"Search", "version" => "0.2.1", "author" => "Starbeamrainbowlabs", "description" => "Adds proper search functionality to Pepperminty Wiki using an inverted index to provide a full text search engine. If pages don't show up, then you might have hit a stop word. If not, try requesting the `invindex-rebuild` action to rebuild the inverted index from scratch.", "id" => "feature-search", "code" => function() { /** * @api {get} ?action=index&page={pageName} Get an index of words for a given page * @apiName SearchIndex * @apiGroup Search * @apiPermission Anonymous * * @apiParam {string} page The page to generate a word index page. */ /* * ██ ███ ██ ██████ ███████ ██ ██ * ██ ████ ██ ██ ██ ██ ██ ██ * ██ ██ ██ ██ ██ ██ █████ ███ * ██ ██ ██ ██ ██ ██ ██ ██ ██ * ██ ██ ████ ██████ ███████ ██ ██ */ add_action("index", function() { global $settings, $env; $breakable_chars = "\r\n\t .,\\/!\"£$%^&*[]()+`_~#"; header("content-type: text/plain"); $source = file_get_contents("$env->storage_prefix$env->page.md"); $index = search::index($source); var_dump($env->page); var_dump($source); var_dump($index); }); /** * @api {get} ?action=invindex-rebuild Rebuild the inverted search index from scratch * @apiDescription Causes the inverted search index to be completely rebuilt from scratch. Can take a while for large wikis! * @apiName SearchInvindexRebuild * @apiGroup Search * @apiPermission Anonymous */ /* * ██ ███ ██ ██ ██ ██ ███ ██ ██████ ███████ ██ ██ * ██ ████ ██ ██ ██ ██ ████ ██ ██ ██ ██ ██ ██ * ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ █████ ███ █████ * ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ * ██ ██ ████ ████ ██ ██ ████ ██████ ███████ ██ ██ * * ██████ ███████ ██████ ██ ██ ██ ██ ██████ * ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ * ██████ █████ ██████ ██ ██ ██ ██ ██ ██ * ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ * ██ ██ ███████ ██████ ██████ ██ ███████ ██████ */ add_action("invindex-rebuild", function() { search::rebuild_invindex(); }); /** * @api {get} ?action=search&query={text} Search the wiki for a given query string * @apiName Search * @apiGroup Search * @apiPermission Anonymous * * @apiParam {string} query The query string to search for. */ /* * ███████ ███████ █████ ██████ ██████ ██ ██ * ██ ██ ██ ██ ██ ██ ██ ██ ██ * ███████ █████ ███████ ██████ ██ ███████ * ██ ██ ██ ██ ██ ██ ██ ██ ██ * ███████ ███████ ██ ██ ██ ██ ██████ ██ ██ */ add_action("search", function() { global $settings, $env, $pageindex, $paths; // Create the inverted index if it doesn't exist. // todo In the future perhaps a CLI for this would be good? if(!file_exists($paths->searchindex)) search::rebuild_invindex(); if(!isset($_GET["query"])) exit(page_renderer::render("No Search Terms - Error - $settings->sitename", "

You didn't specify any search terms. Try typing some into the box above.

")); $search_start = microtime(true); $invindex = search::load_invindex($paths->searchindex); $results = search::query_invindex($_GET["query"], $invindex); $search_end = microtime(true) - $search_start; $title = $_GET["query"] . " - Search results - $settings->sitename"; $content = "
\n"; $content .= "

Search Results

"; /// Search Box /// $content .= "
\n"; $content .= " \n"; $content .= " \n"; $content .= "
"; $query = $_GET["query"]; if(isset($pageindex->$query)) { $content .= "

There's a page on $settings->sitename called $query.

"; } else { $content .= "

There isn't a page called $query on $settings->sitename, but you "; if((!$settings->anonedits && !$env->is_logged_in) || !$settings->editing) { $content .= "do not have permission to create it."; if(!$env->is_logged_in) { $content .= " You could try logging in."; } } else { $content .= "can create it.

