Add a new /classified page that allows editing classifications
This commit is contained in:
Armaël Guéneau
parent
6a23483073
commit
b2406dd883
9 changed files with 315 additions and 183 deletions
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@ -17,7 +17,6 @@
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- take concrete actions for spam accounts: lock the account, send a warning
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email, then delete+purge account after some time.
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- allow changing the classification of already-classified users
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- add backend to store data on garage instead of local files
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- replate the `api_token` file with a better mechanism: oauth maybe?
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- improve error handling
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File diff suppressed because one or more lines are too long
12
src/db.rs
12
src/db.rs
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@ -78,7 +78,8 @@ impl Db {
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pub fn store_to_path(&self, path: &Path) -> anyhow::Result<()> {
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let file = File::create(path)?;
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(&self.users, &self.is_spam);
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let dat: (&HashMap<UserId, UserData>, &HashMap<UserId, bool>, u64) =
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(&self.users, &self.is_spam, self.last_scrape);
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serde_json::to_writer(BufWriter::new(file), &dat)?;
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Ok(())
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}
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@ -89,4 +90,13 @@ impl Db {
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.filter(|(user_id, _)| !self.is_spam.contains_key(&user_id))
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.collect()
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}
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pub fn classified_users<'a>(&'a self) -> Vec<(&'a UserId, &'a UserData, bool)> {
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self.users
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.iter()
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.filter_map(|(user_id, user_data)|
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self.is_spam.get(&user_id).map(|is_spam| (user_id, user_data, *is_spam))
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)
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.collect()
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}
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}
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132
src/main.rs
132
src/main.rs
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@ -2,7 +2,7 @@ use actix_web::{get, post, web, App, HttpResponse, HttpServer, Responder};
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use forgejo_api::{Auth, Forgejo};
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use lazy_static::lazy_static;
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use rand::prelude::*;
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use serde::Deserialize;
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use serde::{Serialize, Deserialize};
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use std::collections::HashMap;
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use std::fs::File;
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use std::path::Path;
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@ -62,31 +62,57 @@ async fn load_db(forge: &Forgejo) -> anyhow::Result<(Db, Classifier)> {
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Ok((db, classifier))
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}
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fn set_spam(db: &mut Db, classifier: &mut Classifier, ids: &[(UserId, bool)]) {
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eprintln!("updating classifier");
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// XXX: This function looks like it is doing too many things at once.
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fn set_spam(db: &mut Db, classifier: &mut Classifier, ids: &[(UserId, bool)], overwrite: bool) {
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for (user_id, is_spam) in ids {
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// Train classifier with tokens from the user
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let tokens = db.tokens.get(user_id).unwrap();
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if *is_spam {
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classifier.train_spam(tokens);
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} else {
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classifier.train_ham(tokens);
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}
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let mut train_classifier = false;
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match db.is_spam.get(user_id) {
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Some(b) if b != is_spam => {
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// classification conflict between concurrent queries.
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// In this case we play it safe and erase the classification for this user;
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// it will need to be manually classified again.
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Some(was_spam) if overwrite && was_spam != is_spam => {
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eprintln!(
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"User {}: changing classification from {} to {}",
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db.users.get(user_id).unwrap().login,
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(if *was_spam { "spam" } else { "legit" }),
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(if *is_spam { "spam" } else { "legit" })
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);
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db.is_spam.insert(*user_id, *is_spam);
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// This is somewhat hackish: we already trained the classifier
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// on the previous classification, possibly with the same
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// tokens.
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// Ideally we would undo the previous training and train with
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// the correct classification now, but the classifier has no way
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// to easily undo a previous training (we don't know whether the
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// tokens that we have now are the same as the one that were
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// used previously).
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train_classifier = true;
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},
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Some(was_spam) if !overwrite && was_spam != is_spam => {
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// Classification conflict between concurrent queries.
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// In this case we play it safe and discard the classification
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// for this user; the user will need to be manually classified again.
