,-1383.51 703.401,-1386.71 862.91,-1388.21"></path>
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<text text-anchor="middle" x="479" y="-1389.2" font-family="Times,serif" font-size="14.00">g[2]</text>
</g>
<!-- generator[3] -->
<g id="node5" class="node"><title>generator[3]</title>
<polygon fill="none" stroke="grey" points="237.677,-428 158.323,-428 158.323,-392 243.677,-392 243.677,-422 237.677,-428"></polygon>
<polyline fill="none" stroke="grey" points="237.677,-428 237.677,-422 "></polyline>
<polyline fill="none" stroke="grey" points="243.677,-422 237.677,-422 "></polyline>
<text text-anchor="middle" x="201" y="-405.8" font-family="Times,serif" font-size="14.00">generator[3]</text>
</g>
<!-- compress[3][1] -->
<g id="node15" class="node"><title>compress[3][1]</title>
<polygon fill="none" stroke="blue" points="409.513,-588 308.487,-588 308.487,-552 409.513,-552 409.513,-588"></polygon>
<text text-anchor="middle" x="359" y="-565.8" font-family="Times,serif" font-size="14.00">compress[3][1]</text>
</g>
<!-- generator[3]&#45;&gt;compress[3][1] -->
<g id="edge94" class="edge"><title>generator[3]-&gt;compress[3][1]</title>
<path fill="none" stroke="black" d="M243.959,-401.236C259.629,-400.234 276.804,-402.076 290,-411.2 307.989,-423.639 299.573,-436.817 308,-457 320.24,-486.316 335.05,-519.527 345.361,-542.318"></path>
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<text text-anchor="middle" x="276" y="-416.2" font-family="Times,serif" font-size="14.00">g[3]</text>
</g>
<!-- exec[3][1] -->
<g id="node30" class="node"><title>exec[3][1]</title>
<polygon fill="none" stroke="blue" points="396.287,-685 321.713,-685 321.713,-649 396.287,-649 396.287,-685"></polygon>
<text text-anchor="middle" x="359" y="-662.8" font-family="Times,serif" font-size="14.00">exec[3][1]</text>
</g>
<!-- generator[3]&#45;&gt;exec[3][1] -->
<g id="edge90" class="edge"><title>generator[3]-&gt;exec[3][1]</title>
<path fill="none" stroke="black" d="M212.054,-428.227C223.382,-448.311 242.741,-481.306 262,-508 273.294,-523.654 280.639,-524.319 290,-541.2 302.638,-563.989 296.288,-573.722 308,-597 315.744,-612.392 326.664,-628.129 336.324,-640.772"></path>
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<!-- judge_correctness[3][1] -->
<g id="node44" class="node"><title>judge_correctness[3][1]</title>
<polygon fill="none" stroke="blue" points="1022.71,-545 873.293,-545 873.293,-509 1022.71,-509 1022.71,-545"></polygon>
<text text-anchor="middle" x="948" y="-522.8" font-family="Times,serif" font-size="14.00">judge_correctness[3][1]</text>
</g>
<!-- generator[3]&#45;&gt;judge_correctness[3][1] -->
<g id="edge104" class="edge"><title>generator[3]-&gt;judge_correctness[3][1]</title>
<path fill="none" stroke="black" d="M218.783,-391.943C227.211,-382.162 237.074,-369.537 244,-357 255.623,-335.96 243.973,-321.9 262,-306 328.372,-247.46 577.962,-258.805 660,-292 776.208,-339.022 881.633,-450.413 925.481,-501.091"></path>
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<text text-anchor="middle" x="479" y="-272.2" font-family="Times,serif" font-size="14.00">g[3]</text>
</g>
<!-- generator[4] -->
<g id="node6" class="node"><title>generator[4]</title>
<polygon fill="none" stroke="grey" points="237.677,-1168 158.323,-1168 158.323,-1132 243.677,-1132 243.677,-1162 237.677,-1168"></polygon>
<polyline fill="none" stroke="grey" points="237.677,-1168 237.677,-1162 "></polyline>
<polyline fill="none" stroke="grey" points="243.677,-1162 237.677,-1162 "></polyline>
<text text-anchor="middle" x="201" y="-1145.8" font-family="Times,serif" font-size="14.00">generator[4]</text>
</g>
<!-- compress[4][0] -->
<g id="node16" class="node"><title>compress[4][0]</title>
<polygon fill="none" stroke="blue" points="409.513,-1240 308.487,-1240 308.487,-1204 409.513,-1204 409.513,-1240"></polygon>
<text text-anchor="middle" x="359" y="-1217.8" font-family="Times,serif" font-size="14.00">compress[4][0]</text>
</g>
<!-- generator[4]&#45;&gt;compress[4][0] -->
<g id="edge122" class="edge"><title>generator[4]-&gt;compress[4][0]</title>
<path fill="none" stroke="black" d="M241.365,-1168.17C262.137,-1177.76 287.798,-1189.6 309.758,-1199.73"></path>
<polygon fill="black" stroke="black" points="308.371,-1202.95 318.918,-1203.96 311.305,-1196.59 308.371,-1202.95"></polygon>
<text text-anchor="middle" x="276" y="-1195.2" font-family="Times,serif" font-size="14.00">g[4]</text>
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<g id="node31" class="node"><title>exec[4][0]</title>
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<text text-anchor="middle" x="359" y="-1163.8" font-family="Times,serif" font-size="14.00">exec[4][0]</text>
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<!-- generator[4]&#45;&gt;exec[4][0] -->
<g id="edge118" class="edge"><title>generator[4]-&gt;exec[4][0]</title>
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<g id="node45" class="node"><title>judge_correctness[4][0]</title>
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<!-- generator[4]&#45;&gt;judge_correctness[4][0] -->
<g id="edge132" class="edge"><title>generator[4]-&gt;judge_correctness[4][0]</title>
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<g id="node7" class="node"><title>generator[5]</title>
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<!-- generator[5]&#45;&gt;compress[5][1] -->
<g id="edge150" class="edge"><title>generator[5]-&gt;compress[5][1]</title>
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<text text-anchor="middle" x="276" y="-336.2" font-family="Times,serif" font-size="14.00">g[5]</text>
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<g id="node32" class="node"><title>exec[5][1]</title>
