MediaWiki  REL1_24
WikiDiff3.php
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00001 <?php
00039 class WikiDiff3 {
00040 
00041     // Input variables
00042     private $from;
00043     private $to;
00044     private $m;
00045     private $n;
00046 
00047     private $tooLong;
00048     private $powLimit;
00049 
00050     // State variables
00051     private $maxDifferences;
00052     private $lcsLengthCorrectedForHeuristic = false;
00053 
00054     // Output variables
00055     public $length;
00056     public $removed;
00057     public $added;
00058     public $heuristicUsed;
00059 
00060     function __construct( $tooLong = 2000000, $powLimit = 1.45 ) {
00061         $this->tooLong = $tooLong;
00062         $this->powLimit = $powLimit;
00063     }
00064 
00065     public function diff( /*array*/ $from, /*array*/ $to ) {
00066         // remember initial lengths
00067         $m = count( $from );
00068         $n = count( $to );
00069 
00070         $this->heuristicUsed = false;
00071 
00072         // output
00073         $removed = $m > 0 ? array_fill( 0, $m, true ) : array();
00074         $added = $n > 0 ? array_fill( 0, $n, true ) : array();
00075 
00076         // reduce the complexity for the next step (intentionally done twice)
00077         // remove common tokens at the start
00078         $i = 0;
00079         while ( $i < $m && $i < $n && $from[$i] === $to[$i] ) {
00080             $removed[$i] = $added[$i] = false;
00081             unset( $from[$i], $to[$i] );
00082             ++$i;
00083         }
00084 
00085         // remove common tokens at the end
00086         $j = 1;
00087         while ( $i + $j <= $m && $i + $j <= $n && $from[$m - $j] === $to[$n - $j] ) {
00088             $removed[$m - $j] = $added[$n - $j] = false;
00089             unset( $from[$m - $j], $to[$n - $j] );
00090             ++$j;
00091         }
00092 
00093         $this->from = $newFromIndex = $this->to = $newToIndex = array();
00094 
00095         // remove tokens not in both sequences
00096         $shared = array();
00097         foreach ( $from as $key ) {
00098             $shared[$key] = false;
00099         }
00100 
00101         foreach ( $to as $index => &$el ) {
00102             if ( array_key_exists( $el, $shared ) ) {
00103                 // keep it
00104                 $this->to[] = $el;
00105                 $shared[$el] = true;
00106                 $newToIndex[] = $index;
00107             }
00108         }
00109         foreach ( $from as $index => &$el ) {
00110             if ( $shared[$el] ) {
00111                 // keep it
00112                 $this->from[] = $el;
00113                 $newFromIndex[] = $index;
00114             }
00115         }
00116 
00117         unset( $shared, $from, $to );
00118 
00119         $this->m = count( $this->from );
00120         $this->n = count( $this->to );
00121 
00122         $this->removed = $this->m > 0 ? array_fill( 0, $this->m, true ) : array();
00123         $this->added = $this->n > 0 ? array_fill( 0, $this->n, true ) : array();
00124 
00125         if ( $this->m == 0 || $this->n == 0 ) {
00126             $this->length = 0;
00127         } else {
00128             $this->maxDifferences = ceil( ( $this->m + $this->n ) / 2.0 );
00129             if ( $this->m * $this->n > $this->tooLong ) {
00130                 // limit complexity to D^POW_LIMIT for long sequences
00131                 $this->maxDifferences = floor( pow( $this->maxDifferences, $this->powLimit - 1.0 ) );
00132                 wfDebug( "Limiting max number of differences to $this->maxDifferences\n" );
00133             }
00134 
00135             /*
00136              * The common prefixes and suffixes are always part of some LCS, include
00137              * them now to reduce our search space
00138              */
00139             $max = min( $this->m, $this->n );
00140             for ( $forwardBound = 0; $forwardBound < $max
00141                 && $this->from[$forwardBound] === $this->to[$forwardBound];
00142                 ++$forwardBound
00143             ) {
00144                 $this->removed[$forwardBound] = $this->added[$forwardBound] = false;
00145             }
00146 