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eprintln!(
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"Classification conflict for user {}; discarding our current classification",
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db.users.get(user_id).unwrap().login
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);
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db.is_spam.remove(user_id);
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},
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_ => {
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None => {
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db.is_spam.insert(*user_id, *is_spam);
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train_classifier = true;
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},
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Some(was_spam) => {
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assert!(was_spam == is_spam);
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// nothing to do
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}
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}
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if train_classifier {
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// Train the classifier with tokens from the user
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let tokens = db.tokens.get(user_id).unwrap();
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if *is_spam {
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classifier.train_spam(tokens);
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} else {
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classifier.train_ham(tokens);
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}
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}
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}
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@ -117,13 +143,26 @@ struct SortSetting {
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sort: Option<String>,
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}
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#[derive(Serialize, Deserialize)]
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enum ApproxScore { Low, Mid, High }
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// approximated score, for feeding to the template
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fn approx_score(score: f32) -> ApproxScore {
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if score <= GUESS_LEGIT_THRESHOLD {
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ApproxScore::Low
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} else if score < GUESS_SPAM_THRESHOLD {
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ApproxScore::Mid
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} else {
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ApproxScore::High
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}
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}
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#[get("/")]
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async fn index(data: web::Data<AppState>, q: web::Query<SortSetting>) -> impl Responder {
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eprintln!("GET /");
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let db = &data.db.lock().unwrap();
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eprintln!("scoring users...");
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let mut users: Vec<(&UserId, &UserData, f32)> = db
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.unclassified_users()
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.into_iter()
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@ -131,10 +170,8 @@ async fn index(data: web::Data<AppState>, q: web::Query<SortSetting>) -> impl Re
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.collect();
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let mut rng = rand::thread_rng();
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eprintln!("randomizing...");
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users.shuffle(&mut rng);
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eprintln!("sorting...");
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let sorting_req = q.sort.as_ref().map(|s| s.as_str());
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match &sorting_req {
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// sort "legit first": by increasing score
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@ -150,12 +187,16 @@ async fn index(data: web::Data<AppState>, q: web::Query<SortSetting>) -> impl Re
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users.sort_by_key(|(_, _, score)| 1000 - (score * 1000.) as u64)
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}
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// compute the rough "spam score" (low/mid/high) and spam guess (true/false)
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let users: Vec<(&UserId, &UserData, f32, ApproxScore, bool)> =
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users.into_iter()
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.map(|(id, u, score)| (id, u, score, approx_score(score), score >= GUESS_SPAM_THRESHOLD))
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.collect();
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let users_count = db.users.len();
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let classified_count = db.is_spam.len();
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let mut context = tera::Context::new();
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context.insert("spam_threshold", &GUESS_SPAM_THRESHOLD);
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context.insert("legit_threshold", &GUESS_LEGIT_THRESHOLD);
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context.insert("users", &users);
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context.insert(
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"unclassified_users_count",
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@ -168,8 +209,7 @@ async fn index(data: web::Data<AppState>, q: web::Query<SortSetting>) -> impl Re
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HttpResponse::Ok().body(page)
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}
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#[post("/")]
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async fn apply(data: web::Data<AppState>, req: web::Form<HashMap<i64, String>>) -> impl Responder {
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async fn post_classified(data: web::Data<AppState>, req: web::Form<HashMap<i64, String>>, overwrite: bool, redirect: &str) -> impl Responder {
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eprintln!("POST /");
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let db = &mut data.db.lock().unwrap();
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@ -180,18 +220,56 @@ async fn apply(data: web::Data<AppState>, req: web::Form<HashMap<i64, String>>)
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.map(|(id, classification)| (UserId(*id), classification == "spam"))
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.collect();
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set_spam(db, classifier, &updates);
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set_spam(db, classifier, &updates, overwrite);
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db.store_to_path(Path::new("db.json")).unwrap(); // FIXME