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<text text-anchor="middle" x="359" y="-425.8" font-family="Times,serif" font-size="14.00">exec[5][1]</text>
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<!-- generator[5]&#45;&gt;exec[5][1] -->
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<!-- generator[5]&#45;&gt;judge_correctness[5][1] -->
<g id="edge160" class="edge"><title>generator[5]-&gt;judge_correctness[5][1]</title>
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<g id="node8" class="node"><title>generator[6]</title>
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<polyline fill="none" stroke="grey" points="237.677,-108 237.677,-102 "></polyline>
<polyline fill="none" stroke="grey" points="243.677,-102 237.677,-102 "></polyline>
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<text text-anchor="middle" x="359" y="-13.8" font-family="Times,serif" font-size="14.00">compress[6][2]</text>
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<!-- generator[6]&#45;&gt;compress[6][2] -->
<g id="edge178" class="edge"><title>generator[6]-&gt;compress[6][2]</title>
<path fill="none" stroke="black" d="M211.332,-71.9099C221.291,-54.7831 238.824,-30.1149 262,-19.2 273.074,-13.9847 285.694,-11.6629 298.063,-11.0035"></path>
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<text text-anchor="middle" x="276" y="-24.2" font-family="Times,serif" font-size="14.00">g[6]</text>
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<text text-anchor="middle" x="359" y="-137.8" font-family="Times,serif" font-size="14.00">exec[6][2]</text>
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<!-- generator[6]&#45;&gt;exec[6][2] -->
<g id="edge174" class="edge"><title>generator[6]-&gt;exec[6][2]</title>
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<!-- generator[6]&#45;&gt;judge_correctness[6][2] -->
<g id="edge188" class="edge"><title>generator[6]-&gt;judge_correctness[6][2]</title>
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<!-- method[0] -->
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<!-- method[0]&#45;&gt;compress[0][0] -->
<g id="edge12" class="edge"><title>method[0]-&gt;compress[0][0]</title>
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<!-- method[0]&#45;&gt;compress[2][0] -->
<g id="edge68" class="edge"><title>method[0]-&gt;compress[2][0]</title>
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<g id="edge124" class="edge"><title>method[0]-&gt;compress[4][0]</title>
<path fill="none" stroke="black" d="M210.235,-1501.93C219.771,-1480.29 235.282,-1442.71 244,-1409 257.92,-1355.17 232.161,-1332.12 262,-1285.2 272.572,-1268.58 289.265,-1255.38 305.788,-1245.43"></path>
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<!-- extract[0][0] -->
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<!-- method[0]&#45;&gt;extract[0][0] -->
<g id="edge16" class="edge"><title>method[0]-&gt;extract[0][0]</title>
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<!-- extract[2][0] -->
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<!-- method[0]&#45;&gt;extract[2][0] -->
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<!-- method[0]&#45;&gt;extract[4][0] -->
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<!-- method[0]&#45;&gt;exec[2][0] -->
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<!-- method[0]&#45;&gt;exec[4][0] -->
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<!-- method[1]&#45;&gt;compress[1][1] -->
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<!-- extract[1][1] -->
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<!-- method[1]&#45;&gt;extract[1][1] -->
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<!-- method[1]&#45;&gt;extract[3][1] -->
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<!-- method[1]&#45;&gt;extract[5][1] -->
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<!-- method[1]&#45;&gt;exec[1][1] -->
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<!-- method[1]&#45;&gt;exec[3][1] -->
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<!-- method[1]&#45;&gt;exec[5][1] -->
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<text text-anchor="middle" x="276" y="-492.2" font-family="Times,serif" font-size="14.00">m[1]</text>
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<text text-anchor="middle" x="201" y="-158.8" font-family="Times,serif" font-size="14.00">method[2]</text>
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<!-- method[2]&#45;&gt;compress[6][2] -->
<g id="edge180" class="edge"><title>method[2]-&gt;compress[6][2]</title>
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<!-- extract[6][2] -->
<g id="node25" class="node"><title>extract[6][2]</title>
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<text text-anchor="middle" x="604" y="-137.8" font-family="Times,serif" font-size="14.00">extract[6][2]</text>
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<!-- method[2]&#45;&gt;extract[6][2] -->
<g id="edge184" class="edge"><title>method[2]-&gt;extract[6][2]</title>
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<!-- method[2]&#45;&gt;exec[6][2] -->
<g id="edge176" class="edge"><title>method[2]-&gt;exec[6][2]</title>
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<g id="node48" class="node"><title>judge_ratio[0][0]</title>
<polygon fill="none" stroke="blue" points="660.405,-1638 547.595,-1638 547.595,-1602 660.405,-1602 660.405,-1638"></polygon>
<text text-anchor="middle" x="604" y="-1615.8" font-family="Times,serif" font-size="14.00">judge_ratio[0][0]</text>
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<!-- compress[0][0]&#45;&gt;judge_ratio[0][0] -->
<g id="edge24" class="edge"><title>compress[0][0]-&gt;judge_ratio[0][0]</title>
