PHP paslandau\PageRank\Calculation PageRank 예제들

예제 #1

파일: wiki-csv.php 프로젝트: siparker/pagerank

<?php

use Monolog\Handler\StreamHandler;
use Monolog\Logger;
use paslandau\PageRank\Calculation\PageRank;
use paslandau\PageRank\Calculation\ResultFormatter;
use paslandau\PageRank\Import\CsvImporter;
require_once __DIR__ . "/bootstrap.php";
$csvImporter = new CsvImporter(false, 0, 1, "utf-8", ",");
$pathToFile = __DIR__ . "/resources/wiki-input.csv";
$graph = $csvImporter->import($pathToFile);
$pageRank = new PageRank();
$result = $pageRank->calculatePagerank($graph);
$formatter = new ResultFormatter(4);
echo $formatter->toString($result);

예제 #2

파일: wiki-csv-history.php 프로젝트: siparker/pagerank

<?php

use paslandau\PageRank\Calculation\PageRank;
use paslandau\PageRank\Calculation\ResultFormatter;
use paslandau\PageRank\Import\CsvImporter;
require_once __DIR__ . "/bootstrap.php";
$csvImporter = new CsvImporter(false, 0, 1, "utf-8", ",");
$pathToFile = __DIR__ . "/resources/wiki-input.csv";
$graph = $csvImporter->import($pathToFile);
$pageRank = new PageRank();
/**
 * Keep PageRank info for each round of calculation
 */
$keepHistory = true;
$result = $pageRank->calculatePagerank($graph, $keepHistory);
$formatter = new ResultFormatter(4);
echo $formatter->toString($result);

예제 #3

파일: PageRankTest.php 프로젝트: siparker/pagerank

 /**
  * See example image at http://de.wikipedia.org/wiki/PageRank
  * >> http://de.wikipedia.org/wiki/PageRank#/media/File:PageRank-Beispiel.png
  * Difference to the englisch example: No normalization is used - that means PageRankNode "a" has no outlinks at all instead if links to any other node including itself.
  */
 public function test_ShouldYieldSameResultsAsTheDeWikiExample()
 {
     $a = new Node("a");
     $b = new Node("b");
     $c = new Node("c");
     $d = new Node("d");
     $e = new Node("e");
     $f = new Node("f");
     $x1 = new Node("x1");
     $x2 = new Node("x2");
     $x3 = new Node("x3");
     $x4 = new Node("x4");
     $x5 = new Node("x5");
     $graph = new Graph();
     $graph->addEdge(new Edge($b, $c));
     $graph->addEdge(new Edge($c, $b));
     $graph->addEdge(new Edge($d, $a));
     $graph->addEdge(new Edge($d, $b));
     $graph->addEdge(new Edge($e, $b));
     $graph->addEdge(new Edge($e, $d));
     $graph->addEdge(new Edge($e, $f));
     $graph->addEdge(new Edge($f, $b));
     $graph->addEdge(new Edge($f, $e));
     $graph->addEdge(new Edge($x1, $b));
     $graph->addEdge(new Edge($x1, $e));
     $graph->addEdge(new Edge($x2, $b));
     $graph->addEdge(new Edge($x2, $e));
     $graph->addEdge(new Edge($x3, $b));
     $graph->addEdge(new Edge($x3, $e));
     $graph->addEdge(new Edge($x4, $e));
     $graph->addEdge(new Edge($x5, $e));
     $damping = 0.85;
     $maxRounds = 1000;
     $maxDistance = 1.0E-6;
     $pageRank = new PageRank($damping, $maxRounds, $maxDistance);
     $result = $pageRank->calculatePagerank($graph);
     $history = $result->getHistory();
     $actual = [];
     foreach ($history as $key => $historyElement) {
         $actual[$key] = $historyElement->toArray();
         $round = $actual[$key];
         foreach ($round as $node => $nodeValue) {
             $actual[$key][$node]["oldPr"] = round($nodeValue["oldPr"], 4);
             $actual[$key][$node]["newPr"] = round($nodeValue["newPr"], 4);
         }
     }
     $expected = [92 => ["b" => ["node" => "b", "oldPr" => 0.3242, "newPr" => 0.3242], "c" => ["node" => "c", "oldPr" => 0.2892, "newPr" => 0.2892], "d" => ["node" => "d", "oldPr" => 0.033, "newPr" => 0.033], "a" => ["node" => "a", "oldPr" => 0.0276, "newPr" => 0.0276], "e" => ["node" => "e", "oldPr" => 0.0682, "newPr" => 0.0682], "f" => ["node" => "f", "oldPr" => 0.033, "newPr" => 0.033], "x1" => ["node" => "x1", "oldPr" => 0.0136, "newPr" => 0.0136], "x2" => ["node" => "x2", "oldPr" => 0.0136, "newPr" => 0.0136], "x3" => ["node" => "x3", "oldPr" => 0.0136, "newPr" => 0.0136], "x4" => ["node" => "x4", "oldPr" => 0.0136, "newPr" => 0.0136], "x5" => ["node" => "x5", "oldPr" => 0.0136, "newPr" => 0.0136]]];
     $this->assertEquals($actual, $expected);
 }