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\ No newline at end of file diff --git a/src/db.rs b/src/db.rs index 8dddc18..3bd16ac 100644 --- a/src/db.rs +++ b/src/db.rs @@ -78,7 +78,8 @@ impl Db { pub fn store_to_path(&self, path: &Path) -> anyhow::Result<()> { let file = File::create(path)?; - (&self.users, &self.is_spam); + let dat: (&HashMap, &HashMap, u64) = + (&self.users, &self.is_spam, self.last_scrape); serde_json::to_writer(BufWriter::new(file), &dat)?; Ok(()) } @@ -89,4 +90,13 @@ impl Db { .filter(|(user_id, _)| !self.is_spam.contains_key(&user_id)) .collect() } + + pub fn classified_users<'a>(&'a self) -> Vec<(&'a UserId, &'a UserData, bool)> { + self.users + .iter() + .filter_map(|(user_id, user_data)| + self.is_spam.get(&user_id).map(|is_spam| (user_id, user_data, *is_spam)) + ) + .collect() + } } diff --git a/src/main.rs b/src/main.rs index 08e7ecf..7680e49 100644 --- a/src/main.rs +++ b/src/main.rs @@ -2,7 +2,7 @@ use actix_web::{get, post, web, App, HttpResponse, HttpServer, Responder}; use forgejo_api::{Auth, Forgejo}; use lazy_static::lazy_static; use rand::prelude::*; -use serde::Deserialize; +use serde::{Serialize, Deserialize}; use std::collections::HashMap; use std::fs::File; use std::path::Path; @@ -62,31 +62,57 @@ async fn load_db(forge: &Forgejo) -> anyhow::Result<(Db, Classifier)> { Ok((db, classifier)) } -fn set_spam(db: &mut Db, classifier: &mut Classifier, ids: &[(UserId, bool)]) { - eprintln!("updating classifier"); - +// XXX: This function looks like it is doing too many things at once. +fn set_spam(db: &mut Db, classifier: &mut Classifier, ids: &[(UserId, bool)], overwrite: bool) { for (user_id, is_spam) in ids { - // Train classifier with tokens from the user - let tokens = db.tokens.get(user_id).unwrap(); - if *is_spam { - classifier.train_spam(tokens); - } else { - classifier.train_ham(tokens); - } + let mut train_classifier = false; match db.is_spam.get(user_id) { - Some(b) if b != is_spam => { - // classification conflict between concurrent queries. - // In this case we play it safe and erase the classification for this user; - // it will need to be manually classified again. + Some(was_spam) if overwrite && was_spam != is_spam => { + eprintln!( + "User {}: changing classification from {} to {}", + db.users.get(user_id).unwrap().login, + (if *was_spam { "spam" } else { "legit" }), + (if *is_spam { "spam" } else { "legit" }) + ); + db.is_spam.insert(*user_id, *is_spam); + // This is somewhat hackish: we already trained the classifier + // on the previous classification, possibly with the same + // tokens. + // Ideally we would undo the previous training and train with + // the correct classification now, but the classifier has no way + // to easily undo a previous training (we don't know whether the + // tokens that we have now are the same as the one that were + // used previously). + train_classifier = true; + }, + Some(was_spam) if !overwrite && was_spam != is_spam => { + // Classification conflict between concurrent queries. + // In this case we play it safe and discard the classification + // for this user; the user will need to be manually classified again. eprintln!( "Classification conflict for user {}; discarding our current classification", db.users.get(user_id).unwrap().login ); db.is_spam.remove(user_id); }, - _ => { + None => { db.is_spam.insert(*user_id, *is_spam); + train_classifier = true; + }, + Some(was_spam) => { + assert!(was_spam == is_spam); + // nothing to do + } + } + + if train_classifier { + // Train the classifier with tokens from the user + let tokens = db.tokens.get(user_id).unwrap(); + if *is_spam { + classifier.train_spam(tokens); + } else { + classifier.train_ham(tokens); } } } @@ -117,13 +143,26 @@ struct SortSetting { sort: Option, } +#[derive(Serialize, Deserialize)] +enum ApproxScore { Low, Mid, High } + +// approximated score, for feeding to the template +fn approx_score(score: f32) -> ApproxScore { + if score <= GUESS_LEGIT_THRESHOLD { + ApproxScore::Low + } else if score < GUESS_SPAM_THRESHOLD { + ApproxScore::Mid + } else { + ApproxScore::High + } +} + #[get("/")] async fn index(data: web::Data, q: web::Query) -> impl Responder { eprintln!