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<text text-anchor="middle" x="479" y="-1625.2" font-family="Times,serif" font-size="14.00">z(g[0], m[0])</text>
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<polygon fill="none" stroke="blue" points="660.405,-998 547.595,-998 547.595,-962 660.405,-962 660.405,-998"></polygon>
<text text-anchor="middle" x="604" y="-975.8" font-family="Times,serif" font-size="14.00">judge_ratio[1][1]</text>
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<!-- compress[1][1]&#45;&gt;judge_ratio[1][1] -->
<g id="edge52" class="edge"><title>compress[1][1]-&gt;judge_ratio[1][1]</title>
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<polygon fill="black" stroke="black" points="537.797,-983.5 547.797,-980 537.797,-976.5 537.797,-983.5"></polygon>
<text text-anchor="middle" x="479" y="-984.2" font-family="Times,serif" font-size="14.00">z(g[1], m[1])</text>
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<!-- judge_ratio[2][0] -->
<g id="node50" class="node"><title>judge_ratio[2][0]</title>
<polygon fill="none" stroke="blue" points="660.405,-1354 547.595,-1354 547.595,-1318 660.405,-1318 660.405,-1354"></polygon>
<text text-anchor="middle" x="604" y="-1331.8" font-family="Times,serif" font-size="14.00">judge_ratio[2][0]</text>
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<!-- compress[2][0]&#45;&gt;judge_ratio[2][0] -->
<g id="edge80" class="edge"><title>compress[2][0]-&gt;judge_ratio[2][0]</title>
<path fill="none" stroke="black" d="M409.901,-1477.71C458.24,-1468.57 524.985,-1455.48 530,-1452 561.214,-1430.37 581.883,-1390.62 593.022,-1363.75"></path>
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<text text-anchor="middle" x="479" y="-1477.2" font-family="Times,serif" font-size="14.00">z(g[2], m[0])</text>
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<!-- judge_ratio[3][1] -->
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<polygon fill="none" stroke="blue" points="660.405,-599 547.595,-599 547.595,-563 660.405,-563 660.405,-599"></polygon>
<text text-anchor="middle" x="604" y="-576.8" font-family="Times,serif" font-size="14.00">judge_ratio[3][1]</text>
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<!-- compress[3][1]&#45;&gt;judge_ratio[3][1] -->
<g id="edge108" class="edge"><title>compress[3][1]-&gt;judge_ratio[3][1]</title>
<path fill="none" stroke="black" d="M409.761,-572.253C446.676,-573.924 497.357,-576.218 537.554,-578.037"></path>
<polygon fill="black" stroke="black" points="537.649,-581.545 547.797,-578.501 537.965,-574.552 537.649,-581.545"></polygon>
<text text-anchor="middle" x="479" y="-582.2" font-family="Times,serif" font-size="14.00">z(g[3], m[1])</text>
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<!-- judge_ratio[4][0] -->
<g id="node52" class="node"><title>judge_ratio[4][0]</title>
<polygon fill="none" stroke="blue" points="660.405,-1216 547.595,-1216 547.595,-1180 660.405,-1180 660.405,-1216"></polygon>
<text text-anchor="middle" x="604" y="-1193.8" font-family="Times,serif" font-size="14.00">judge_ratio[4][0]</text>
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<!-- compress[4][0]&#45;&gt;judge_ratio[4][0] -->
<g id="edge136" class="edge"><title>compress[4][0]-&gt;judge_ratio[4][0]</title>
<path fill="none" stroke="black" d="M409.719,-1214.47C415.868,-1213.65 422.074,-1212.87 428,-1212.2 464.079,-1208.14 504.468,-1204.78 537.347,-1202.36"></path>
<polygon fill="black" stroke="black" points="538.023,-1205.82 547.743,-1201.6 537.516,-1198.83 538.023,-1205.82"></polygon>
<text text-anchor="middle" x="479" y="-1217.2" font-family="Times,serif" font-size="14.00">z(g[4], m[0])</text>
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<!-- judge_ratio[5][1] -->
<g id="node53" class="node"><title>judge_ratio[5][1]</title>
<polygon fill="none" stroke="blue" points="660.405,-401 547.595,-401 547.595,-365 660.405,-365 660.405,-401"></polygon>
<text text-anchor="middle" x="604" y="-378.8" font-family="Times,serif" font-size="14.00">judge_ratio[5][1]</text>
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<!-- compress[5][1]&#45;&gt;judge_ratio[5][1] -->
<g id="edge164" class="edge"><title>compress[5][1]-&gt;judge_ratio[5][1]</title>
<path fill="none" stroke="black" d="M409.761,-377.433C446.676,-378.497 497.357,-379.957 537.554,-381.115"></path>
<polygon fill="black" stroke="black" points="537.7,-384.62 547.797,-381.41 537.902,-377.623 537.7,-384.62"></polygon>
<text text-anchor="middle" x="479" y="-385.2" font-family="Times,serif" font-size="14.00">z(g[5], m[1])</text>
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<!-- judge_ratio[6][2] -->
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<polygon fill="none" stroke="blue" points="660.405,-59 547.595,-59 547.595,-23 660.405,-23 660.405,-59"></polygon>
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<!-- compress[6][2]&#45;&gt;judge_ratio[6][2] -->
<g id="edge192" class="edge"><title>compress[6][2]-&gt;judge_ratio[6][2]</title>
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<polygon fill="black" stroke="black" points="556.137,-22.5219 566.723,-22.9658 558.725,-16.0175 556.137,-22.5219"></polygon>
<text text-anchor="middle" x="479" y="-16.2" font-family="Times,serif" font-size="14.00">z(g[6], m[2])</text>
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<!-- extract[0][0]&#45;&gt;judge_correctness[0][0] -->
<g id="edge18" class="edge"><title>extract[0][0]-&gt;judge_correctness[0][0]</title>
<path fill="none" stroke="black" d="M647.279,-1687C700.826,-1687 794.342,-1687 862.711,-1687"></path>
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<text text-anchor="middle" x="754" y="-1691.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[0], m[0]), m[0])</text>
