use crate::{ md::structs::{MessDetectorChar, MessDetectorCharFlags}, utils::{is_suspiciously_successive_range, remove_accent}, }; // Base abstract trait used for mess detection plugins. // All detectors MUST extend and implement given methods. pub(super) trait MessDetectorPlugin { // Name of plugin fn name(&self) -> &str { std::any::type_name::().split("::").last().unwrap() } // Determine if given character should be fed in fn eligible(&self, character: &MessDetectorChar) -> bool; // The main routine to be executed upon character. // Insert the logic in witch the text would be considered chaotic. fn feed(&mut self, character: &MessDetectorChar); // Compute the chaos ratio based on what your feed() has seen. // Must NOT be lower than 0.; No restriction gt 0. fn ratio(&self) -> f32; } // // TooManySymbolOrPunctuationPlugin implementation // #[derive(Default)] pub(super) struct TooManySymbolOrPunctuationPlugin { punctuation_count: u64, symbol_count: u64, character_count: u64, last_printable_char: Option, } impl MessDetectorPlugin for TooManySymbolOrPunctuationPlugin { fn eligible(&self, character: &MessDetectorChar) -> bool { !character.is(MessDetectorCharFlags::UNPRINTABLE) } fn feed(&mut self, character: &MessDetectorChar) { self.character_count += 1; if (self.last_printable_char.is_none() || *character != self.last_printable_char.unwrap()) && !character.is(MessDetectorCharFlags::COMMON_SAFE) { if character.is(MessDetectorCharFlags::PUNCTUATION) { self.punctuation_count += 1; } else if !character.is(MessDetectorCharFlags::NUMERIC) && character.is(MessDetectorCharFlags::SYMBOL) && !character.is(MessDetectorCharFlags::EMOTICON) { self.symbol_count += 2; } } self.last_printable_char = Some(*character); } fn ratio(&self) -> f32 { if self.character_count == 0 { return 0.0; } let ratio_of_punctuation = (self.punctuation_count + self.symbol_count) as f32 / (self.character_count as f32); if ratio_of_punctuation >= 0.3 { ratio_of_punctuation } else { 0.0 } } } // // TooManyAccentuatedPlugin implementation // #[derive(Default)] pub(super) struct TooManyAccentuatedPlugin { character_count: u64, accentuated_count: u64, } impl MessDetectorPlugin for TooManyAccentuatedPlugin { fn eligible(&self, character: &MessDetectorChar) -> bool { character.is(MessDetectorCharFlags::ALPHABETIC) } fn feed(&mut self, character: &MessDetectorChar) { self.character_count += 1; if character.is(MessDetectorCharFlags::ACCENTUATED) { self.accentuated_count += 1; } } fn ratio(&self) -> f32 { (self.character_count >= 8) .then_some(self.accentuated_count as f32 / self.character_count as f32) .filter(|&ratio| ratio >= 0.35) .unwrap_or(0.0) } } // // UnprintablePlugin implementation // #[derive(Default)] pub(super) struct UnprintablePlugin { character_count: u64, unprintable_count: u64, } impl MessDetectorPlugin for UnprintablePlugin { fn eligible(&self, _character: &MessDetectorChar) -> bool { true } fn feed(&mut self, character: &MessDetectorChar) { if character.is(MessDetectorCharFlags::UNPRINTABLE) { self.unprintable_count += 1; } self.character_count += 1; } fn ratio(&self) -> f32 { if self.character_count == 0 { return 0.0; } (self.unprintable_count as f32 * 8.0) / self.character_count as f32 } } // // SuspiciousDuplicateAccentPlugin implementation // #[derive(Default)] pub(super) struct SuspiciousDuplicateAccentPlugin { character_count: u64, successive_count: u64, last_latin_character: Option, } impl MessDetectorPlugin for SuspiciousDuplicateAccentPlugin { fn eligible(&self, character: &MessDetectorChar) -> bool { character.is(MessDetectorCharFlags::ALPHABETIC) && character.is(MessDetectorCharFlags::LATIN) } fn feed(&mut self, character: &MessDetectorChar) { self.character_count += 1; if