("GET /"); let db = &data.db.lock().unwrap(); - eprintln!("scoring users..."); let mut users: Vec<(&UserId, &UserData, f32)> = db .unclassified_users() .into_iter() @@ -131,10 +170,8 @@ async fn index(data: web::Data, q: web::Query) -> impl Re .collect(); let mut rng = rand::thread_rng(); - eprintln!("randomizing..."); users.shuffle(&mut rng); - eprintln!("sorting..."); let sorting_req = q.sort.as_ref().map(|s| s.as_str()); match &sorting_req { // sort "legit first": by increasing score @@ -150,12 +187,16 @@ async fn index(data: web::Data, q: web::Query) -> impl Re users.sort_by_key(|(_, _, score)| 1000 - (score * 1000.) as u64) } + // compute the rough "spam score" (low/mid/high) and spam guess (true/false) + let users: Vec<(&UserId, &UserData, f32, ApproxScore, bool)> = + users.into_iter() + .map(|(id, u, score)| (id, u, score, approx_score(score), score >= GUESS_SPAM_THRESHOLD)) + .collect(); + let users_count = db.users.len(); let classified_count = db.is_spam.len(); let mut context = tera::Context::new(); - context.insert("spam_threshold", &GUESS_SPAM_THRESHOLD); - context.insert("legit_threshold", &GUESS_LEGIT_THRESHOLD); context.insert("users", &users); context.insert( "unclassified_users_count", @@ -168,8 +209,7 @@ async fn index(data: web::Data, q: web::Query) -> impl Re HttpResponse::Ok().body(page) } -#[post("/")] -async fn apply(data: web::Data, req: web::Form>) -> impl Responder { +async fn post_classified(data: web::Data, req: web::Form>, overwrite: bool, redirect: &str) -> impl Responder { eprintln!("POST /"); let db = &mut data.db.lock().unwrap(); @@ -180,18 +220,56 @@ async fn apply(data: web::Data, req: web::Form>) .map(|(id, classification)| (UserId(*id), classification == "spam")) .collect(); - set_spam(db, classifier, &updates); + set_spam(db, classifier, &updates, overwrite); db.store_to_path(Path::new("db.json")).unwrap(); // FIXME classifier .save(&mut File::create(Path::new("model.json")).unwrap(), false) .unwrap(); // FIXME + eprintln!("done"); HttpResponse::SeeOther() - .insert_header(("Location", "")) + .insert_header(("Location", redirect)) .finish() } +#[post("/")] +async fn post_classified_index(data: web::Data, req: web::Form>) -> impl Responder { + post_classified(data, req, false, "/").await +} + +#[post("/classified")] +async fn post_classified_edit(data: web::Data, req: web::Form>) -> impl Responder { + post_classified(data, req, true, "/classified").await +} + +#[get("/classified")] +async fn classified(data: web::Data, _q: web::Query) -> impl Responder { + eprintln!("GET /classified"); + + let db = &data.db.lock().unwrap(); + + let mut users: Vec<(&UserId, &UserData, f32, bool)> = db + .classified_users() + .into_iter() + .map(|(id, u, s)| (id, u, *db.score.get(id).unwrap(), s)) + .collect(); + // sort "spam first" + users.sort_by_key(|(_, _, score, _)| 1000 - (score * 1000.) as u64); + + let users: Vec<_> = + users.into_iter() + .map(|(id, u, score, is_spam)| (id, u, score, approx_score(score), is_spam)) + .collect(); + + let mut context = tera::Context::new(); + context.insert("users", &users); + eprintln!("rendering template..."); + let page = TEMPLATES.render("classified.html", &context).unwrap(); + eprintln!("done"); + HttpResponse::Ok().body(page) +} + #[actix_web::main] async fn main() -> std::io::Result<()> { eprintln!("Eval templates"); @@ -219,7 +297,9 @@ async fn main() -> std::io::Result<()> { .service(actix_files::Files::new("/static/", "./static")) .app_data(st.clone()) .service(index) - .service(apply) + .service(classified) + .service(post_classified_index) + .service(post_classified_edit) }) .bind(("127.0.0.1", 8080))? .run() diff --git a/static/style.css b/static/style.css new file mode 100644 index 0000000..50e06e8 --- /dev/null +++ b/static/style.css @@ -0,0 +1,85 @@ +.main { + display: flex; + flex-direction: column; + gap: 30px; + align-items: center; +} + +.users { + display: flex; + flex-direction: column; + gap: 15px; +} + +.user { + display: flex; + flex-direction: row; + gap: 10px; + align-items: center; + border: 1px dotted #000; + padding: 3px 8px 3px 8px; + margin: 3px; +} + +.user-card { + display: flex; + flex-direction: column; +} + +.user-name { + display: flex; + flex-direction: row; + flex-wrap: wrap; + gap: 10px; +} + +.user-info { + display: flex; + flex-direction: row; + flex-wrap: wrap; + gap: 10px; +} + +.user-classification { + display: flex; + flex-direction: column; + gap: 3px; +} + +input.radio-classify { + display: none; +} +input.radio-classify + label { + border: 1px solid #000; + padding: 2px; + text-align: center; +} +input.radio-spam:checked + label { + border: 1px solid #d00400; + background: #d00400; + color: #fff; +} +input.radio-legit:checked + label { + border: 1px solid #048e02; + background: #048e02; + color: #fff; +} + +.score { + padding-left: 3px; + padding-right: 3px; + width: 2.8em; + text-align: center; + flex-grow: 0; + flex-shrink: 0; +} + +.score-High { + background: #ff696b; +} +.score-Mid { + background: #ffa769; +} +.score-Low { + background: #5fd770; +} diff --git a/templates/base.html b/templates/base.html new file mode 100644 index 0000000..a7aba71 --- /dev/null +++ b/templates/base.html @@ -0,0 +1,16 @@ + + + + + + + + {% block title %}{% endblock title %} - Forgejo Spam Admin + + +
+ {% block content %} + {% endblock content %} +
+ + diff --git a/templates/classified.html b/templates/classified.html new file mode 100644 index 0000000..11b93a3 --- /dev/null +++ b/templates/classified.html @@ -0,0 +1,29 @@ +{% import "ui.html" as ui %} +{% extends "base.html" %} +{% block title %}Classified{% endblock title %} + +{% block content %} +
+ Editing classified users +
+ +
+ Home +
+ +
+
+ {% for user_data in users %} + {{ ui::user_card( + user_id=user_data[0], + user=user_data[1], + score=user_data[2], + score_approx=user_data[3], + is_spam=user_data[4] + ) }} + {% endfor %} +
+ + +
+{% endblock content %} diff --git a/templates/index.html b/templates/index.html index 822db7b..7219716 100644 --- a/templates/index.html +++ b/templates/index.html @@ -1,170 +1,35 @@ -{% import "macros.html" as macros %} - - - - - - - Forgejo Spam Admin - - - -
+{% block content %}
Users: unclassified: {{unclassified_users_count}} | total: {{total_users_count}}
+ + +
Sort: Spam first | Sort: Legit first | Sort: Random
+
- {% for id_user_score in users %} - {% set user_id = id_user_score[0] %} - {% set user = id_user_score[1] %} - {% set score = id_user_score[2] %} -
-
- = 0.8 %}checked{% endif %} - /> - - - -
-
- {{ score | round(precision=2) }} -
-
-
- - {%- if user.full_name %}
({{ user.full_name }})
{% endif -%} -
- - {%- if user.description %}
[D] {{ user.description }}
{% endif -%} - {%- if user.repos | length > 0 %} -
-
Repositories:
- {% for repo in user.repos %} -
{{ macros::compact(name=repo[1].name, desc=repo[1].description) }}
- {% endfor %} -
- {% endif -%} - {%- if user.issues | length > 0 %} -
-
Issues:
- {% for issue in user.issues %} -
{{ macros::compact(name=issue[1].title, desc=issue[1].body) }}
- {% endfor %} -
- {% endif -%} -
-
+ {% for user_data in users %} + {{ ui::user_card( + user_id=user_data[0], + user=user_data[1], + score=user_data[2], + score_approx=user_data[3], + is_spam=user_data[4] + ) }} {% endfor %} -
-
- - - +{% endblock content %} diff --git a/templates/ui.html b/templates/ui.html new file mode 100644 index 0000000..c3e2159 --- /dev/null +++ b/templates/ui.html @@ -0,0 +1,48 @@ +{% import "macros.html" as macros %} + +{% macro user_card(user_id, user, score, score_approx, is_spam) %} +
+
+ + + + +
+
+ {{ score | round(precision=2) }} +
+
+
+ + {%- if user.full_name %}
({{ user.full_name }})
{% endif -%} +
+ + {%- if user.description %}
[D] {{ user.description }}
{% endif -%} + {%- if user.repos | length > 0 %} +
+
Repositories:
+ {% for repo in user.repos %} +
{{ macros::compact(name=repo[1].name, desc=repo[1].description) }}
+ {% endfor %} +
+ {% endif -%} + {%- if user.issues | length > 0 %} +
+
Issues:
+ {% for issue in user.issues %} +
{{ macros::compact(name=issue[1].title, desc=issue[1].body) }}
+ {% endfor %} +
+ {% endif -%} +
+
+{% endmacro user_card %}