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<!-- extract[1][1]&#45;&gt;judge_correctness[1][1] -->
<g id="edge46" class="edge"><title>extract[1][1]-&gt;judge_correctness[1][1]</title>
<path fill="none" stroke="black" d="M647.279,-917.06C709.324,-942.096 825.032,-988.785 893.102,-1016.25"></path>
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<text text-anchor="middle" x="754" y="-994.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[1], m[1]), m[1])</text>
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<!-- extract[2][0]&#45;&gt;judge_correctness[2][0] -->
<g id="edge74" class="edge"><title>extract[2][0]-&gt;judge_correctness[2][0]</title>
<path fill="none" stroke="black" d="M647.279,-1498.55C707.749,-1476.45 819.193,-1435.71 887.829,-1410.63"></path>
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<text text-anchor="middle" x="754" y="-1491.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[2], m[0]), m[0])</text>
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<!-- extract[3][1]&#45;&gt;judge_correctness[3][1] -->
<g id="edge102" class="edge"><title>extract[3][1]-&gt;judge_correctness[3][1]</title>
<path fill="none" stroke="black" d="M642.365,-648.912C689.636,-626.375 773.837,-587.376 848,-559 857.652,-555.307 867.935,-551.666 878.085,-548.239"></path>
<polygon fill="black" stroke="black" points="879.366,-551.501 887.75,-545.024 877.156,-544.859 879.366,-551.501"></polygon>
<text text-anchor="middle" x="754" y="-636.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[3], m[1]), m[1])</text>
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<!-- extract[4][0]&#45;&gt;judge_correctness[4][0] -->
<g id="edge130" class="edge"><title>extract[4][0]-&gt;judge_correctness[4][0]</title>
<path fill="none" stroke="black" d="M647.279,-1238.77C705.364,-1220.6 810.482,-1187.71 879.514,-1166.11"></path>
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<text text-anchor="middle" x="754" y="-1233.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[4], m[0]), m[0])</text>
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<!-- extract[5][1]&#45;&gt;judge_correctness[5][1] -->
<g id="edge158" class="edge"><title>extract[5][1]-&gt;judge_correctness[5][1]</title>
<path fill="none" stroke="black" d="M647.279,-312.448C700.935,-304.133 794.726,-289.598 863.132,-278.997"></path>
<polygon fill="black" stroke="black" points="863.686,-282.453 873.032,-277.463 862.614,-275.536 863.686,-282.453"></polygon>
<text text-anchor="middle" x="754" y="-312.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[5], m[1]), m[1])</text>
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<!-- extract[6][2]&#45;&gt;judge_correctness[6][2] -->
<g id="edge186" class="edge"><title>extract[6][2]-&gt;judge_correctness[6][2]</title>
<path fill="none" stroke="black" d="M647.279,-136.066C700.826,-128.551 794.342,-115.426 862.711,-105.83"></path>
<polygon fill="black" stroke="black" points="863.616,-109.237 873.032,-104.381 862.643,-102.305 863.616,-109.237"></polygon>
<text text-anchor="middle" x="754" y="-136.2" font-family="Times,serif" font-size="14.00">u(e(c(s), g[6], m[2]), m[2])</text>
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<!-- compile&#45;&gt;exec[0][0] -->
<g id="edge4" class="edge"><title>compile-&gt;exec[0][0]</title>
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<text text-anchor="middle" x="276" y="-1416.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[1][1] -->
<g id="edge32" class="edge"><title>compile-&gt;exec[1][1]</title>
<path fill="none" stroke="black" d="M231.71,-900C254.242,-900 285.638,-900 311.488,-900"></path>
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<text text-anchor="middle" x="276" y="-904.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[2][0] -->
<g id="edge60" class="edge"><title>compile-&gt;exec[2][0]</title>
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<polygon fill="black" stroke="black" points="336.479,-1311.59 344.943,-1317.97 342.301,-1307.71 336.479,-1311.59"></polygon>
<text text-anchor="middle" x="276" y="-1134.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[3][1] -->
<g id="edge88" class="edge"><title>compile-&gt;exec[3][1]</title>
<path fill="none" stroke="black" d="M231.923,-884.818C250.759,-873.969 274.377,-857.811 290,-838 324.392,-794.39 343.432,-731.155 352.111,-695.058"></path>
<polygon fill="black" stroke="black" points="355.546,-695.738 354.383,-685.207 348.725,-694.165 355.546,-695.738"></polygon>
<text text-anchor="middle" x="276" y="-869.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[4][0] -->
<g id="edge116" class="edge"><title>compile-&gt;exec[4][0]</title>
<path fill="none" stroke="black" d="M218.571,-918.176C226.942,-927.99 236.817,-940.608 244,-953 254.802,-971.636 249.315,-980.591 262,-998 271.517,-1011.06 280.138,-1008.4 290,-1021.2 318.488,-1058.19 338.648,-1109.03 349.286,-1140.14"></path>
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<text text-anchor="middle" x="276" y="-1026.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[5][1] -->
<g id="edge144" class="edge"><title>compile-&gt;exec[5][1]</title>
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<polygon fill="black" stroke="black" points="347.136,-458.84 348.464,-448.329 340.871,-455.718 347.136,-458.84"></polygon>
<text text-anchor="middle" x="276" y="-662.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- compile&#45;&gt;exec[6][2] -->
<g id="edge172" class="edge"><title>compile-&gt;exec[6][2]</title>
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<polygon fill="black" stroke="black" points="353.159,-170.655 352.584,-160.076 346.436,-168.705 353.159,-170.655"></polygon>
<text text-anchor="middle" x="276" y="-612.2" font-family="Times,serif" font-size="14.00">c(s)</text>