00147             $backBoundL1 = $this->m - 1;
00148             $backBoundL2 = $this->n - 1;
00149 
00150             while ( $backBoundL1 >= $forwardBound && $backBoundL2 >= $forwardBound
00151                 && $this->from[$backBoundL1] === $this->to[$backBoundL2]
00152             ) {
00153                 $this->removed[$backBoundL1--] = $this->added[$backBoundL2--] = false;
00154             }
00155 
00156             $temp = array_fill( 0, $this->m + $this->n + 1, 0 );
00157             $V = array( $temp, $temp );
00158             $snake = array( 0, 0, 0 );
00159 
00160             $this->length = $forwardBound + $this->m - $backBoundL1 - 1
00161                 + $this->lcs_rec(
00162                     $forwardBound,
00163                     $backBoundL1,
00164                     $forwardBound,
00165                     $backBoundL2,
00166                     $V,
00167                     $snake
00168             );
00169         }
00170 
00171         $this->m = $m;
00172         $this->n = $n;
00173 
00174         $this->length += $i + $j - 1;
00175 
00176         foreach ( $this->removed as $key => &$removed_elem ) {
00177             if ( !$removed_elem ) {
00178                 $removed[$newFromIndex[$key]] = false;
00179             }
00180         }
00181         foreach ( $this->added as $key => &$added_elem ) {
00182             if ( !$added_elem ) {
00183                 $added[$newToIndex[$key]] = false;
00184             }
00185         }
00186         $this->removed = $removed;
00187         $this->added = $added;
00188     }
00189 
00190     function diff_range( $from_lines, $to_lines ) {
00191         // Diff and store locally
00192         $this->diff( $from_lines, $to_lines );
00193         unset( $from_lines, $to_lines );
00194 
00195         $ranges = array();
00196         $xi = $yi = 0;
00197         while ( $xi < $this->m || $yi < $this->n ) {
00198             // Matching "snake".
00199             while ( $xi < $this->m && $yi < $this->n
00200                 && !$this->removed[$xi]
00201                 && !$this->added[$yi]
00202             ) {
00203                 ++$xi;
00204                 ++$yi;
00205             }
00206             // Find deletes & adds.
00207             $xstart = $xi;
00208             while ( $xi < $this->m && $this->removed[$xi] ) {
00209                 ++$xi;
00210             }
00211 
00212             $ystart = $yi;
00213             while ( $yi < $this->n && $this->added[$yi] ) {
00214                 ++$yi;
00215             }
00216 
00217             if ( $xi > $xstart || $yi > $ystart ) {
00218                 $ranges[] = new RangeDifference( $xstart, $xi, $ystart, $yi );
00219             }
00220         }
00221 
00222         return $ranges;
00223     }
00224 
00225     private function lcs_rec( $bottoml1, $topl1, $bottoml2, $topl2, &$V, &$snake ) {
00226         // check that both sequences are non-empty
00227         if ( $bottoml1 > $topl1 || $bottoml2 > $topl2 ) {
00228             return 0;
00229         }
00230 
00231         $d = $this->find_middle_snake( $bottoml1, $topl1, $bottoml2,
00232             $topl2, $V, $snake );
00233 
00234         // need to store these so we don't lose them when they're
00235         // overwritten by the recursion
00236         $len = $snake[2];
00237         $startx = $snake[0];
00238         $starty = $snake[1];
00239 
00240         // the middle snake is part of the LCS, store it
00241         for ( $i = 0; $i < $len; ++$i ) {
00242             $this->removed[$startx + $i] = $this->added[$starty + $i] = false;
00243         }
00244 
00245         if ( $d > 1 ) {
00246             return $len
00247             + $this->lcs_rec( $bottoml1, $startx - 1, $bottoml2,
00248                 $starty - 1, $V, $snake )
00249             + $this->lcs_rec( $startx + $len, $topl1, $starty + $len,
00250                 $topl2, $V, $snake );
00251         } elseif ( $d == 1 ) {
00252             /*
00253              * In this case the sequences differ by exactly 1 line. We have
00254              * already saved all the lines after the difference in the for loop
00255              * above, now we need to save all the lines before the difference.
