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Edit File: class-wp-token-map.php
<?php /** * Class for efficiently looking up and mapping string keys to string values, with limits. * * @package WordPress * @since 6.6.0 */ /** * WP_Token_Map class. * * Use this class in specific circumstances with a static set of lookup keys which map to * a static set of transformed values. For example, this class is used to map HTML named * character references to their equivalent UTF-8 values. * * This class works differently than code calling `in_array()` and other methods. It * internalizes lookup logic and provides helper interfaces to optimize lookup and * transformation. It provides a method for precomputing the lookup tables and storing * them as PHP source code. * * All tokens and substitutions must be shorter than 256 bytes. * * Example: * * $smilies = WP_Token_Map::from_array( array( * '8O' => 'π―', * ':(' => 'π', * ':)' => 'π', * ':?' => 'π', * ) ); * * true === $smilies->contains( ':)' ); * false === $smilies->contains( 'simile' ); * * 'π' === $smilies->read_token( 'Not sure :?.', 9, $length_of_smily_syntax ); * 2 === $length_of_smily_syntax; * * ## Precomputing the Token Map. * * Creating the class involves some work sorting and organizing the tokens and their * replacement values. In order to skip this, it's possible for the class to export * its state and be used as actual PHP source code. * * Example: * * // Export with four spaces as the indent, only for the sake of this docblock. * // The default indent is a tab character. * $indent = ' '; * echo $smilies->precomputed_php_source_table( $indent ); * * // Output, to be pasted into a PHP source file: * WP_Token_Map::from_precomputed_table( * array( * "storage_version" => "6.6.0", * "key_length" => 2, * "groups" => "", * "long_words" => array(), * "small_words" => "8O\x00:)\x00:(\x00:?\x00", * "small_mappings" => array( "π―", "π", "π", "π" ) * ) * ); * * ## Large vs. small words. * * This class uses a short prefix called the "key" to optimize lookup of its tokens. * This means that some tokens may be shorter than or equal in length to that key. * Those words that are longer than the key are called "large" while those shorter * than or equal to the key length are called "small." * * This separation of large and small words is incidental to the way this class * optimizes lookup, and should be considered an internal implementation detail * of the class. It may still be important to be aware of it, however. * * ## Determining Key Length. * * The choice of the size of the key length should be based on the data being stored in * the token map. It should divide the data as evenly as possible, but should not create * so many groups that a large fraction of the groups only contain a single token. * * For the HTML5 named character references, a key length of 2 was found to provide a * sufficient spread and should be a good default for relatively large sets of tokens. * * However, for some data sets this might be too long. For example, a list of smilies * may be too small for a key length of 2. Perhaps 1 would be more appropriate. It's * best to experiment and determine empirically which values are appropriate. * * ## Generate Pre-Computed Source Code. * * Since the `WP_Token_Map` is designed for relatively static lookups, it can be * advantageous to precompute the values and instantiate a table that has already * sorted and grouped the tokens and built the lookup strings. * * This can be done with `WP_Token_Map::precomputed_php_source_table()`. * * Note that if there is a leading character that all tokens need, such as `&` for * HTML named character references, it can be beneficial to exclude this from the * token map. Instead, find occurrences of the leading character and then use the * token map to see if the following characters complete the token. * * Example: * * $map = WP_Token_Map::from_array( array( 'simple_smile:' => 'π', 'sob:' => 'π', 'soba:' => 'π' ) ); * echo $map->precomputed_php_source_table(); * // Output * WP_Token_Map::from_precomputed_table( * array( * "storage_version" => "6.6.0", * "key_length" => 2, * "groups" => "si\x00so\x00", * "long_words" => array( * // simple_smile:[π]. * "\x0bmple_smile:\x04π", * // soba:[π] sob:[π]. * "\x03ba:\x04π\x02b:\x04π", * ), * "short_words" => "", * "short_mappings" => array() * } * ); * * This precomputed value can be stored directly in source code and will skip the * startup cost of generating the lookup strings. See `$html5_named_character_entities`. * * Note that any updates to the precomputed format should update the storage version * constant. It would also be best to provide an update function to take older known * versions and upgrade them in place when loading into `from_precomputed_table()`. * * ## Future Direction. * * It may be viable to dynamically increase the length limits such that there's no need to impose them. * The limit appears because of the packing structure, which indicates how many bytes each segment of * text in the lookup tables spans. If, however, care were taken to track the longest word length, then * the packing structure could change its representation to allow for that. Each additional byte storing * length, however, increases the memory overhead and lookup runtime. * * An alternative approach could be to borrow the UTF-8 variable-length encoding and store lengths of less * than 127 as a single byte with the high bit unset, storing longer lengths as the combination of * continuation bytes. * * Since it has not been shown during the development of this class that longer strings are required, this * update is deferred until such a need is clear. * * @since 6.6.0 */ class WP_Token_Map { /** * Denotes the version of the code which produces pre-computed source tables. * * This version will be used not only to verify pre-computed data, but also * to upgrade pre-computed data from older versions. Choosing a name that * corresponds to the WordPress release will help people identify where an * old copy of data came from. */ const STORAGE_VERSION = '6.6.0-trunk'; /** * Maximum length for each key and each transformed value in the table (in bytes). * * @since 6.6.0 */ const MAX_LENGTH = 256; /** * How many bytes of each key are used to form a group key for lookup. * This also determines whether a word is considered short or long. * * @since 6.6.0 * * @var int */ private $key_length = 2; /** * Stores an optimized form of the word set, where words are grouped * by a prefix of the `$key_length` and then collapsed into a string. * * In each group, the keys and lookups form a packed data structure. * The keys in the string are stripped of their "group key," which is * the prefix of length `$this->key_length` shared by all of the items * in the group. Each word in the string is prefixed by a single byte * whose raw unsigned integer value represents how many bytes follow. * * ββββββββββββββββββ¬ββββββββββββββββ¬ββββββββββββββββββ¬βββββββββ * β Length of rest β Rest of key β Length of value β Value β * β of key (bytes) β β (bytes) β β * ββββββββββββββββββΌββββββββββββββββΌββββββββββββββββββΌβββββββββ€ * β 0x08 β nterDot; β 0x02 β Β· β * ββββββββββββββββββ΄ββββββββββββββββ΄ββββββββββββββββββ΄βββββββββ * * In this example, the key `CenterDot;` has a group key `Ce`, leaving * eight bytes for the rest of the key, `nterDot;`, and two bytes for * the transformed value `Β·` (or U+B7 or "\xC2\xB7"). * * Example: * * // Stores array( 'CenterDot;' => 'Β·', 'Cedilla;' => 'ΒΈ' ). * $groups = "Ce\x00"; * $large_words = array( "\x08nterDot;\x02Β·\x06dilla;\x02ΒΈ" ) * * The prefixes appear in the `$groups` string, each followed by a null * byte. This makes for quick lookup of where in the group string the key * is found, and then a simple division converts that offset into the index * in the `$large_words` array where the group string is to be found. * * This lookup data structure is designed to optimize cache locality and * minimize