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<!-- exec[0][0]&#45;&gt;extract[0][0] -->
<g id="edge14" class="edge"><title>exec[0][0]-&gt;extract[0][0]</title>
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<polygon fill="black" stroke="black" points="549.828,-1671.1 560.423,-1671.02 552.091,-1664.47 549.828,-1671.1"></polygon>
<text text-anchor="middle" x="479" y="-1665.2" font-family="Times,serif" font-size="14.00">e(c(s), g[0], m[0])</text>
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<!-- exec[0][0]&#45;&gt;judge_ratio[0][0] -->
<g id="edge22" class="edge"><title>exec[0][0]-&gt;judge_ratio[0][0]</title>
<path fill="none" stroke="black" d="M396.152,-1588.69C430.797,-1586.35 484.406,-1584.93 530,-1593.2 537.123,-1594.49 544.466,-1596.42 551.623,-1598.66"></path>
<polygon fill="black" stroke="black" points="550.635,-1602.02 561.229,-1601.87 552.858,-1595.38 550.635,-1602.02"></polygon>
<text text-anchor="middle" x="479" y="-1597.2" font-family="Times,serif" font-size="14.00">e(c(s), g[0], m[0])</text>
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<!-- exec[1][1]&#45;&gt;extract[1][1] -->
<g id="edge42" class="edge"><title>exec[1][1]-&gt;extract[1][1]</title>
<path fill="none" stroke="black" d="M396.38,-900C437.246,-900 503.93,-900 550.453,-900"></path>
<polygon fill="black" stroke="black" points="550.642,-903.5 560.642,-900 550.642,-896.5 550.642,-903.5"></polygon>
<text text-anchor="middle" x="479" y="-904.2" font-family="Times,serif" font-size="14.00">e(c(s), g[1], m[1])</text>
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<!-- exec[1][1]&#45;&gt;judge_ratio[1][1] -->
<g id="edge50" class="edge"><title>exec[1][1]-&gt;judge_ratio[1][1]</title>
<path fill="none" stroke="black" d="M396.38,-911.977C433.754,-924.281 492.725,-943.695 538.116,-958.639"></path>
<polygon fill="black" stroke="black" points="537.282,-962.049 547.875,-961.852 539.471,-955.4 537.282,-962.049"></polygon>
<text text-anchor="middle" x="479" y="-959.2" font-family="Times,serif" font-size="14.00">e(c(s), g[1], m[1])</text>
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<!-- exec[2][0]&#45;&gt;extract[2][0] -->
<g id="edge70" class="edge"><title>exec[2][0]-&gt;extract[2][0]</title>
<path fill="none" stroke="black" d="M367.366,-1354.19C383.718,-1394.38 422.071,-1487.56 428,-1492 446.822,-1506.08 506.017,-1511.19 550.386,-1513.02"></path>
<polygon fill="black" stroke="black" points="550.336,-1516.52 560.458,-1513.39 550.594,-1509.52 550.336,-1516.52"></polygon>
<text text-anchor="middle" x="479" y="-1515.2" font-family="Times,serif" font-size="14.00">e(c(s), g[2], m[0])</text>
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<!-- exec[2][0]&#45;&gt;judge_ratio[2][0] -->
<g id="edge78" class="edge"><title>exec[2][0]-&gt;judge_ratio[2][0]</title>
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<!-- exec[3][1]&#45;&gt;extract[3][1] -->
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<!-- exec[3][1]&#45;&gt;judge_ratio[3][1] -->
<g id="edge106" class="edge"><title>exec[3][1]-&gt;judge_ratio[3][1]</title>
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<!-- exec[4][0]&#45;&gt;extract[4][0] -->
<g id="edge126" class="edge"><title>exec[4][0]-&gt;extract[4][0]</title>
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<!-- exec[4][0]&#45;&gt;judge_ratio[4][0] -->
<g id="edge134" class="edge"><title>exec[4][0]-&gt;judge_ratio[4][0]</title>
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<!-- exec[5][1]&#45;&gt;extract[5][1] -->
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<!-- exec[5][1]&#45;&gt;judge_ratio[5][1] -->
<g id="edge162" class="edge"><title>exec[5][1]-&gt;judge_ratio[5][1]</title>
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<!-- exec[6][2]&#45;&gt;extract[6][2] -->
<g id="edge182" class="edge"><title>exec[6][2]-&gt;extract[6][2]</title>
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<!-- exec[6][2]&#45;&gt;judge_ratio[6][2] -->
<g id="edge190" class="edge"><title>exec[6][2]-&gt;judge_ratio[6][2]</title>
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<!-- judge[0][0] -->
<g id="node34" class="node"><title>judge[0][0]</title>
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<!-- score[0][0] -->
<g id="node55" class="node"><title>score[0][0]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-1653" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-1653" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-1648.8" font-family="Times,serif" font-size="14.00">score[0][0]</text>
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<!-- judge[0][0]&#45;&gt;score[0][0] -->
<g id="edge30" class="edge"><title>judge[0][0]-&gt;score[0][0]</title>
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<polygon fill="black" stroke="black" points="1803.88,-1656.5 1813.88,-1653 1803.88,-1649.5 1803.88,-1656.5"></polygon>
<text text-anchor="middle" x="1588" y="-1657.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[0], m[0]), g[0], m[0]), jr(e(c(s), g[0], m[0]), z(g[0], m[0])))</text>
</g>
<!-- judge[1][1] -->
<g id="node35" class="node"><title>judge[1][1]</title>
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<!-- score[1][1] -->
<g id="node56" class="node"><title>score[1][1]</title>
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<ellipse fill="none" stroke="green" cx="1872" cy="-1056" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-1051.8" font-family="Times,serif" font-size="14.00">score[1][1]</text>
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<!-- judge[1][1]&#45;&gt;score[1][1] -->
<g id="edge58" class="edge"><title>judge[1][1]-&gt;score[1][1]</title>