00256              */
00257             $max = min( $startx - $bottoml1, $starty - $bottoml2 );
00258             for ( $i = 0; $i < $max; ++$i ) {
00259                 $this->removed[$bottoml1 + $i] =
00260                     $this->added[$bottoml2 + $i] = false;
00261             }
00262 
00263             return $max + $len;
00264         }
00265 
00266         return $len;
00267     }
00268 
00269     private function find_middle_snake( $bottoml1, $topl1, $bottoml2, $topl2, &$V, &$snake ) {
00270         $from = &$this->from;
00271         $to = &$this->to;
00272         $V0 = &$V[0];
00273         $V1 = &$V[1];
00274         $snake0 = &$snake[0];
00275         $snake1 = &$snake[1];
00276         $snake2 = &$snake[2];
00277         $bottoml1_min_1 = $bottoml1 - 1;
00278         $bottoml2_min_1 = $bottoml2 - 1;
00279         $N = $topl1 - $bottoml1_min_1;
00280         $M = $topl2 - $bottoml2_min_1;
00281         $delta = $N - $M;
00282         $maxabsx = $N + $bottoml1;
00283         $maxabsy = $M + $bottoml2;
00284         $limit = min( $this->maxDifferences, ceil( ( $N + $M ) / 2 ) );
00285 
00286         // value_to_add_forward: a 0 or 1 that we add to the start
00287         // offset to make it odd/even
00288         if ( ( $M & 1 ) == 1 ) {
00289             $value_to_add_forward = 1;
00290         } else {
00291             $value_to_add_forward = 0;
00292         }
00293 
00294         if ( ( $N & 1 ) == 1 ) {
00295             $value_to_add_backward = 1;
00296         } else {
00297             $value_to_add_backward = 0;
00298         }
00299 
00300         $start_forward = -$M;
00301         $end_forward = $N;
00302         $start_backward = -$N;
00303         $end_backward = $M;
00304 
00305         $limit_min_1 = $limit - 1;
00306         $limit_plus_1 = $limit + 1;
00307 
00308         $V0[$limit_plus_1] = 0;
00309         $V1[$limit_min_1] = $N;
00310         $limit = min( $this->maxDifferences, ceil( ( $N + $M ) / 2 ) );
00311 
00312         if ( ( $delta & 1 ) == 1 ) {
00313             for ( $d = 0; $d <= $limit; ++$d ) {
00314                 $start_diag = max( $value_to_add_forward + $start_forward, -$d );
00315                 $end_diag = min( $end_forward, $d );
00316                 $value_to_add_forward = 1 - $value_to_add_forward;
00317 
00318                 // compute forward furthest reaching paths
00319                 for ( $k = $start_diag; $k <= $end_diag; $k += 2 ) {
00320                     if ( $k == -$d || ( $k < $d
00321                             && $V0[$limit_min_1 + $k] < $V0[$limit_plus_1 + $k] )
00322                     ) {
00323                         $x = $V0[$limit_plus_1 + $k];
00324                     } else {
00325                         $x = $V0[$limit_min_1 + $k] + 1;
00326                     }
00327 
00328                     $absx = $snake0 = $x + $bottoml1;
00329                     $absy = $snake1 = $x - $k + $bottoml2;
00330 
00331                     while ( $absx < $maxabsx && $absy < $maxabsy && $from[$absx] === $to[$absy] ) {
00332                         ++$absx;
00333                         ++$absy;
00334                     }
00335                     $x = $absx - $bottoml1;
00336 
00337                     $snake2 = $absx - $snake0;
00338                     $V0[$limit + $k] = $x;
00339                     if ( $k >= $delta - $d + 1 && $k <= $delta + $d - 1
00340                         && $x >= $V1[$limit + $k - $delta]
00341                     ) {
00342                         return 2 * $d - 1;
00343                     }
00344 
00345                     // check to see if we can cut down the diagonal range
00346                     if ( $x >= $N && $end_forward > $k - 1 ) {
00347                         $end_forward = $k - 1;
00348                     } elseif ( $absy - $bottoml2 >= $M ) {
00349                         $start_forward = $k + 1;
00350                         $value_to_add_forward = 0;
00351                     }
00352                 }
00353 
00354                 $start_diag = max( $value_to_add_backward + $start_backward, -$d );
00355                 $end_diag = min( $end_backward, $d );
00356                 $value_to_add_backward = 1 - $value_to_add_backward;
00357 
00358                 // compute backward furthest reaching paths
00359                 for ( $k = $start_diag; $k <= $end_diag; $k += 2 ) {
00360                     if ( $k == $d
00361                         || ( $k != -$d && $V1[$limit_min_1 + $k] < $V1[$limit_plus_1 + $k] )
00362                     ) {
00363                         $x = $V1[$limit_min_1 + $k];
00364                     } else {
00365                         $x = $V1[$limit_plus_1 + $k] - 1;
00366                     }
00367 
00368                     $y = $x - $k - $delta;
00369 