indirect memory reads when matching strings in the set. * * @since 6.6.0 * * @var array */ private $large_words = array(); /** * Stores the group keys for sequential string lookup. * * The offset into this string where the group key appears corresponds with the index * into the group array where the rest of the group string appears. This is an optimization * to improve cache locality while searching and minimize indirect memory accesses. * * @since 6.6.0 * * @var string */ private $groups = ''; /** * Stores an optimized row of small words, where every entry is * `$this->key_size + 1` bytes long and zero-extended. * * This packing allows for direct lookup of a short word followed * by the null byte, if extended to `$this->key_size + 1`. * * Example: * * // Stores array( 'GT', 'LT', 'gt', 'lt' ). * "GT\x00LT\x00gt\x00lt\x00" * * @since 6.6.0 * * @var string */ private $small_words = ''; /** * Replacements for the small words, in the same order they appear. * * With the position of a small word it's possible to index the translation * directly, as its position in the `$small_words` string corresponds to * the index of the replacement in the `$small_mapping` array. * * Example: * * array( '>', '<', '>', '<' ) * * @since 6.6.0 * * @var string[] */ private $small_mappings = array(); /** * Create a token map using an associative array of key/value pairs as the input. * * Example: * * $smilies = WP_Token_Map::from_array( array( * '8O' => 'π―', * ':(' => 'π', * ':)' => 'π', * ':?' => 'π', * ) ); * * @since 6.6.0 * * @param array $mappings The keys transform into the values, both are strings. * @param int $key_length Determines the group key length. Leave at the default value * of 2 unless there's an empirical reason to change it. * * @return WP_Token_Map|null Token map, unless unable to create it. */ public static function from_array( array $mappings, int $key_length = 2 ): ?WP_Token_Map { $map = new WP_Token_Map(); $map->key_length = $key_length; // Start by grouping words. $groups = array(); $shorts = array(); foreach ( $mappings as $word => $mapping ) { if ( self::MAX_LENGTH <= strlen( $word ) || self::MAX_LENGTH <= strlen( $mapping ) ) { _doing_it_wrong( __METHOD__, sprintf( /* translators: 1: maximum byte length (a count) */ __( 'Token Map tokens and substitutions must all be shorter than %1$d bytes.' ), self::MAX_LENGTH ), '6.6.0' ); return null; } $length = strlen( $word ); if ( $key_length >= $length ) { $shorts[] = $word; } else { $group = substr( $word, 0, $key_length ); if ( ! isset( $groups[ $group ] ) ) { $groups[ $group ] = array(); } $groups[ $group ][] = array( substr( $word, $key_length ), $mapping ); } } /* * Sort the words to ensure that no smaller substring of a match masks the full match. * For example, `Cap` should not match before `CapitalDifferentialD`. */ usort( $shorts, 'WP_Token_Map::longest_first_then_alphabetical' ); foreach ( $groups as $group_key => $group ) { usort( $groups[ $group_key ], static function ( array $a, array $b ): int { return self::longest_first_then_alphabetical( $a[0], $b[0] ); } ); } // Finally construct the optimized lookups. foreach ( $shorts as $word ) { $map->small_words .= str_pad( $word, $key_length + 1, "\x00", STR_PAD_RIGHT ); $map->small_mappings[] = $mappings[ $word ]; } $group_keys = array_keys( $groups ); sort( $group_keys ); foreach ( $group_keys as $group ) { $map->groups .= "{$group}\x00"; $group_string = ''; foreach ( $groups[ $group ] as $group_word ) { list( $word, $mapping ) = $group_word; $word_length = pack( 'C', strlen( $word ) ); $mapping_length = pack( 'C', strlen( $mapping ) ); $group_string .