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classifier
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.save(&mut File::create(Path::new("model.json")).unwrap(), false)
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.unwrap(); // FIXME
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eprintln!("done");
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HttpResponse::SeeOther()
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.insert_header(("Location", ""))
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.insert_header(("Location", redirect))
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.finish()
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}
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#[post("/")]
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async fn post_classified_index(data: web::Data<AppState>, req: web::Form<HashMap<i64, String>>) -> impl Responder {
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post_classified(data, req, false, "/").await
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}
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#[post("/classified")]
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async fn post_classified_edit(data: web::Data<AppState>, req: web::Form<HashMap<i64, String>>) -> impl Responder {
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post_classified(data, req, true, "/classified").await
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}
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#[get("/classified")]
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async fn classified(data: web::Data<AppState>, _q: web::Query<SortSetting>) -> impl Responder {
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eprintln!("GET /classified");
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let db = &data.db.lock().unwrap();
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let mut users: Vec<(&UserId, &UserData, f32, bool)> = db
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.classified_users()
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.into_iter()
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.map(|(id, u, s)| (id, u, *db.score.get(id).unwrap(), s))
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.collect();
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// sort "spam first"
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users.sort_by_key(|(_, _, score, _)| 1000 - (score * 1000.) as u64);
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let users: Vec<_> =
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users.into_iter()
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.map(|(id, u, score, is_spam)| (id, u, score, approx_score(score), is_spam))
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.collect();
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let mut context = tera::Context::new();
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context.insert("users", &users);
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eprintln!("rendering template...");
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let page = TEMPLATES.render("classified.html", &context).unwrap();
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eprintln!("done");
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HttpResponse::Ok().body(page)
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}
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#[actix_web::main]
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async fn main() -> std::io::Result<()> {
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eprintln!("Eval templates");
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@ -219,7 +297,9 @@ async fn main() -> std::io::Result<()> {
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.service(actix_files::Files::new("/static/", "./static"))
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.app_data(st.clone())
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.service(index)
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.service(apply)
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.service(classified)
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.service(post_classified_index)
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.service(post_classified_edit)
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})
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.bind(("127.0.0.1", 8080))?
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.run()
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85
static/style.css
Normal file
85
static/style.css
Normal file
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@ -0,0 +1,85 @@
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.main {
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display: flex;
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flex-direction: column;
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gap: 30px;
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align-items: center;
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}
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.users {
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display: flex;
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flex-direction: column;
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gap: 15px;
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}
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.user {
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display: flex;
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flex-direction: row;
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gap: 10px;
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align-items: center;
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border: 1px dotted #000;
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padding: 3px 8px 3px 8px;
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margin: 3px;
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}
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.user-card {
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display: flex;
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flex-direction: column;
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}
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.user-name {
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display: flex;
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flex-direction: row;
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flex-wrap: wrap;
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gap: 10px;
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}
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.user-info {
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display: flex;
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flex-direction: row;
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flex-wrap: wrap;
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gap: 10px;
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}
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.user-classification {
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display: flex;
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flex-direction: column;
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gap: 3px;
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}
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input.radio-classify {
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display: none;