00370                     $snake2 = 0;
00371                     while ( $x > 0 && $y > 0
00372                         && $from[$x + $bottoml1_min_1] === $to[$y + $bottoml2_min_1]
00373                     ) {
00374                         --$x;
00375                         --$y;
00376                         ++$snake2;
00377                     }
00378                     $V1[$limit + $k] = $x;
00379 
00380                     // check to see if we can cut down our diagonal range
00381                     if ( $x <= 0 ) {
00382                         $start_backward = $k + 1;
00383                         $value_to_add_backward = 0;
00384                     } elseif ( $y <= 0 && $end_backward > $k - 1 ) {
00385                         $end_backward = $k - 1;
00386                     }
00387                 }
00388             }
00389         } else {
00390             for ( $d = 0; $d <= $limit; ++$d ) {
00391                 $start_diag = max( $value_to_add_forward + $start_forward, -$d );
00392                 $end_diag = min( $end_forward, $d );
00393                 $value_to_add_forward = 1 - $value_to_add_forward;
00394 
00395                 // compute forward furthest reaching paths
00396                 for ( $k = $start_diag; $k <= $end_diag; $k += 2 ) {
00397                     if ( $k == -$d
00398                         || ( $k < $d && $V0[$limit_min_1 + $k] < $V0[$limit_plus_1 + $k] )
00399                     ) {
00400                         $x = $V0[$limit_plus_1 + $k];
00401                     } else {
00402                         $x = $V0[$limit_min_1 + $k] + 1;
00403                     }
00404 
00405                     $absx = $snake0 = $x + $bottoml1;
00406                     $absy = $snake1 = $x - $k + $bottoml2;
00407 
00408                     while ( $absx < $maxabsx && $absy < $maxabsy && $from[$absx] === $to[$absy] ) {
00409                         ++$absx;
00410                         ++$absy;
00411                     }
00412                     $x = $absx - $bottoml1;
00413                     $snake2 = $absx - $snake0;
00414                     $V0[$limit + $k] = $x;
00415 
00416                     // check to see if we can cut down the diagonal range
00417                     if ( $x >= $N && $end_forward > $k - 1 ) {
00418                         $end_forward = $k - 1;
00419                     } elseif ( $absy - $bottoml2 >= $M ) {
00420                         $start_forward = $k + 1;
00421                         $value_to_add_forward = 0;
00422                     }
00423                 }
00424 
00425                 $start_diag = max( $value_to_add_backward + $start_backward, -$d );
00426                 $end_diag = min( $end_backward, $d );
00427                 $value_to_add_backward = 1 - $value_to_add_backward;
00428 
00429                 // compute backward furthest reaching paths
00430                 for ( $k = $start_diag; $k <= $end_diag; $k += 2 ) {
00431                     if ( $k == $d
00432                         || ( $k != -$d && $V1[$limit_min_1 + $k] < $V1[$limit_plus_1 + $k] )
00433                     ) {
00434                         $x = $V1[$limit_min_1 + $k];
00435                     } else {
00436                         $x = $V1[$limit_plus_1 + $k] - 1;
00437                     }
00438 
00439                     $y = $x - $k - $delta;
00440 
00441                     $snake2 = 0;
00442                     while ( $x > 0 && $y > 0
00443                         && $from[$x + $bottoml1_min_1] === $to[$y + $bottoml2_min_1]
00444                     ) {
00445                         --$x;
00446                         --$y;
00447                         ++$snake2;
00448                     }
00449                     $V1[$limit + $k] = $x;
00450 
00451                     if ( $k >= -$delta - $d && $k <= $d - $delta
00452                         && $x <= $V0[$limit + $k + $delta]
00453                     ) {
00454                         $snake0 = $bottoml1 + $x;
00455                         $snake1 = $bottoml2 + $y;
00456 
00457                         return 2 * $d;
00458                     }
00459 
00460                     // check to see if we can cut down our diagonal range
00461                     if ( $x <= 0 ) {
00462                         $start_backward = $k + 1;
00463                         $value_to_add_backward = 0;
00464                     } elseif ( $y <= 0 && $end_backward > $k - 1 ) {
00465                         $end_backward = $k - 1;
00466                     }
00467                 }
00468             }
00469         }
00470         /*
00471          * computing the true LCS is too expensive, instead find the diagonal
00472          * with the most progress and pretend a midle snake of length 0 occurs
00473          * there.