self.last_latin_character.is_some() && character.is(MessDetectorCharFlags::ACCENTUATED) && self .last_latin_character .unwrap() .is(MessDetectorCharFlags::ACCENTUATED) { if character.is(MessDetectorCharFlags::UPPERCASE) && self .last_latin_character .unwrap() .is(MessDetectorCharFlags::UPPERCASE) { self.successive_count += 1; } // Worse if its the same char duplicated with different accent. if remove_accent(character.character) == remove_accent(self.last_latin_character.unwrap().character) { self.successive_count += 1; } } self.last_latin_character = Some(*character); } fn ratio(&self) -> f32 { if self.character_count == 0 { return 0.0; } (self.successive_count as f32 * 2.0) / self.character_count as f32 } } // // SuspiciousRangePlugin implementation // #[derive(Default)] pub(super) struct SuspiciousRangePlugin { character_count: u64, suspicious_successive_range_count: u64, last_printable_char: Option, } impl MessDetectorPlugin for SuspiciousRangePlugin { fn eligible(&self, character: &MessDetectorChar) -> bool { !character.is(MessDetectorCharFlags::UNPRINTABLE) } fn feed(&mut self, character: &MessDetectorChar) { self.character_count += 1; if character.is(MessDetectorCharFlags::WHITESPACE) || character.is(MessDetectorCharFlags::PUNCTUATION) || character.is(MessDetectorCharFlags::COMMON_SAFE) { self.last_printable_char = None; return; } if self.last_printable_char.is_none() { self.last_printable_char = Some(*character); return; } if is_suspiciously_successive_range( self.last_printable_char.unwrap().unicode_range, character.unicode_range, ) { self.suspicious_successive_range_count += 1; } self.last_printable_char = Some(*character); } fn ratio(&self) -> f32 { (self.character_count > 0) .then_some( ((self.suspicious_successive_range_count as f32) * 2.0) / self.character_count as f32, ) .filter(|&ratio| ratio >= 0.1) .unwrap_or(0.0) } } // // SuperWeirdWordPlugin implementation // #[derive(Default)] pub(super) struct SuperWeirdWordPlugin { character_count: u64, word_count: u64, bad_word_count: u64, foreign_long_count: u64, is_current_word_bad: bool, foreign_long_watch: bool, bad_character_count: u64, buffer_accent_count: u64, buffer: Vec, } impl MessDetectorPlugin for SuperWeirdWordPlugin { fn eligible(&self, _character: &MessDetectorChar) -> bool { true } fn feed(&mut self, character: &MessDetectorChar) { if character.is(MessDetectorCharFlags::ASCII_ALPHABETIC) { self.buffer.push(*character); if character.is(MessDetectorCharFlags::ACCENTUATED) { self.buffer_accent_count += 1; } self.foreign_long_watch |= (!character.is(MessDetectorCharFlags::LATIN) || character.is(MessDetectorCharFlags::ACCENTUATED)) && !character.is(MessDetectorCharFlags::CJK) && !character.is(MessDetectorCharFlags::HANGUL) && !character.is(MessDetectorCharFlags::KATAKANA) && !character.is(MessDetectorCharFlags::HIRAGANA) && !character.is(MessDetectorCharFlags::THAI); return; } if self.buffer.is_empty() { return; } if character.is(MessDetectorCharFlags::WHITESPACE) || character.is(MessDetectorCharFlags::PUNCTUATION) || character.is(MessDetectorCharFlags::SEPARATOR) { self.word_count += 1; let buffer_length = self.buffer.len(); self.character_count += buffer_length as u64; if buffer_length >= 4 { if (self.buffer_accent_count as f32 / buffer_length as f32) > 0.34 { self.is_current_word_bad = true; } // Word/Buffer ending with an upper case accentuated letter are so rare, // that we will consider them all as suspicious. Same weight as foreign_long suspicious. let last_char = self.buffer.last().unwrap(); if last_char.is(MessDetectorCharFlags::ACCENTUATED) && last_char.is(MessDetectorCharFlags::UPPERCASE) { self.foreign_long_count += 1; self.is_current_word_bad = true; } } if buffer_length >= 24 && self.foreign_long_watch { let