/**
* Used to recompute both the index shards and the dictionary
* of an index archive. The first step involves re-extracting the
* word into an inverted index from the summaries' web_archives.
* Then a reindex is done.
*
* @param string $archive_path file path to a IndexArchiveBundle
*/
function rebuildIndexArchive($archive_path)
{
$archive_type = $this->getArchiveKind($archive_path);
if ($archive_type != "IndexArchiveBundle") {
$this->badFormatMessageAndExit($archive_path);
}
$info = $archive_type::getArchiveInfo($archive_path);
$tmp = unserialize($info["DESCRIPTION"]);
$video_sources = $tmp[self::VIDEO_SOURCES];
$generation_info = unserialize(file_get_contents("{$archive_path}/generation.txt"));
$num_generations = $generation_info['ACTIVE'] + 1;
$archive = new WebArchiveBundle($archive_path . "/summaries");
$seen = 0;
$generation = 0;
$keypad = "";
while ($generation < $num_generations) {
$partition = $archive->getPartition($generation, false);
$shard_name = $archive_path . "/posting_doc_shards/index{$generation}";
crawlLog("Processing partition {$generation}");
if (file_exists($shard_name)) {
crawlLog("..Unlinking old shard {$generation}");
@unlink($shard_name);
}
$shard = new IndexShard($shard_name, $generation, NUM_DOCS_PER_GENERATION, true);
$seen_partition = 0;
while ($seen_partition < $partition->count) {
$num_to_get = min($partition->count - $seen_partition, 8000);
$offset = $partition->iterator_pos;
$objects = $partition->nextObjects($num_to_get);
$cnt = 0;
foreach ($objects as $object) {
$cnt++;
$site = $object[1];
if (isset($site[self::TYPE]) && $site[self::TYPE] == "link") {
$is_link = true;
$doc_keys = $site[self::HTTP_CODE];
$site_url = $site[self::TITLE];
$host = UrlParser::getHost($site_url);
$link_parts = explode('|', $site[self::HASH]);
if (isset($link_parts[5])) {
$link_origin = $link_parts[5];
} else {
$link_origin = $site_url;
}
$meta_ids = PhraseParser::calculateLinkMetas($site_url, $host, $site[self::DESCRIPTION], $link_origin);
$link_to = "LINK TO:";
} else {
$is_link = false;
$site_url = str_replace('|', "%7C", $site[self::URL]);
$host = UrlParser::getHost($site_url);
$doc_keys = crawlHash($site_url, true) . $site[self::HASH] . "d" . substr(crawlHash($host . "/", true), 1);
$meta_ids = PhraseParser::calculateMetas($site, $video_sources);
$link_to = "";
}
$so_far_cnt = $seen_partition + $cnt;
$time_out_message = "..still processing {$so_far_cnt} " . "of {$partition->count} in partition {$generation}." . "\n..Last processed was: " . ($seen + 1) . ". {$link_to}{$site_url}. ";
crawlTimeoutLog($time_out_message);
$seen++;
$word_lists = array();
/*
self::JUST_METAS check to avoid getting sitemaps in
results for popular words
*/
$lang = NULL;
if (!isset($site[self::JUST_METAS])) {
$host_words = UrlParser::getWordsIfHostUrl($site_url);
$path_words = UrlParser::getWordsLastPathPartUrl($site_url);
if ($is_link) {
$phrase_string = $site[self::DESCRIPTION];
} else {
$phrase_string = $host_words . " " . $site[self::TITLE] . " " . $path_words . " " . $site[self::DESCRIPTION];
}
if (isset($site[self::LANG])) {
$lang = guessLocaleFromString(mb_substr($site[self::DESCRIPTION], 0, AD_HOC_TITLE_LENGTH), $site[self::LANG]);
}
$word_lists = PhraseParser::extractPhrasesInLists($phrase_string, $lang);
$len = strlen($phrase_string);
if (PhraseParser::computeSafeSearchScore($word_lists, $len) < 0.012) {
$meta_ids[] = "safe:true";
$safe = true;
} else {
$meta_ids[] = "safe:false";
$safe = false;
}
}
if (isset($site[self::USER_RANKS]) && count($site[self::USER_RANKS]) > 0) {
$score_keys = "";
foreach ($site[self::USER_RANKS] as $label => $score) {
$score_keys .= packInt($score);
}
if (strlen($score_keys) % 8 != 0) {
$score_keys .= $keypad;
}
$doc_keys .= $score_keys;
}
$shard->addDocumentWords($doc_keys, $offset, $word_lists, $meta_ids, PhraseParser::$materialized_metas, true, false);
$offset = $object[0];
}
$seen_partition += $num_to_get;
}
$shard->save(false, true);
$generation++;
}
$this->reindexIndexArchive($archive_path);
}
/**
* Implements post processing of recipes. recipes are extracted
* ingredients are scrubbed and recipes are clustered. The clustered
* recipes are added back to the index.