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}
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input.radio-classify + label {
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border: 1px solid #000;
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padding: 2px;
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text-align: center;
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}
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input.radio-spam:checked + label {
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border: 1px solid #d00400;
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background: #d00400;
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color: #fff;
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}
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input.radio-legit:checked + label {
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border: 1px solid #048e02;
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background: #048e02;
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color: #fff;
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}
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.score {
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padding-left: 3px;
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padding-right: 3px;
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width: 2.8em;
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text-align: center;
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flex-grow: 0;
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flex-shrink: 0;
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}
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.score-High {
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background: #ff696b;
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}
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.score-Mid {
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background: #ffa769;
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}
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.score-Low {
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background: #5fd770;
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}
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16
templates/base.html
Normal file
16
templates/base.html
Normal file
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@ -0,0 +1,16 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
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<meta http-equiv="x-ua-compatible" content="ie=edge" />
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<link rel="stylesheet" type="text/css" href="static/style.css" />
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<title>{% block title %}{% endblock title %} - Forgejo Spam Admin</title>
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</head>
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<body>
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<div class="main">
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{% block content %}
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{% endblock content %}
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</div>
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</body>
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</html>
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29
templates/classified.html
Normal file
29
templates/classified.html
Normal file
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{% import "ui.html" as ui %}
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{% extends "base.html" %}
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{% block title %}Classified{% endblock title %}
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{% block content %}
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<div>
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Editing classified users
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</div>
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<div>
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<a href="/">Home</a>
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</div>
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<form method="post">
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<div class="users">
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{% for user_data in users %}
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{{ ui::user_card(
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user_id=user_data[0],
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user=user_data[1],
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score=user_data[2],
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score_approx=user_data[3],
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is_spam=user_data[4]
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) }}
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{% endfor %}
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</div>
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<input type="submit" value="Apply" class="button" style="width: 200px; height: 30px"/>
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</form>
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{% endblock content %}
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@ -1,170 +1,35 @@
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{% import "macros.html" as macros %}
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
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<meta http-equiv="x-ua-compatible" content="ie=edge" />
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<title>Forgejo Spam Admin</title>
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</head>
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<style>
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.main {
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display: flex;
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flex-direction: column;
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gap: 30px;
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align-items: center;
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}
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.users {
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display: flex;
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flex-direction: column;
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gap: 15px;
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}
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.user {
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display: flex;
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flex-direction: row;
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gap: 10px;
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align-items: center;
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border: 1px dotted #000;
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padding: 3px 8px 3px 8px;
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margin: 3px;
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}
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.user-card {
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display: flex;
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flex-direction: column;
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}
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.user-name {
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display: flex;