= "{$word_length}{$word}{$mapping_length}{$mapping}"; } $map->large_words[] = $group_string; } return $map; } /** * Creates a token map from a pre-computed table. * This skips the initialization cost of generating the table. * * This function should only be used to load data created with * WP_Token_Map::precomputed_php_source_tag(). * * @since 6.6.0 * * @param array $state { * Stores pre-computed state for directly loading into a Token Map. * * @type string $storage_version Which version of the code produced this state. * @type int $key_length Group key length. * @type string $groups Group lookup index. * @type array $large_words Large word groups and packed strings. * @type string $small_words Small words packed string. * @type array $small_mappings Small word mappings. * } * * @return WP_Token_Map Map with precomputed data loaded. */ public static function from_precomputed_table( $state ): ?WP_Token_Map { $has_necessary_state = isset( $state['storage_version'], $state['key_length'], $state['groups'], $state['large_words'], $state['small_words'], $state['small_mappings'] ); if ( ! $has_necessary_state ) { _doing_it_wrong( __METHOD__, __( 'Missing required inputs to pre-computed WP_Token_Map.' ), '6.6.0' ); return null; } if ( self::STORAGE_VERSION !== $state['storage_version'] ) { _doing_it_wrong( __METHOD__, /* translators: 1: version string, 2: version string. */ sprintf( __( 'Loaded version \'%1$s\' incompatible with expected version \'%2$s\'.' ), $state['storage_version'], self::STORAGE_VERSION ), '6.6.0' ); return null; } $map = new WP_Token_Map(); $map->key_length = $state['key_length']; $map->groups = $state['groups']; $map->large_words = $state['large_words']; $map->small_words = $state['small_words']; $map->small_mappings = $state['small_mappings']; return $map; } /** * Indicates if a given word is a lookup key in the map. * * Example: * * true === $smilies->contains( ':)' ); * false === $smilies->contains( 'simile' ); * * @since 6.6.0 * * @param string $word Determine if this word is a lookup key in the map. * @param string $case_sensitivity Optional. Pass 'ascii-case-insensitive' to ignore ASCII case when matching. Default 'case-sensitive'. * @return bool Whether there's an entry for the given word in the map. */ public function contains( string $word, string $case_sensitivity = 'case-sensitive' ): bool { $ignore_case = 'ascii-case-insensitive' === $case_sensitivity; if ( $this->key_length >= strlen( $word ) ) { if ( 0 === strlen( $this->small_words ) ) { return false; } $term = str_pad( $word, $this->key_length + 1, "\x00", STR_PAD_RIGHT ); $word_at = $ignore_case ? stripos( $this->small_words, $term ) : strpos( $this->small_words, $term ); if ( false === $word_at ) { return false; } return true; } $group_key = substr( $word, 0, $this->key_length ); $group_at = $ignore_case ? stripos( $this->groups, $group_key ) : strpos( $this->groups, $group_key ); if ( false === $group_at ) { return false; } $group = $this->large_words[ $group_at / ( $this->key_length + 1 ) ]; $group_length = strlen( $group ); $slug = substr( $word, $this->key_length ); $length = strlen( $slug ); $at = 0; while ( $at < $group_length ) { $token_length = unpack( 'C', $group[ $at++ ] )[1]; $token_at = $at; $at += $token_length; $mapping_length = unpack( 'C', $group[ $at++ ] )[1]; $mapping_at = $at; if ( $token_length === $length && 0 === substr_compare( $group, $slug, $token_at, $token_length, $ignore_case ) ) { return true; } $at = $mapping_at + $mapping_length; } return false; } /** * If the text starting at a given offset is a lookup key in the map, * return the corresponding transformation from the map, else `false`. * * This function returns the translated string, but accepts an optional * parameter `$matched_token_byte_length`, which communicates how many * bytes long the lookup key was, if it found one. This can be used to * advance a cursor in calling code if a lookup key was found. * * Example: * * false === $smilies->read_token( 'Not sure :?.', 0, $token_byte_length ); * 'π' === $smilies->read_token( 'Not sure :?.', 9, $token_byte_length ); * 2 === $token_byte_length; * * Example: * * while ( $at < strlen( $input ) ) { * $next_at = strpos( $input, ':', $at ); * if ( false === $next_at ) { * break; * } * * $smily = $smilies->read_token( $input, $next_at, $token_byte_length ); * if ( false === $next_at ) { * ++$at; * continue; * } * * $prefix = substr( $input, $at, $next_at - $at ); * $at += $token_byte_length; * $output .