*
* @param string $index_name index name of the current crawl.
*/
function postProcessing($index_name)
{
global $INDEXING_PLUGINS;
if (!class_exists("SplHeap")) {
crawlLog("...Recipe Plugin Requires SPLHeap for clustering!");
crawlLog("...Aborting plugin");
return;
}
$locale_tag = guessLocale();
setLocaleObject($locale_tag);
$search_controller = new SearchController($INDEXING_PLUGINS);
$query = "recipe:all i:{$index_name}";
crawlLog("...Running Recipe Plugin!");
crawlLog("...Finding docs tagged as recipes.");
$more_docs = true;
$raw_recipes = array();
$limit = 0;
$num = 100;
while ($more_docs) {
$results = @$search_controller->queryRequest($query, $num, $limit, 1, $index_name);
if (isset($results["PAGES"]) && ($num_results = count($results["PAGES"])) > 0) {
$raw_recipes = array_merge($raw_recipes, $results["PAGES"]);
}
crawlLog("Scanning recipes {$limit} through " . ($limit + $num_results) . ".");
$limit += $num_results;
if (isset($results["SAVE_POINT"])) {
$end = true;
foreach ($results["SAVE_POINT"] as $save_point) {
if ($save_point != -1) {
$end = false;
}
}
if ($end) {
$more_docs = false;
}
} else {
$more_docs = false;
}
}
crawlLog("...Clustering.");
// only cluster if would make more than one cluster
if (count($raw_recipes) * CLUSTER_RATIO > 1) {
$recipes = array();
$i = 0;
foreach ($raw_recipes as $raw_recipe) {
$description = $raw_recipe[self::DESCRIPTION];
$ingredients = explode("||", $description);
if (is_array($ingredients) && count($ingredients) > 1) {
$recipes[$i][0] = $raw_recipe[self::TITLE];
$recipes[$i][1] = $ingredients;
$recipes[$i][2] = crawlHash($raw_recipe[self::URL]);
$recipes[$i][3] = $raw_recipe;
$i++;
}
}
$recipes_ingredients = array();
$count = count($recipes);
foreach ($recipes as $key => $recipe) {
foreach ($recipe[1] as $index => $ingredient) {
if (strlen($ingredient) != 0 && substr($ingredient, strlen($ingredient) - 1) != ":") {
$mainIngredient = $this->getIngredientName((string) $ingredient);
if (strlen($mainIngredient) != 0) {
$recipe[1][$index] = $mainIngredient;
} else {
unset($recipe[1][$index]);
}
} else {
unset($recipe[1][$index]);
}
}
$recipes[$key] = $recipe;
}
$count = count($recipes);
$k = 0;
$basic_ingredients = array('onion', 'oil', 'cheese', 'pepper', 'sauce', 'salt', 'milk', 'butter', 'flour', 'cake', 'garlic', 'cream', 'soda', 'honey', 'powder', 'sauce', 'water', 'vanilla', 'pepper', 'bread', 'sugar', 'vanillaextract', 'celery', 'seasoning', 'syrup', 'skewers', 'egg', 'muffin', 'ginger', 'basil', 'oregano', 'cinammon', 'cumin', 'mayonnaise', 'mayo', 'chillipowder', 'lemon', 'greens', 'yogurt', 'margarine', 'asparagus', 'halfhalf', 'pancakemix', 'coffee', 'cookies', 'lime', 'chillies', 'cilantro', 'rosemary', 'vanillaextract', 'vinegar', 'shallots', 'wine', 'cornmeal', 'nonstickspray');
for ($i = 0; $i < $count; $i++) {
$recipe1_main_ingredient = "";
$recipe1 = $recipes[$i][1];
$recipe_name = $recipes[$i][0];
$recipe1_title = strtolower($recipes[$i][0]);
$distinct_ingredients[$recipe_name] = $recipes[$i][1];
$doc_keys[$recipe_name] = $recipes[$i][2];
$recipes_summary[$recipe_name] = $recipes[$i][3];
for ($j = $i + 1; $j < $count; $j++) {
$recipe2_main_ingredient = "";
