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diff --git a/src/classifier.rs b/src/classifier.rs index a7b248f..a34cd61 100644 --- a/src/classifier.rs +++ b/src/classifier.rs @@ -20,6 +20,8 @@ struct Counter { #[derive(Default, Debug, Serialize, Deserialize)] pub struct Classifier { token_table: HashMap, + spam_total_count: u32, + ham_total_count: u32, } impl Classifier { @@ -56,6 +58,7 @@ impl Classifier { for word in tokens { let counter = self.token_table.entry(word.to_string()).or_default(); counter.spam += 1; + self.spam_total_count += 1; } } @@ -64,17 +67,18 @@ impl Classifier { for word in tokens { let counter = self.token_table.entry(word.to_string()).or_default(); counter.ham += 1; + self.ham_total_count += 1; } } /// Return the total number of spam in token table. fn spam_total_count(&self) -> u32 { - self.token_table.values().map(|x| x.spam).sum() + self.spam_total_count } /// Return the total number of ham in token table. fn ham_total_count(&self) -> u32 { - self.token_table.values().map(|x| x.ham).sum() + self.ham_total_count } /// Compute the probability of `tokens` to be part of a spam. diff --git a/src/main.rs b/src/main.rs index 51c9675..5794d84 100644 --- a/src/main.rs +++ b/src/main.rs @@ -334,14 +334,22 @@ async fn load_db() -> anyhow::Result<(Db, Classifier)> { } fn update_user(db: &mut Db, classifier: &mut Classifier, id: UserId) { - let tokens = db.users.get(&id).unwrap().to_tokens(); + let userdata = db.users.get(&id).unwrap(); + let tokens = + match db.tokens.get(&id) { + Some(tokens) => tokens, + None => { + let tokens = userdata.to_tokens(); + db.tokens.insert(id, tokens); + db.tokens.get(&id).unwrap() + } + }; let score = classifier.score(&tokens); - for tok in &tokens { + for tok in tokens { db.users_of_token.entry(tok.to_string()).or_default().push(id) }; - db.tokens.insert(id, tokens); db.score.insert(id, score); }