"; } } $i = 0; // todo use $_GET["offset"] and $_GET["result-count"] or something foreach($results as $result) { $link = "?page=" . rawurlencode($result["pagename"]); $pagesource = file_get_contents($env->storage_prefix . $result["pagename"] . ".md"); $context = search::extract_context($_GET["query"], $pagesource); $context = search::highlight_context($_GET["query"], $context); /*if(strlen($context) == 0) { $context = search::strip_markup(file_get_contents("$env->page.md", null, null, null, $settings->search_characters_context * 2)); if($pageindex->{$env->page}->size > $settings->search_characters_context * 2) $context .= "..."; }*/ // We add 1 to $i here to convert it from an index to a result // number as people expect it to start from 1 $content .= "
\n"; $content .= "

" . $result["pagename"] . "

\n"; $content .= "

$context

\n"; $content .= "
\n"; $i++; } $content .= "
\n"; exit(page_renderer::render($title, $content)); //header("content-type: text/plain"); //var_dump($results); }); } ]); class search { // Words that we should exclude from the inverted index. public static $stop_words = [ "a", "about", "above", "above", "across", "after", "afterwards", "again", "against", "all", "almost", "alone", "along", "already", "also", "although", "always", "am", "among", "amongst", "amoungst", "amount", "an", "and", "another", "any", "anyhow", "anyone", "anything", "anyway", "anywhere", "are", "around", "as", "at", "back", "be", "became", "because", "become", "becomes", "becoming", "been", "before", "beforehand", "behind", "being", "below", "beside", "besides", "between", "beyond", "bill", "both", "bottom", "but", "by", "call", "can", "cannot", "cant", "co", "con", "could", "couldnt", "cry", "de", "describe", "detail", "do", "done", "down", "due", "during", "each", "eg", "eight", "either", "eleven", "else", "elsewhere", "empty", "enough", "etc", "even", "ever", "every", "everyone", "everything", "everywhere", "except", "few", "fifteen", "fify", "fill", "find", "fire", "first", "five", "for", "former", "formerly", "forty", "found", "four", "from", "front", "full", "further", "get", "give", "go", "had", "has", "hasnt", "have", "he", "hence", "her", "here", "hereafter", "hereby", "herein", "hereupon", "hers", "herself", "him", "himself", "his", "how", "however", "hundred", "ie", "if", "in", "inc", "indeed", "interest", "into", "is", "it", "its", "itself", "keep", "last", "latter", "latterly", "least", "less", "ltd", "made", "many", "may", "me", "meanwhile", "might", "mine", "more", "moreover", "most", "mostly", "move", "much", "must", "my", "myself", "name", "namely", "neither", "never", "nevertheless", "next", "nine", "no", "none", "nor", "not", "nothing", "now", "nowhere", "of", "off", "often", "on", "once", "one", "only", "onto", "or", "other", "others", "otherwise", "our", "ours", "ourselves", "out", "over", "own", "part", "per", "perhaps", "please", "put", "rather", "re", "same", "see", "seem", "seemed", "seeming", "seems", "serious", "several", "she", "should", "show", "side", "since", "sincere", "six", "sixty", "so", "some", "somehow", "someone", "something", "sometime", "sometimes", "somewhere", "still", "such", "system", "take", "ten", "than", "that", "the", "their", "them", "themselves", "then", "thence", "there", "thereafter", "thereby", "therefore", "therein", "thereupon", "these", "they", "thickv", "thin", "third", "this", "those", "though", "three", "through", "throughout", "thru", "thus", "to", "together", "too", "top", "toward", "towards", "twelve", "twenty", "two", "un", "under", "until", "up", "upon", "us", "very", "via", "was", "we", "well", "were", "what", "whatever", "when", "whence", "whenever", "where", "whereafter", "whereas", "whereby", "wherein", "whereupon", "wherever", "whether", "which", "while", "whither", "who", "whoever", "whole", "whom", "whose", "why", "will", "with", "within", "without", "would", "yet", "you", "your", "yours", "yourself", "yourselves" ]; public static function index($source) { $source = html_entity_decode($source, ENT_QUOTES); $source_length = strlen($source); $index = []; $terms = self::tokenize($source); $i = 0; foreach($terms as $term) { $nterm = $term; // Skip over stop words (see https://en.wikipedia.org/wiki/Stop_words) if(in_array($nterm, self::$stop_words)) continue; if(!isset($index[$nterm])) { $index[$nterm] = [ "freq" => 0, "offsets" => [] ]; } $index[$nterm]["freq"]++; $index[$nterm]["offsets"][] = $i; $i++; } return $index; } public static function tokenize($source) { $source = strtolower($source); return preg_split("/((^\p{P}+)|(\p{P}*\s+\p{P}*)|(\p{P}+$))|\|/", $source, -1, PREG_SPLIT_NO_EMPTY); } public static function strip_markup($source) { return str_replace([ "[", "]", "\"", "*", "_", " - ", "`" ], "", $source); } public static function rebuild_invindex() { global $pageindex, $env, $paths; $invindex = []; foreach($pageindex as $pagename => $pagedetails) { $pagesource = file_get_contents("$env->storage_prefix$pagename.md"); $index = self::index($pagesource); self::merge_into_invindex($invindex, ids::getid($pagename), $index); } self::save_invindex($paths->searchindex, $invindex); } /* * @summary Sorts an index alphabetically. Will also sort an inverted index. * This allows us to do a binary search instead of a regular * sequential search. */ public static function sort_index(&$index) { ksort($index, SORT_NATURAL); } /* * @summary Compares two *regular* indexes to find the differences between them. * * @param {array} $indexa - The old index. * @param {array} $indexb - The new index. * @param {array} $changed - An array to be filled with the nterms of all * the changed entries. * @param {array} $removed - An array to be filled with the nterms of all * the removed entries. */ public static function compare_indexes($oldindex, $newindex, &$changed, &$removed) { foreach($oldindex as $nterm => $entry) { if(!isset($newindex[$nterm])) $removed[] = $nterm; } foreach($newindex as $nterm => $entry) { if(!isset($oldindex[$nterm]) or // If this world is new $newindex[$nterm] !== $oldindex[$nterm]) // If this word has changed $changed[$nterm] = $newindex[$nterm]; } } /* * @summary Reads in and parses an inverted index. */ // Todo remove this function and make everything streamable public static function load_invindex($invindex_filename) { $invindex = json_decode(file_get_contents($invindex_filename), true); return $invindex; } /* * @summary Merge an index into an inverted index. */ public static function merge_into_invindex(&$invindex, $pageid, &$index, &$removals = []) { // Remove all the subentries that were removed since last time foreach($removals as $nterm) { unset($invindex[$nterm][$pageid]); } // Merge all the new / changed index entries into the inverted index foreach($index as $nterm => $newentry) { // If the nterm isn't in the inverted index, then create a space for it if(!isset($invindex[$nterm])) $invindex[$nterm] = []; $invindex[$nterm][$pageid] = $newentry; // Sort the page entries for this word by frequency uasort($invindex[$nterm], function($a, $b) { if($a["freq"] == $b["freq"]) return 0; return ($a["freq"] < $b["freq"]) ? +1 : -1; }); } // Sort the inverted index by rank uasort($invindex, function($a, $b) { $ac = count($a); $bc = count($b); if($ac == $bc) return 0; return ($ac < $bc) ? +1 : -1; }); } /** * Deletes the given pageid from the given pageindex. * @param inverted_index &$invindex The inverted index. * @param number $pageid The pageid to remove. */ public static function delete_entry(&$invindex, $pageid) { $str_pageid = (string)$pageid; foreach($invindex as $nterm => &$entry) { if(isset($entry[$pageid])) unset($entry[$pageid]); if(isset($entry[$str_pageid])) unset($entry[$str_pageid]); if(count($entry) === 0) unset($invindex[$nterm]); } } public static function save_invindex($filename, &$invindex) { file_put_contents($filename, json_encode($invindex)); } public static function query_invindex($query, &$invindex) { global $settings, $pageindex; $query_terms = self::tokenize($query); $matching_pages = []; // Loop over each term in the query and find the matching page entries $count = count($query_terms); for($i = 0; $i < $count; $i++) { $qterm = $query_terms[$i]; // Only search the inverted index if it actually exists there if(isset($invindex[$qterm])) { // Loop over each page in the inverted index entry foreach($invindex[$qterm] as $pageid => $page_entry) { // Create an entry in the matching pages array if it doesn't exist if(!isset($matching_pages[$pageid])) $matching_pages[$pageid] = [ "nterms" => [] ]; $matching_pages[$pageid]["nterms"][$qterm] = $page_entry; } } // Loop over the pageindex and search the titles / tags foreach ($pageindex as $pagename => $pagedata) { // Get the current page's id $pageid = ids::getid($pagename); // Consider matches in the page title if(stripos($pagename, $qterm) !