$recipe2 = $recipes[$j][1];
$recipe2_title = strtolower($recipes[$j][0]);
$weights[$k][0] = $recipes[$i][0];
$weights[$k][1] = $recipes[$j][0];
$merge_array = array_merge($recipe1, $recipe2);
$vector_array = array_unique($merge_array);
sort($vector_array);
$recipe1_vector = array_fill_keys($vector_array, 0);
$recipe2_vector = array_fill_keys($vector_array, 0);
foreach ($recipe1 as $ingredient) {
if ($ingredient != "" && !in_array($ingredient, $basic_ingredients)) {
if (strstr($recipe1_title, $ingredient)) {
$recipe1_main_ingredient = $ingredient;
}
}
$recipe1_vector[$ingredient] = 1;
}
foreach ($recipe2 as $ingredient) {
if ($ingredient != "" && !in_array($ingredient, $basic_ingredients)) {
if (strstr($recipe2_title, $ingredient)) {
$recipe2_main_ingredient = $ingredient;
}
}
$recipe2_vector[$ingredient] = 1;
}
$edge_weight = 0;
$matches = 1;
foreach ($vector_array as $vector) {
$diff = $recipe1_vector[$vector] - $recipe2_vector[$vector];
$vector_diff[$vector] = pow($diff, 2);
if (abs($diff) == 1) {
$matches += 1;
}
$edge_weight += $vector_diff[$vector];
}
$main_ingredient_match = 1;
if ($recipe1_main_ingredient != $recipe2_main_ingredient) {
$main_ingredient_match = 1000;
}
$edge_weight = sqrt($edge_weight) * $matches * $main_ingredient_match;
$weights[$k][2] = $edge_weight;
$k++;
}
}
crawlLog("...Making new shard with clustered recipes as docs.");
$clusters = kruskalClustering($weights, $count, $distinct_ingredients);
$index_shard = new IndexShard("cluster_shard");
$word_lists = array();
$recipe_sites = array();
foreach ($clusters as $cluster) {
$count = count($cluster);
for ($i = 0; $i < $count - 1; $i++) {
$meta_ids = array();
$summary = array();
$recipe = $cluster[$i];
$summary[self::URL] = $recipes_summary[$recipe][self::URL];
$summary[self::TITLE] = $recipes_summary[$recipe][self::TITLE];
$summary[self::DESCRIPTION] = $recipes_summary[$recipe][self::DESCRIPTION];
$summary[self::TIMESTAMP] = $recipes_summary[$recipe][self::TIMESTAMP];
$summary[self::ENCODING] = $recipes_summary[$recipe][self::ENCODING];
$summary[self::HASH] = $recipes_summary[$recipe][self::HASH];
$doc_keys[$recipe] = crawlHash($summary[self::URL], true);
$hash_rhost = "r" . substr(crawlHash(UrlParser::getHost($summary[self::URL]) . "/", true), 1);
$doc_keys[$recipe] .= $summary[self::HASH] . $hash_rhost;
$summary[self::TYPE] = $recipes_summary[$recipe][self::TYPE];
$summary[self::HTTP_CODE] = $recipes_summary[$recipe][self::HTTP_CODE];
$recipe_sites[] = $summary;
$meta_ids[] = "ingredient:" . trim($cluster["ingredient"]);
crawlLog("ingredient:" . $cluster["ingredient"]);
if (!$index_shard->addDocumentWords($doc_keys[$recipe], self::NEEDS_OFFSET_FLAG, $word_lists, $meta_ids, true, false)) {
crawlLog("Problem inserting recipe: " . $summary[self::TITLE]);
}
}
}
$shard_string = $index_shard->save(true);
$index_shard = IndexShard::load("cluster_shard", $shard_string);
unset($shard_string);
crawlLog("...Adding recipe shard to index archive bundle");
$dir = CRAWL_DIR . "/cache/" . self::index_data_base_name . $index_name;
$index_archive = new IndexArchiveBundle($dir, false);
if ($index_shard->word_docs_packed) {
$index_shard->unpackWordDocs();
}