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<polygon fill="black" stroke="black" points="1803.88,-1059.5 1813.88,-1056 1803.88,-1052.5 1803.88,-1059.5"></polygon>
<text text-anchor="middle" x="1588" y="-1060.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[1], m[1]), g[1], m[1]), jr(e(c(s), g[1], m[1]), z(g[1], m[1])))</text>
</g>
<!-- judge[2][0] -->
<g id="node36" class="node"><title>judge[2][0]</title>
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<text text-anchor="middle" x="1322" y="-1352.8" font-family="Times,serif" font-size="14.00">judge[2][0]</text>
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<!-- score[2][0] -->
<g id="node57" class="node"><title>score[2][0]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-1357" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-1357" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-1352.8" font-family="Times,serif" font-size="14.00">score[2][0]</text>
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<!-- judge[2][0]&#45;&gt;score[2][0] -->
<g id="edge86" class="edge"><title>judge[2][0]-&gt;score[2][0]</title>
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<polygon fill="black" stroke="black" points="1803.88,-1360.5 1813.88,-1357 1803.88,-1353.5 1803.88,-1360.5"></polygon>
<text text-anchor="middle" x="1588" y="-1361.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[2], m[0]), g[2], m[0]), jr(e(c(s), g[2], m[0]), z(g[2], m[0])))</text>
</g>
<!-- judge[3][1] -->
<g id="node37" class="node"><title>judge[3][1]</title>
<polygon fill="none" stroke="blue" points="1361.75,-545 1282.25,-545 1282.25,-509 1361.75,-509 1361.75,-545"></polygon>
<text text-anchor="middle" x="1322" y="-522.8" font-family="Times,serif" font-size="14.00">judge[3][1]</text>
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<!-- score[3][1] -->
<g id="node58" class="node"><title>score[3][1]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-527" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-527" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-522.8" font-family="Times,serif" font-size="14.00">score[3][1]</text>
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<!-- judge[3][1]&#45;&gt;score[3][1] -->
<g id="edge114" class="edge"><title>judge[3][1]-&gt;score[3][1]</title>
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<polygon fill="black" stroke="black" points="1803.88,-530.5 1813.88,-527 1803.88,-523.5 1803.88,-530.5"></polygon>
<text text-anchor="middle" x="1588" y="-531.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[3], m[1]), g[3], m[1]), jr(e(c(s), g[3], m[1]), z(g[3], m[1])))</text>
</g>
<!-- judge[4][0] -->
<g id="node38" class="node"><title>judge[4][0]</title>
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<text text-anchor="middle" x="1322" y="-1192.8" font-family="Times,serif" font-size="14.00">judge[4][0]</text>
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<!-- score[4][0] -->
<g id="node59" class="node"><title>score[4][0]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-1197" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-1197" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-1192.8" font-family="Times,serif" font-size="14.00">score[4][0]</text>
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<!-- judge[4][0]&#45;&gt;score[4][0] -->
<g id="edge142" class="edge"><title>judge[4][0]-&gt;score[4][0]</title>
<path fill="none" stroke="black" d="M1361.97,-1197C1454.42,-1197 1687.91,-1197 1803.73,-1197"></path>
<polygon fill="black" stroke="black" points="1803.88,-1200.5 1813.88,-1197 1803.88,-1193.5 1803.88,-1200.5"></polygon>
<text text-anchor="middle" x="1588" y="-1201.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[4], m[0]), g[4], m[0]), jr(e(c(s), g[4], m[0]), z(g[4], m[0])))</text>
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<!-- judge[5][1] -->
<g id="node39" class="node"><title>judge[5][1]</title>
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<!-- score[5][1] -->
<g id="node60" class="node"><title>score[5][1]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-372" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-372" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-367.8" font-family="Times,serif" font-size="14.00">score[5][1]</text>
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<!-- judge[5][1]&#45;&gt;score[5][1] -->
<g id="edge170" class="edge"><title>judge[5][1]-&gt;score[5][1]</title>
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<polygon fill="black" stroke="black" points="1803.88,-375.5 1813.88,-372 1803.88,-368.5 1803.88,-375.5"></polygon>
<text text-anchor="middle" x="1588" y="-376.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[5], m[1]), g[5], m[1]), jr(e(c(s), g[5], m[1]), z(g[5], m[1])))</text>
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<!-- judge[6][2] -->
<g id="node40" class="node"><title>judge[6][2]</title>
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<!-- score[6][2] -->
<g id="node61" class="node"><title>score[6][2]</title>
<ellipse fill="none" stroke="green" cx="1872" cy="-63" rx="53.8551" ry="53.8551"></ellipse>
<ellipse fill="none" stroke="green" cx="1872" cy="-63" rx="57.85" ry="57.85"></ellipse>
<text text-anchor="middle" x="1872" y="-58.8" font-family="Times,serif" font-size="14.00">score[6][2]</text>
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<!-- judge[6][2]&#45;&gt;score[6][2] -->
<g id="edge198" class="edge"><title>judge[6][2]-&gt;score[6][2]</title>
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<polygon fill="black" stroke="black" points="1803.88,-66.5001 1813.88,-63 1803.88,-59.5001 1803.88,-66.5001"></polygon>
<text text-anchor="middle" x="1588" y="-67.2" font-family="Times,serif" font-size="14.00">j(jc(u(e(c(s), g[6], m[2]), g[6], m[2]), jr(e(c(s), g[6], m[2]), z(g[6], m[2])))</text>