= "{$prefix}{$smily}"; * } * * @since 6.6.0 * * @param string $text String in which to search for a lookup key. * @param int $offset Optional. How many bytes into the string where the lookup key ought to start. Default 0. * @param int|null &$matched_token_byte_length Optional. Holds byte-length of found token matched, otherwise not set. Default null. * @param string $case_sensitivity Optional. Pass 'ascii-case-insensitive' to ignore ASCII case when matching. Default 'case-sensitive'. * * @return string|null Mapped value of lookup key if found, otherwise `null`. */ public function read_token( string $text, int $offset = 0, &$matched_token_byte_length = null, $case_sensitivity = 'case-sensitive' ): ?string { $ignore_case = 'ascii-case-insensitive' === $case_sensitivity; $text_length = strlen( $text ); // Search for a long word first, if the text is long enough, and if that fails, a short one. if ( $text_length > $this->key_length ) { $group_key = substr( $text, $offset, $this->key_length ); $group_at = $ignore_case ? stripos( $this->groups, $group_key ) : strpos( $this->groups, $group_key ); if ( false === $group_at ) { // Perhaps a short word then. return strlen( $this->small_words ) > 0 ? $this->read_small_token( $text, $offset, $matched_token_byte_length, $case_sensitivity ) : null; } $group = $this->large_words[ $group_at / ( $this->key_length + 1 ) ]; $group_length = strlen( $group ); $at = 0; while ( $at < $group_length ) { $token_length = unpack( 'C', $group[ $at++ ] )[1]; $token = substr( $group, $at, $token_length ); $at += $token_length; $mapping_length = unpack( 'C', $group[ $at++ ] )[1]; $mapping_at = $at; if ( 0 === substr_compare( $text, $token, $offset + $this->key_length, $token_length, $ignore_case ) ) { $matched_token_byte_length = $this->key_length + $token_length; return substr( $group, $mapping_at, $mapping_length ); } $at = $mapping_at + $mapping_length; } } // Perhaps a short word then. return strlen( $this->small_words ) > 0 ? $this->read_small_token( $text, $offset, $matched_token_byte_length, $case_sensitivity ) : null; } /** * Finds a match for a short word at the index. * * @since 6.6.0 * * @param string $text String in which to search for a lookup key. * @param int $offset Optional. How many bytes into the string where the lookup key ought to start. Default 0. * @param int|null &$matched_token_byte_length Optional. Holds byte-length of found lookup key if matched, otherwise not set. Default null. * @param string $case_sensitivity Optional. Pass 'ascii-case-insensitive' to ignore ASCII case when matching. Default 'case-sensitive'. * * @return string|null Mapped value of lookup key if found, otherwise `null`. */ private function read_small_token( string $text, int $offset = 0, &$matched_token_byte_length = null, $case_sensitivity = 'case-sensitive' ): ?string { $ignore_case = 'ascii-case-insensitive' === $case_sensitivity; $small_length = strlen( $this->small_words ); $search_text = substr( $text, $offset, $this->key_length ); if ( $ignore_case ) { $search_text = strtoupper( $search_text ); } $starting_char = $search_text[0]; $at = 0; while ( $at < $small_length ) { if ( $starting_char !== $this->small_words[ $at ] && ( ! $ignore_case || strtoupper( $this->small_words[ $at ] ) !== $starting_char ) ) { $at += $this->key_length + 1; continue; } for ( $adjust = 1; $adjust < $this->key_length; $adjust++ ) { if ( "\x00" === $this->small_words[ $at + $adjust ] ) { $matched_token_byte_length = $adjust; return $this->small_mappings[ $at / ( $this->key_length + 1 ) ]; } if ( $search_text[ $adjust ] !== $this->small_words[ $at + $adjust ] && ( ! $ignore_case || strtoupper( $this->small_words[ $at + $adjust ] !