00474          */
00475 
00476         $most_progress = self::findMostProgress( $M, $N, $limit, $V );
00477 
00478         $snake0 = $bottoml1 + $most_progress[0];
00479         $snake1 = $bottoml2 + $most_progress[1];
00480         $snake2 = 0;
00481         wfDebug( "Computing the LCS is too expensive. Using a heuristic.\n" );
00482         $this->heuristicUsed = true;
00483 
00484         return 5; /*
00485         * HACK: since we didn't really finish the LCS computation
00486         * we don't really know the length of the SES. We don't do
00487         * anything with the result anyway, unless it's <=1. We know
00488         * for a fact SES > 1 so 5 is as good a number as any to
00489         * return here
00490         */
00491     }
00492 
00493     private static function findMostProgress( $M, $N, $limit, $V ) {
00494         $delta = $N - $M;
00495 
00496         if ( ( $M & 1 ) == ( $limit & 1 ) ) {
00497             $forward_start_diag = max( -$M, -$limit );
00498         } else {
00499             $forward_start_diag = max( 1 - $M, -$limit );
00500         }
00501 
00502         $forward_end_diag = min( $N, $limit );
00503 
00504         if ( ( $N & 1 ) == ( $limit & 1 ) ) {
00505             $backward_start_diag = max( -$N, -$limit );
00506         } else {
00507             $backward_start_diag = max( 1 - $N, -$limit );
00508         }
00509 
00510         $backward_end_diag = -min( $M, $limit );
00511 
00512         $temp = array( 0, 0, 0 );
00513 
00514         $max_progress = array_fill( 0, ceil( max( $forward_end_diag - $forward_start_diag,
00515                 $backward_end_diag - $backward_start_diag ) / 2 ), $temp );
00516         $num_progress = 0; // the 1st entry is current, it is initialized
00517         // with 0s
00518 
00519         // first search the forward diagonals
00520         for ( $k = $forward_start_diag; $k <= $forward_end_diag; $k += 2 ) {
00521             $x = $V[0][$limit + $k];
00522             $y = $x - $k;
00523             if ( $x > $N || $y > $M ) {
00524                 continue;
00525             }
00526 
00527             $progress = $x + $y;
00528             if ( $progress > $max_progress[0][2] ) {
00529                 $num_progress = 0;
00530                 $max_progress[0][0] = $x;
00531                 $max_progress[0][1] = $y;
00532                 $max_progress[0][2] = $progress;
00533             } elseif ( $progress == $max_progress[0][2] ) {
00534                 ++$num_progress;
00535                 $max_progress[$num_progress][0] = $x;
00536                 $max_progress[$num_progress][1] = $y;
00537                 $max_progress[$num_progress][2] = $progress;
00538             }
00539         }
00540 
00541         $max_progress_forward = true; // initially the maximum
00542         // progress is in the forward
00543         // direction
00544 
00545         // now search the backward diagonals
00546         for ( $k = $backward_start_diag; $k <= $backward_end_diag; $k += 2 ) {
00547             $x = $V[1][$limit + $k];
00548             $y = $x - $k - $delta;
00549             if ( $x < 0 || $y < 0 ) {
00550                 continue;
00551             }
00552 
00553             $progress = $N - $x + $M - $y;
00554             if ( $progress > $max_progress[0][2] ) {
00555                 $num_progress = 0;
00556                 $max_progress_forward = false;
00557                 $max_progress[0][0] = $x;
00558                 $max_progress[0][1] = $y;
00559                 $max_progress[0][2] = $progress;
00560             } elseif ( $progress == $max_progress[0][2] && !$max_progress_forward ) {
00561                 ++$num_progress;
00562                 $max_progress[$num_progress][0] = $x;
00563                 $max_progress[$num_progress][1] = $y;
00564                 $max_progress[$num_progress][2] = $progress;
00565             }
00566         }
00567 
00568         // return the middle diagonal with maximal progress.
00569         return $max_progress[(int)floor( $num_progress / 2 )];
00570     }
00571 
00575     public function getLcsLength() {
00576         if ( $this->heuristicUsed && !$this->lcsLengthCorrectedForHeuristic ) {
00577             $this->lcsLengthCorrectedForHeuristic = true;
00578             $this->length = $this->m - array_sum( $this->added );
00579         }
00580 
00581         return $this->length;
00582     }
00583 
00584 }
00585 
00592 class RangeDifference {
00593 
00595     public $leftstart;
00596 
00598     public $leftend;
00599 
00601     public $leftlength;
00602 
00604     public $rightstart;
00605 
00607     public $rightend;
00608 
00610     public $rightlength;
00611 
00612     function __construct( $leftstart, $leftend, $rightstart, $rightend ) {
00613         $this->leftstart = $leftstart;
00614         $this->leftend = $leftend;
00615         $this->leftlength = $leftend - $leftstart;
00616         $this->rightstart = $rightstart;
00617         $this->rightend = $rightend;
00618         $this->rightlength = $rightend - $rightstart;
00619     }
00620 
00621 }