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flex-direction: row;
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flex-wrap: wrap;
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gap: 10px;
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}
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{% import "ui.html" as ui %}
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{% extends "base.html" %}
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{% block title %}Home{% endblock title %}
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.user-info {
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display: flex;
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flex-direction: row;
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flex-wrap: wrap;
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gap: 10px;
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}
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.user-classification {
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display: flex;
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flex-direction: column;
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gap: 3px;
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}
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input.radio-classify {
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display: none;
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}
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input.radio-classify + label {
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border: 1px solid #000;
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padding: 2px;
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text-align: center;
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}
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input.radio-spam:checked + label {
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border: 1px solid #d00400;
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background: #d00400;
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color: #fff;
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}
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input.radio-legit:checked + label {
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border: 1px solid #048e02;
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background: #048e02;
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color: #fff;
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}
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.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;
|
||||
}
|
||||
</style>
|
||||
<body>
|
||||
<div class="main">
|
||||
{% block content %}
|
||||
<div class="stats">
|
||||
Users: unclassified: {{unclassified_users_count}} | total: {{total_users_count}}
|
||||
</div>
|
||||
|
||||
<div>
|
||||
<a href="/classified">Edit classified users</a>
|
||||
</div>
|
||||
|
||||
<div class="sort-options">
|
||||
<a href="/?sort=spam">Sort: Spam first</a> |
|
||||
<a href="/?sort=legit">Sort: Legit first</a> |
|
||||
<a href="/?sort=random">Sort: Random</a>
|
||||
</div>
|
||||
|
||||
<form method="post">
|
||||
<div class="users">
|
||||
{% 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] %}
|
||||
<div class="user">
|
||||
<div class="user-classification">
|
||||
<input type="radio" name="{{user_id}}" id="{{user_id}}-spam" value="spam"
|
||||
class="radio-classify radio-spam"
|
||||
{% if score >= 0.8 %}checked{% endif %}
|
||||
/>
|
||||
<label for="{{user_id}}-spam">Spam</label>
|
||||
<input type="radio" name="{{user_id}}" id="{{user_id}}-legit" value="legit"
|
||||
class="radio-classify radio-legit"
|
||||
{% if score < 0.8 %}checked{% endif %}
|
||||
/>
|
||||
<label for="{{user_id}}-legit">Legit</label>
|
||||
</div>
|
||||
<div class="score
|
||||
{% if score >= spam_threshold %} score-high {% endif %}
|
||||
{% if score < spam_threshold and score > legit_threshold %} score-mid {% endif %}
|
||||
{% if score <= legit_threshold %} score-low {% endif %}
|
||||
">
|
||||
{{ score | round(precision=2) }}
|
||||
</div>
|
||||
<div class="user-card">
|
||||
<div class="user-name">
|
||||
<div><strong><a href="https://git.deuxfleurs.fr/{{user.login}}">{{ user.login }}</a></strong></div>
|
||||
{%- if user.full_name %}<div><strong>({{ user.full_name }})</strong></div>{% endif -%}
|
||||
</div>
|
||||
<div class="user-info">
|
||||
{%- if user.location %}<div>[L] {{ user.location }}</div>{% endif -%}
|
||||
{%- if user.website %}<div>[W] {{ user.website }}</div>{% endif -%}
|
||||
</div>
|
||||
{%- if user.description %}<div>[D] {{ user.description }}</div>{% endif -%}
|
||||
{%- if user.repos | length > 0 %}
|
||||
<div class="user-repos">
|
||||
<div>Repositories:</div>
|
||||
{% for repo in user.repos %}
|
||||
<div>{{ macros::compact(name=repo[1].name, desc=repo[1].description) }}</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
{% endif -%}
|
||||
{%- if user.issues | length > 0 %}
|
||||
<div class="user-issues">
|
||||
<div>Issues:</div>
|
||||
{% for issue in user.issues %}
|
||||
<div>{{ macros::compact(name=issue[1].title, desc=issue[1].body) }}</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
{% endif -%}
|
||||
</div>
|
||||
</div>
|
||||
{% 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 %}
|
||||
|
||||
</div>
|
||||
|
||||
<input type="submit" value="Apply" class="button" style="width: 200px; height: 30px"/>
|
||||
</form>
|
||||
</div>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
{% endblock content %}
|
||||
|
|
|
|||
48
templates/ui.html
Normal file
48
templates/ui.html
Normal file
|
|
@ -0,0 +1,48 @@
|
|||
{% import "macros.html" as macros %}
|
||||
|
||||
{% macro user_card(user_id, user, score, score_approx, is_spam) %}
|
||||
<div class="user">
|
||||
<div class="user-classification">
|
||||
<input type="radio" name="{{user_id}}" id="{{user_id}}-spam" value="spam"
|
||||
class="radio-classify radio-spam"
|
||||
{% if is_spam %}checked{% endif %}
|
||||
/>
|
||||
<label for="{{user_id}}-spam">Spam</label>
|
||||
<input type="radio" name="{{user_id}}" id="{{user_id}}-legit" value="legit"
|
||||
class="radio-classify radio-legit"
|
||||
{% if not is_spam %}checked{% endif %}
|
||||
/>
|
||||
<label for="{{user_id}}-legit">Legit</label>
|
||||
</div>
|
||||
<div class="score score-{{score_approx}}">
|
||||
{{ score | round(precision=2) }}
|
||||
</div>
|
||||
<div class="user-card">
|
||||
<div class="user-name">
|
||||
<div><strong><a href="https://git.deuxfleurs.fr/{{user.login}}">{{ user.login }}</a></strong></div>
|
||||
{%- if user.full_name %}<div><strong>({{ user.full_name }})</strong></div>{% endif -%}
|
||||
</div>
|
||||
<div class="user-info">
|
||||
{%- if user.location %}<div>[L] {{ user.location }}</div>{% endif -%}
|
||||
{%- if user.website %}<div>[W] {{ user.website }}</div>{% endif -%}
|
||||
</div>
|
||||
{%- if user.description %}<div>[D] {{ user.description }}</div>{% endif -%}
|
||||
{%- if user.repos | length > 0 %}
|
||||
<div class="user-repos">
|
||||
<div>Repositories:</div>
|
||||
{% for repo in user.repos %}
|
||||
<div>{{ macros::compact(name=repo[1].name, desc=repo[1].description) }}</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
{% endif -%}
|
||||
{%- if user.issues | length > 0 %}
|
||||
<div class="user-issues">
|
||||
<div>Issues:</div>
|
||||
{% for issue in user.issues %}
|
||||
<div>{{ macros::compact(name=issue[1].title, desc=issue[1].body) }}</div>
|
||||
{% endfor %}
|
||||
</div>
|
||||
{% endif -%}
|
||||
</div>
|
||||
</div>
|
||||
{% endmacro user_card %}
|
||||
Loading…
Reference in a new issue