== $search_text[ $adjust ] ) ) ) { $at += $this->key_length + 1; continue 2; } } $matched_token_byte_length = $adjust; return $this->small_mappings[ $at / ( $this->key_length + 1 ) ]; } return null; } /** * Exports the token map into an associate array of key/value pairs. * * Example: * * $smilies->to_array() === array( * '8O' => 'π―', * ':(' => 'π', * ':)' => 'π', * ':?' => 'π', * ); * * @return array The lookup key/substitution values as an associate array. */ public function to_array(): array { $tokens = array(); $at = 0; $small_mapping = 0; $small_length = strlen( $this->small_words ); while ( $at < $small_length ) { $key = rtrim( substr( $this->small_words, $at, $this->key_length + 1 ), "\x00" ); $value = $this->small_mappings[ $small_mapping++ ]; $tokens[ $key ] = $value; $at += $this->key_length + 1; } foreach ( $this->large_words as $index => $group ) { $prefix = substr( $this->groups, $index * ( $this->key_length + 1 ), 2 ); $group_length = strlen( $group ); $at = 0; while ( $at < $group_length ) { $length = unpack( 'C', $group[ $at++ ] )[1]; $key = $prefix . substr( $group, $at, $length ); $at += $length; $length = unpack( 'C', $group[ $at++ ] )[1]; $value = substr( $group, $at, $length ); $tokens[ $key ] = $value; $at += $length; } } return $tokens; } /** * Export the token map for quick loading in PHP source code. * * This function has a specific purpose, to make loading of static token maps fast. * It's used to ensure that the HTML character reference lookups add a minimal cost * to initializing the PHP process. * * Example: * * echo $smilies->precomputed_php_source_table(); * * // Output. * WP_Token_Map::from_precomputed_table( * array( * "storage_version" => "6.6.0", * "key_length" => 2, * "groups" => "", * "long_words" => array(), * "small_words" => "8O\x00:)\x00:(\x00:?\x00", * "small_mappings" => array( "π―", "π", "π", "π" ) * ) * ); * * @since 6.6.0 * * @param string $indent Optional. Use this string for indentation, or rely on the default horizontal tab character. Default "\t". * @return string Value which can be pasted into a PHP source file for quick loading of table. */ public function precomputed_php_source_table( string $indent = "\t" ): string { $i1 = $indent; $i2 = $i1 . $indent; $i3 = $i2 . $indent; $class_version = self::STORAGE_VERSION; $output = self::class . "::from_precomputed_table(\n"; $output .= "{$i1}array(\n"; $output .= "{$i2}\"storage_version\" => \"{$class_version}\",\n"; $output .= "{$i2}\"key_length\" => {$this->key_length},\n"; $group_line = str_replace( "\x00", "\\x00", $this->groups ); $output .= "{$i2}\"groups\" => \"{$group_line}\",\n"; $output .= "{$i2}\"large_words\" => array(\n"; $prefixes = explode( "\x00", $this->groups ); foreach ( $prefixes as $index => $prefix ) { if ( '' === $prefix ) { break; } $group = $this->large_words[ $index ]; $group_length = strlen( $group ); $comment_line = "{$i3}//"; $data_line = "{$i3}\""; $at = 0; while ( $at < $group_length ) { $token_length = unpack( 'C', $group[ $at++ ] )[1]; $token = substr( $group, $at, $token_length ); $at += $token_length; $mapping_length = unpack( 'C', $group[ $at++ ] )[1]; $mapping = substr( $group, $at, $mapping_length ); $at += $mapping_length; $token_digits = str_pad( dechex( $token_length ), 2, '0', STR_PAD_LEFT ); $mapping_digits = str_pad( dechex( $mapping_length ), 2, '0', STR_PAD_LEFT ); $mapping = preg_replace_callback( "~[\\x00-\\x1f\\x22\\x5c]~", static function ( $match_result ) { switch ( $match_result[0] ) { case '"': return '\\"'; case '\\': return '\\\\'; default: $hex = dechex( ord( $match_result[0] ) ); return "\\x{$hex}"; } }, $mapping ); $comment_line .= " {$prefix}{$token}[{$mapping}]"; $data_line .= "\\x{$token_digits}{$token}\\x{$mapping_digits}{$mapping}"; } $comment_line .= ".\n"; $data_line .= "\",\n"; $output .= $comment_line; $output .= $data_line; } $output .= "{$i2}),\n"; $small_words = array(); $small_length = strlen( $this->small_words ); $at = 0; while ( $at < $small_length ) { $small_words[] = substr( $this->small_words, $at, $this->key_length + 1 ); $at += $this->key_length + 1; } $small_text = str_replace( "\x00", '\x00', implode( '', $small_words ) ); $output .