== false) { // We found the qterm in the title if(!isset($matching_pages[$pageid])) $matching_pages[$pageid] = [ "nterms" => [] ]; // Set up a counter for page title matches if it doesn't exist already if(!isset($matching_pages[$pageid]["title-matches"])) $matching_pages[$pageid]["title-matches"] = 0; $matching_pages[$pageid]["title-matches"] += count(mb_stripos_all($pagename, $qterm)); } // Consider matches in the page's tags if(isset($pagedata->tags) and // If this page has tags stripos(implode(" ", $pagedata->tags), $qterm) !== false) // And we found the qterm in the tags { if(!isset($matching_pages[$pageid])) $matching_pages[$pageid] = [ "nterms" => [] ]; // Set up a counter for tag match if there isn't one already if(!isset($matching_pages[$pageid]["tag-matches"])) $matching_pages[$pageid]["tag-matches"] = 0; $matching_pages[$pageid]["tag-matches"] += count(mb_stripos_all(implode(" ", $pagedata->tags), $qterm)); } } } foreach($matching_pages as $pageid => &$pagedata) { $pagedata["pagename"] = ids::getpagename($pageid); $pagedata["rank"] = 0; foreach($pagedata["nterms"] as $pterm => $entry) { $pagedata["rank"] += $entry["freq"]; // todo rank by context here } // Consider matches in the title / tags if(isset($pagedata["title-matches"])) $pagedata["rank"] += $pagedata["title-matches"] * $settings->search_title_matches_weighting; if(isset($pagedata["tag-matches"])) $pagedata["rank"] += $pagedata["tag-matches"] * $settings->search_tags_matches_weighting; // todo remove items if the rank is below a threshold } // todo sort by rank here uasort($matching_pages, function($a, $b) { if($a["rank"] == $b["rank"]) return 0; return ($a["rank"] < $b["rank"]) ? +1 : -1; }); return $matching_pages; } public static function extract_context($query, $source) { global $settings; $nterms = self::tokenize($query); $matches = []; // Loop over each nterm and find it in the source foreach($nterms as $nterm) { $all_offsets = mb_stripos_all($source, $nterm); // Skip over adding matches if there aren't any if($all_offsets === false) continue; foreach($all_offsets as $offset) { $matches[] = [ $nterm, $offset ]; } } usort($matches, function($a, $b) { if($a[1] == $b[1]) return 0; return ($a[1] < $b[1]) ? +1 : -1; }); $contexts = []; $basepos = 0; $matches_count = count($matches); while($basepos < $matches_count) { // Store the next match along - all others will be relative to that // one $group = [$matches[$basepos]]; // Start scanning at the next one along - we always store the first match $scanpos = $basepos + 1; $distance = 0; while(true) { // Break out if we reach the end if($scanpos >= $matches_count) break; // Find the distance between the current one and the last one $distance = $matches[$scanpos][1] - $matches[$scanpos - 1][1]; // Store it if the distance is below the threshold if($distance < $settings->search_characters_context) $group[] = $matches[$scanpos]; else break; $scanpos++; } $context_start = $group[0][1] - $settings->search_characters_context; $context_end = $group[count($group) - 1][1] + $settings->search_characters_context; $context = substr($source, $context_start, $context_end - $context_start); // Strip the markdown from the context - it's most likely going to // be broken anyway. $context = self::strip_markup($context); $contexts[] = $context; $basepos = $scanpos + 1; } return implode(" ... ", $contexts); } public static function highlight_context($query, $context) { $qterms = self::tokenize($query); foreach($qterms as $qterm) { // From http://stackoverflow.com/a/2483859/1460422 $context = preg_replace("/" . str_replace("/", "\/", preg_quote($qterm)) . "/i", "$0", $context); } return $context; } } ?>