uppercase_count = self .buffer .iter() .filter(|&c| c.is(MessDetectorCharFlags::UPPERCASE)) .count(); let mut probable_camel_cased: bool = false; if uppercase_count > 0 && (uppercase_count as f32 / buffer_length as f32) <= 0.3 { probable_camel_cased = true; } if !probable_camel_cased { self.foreign_long_count += 1; self.is_current_word_bad = true; } } if self.is_current_word_bad { self.bad_word_count += 1; self.bad_character_count += self.buffer.len() as u64; self.is_current_word_bad = false; } self.foreign_long_watch = false; self.buffer.clear(); self.buffer_accent_count = 0; } else if !character.is(MessDetectorCharFlags::WEIRD_SAFE) && !character.is(MessDetectorCharFlags::ASCII_DIGIT) && character.is(MessDetectorCharFlags::SYMBOL) { self.is_current_word_bad = true; self.buffer.push(*character); } } fn ratio(&self) -> f32 { if self.word_count <= 10 && self.foreign_long_count == 0 { return 0.0; } self.bad_character_count as f32 / self.character_count as f32 } } // // CjkInvalidStopPlugin implementation // // GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and // can be easily detected. Searching for the overuse of '丅' and '丄'. #[derive(Default)] pub(super) struct CjkInvalidStopPlugin { wrong_stop_count: u64, cjk_character_count: u64, } impl MessDetectorPlugin for CjkInvalidStopPlugin { fn eligible(&self, _: &MessDetectorChar) -> bool { true } fn feed(&mut self, character: &MessDetectorChar) { if "丅丄".contains(character.character) { self.wrong_stop_count += 1; return; } if character.is(MessDetectorCharFlags::CJK) { self.cjk_character_count += 1; } } fn ratio(&self) -> f32 { if self.cjk_character_count < 16 { return 0.0; } self.wrong_stop_count as f32 / self.cjk_character_count as f32 } } // // ArchaicUpperLowerPlugin implementation // pub(super) struct ArchaicUpperLowerPlugin { buf: bool, current_ascii_only: bool, character_count_since_last_sep: u64, successive_upper_lower_count: u64, successive_upper_lower_count_final: u64, character_count: u64, last_alpha_seen: Option, } impl Default for ArchaicUpperLowerPlugin { fn default() -> Self { ArchaicUpperLowerPlugin { buf: false, current_ascii_only: true, character_count_since_last_sep: 0, successive_upper_lower_count: 0, successive_upper_lower_count_final: 0, character_count: 0, last_alpha_seen: None, } } } impl MessDetectorPlugin for ArchaicUpperLowerPlugin { fn eligible(&self, _: &MessDetectorChar) -> bool { true } fn feed(&mut self, character: &MessDetectorChar) { if !(character.is(MessDetectorCharFlags::ALPHABETIC) && character.is(MessDetectorCharFlags::CASE_VARIABLE)) && self.character_count_since_last_sep > 0 { if self.character_count_since_last_sep <= 64 && !character.is(MessDetectorCharFlags::ASCII_DIGIT) && !self.current_ascii_only { self.successive_upper_lower_count_final += self.successive_upper_lower_count; } self.successive_upper_lower_count = 0; self.character_count_since_last_sep = 0; self.last_alpha_seen = None; self.buf = false; self.character_count += 1; self.current_ascii_only = true; return; } self.current_ascii_only &= character.is(MessDetectorCharFlags::ASCII); if let Some(tmp_last_alpha) = self.last_alpha_seen { if (character.is(MessDetectorCharFlags::UPPERCASE) && tmp_last_alpha.is(MessDetectorCharFlags::LOWERCASE)) || (character.is(MessDetectorCharFlags::LOWERCASE) && tmp_last_alpha.is(MessDetectorCharFlags::UPPERCASE)) { if self.buf { self.successive_upper_lower_count += 2; self.buf = false; } else { self.buf = true; } } else { self.buf = false; } } self.character_count += 1; self.character_count_since_last_sep += 1; self.last_alpha_seen = Some(*character); } fn ratio(&self) -> f32 { if self.character_count == 0 { return 0.0; } self.successive_upper_lower_count_final as f32 / self.character_count as f32 } }