= "{$i2}\"small_words\" => \"{$small_text}\",\n"; $output .= "{$i2}\"small_mappings\" => array(\n"; foreach ( $this->small_mappings as $mapping ) { $output .= "{$i3}\"{$mapping}\",\n"; } $output .= "{$i2})\n"; $output .= "{$i1})\n"; $output .= ')'; return $output; } /** * Compares two strings, returning the longest, or whichever * is first alphabetically if they are the same length. * * This is an important sort when building the token map because * it should not form a match on a substring of a longer potential * match. For example, it should not detect `Cap` when matching * against the string `CapitalDifferentialD`. * * @since 6.6.0 * * @param string $a First string to compare. * @param string $b Second string to compare. * @return int -1 or lower if `$a` is less than `$b`; 1 or greater if `$a` is greater than `$b`, and 0 if they are equal. */ private static function longest_first_then_alphabetical( string $a, string $b ): int { if ( $a === $b ) { return 0; } $length_a = strlen( $a ); $length_b = strlen( $b ); // Longer strings are less-than for comparison's sake. if ( $length_a !== $length_b ) { return $length_b - $length_a; } return strcmp( $a, $b ); } }
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Liberia Wins Fresh Backing as World Bank Group Executive Praises Progress, Pushes Faster Project Delivery
LRA Honors Liberiaβs Top Taxpayers as Revenue Collections Hit Historic High
Root Cause in Question as Border Tensions Persist After Conakry Peace Deal
From Enforcement to Innovation: EPA Marks 2025 as a Defining Year for Liberiaβs Environment
Weah Declares ‘Road to 2029 Begins Today’ as CDC Marks 22nd Anniversary in Zwedru
500 Documented Governance Failures: Activist Publishes Sweeping End-of-Year Indictment of Boakai Administration
CDC Calls for Probe into Border Crisis, Cites Alleged Mining Activities
Liberia Moves to Strengthen Small Businesses with $672,000 Packaging Solution Initiative
Former Public Works Minister Ruth Coker Collins Defends Zwedru Corridor Strategy, Calls for βFacts Over Rhetoricβ in Infrastructure Debate
Power Shake-Up in CDC Diaspora: NEC Dissolves CDC-USA Interim Leadership, Appoints Rev. Muin to Lead U.S. Chapter
Tweah Reemerges, Sparks Fierce National Debate Over Governance and Liberiaβs Future
Koijee Slams Tribal Politics and Political Manipulation in Lofa, Accuses Boakai Government
Mali and Burkina Faso Impose Reciprocal Travel Ban on U.S. Citizens
Guinea Election: A Turn Toward Continuity Amid Questions of Democratic Credibility
Liberiaβs Revenue Grows Stronger as LRA Exceeds National Target for Second Year
Liberiaβs Gender Legal Landscape: Laws in Place, Systems Lag Far Behind
Liberiaβs Economy Gains Momentum as CBL Governor Highlights Progress at ECOWAS Meeting
Liberia Positions Itself for Eco Currency Entry as Economy Expands by 5.1%
From Overcrowded Classrooms to Renewal: NPA Mobilizes $1 Million to Transform UL
Ex-Public Works Minister Ruth Coker Collins Slams Ministryβs βLack of Capacity,β Defends Her Infrastructure Record
CDC Expels Three Senior Members, Citing Alleged Alignment With Government and Undermining Party Ideology
UL to Celebrate 75 Years of Excellence
Saudi Fund Advances Liberiaβs Push for Major Infrastructure Development
West African Financial Leaders Convene in Monrovia for ECOWAS Statutory Meetings
Unlocking Liberiaβs Potential: Government Launches Major Revenue and Transparency Reforms
Incremental Gains, Enduring Impunity: Liberiaβs CPI Improvement Fails the Test of Reform
Boakaiβs Call for Unity Faces Scrutiny as Opposition, Citizens Question Actions Behind the Words
REMAPSEN Liberia Set to Strengthen Health and Environmental Reporting
Energy Sector Women Step Into the Spotlight at Liberiaβs International Womenβs Day Celebration
FeJAL Concludes Three-Day Retreat, Honors Outstanding Women Journalists
Dr. Rasha Kelej Named Among Africaβs 100 Most Influential Leaders
LAVA Honored for Strengthening LiberiaβU.S. Ties at 2025 Military Ball