$generation = $index_archive->initGenerationToAdd($index_shard);
if (isset($recipe_sites)) {
crawlLog("... Adding " . count($recipe_sites) . " recipe docs.");
$index_archive->addPages($generation, self::SUMMARY_OFFSET, $recipe_sites, 0);
}
$k = 0;
foreach ($recipe_sites as $site) {
$recipe = $site[self::TITLE];
$hash = crawlHash($site[self::URL], true) . $site[self::HASH] . "r" . substr(crawlHash(UrlParser::getHost($site[self::URL]) . "/", true), 1);
$summary_offsets[$hash] = $site[self::SUMMARY_OFFSET];
}
$index_shard->changeDocumentOffsets($summary_offsets);
$index_archive->addIndexData($index_shard);
$index_archive->saveAndAddCurrentShardDictionary();
$index_archive->dictionary->mergeAllTiers();
$this->db->setWorldPermissionsRecursive(CRAWL_DIR . '/cache/' . self::index_data_base_name . $index_name);
crawlLog("...Recipe plugin finished.");
}
}
/**
* Copies all feeds items newer than $age to a new shard, then deletes
* old index shard and database entries older than $age. Finally sets copied
* shard to be active. If this method is going to take max_execution_time/2
* it returns false, so an additional job can be schedules; otherwise
* it returns true
*
* @param int $age how many seconds old records should be deleted
* @return bool whether job executed to complete
*/
function rebuildFeedShard($age)
{
$time = time();
$feed_shard_name = WORK_DIRECTORY . "/feeds/index";
$prune_shard_name = WORK_DIRECTORY . "/feeds/prune_index";
$prune_shard = new IndexShard($prune_shard_name);
$too_old = $time - $age;
if (!$prune_shard) {
return false;
}
$pre_feeds = $this->getNewsSources();
if (!$pre_feeds) {
return false;
}
$feeds = array();
foreach ($pre_feeds as $pre_feed) {
if (!isset($pre_feed['NAME'])) {
continue;
}
$feeds[$pre_feed['NAME']] = $pre_feed;
}
$db = $this->db;
// we now rebuild the inverted index with the remaining items
$sql = "SELECT * FROM FEED_ITEM " . "WHERE PUBDATE >= ? " . "ORDER BY PUBDATE DESC";
$result = $db->execute($sql, array($too_old));
if ($result) {
$completed = true;
crawlLog("..still deleting. Making new index of non-pruned items.");
$i = 0;
while ($item = $db->fetchArray($result)) {
crawlTimeoutLog("..have added %s non-pruned items to index.", $i);
$i++;
if (!isset($item['SOURCE_NAME'])) {
continue;
}
$source_name = $item['SOURCE_NAME'];
if (isset($feeds[$source_name])) {
$lang = $feeds[$source_name]['LANGUAGE'];
} else {
$lang = "";
}
$phrase_string = $item["TITLE"] . " " . $item["DESCRIPTION"];
$word_lists = PhraseParser::extractPhrasesInLists($phrase_string, $lang);
$raw_guid = unbase64Hash($item["GUID"]);
$doc_keys = crawlHash($item["LINK"], true) . $raw_guid . "d" . substr(crawlHash(UrlParser::getHost($item["LINK"]) . "/", true), 1);
$meta_ids = $this->calculateMetas($lang, $item['PUBDATE'], $source_name, $item["GUID"]);
$prune_shard->addDocumentWords($doc_keys, $item['PUBDATE'], $word_lists, $meta_ids, PhraseParser::$materialized_metas, true, false);
}
}
$prune_shard->save();
@chmod($prune_shard_name, 0777);
@chmod($feed_shard_name, 0777);
@rename($prune_shard_name, $feed_shard_name);
@chmod($feed_shard_name, 0777);
$sql = "DELETE FROM FEED_ITEM WHERE PUBDATE < ?";
$db->execute($sql, array($too_old));
}