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<!-- judge_correctness[0][0]&#45;&gt;judge[0][0] -->
<g id="edge26" class="edge"><title>judge_correctness[0][0]-&gt;judge[0][0]</title>
<path fill="none" stroke="black" d="M1022.94,-1680.24C1096.8,-1673.49 1208.25,-1663.3 1271.87,-1657.49"></path>
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<text text-anchor="middle" x="1165" y="-1680.2" font-family="Times,serif" font-size="14.00">jc(u(e(c(s), g[0], m[0]), g[0], m[0])</text>
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<!-- judge_correctness[1][1]&#45;&gt;judge[1][1] -->
<g id="edge54" class="edge"><title>judge_correctness[1][1]-&gt;judge[1][1]</title>
<path fill="none" stroke="black" d="M1022.94,-1041.58C1096.8,-1045.15 1208.25,-1050.54 1271.87,-1053.62"></path>
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<text text-anchor="middle" x="1165" y="-1057.2" font-family="Times,serif" font-size="14.00">jc(u(e(c(s), g[1], m[1]), g[1], m[1])</text>
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<!-- judge_correctness[2][0]&#45;&gt;judge[2][0] -->
<g id="edge82" class="edge"><title>judge_correctness[2][0]-&gt;judge[2][0]</title>
<path fill="none" stroke="black" d="M1022.94,-1382.64C1096.8,-1376.29 1208.25,-1366.7 1271.87,-1361.23"></path>
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<text text-anchor="middle" x="1165" y="-1382.2" font-family="Times,serif" font-size="14.00">jc(u(e(c(s), g[2], m[0]), g[2], m[0])</text>
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<!-- judge_correctness[3][1]&#45;&gt;judge[3][1] -->
<g id="edge110" class="edge"><title>judge_correctness[3][1]-&gt;judge[3][1]</title>
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<text text-anchor="middle" x="1165" y="-531.2" font-family="Times,serif" font-size="14.00">jc(u(e(c(s), g[3], m[1]), g[3], m[1])</text>
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<!-- judge_correctness[4][0]&#45;&gt;judge[4][0] -->
<g id="edge138" class="edge"><title>judge_correctness[4][0]-&gt;judge[4][0]</title>
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<!-- judge_correctness[5][1]&#45;&gt;judge[5][1] -->
<g id="edge166" class="edge"><title>judge_correctness[5][1]-&gt;judge[5][1]</title>
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<!-- judge_correctness[6][2]&#45;&gt;judge[6][2] -->
<g id="edge194" class="edge"><title>judge_correctness[6][2]-&gt;judge[6][2]</title>
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<!-- judge_ratio[0][0]&#45;&gt;judge[0][0] -->
<g id="edge28" class="edge"><title>judge_ratio[0][0]-&gt;judge[0][0]</title>
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<text text-anchor="middle" x="948" y="-1644.2" font-family="Times,serif" font-size="14.00">jr(e(c(s), g[0], m[0]), z(g[0], m[0]))</text>
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<!-- judge_ratio[1][1]&#45;&gt;judge[1][1] -->
<g id="edge56" class="edge"><title>judge_ratio[1][1]-&gt;judge[1][1]</title>
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<!-- judge_ratio[2][0]&#45;&gt;judge[2][0] -->
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<!-- judge_ratio[3][1]&#45;&gt;judge[3][1] -->
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<!-- judge_ratio[4][0]&#45;&gt;judge[4][0] -->
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<!-- judge_ratio[5][1]&#45;&gt;judge[5][1] -->
<g id="edge168" class="edge"><title>judge_ratio[5][1]-&gt;judge[5][1]</title>
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strict digraph {
rankdir=LR;
node [ shape=ellipse, color=green ] source_files;
node [ shape=note, color=grey ] "generator[0]" "generator[1]" "generator[2]" "generator[3]" "generator[4]" "generator[5]" "generator[6]" "method[0]" "method[1]" "method[2]";
node [ shape=box, color=blue ] "compress[0][0]" "compress[1][1]" "compress[2][0]" "compress[3][1]" "compress[4][0]" "compress[5][1]" "compress[6][2]" "extract[0][0]" "extract[1][1]" "extract[2][0]" "extract[3][1]" "extract[4][0]" "extract[5][1]" "extract[6][2]" compile "exec[0][0]" "exec[1][1]" "exec[2][0]" "exec[3][1]" "exec[4][0]" "exec[5][1]" "exec[6][2]" "judge[0][0]" "judge[1][1]" "judge[2][0]" "judge[3][1]" "judge[4][0]" "judge[5][1]" "judge[6][2]" "judge_correctness[0][0]" "judge_correctness[1][1]" "judge_correctness[2][0]" "judge_correctness[3][1]" "judge_correctness[4][0]" "judge_correctness[5][1]" "judge_correctness[6][2]" "judge_ratio[0][0]" "judge_ratio[1][1]" "judge_ratio[2][0]" "judge_ratio[3][1]" "judge_ratio[4][0]" "judge_ratio[5][1]" "judge_ratio[6][2]";
node [ shape=doublecircle, color=green ] "score[0][0]" "score[1][1]" "score[2][0]" "score[3][1]" "score[4][0]" "score[5][1]" "score[6][2]";
source_files -> compile [ label="s" ];
compile -> "exec[0][0]" [ label="c(s)" ];
"generator[0]" -> "exec[0][0]" [ label="g[0]" ];
"method[0]" -> "exec[0][0]" [ label="m[0]" ];
"generator[0]" -> "compress[0][0]" [ label="g[0]" ];
"method[0]" -> "compress[0][0]" [ label="m[0]" ];
"exec[0][0]" -> "extract[0][0]" [ label="e(c(s), g[0], m[0])" ];
"method[0]" -> "extract[0][0]" [ lable="m[0]" ]
"extract[0][0]" -> "judge_correctness[0][0]" [ label="u(e(c(s), g[0], m[0]), m[0])" ];
"generator[0]" -> "judge_correctness[0][0]" [ label="g[0]" ];
"exec[0][0]" -> "judge_ratio[0][0]" [ label="e(c(s), g[0], m[0])" ];
"compress[0][0]" -> "judge_ratio[0][0]" [ label="z(g[0], m[0])" ];
"judge_correctness[0][0]" -> "judge[0][0]" [ label="jc(u(e(c(s), g[0], m[0]), g[0], m[0])" ];
"judge_ratio[0][0]" -> "judge[0][0]" [ label="jr(e(c(s), g[0], m[0]), z(g[0], m[0]))" ];
"judge[0][0]" -> "score[0][0]" [ label="j(jc(u(e(c(s), g[0], m[0]), g[0], m[0]), jr(e(c(s), g[0], m[0]), z(g[0], m[0])))" ]
compile -> "exec[1][1]" [ label="c(s)" ];
"generator[1]" -> "exec[1][1]" [ label="g[1]" ];
"method[1]" -> "exec[1][1]" [ label="m[1]" ];
"generator[1]" -> "compress[1][1]" [ label="g[1]" ];
"method[1]" -> "compress[1][1]" [ label="m[1]" ];
"exec[1][1]" -> "extract[1][1]" [ label="e(c(s), g[1], m[1])" ];
"method[1]" -> "extract[1][1]" [ lable="m[1]" ]
"extract[1][1]" -> "judge_correctness[1][1]" [ label="u(e(c(s), g[1], m[1]), m[1])" ];
"generator[1]" -> "judge_correctness[1][1]" [ label="g[1]" ];
"exec[1][1]" -> "judge_ratio[1][1]" [ label="e(c(s), g[1], m[1])" ];
"compress[1][1]" -> "judge_ratio[1][1]" [ label="z(g[1], m[1])" ];
"judge_correctness[1][1]" -> "judge[1][1]" [ label="jc(u(e(c(s), g[1], m[1]), g[1], m[1])" ];
"judge_ratio[1][1]" -> "judge[1][1]" [ label="jr(e(c(s), g[1], m[1]), z(g[1], m[1]))" ];
"judge[1][1]" -> "score[1][1]" [ label="j(jc(u(e(c(s), g[1], m[1]), g[1], m[1]), jr(e(c(s), g[1], m[1]), z(g[1], m[1])))" ]
compile -> "exec[2][0]" [ label="c(s)" ];
"generator[2]" -> "exec[2][0]" [ label="g[2]" ];
"method[0]" -> "exec[2][0]" [ label="m[0]" ];
"generator[2]" -> "compress[2][0]" [ label="g[2]" ];
"method[0]" -> "compress[2][0]" [ label="m[0]" ];
"exec[2][0]" -> "extract[2][0]" [ label="e(c(s), g[2], m[0])" ];
"method[0]" -> "extract[2][0]" [ lable="m[0]" ]
"extract[2][0]" -> "judge_correctness[2][0]" [ label="u(e(c(s), g[2], m[0]), m[0])" ];
"generator[2]" -> "judge_correctness[2][0]" [ label="g[2]" ];
"exec[2][0]" -> "judge_ratio[2][0]" [ label="e(c(s), g[2], m[0])" ];
"compress[2][0]" -> "judge_ratio[2][0]" [ label="z(g[2], m[0])" ];
"judge_correctness[2][0]" -> "judge[2][0]" [ label="jc(u(e(c(s), g[2], m[0]), g[2], m[0])" ];
"judge_ratio[2][0]" -> "judge[2][0]" [ label="jr(e(c(s), g[2], m[0]), z(g[2], m[0]))" ];
"judge[2][0]" -> "score[2][0]" [ label="j(jc(u(e(c(s), g[2], m[0]), g[2], m[0]), jr(e(c(s), g[2], m[0]), z(g[2], m[0])))" ]
compile -> "exec[3][1]" [ label="c(s)" ];
"generator[3]" -> "exec[3][1]" [ label="g[3]" ];
"method[1]" -> "exec[3][1]" [ label="m[1]" ];
"generator[3]" -> "compress[3][1]" [ label="g[3]" ];
"method[1]" -> "compress[3][1]" [ label="m[1]" ];
"exec[3][1]" -> "extract[3][1]" [ label="e(c(s), g[3], m[1])" ];
"method[1]" -> "extract[3][1]" [ lable="m[1]" ]
"extract[3][1]" -> "judge_correctness[3][1]" [ label="u(e(c(s), g[3], m[1]), m[1])" ];
"generator[3]" -> "judge_correctness[3][1]" [ label="g[3]" ];
"exec[3][1]" -> "judge_ratio[3][1]" [ label="e(c(s), g[3], m[1])" ];
"compress[3][1]" -> "judge_ratio[3][1]" [ label="z(g[3], m[1])" ];
"judge_correctness[3][1]" -> "judge[3][1]" [ label="jc(u(e(c(s), g[3], m[1]), g[3], m[1])" ];
"judge_ratio[3][1]" -> "judge[3][1]" [ label="jr(e(c(s), g[3], m[1]), z(g[3], m[1]))" ];
"judge[3][1]" -> "score[3][1]" [ label="j(jc(u(e(c(s), g[3], m[1]), g[3], m[1]), jr(e(c(s), g[3], m[1]), z(g[3], m[1])))" ]
compile -> "exec[4][0]" [ label="c(s)" ];
"generator[4]" -> "exec[4][0]" [ label="g[4]" ];
"method[0]" -> "exec[4][0]" [ label="m[0]" ];
"generator[4]" -> "compress[4][0]" [ label="g[4]" ];
"method[0]" -> "compress[4][0]" [ label="m[0]" ];
"exec[4][0]" -> "extract[4][0]" [ label="e(c(s), g[4], m[0])" ];
"method[0]" -> "extract[4][0]" [ lable="m[0]" ]
"extract[4][0]" -> "judge_correctness[4][0]" [ label="u(e(c(s), g[4], m[0]), m[0])" ];
"generator[4]" -> "judge_correctness[4][0]" [ label="g[4]" ];
"exec[4][0]" -> "judge_ratio[4][0]" [ label="e(c(s), g[4], m[0])" ];
"compress[4][0]" -> "judge_ratio[4][0]" [ label="z(g[4], m[0])" ];
"judge_correctness[4][0]" -> "judge[4][0]" [ label="jc(u(e(c(s), g[4], m[0]), g[4], m[0])" ];
"judge_ratio[4][0]" -> "judge[4][0]" [ label="jr(e(c(s), g[4], m[0]), z(g[4], m[0]))" ];
"judge[4][0]" -> "score[4][0]" [ label="j(jc(u(e(c(s), g[4], m[0]), g[4], m[0]), jr(e(c(s), g[4], m[0]), z(g[4], m[0])))" ]
compile -> "exec[5][1]" [ label="c(s)" ];
"generator[5]" -> "exec[5][1]" [ label="g[5]" ];
"method[1]" -> "exec[5][1]" [ label="m[1]" ];
"generator[5]" -> "compress[5][1]" [ label="g[5]" ];
"method[1]" -> "compress[5][1]" [ label="m[1]" ];
"exec[5][1]" -> "extract[5][1]" [ label="e(c(s), g[5], m[1])" ];
"method[1]" -> "extract[5][1]" [ lable="m[1]" ]
"extract[5][1]" -> "judge_correctness[5][1]" [ label="u(e(c(s), g[5], m[1]), m[1])" ];
"generator[5]" -> "judge_correctness[5][1]" [ label="g[5]" ];
"exec[5][1]" -> "judge_ratio[5][1]" [ label="e(c(s), g[5], m[1])" ];
"compress[5][1]" -> "judge_ratio[5][1]" [ label="z(g[5], m[1])" ];
"judge_correctness[5][1]" -> "judge[5][1]" [ label="jc(u(e(c(s), g[5], m[1]), g[5], m[1])" ];
"judge_ratio[5][1]" -> "judge[5][1]" [ label="jr(e(c(s), g[5], m[1]), z(g[5], m[1]))" ];
"judge[5][1]" -> "score[5][1]" [ label="j(jc(u(e(c(s), g[5], m[1]), g[5], m[1]), jr(e(c(s), g[5], m[1]), z(g[5], m[1])))" ]
compile -> "exec[6][2]" [ label="c(s)" ];
"generator[6]" -> "exec[6][2]" [ label="g[6]" ];
"method[2]" -> "exec[6][2]" [ label="m[2]" ];
"generator[6]" -> "compress[6][2]" [ label="g[6]" ];
"method[2]" -> "compress[6][2]" [ label="m[2]" ];
"exec[6][2]" -> "extract[6][2]" [ label="e(c(s), g[6], m[2])" ];
"method[2]" -> "extract[6][2]" [ lable="m[2]" ]
"extract[6][2]" -> "judge_correctness[6][2]" [ label="u(e(c(s), g[6], m[2]), m[2])" ];
"generator[6]" -> "judge_correctness[6][2]" [ label="g[6]" ];
"exec[6][2]" -> "judge_ratio[6][2]" [ label="e(c(s), g[6], m[2])" ];
"compress[6][2]" -> "judge_ratio[6][2]" [ label="z(g[6], m[2])" ];
"judge_correctness[6][2]" -> "judge[6][2]" [ label="jc(u(e(c(s), g[6], m[2]), g[6], m[2])" ];
"judge_ratio[6][2]" -> "judge[6][2]" [ label="jr(e(c(s), g[6], m[2]), z(g[6], m[2]))" ];
"judge[6][2]" -> "score[6][2]" [ label="j(jc(u(e(c(s), g[6], m[2]), g[6], m[2]), jr(e(c(s), g[6], m[2]), z(g[6], m[2])))" ]
}
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