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["derive"] } +humansize = "2.1.3" +image = { version = "0.25.5", default-features = false, features = [ + "webp", + "jpeg", + "gif", + "bmp", + "png", +] } +image_hasher = "2.0.0" +log = "0.4.22" +pretty_env_logger = "0.5.0" +rusqlite = { version = "0.32.1", features = [ + "vtab", + "modern_sqlite", + "load_extension", + "bundled", + "array", +] } +sqlite-vec = "0.1.5" +teloxide = { version = "0.13.0", features = ["macros"] } +tokio = { version = "1.41.1", features = ["macros", "rt-multi-thread"] } +tokio-rusqlite = "0.6.0" +zerocopy = "0.8.10" diff --git a/fixtures/1060-536x354-blur_2.jpg b/fixtures/1060-536x354-blur_2.jpg new file mode 100644 index 0000000..c4c2633 Binary files /dev/null and b/fixtures/1060-536x354-blur_2.jpg differ diff --git a/fixtures/1081-536x354.jpg b/fixtures/1081-536x354.jpg new file mode 100644 index 0000000..b34a542 Binary files /dev/null and b/fixtures/1081-536x354.jpg differ diff --git a/fixtures/237-536x354.jpg b/fixtures/237-536x354.jpg new file mode 100644 index 0000000..717e3b7 Binary files /dev/null and b/fixtures/237-536x354.jpg differ diff --git a/fixtures/237-536x354_low_quality.jpg b/fixtures/237-536x354_low_quality.jpg new file mode 100644 index 0000000..4e786ff Binary files /dev/null and b/fixtures/237-536x354_low_quality.jpg differ diff --git a/fixtures/237-536x354_missing_chunk.png b/fixtures/237-536x354_missing_chunk.png new file mode 100644 index 0000000..1b98bb7 Binary files /dev/null and b/fixtures/237-536x354_missing_chunk.png differ diff --git a/fixtures/866-536x354.jpg b/fixtures/866-536x354.jpg new file mode 100644 index 0000000..b503bce Binary files /dev/null and b/fixtures/866-536x354.jpg differ diff --git a/src/async_error.rs b/src/async_error.rs new file mode 100644 index 0000000..e4abffe --- /dev/null +++ b/src/async_error.rs @@ -0,0 +1 @@ +pub type AsyncError = Box; diff --git a/src/db.rs b/src/db.rs new file mode 100644 index 0000000..3019753 --- /dev/null +++ b/src/db.rs @@ -0,0 +1,286 @@ +use rusqlite::{ffi::sqlite3_auto_extension, params}; +use sqlite_vec::sqlite3_vec_init; +use teloxide::types::{ChatId, MessageId, UserId}; +use tokio_rusqlite::Connection; + +use crate::{ + async_error::AsyncError, + media_hash::{MediaHash, HASH_SIZE}, + sql_types::MediaId, +}; + +#[derive(Clone)] +pub struct Db { + connection: Connection, +} + +#[derive(Debug)] +pub struct SearchChatMessagesResult { + pub chat_id: ChatId, + pub message_id: MessageId, + pub media_id: MediaId, + pub distance: f32, +} + +impl Db { + pub async fn insert_chat_message( + &self, + chat_id: ChatId, + message_id: MessageId, + media_hash: MediaHash, + ) -> Result { + Ok(self + .connection + .call(move |conn| { + let now = chrono::Utc::now().timestamp(); + conn.execute( + "INSERT INTO medias (media_hash) VALUES (vec_normalize(?))", + params![media_hash], + )?; + let media_id = conn.query_row("SELECT last_insert_rowid()", [], |row| { + Ok(MediaId(row.get(0)?)) + })?; + conn.execute( + "INSERT INTO chat_posts (chat_id, message_id, media_id, created_at) VALUES (?, ?, ?, ?)", + params![chat_id.0, message_id.0, media_id.0, now], + )?; + Ok(media_id) + }) + .await?) + } + + pub async fn insert_channel_ownership( + &self, + owner_user_id: UserId, + chat_id: ChatId, + ) -> Result<(), AsyncError> { + self.connection + .call(move |conn| { + Ok(conn.execute( + "INSERT INTO channel_ownerships (owner_user_id, chat_id) VALUES (?, ?)", + params![owner_user_id.0, chat_id.0], + )?) + }) + .await?; + Ok(()) + } + + pub async fn delete_channel_ownership( + &self, + owner_user_id: UserId, + chat_id: ChatId, + ) -> Result<(), AsyncError> { + self.connection + .call(move |conn| { + Ok(conn.execute( + "DELETE FROM channel_ownerships WHERE owner_user_id = ? AND chat_id = ?", + params![owner_user_id.0, chat_id.0], + )?) + }) + .await?; + Ok(()) + } + + pub async fn print_info(&self) -> Result<(), AsyncError> { + let vec_version = self + .connection + .call(|conn| { + let version = + conn.query_row("select vec_version()", [], |row| row.get::<_, String>(0))?; + Ok(version) + }) + .await?; + + log::info!("sqlite_vec version: {}", vec_version); + Ok(()) + } + + pub async fn search_chat_messages( + &self, + media_hash: MediaHash, + chat_owner_id: UserId, + limit: u32, + max_distance: f32, + ) -> Result, AsyncError> { + Ok(self + .connection + .call(move |conn| { + let mut posts_stmt = conn.prepare( + " + WITH m AS ( + SELECT id, distance FROM medias + WHERE media_hash match vec_normalize(?) + ORDER BY distance + LIMIT ? + ) + SELECT DISTINCT + cp.chat_id, + cp.message_id, + cp.media_id, + m.distance + FROM chat_posts cp + LEFT JOIN channel_ownerships co ON cp.chat_id = co.chat_id + LEFT JOIN m ON cp.media_id = m.id + WHERE co.owner_user_id = ? + AND m.distance < ? + ORDER BY m.distance + ", + )?; + + let rows = posts_stmt.query_map( + params![media_hash, limit, chat_owner_id.0, max_distance], + |row| { + Ok(SearchChatMessagesResult { + chat_id: ChatId(row.get(0)?), + message_id: MessageId(row.get(1)?), + media_id: MediaId(row.get(2)?), + distance: row.get(3)?, // distance + }) + }, + )?; + + Ok(rows.collect::, _>>()?) + }) + .await?) + } +} + +pub async fn get_db(db_path: &str) -> Result { + // initialize sqlite_vec extension + unsafe { + sqlite3_auto_extension(Some(std::mem::transmute(sqlite3_vec_init as *const ()))); + } + + let connection = Connection::open(db_path).await?; + migrate(&connection).await?; + Ok(Db { connection }) +} + +async fn migrate(connection: &Connection) -> Result<(), AsyncError> { + connection + .call(|conn| { + conn.execute( + &format!( + "CREATE VIRTUAL TABLE IF NOT EXISTS medias USING vec0 ( + id INTEGER PRIMARY KEY, + media_hash float32[{}] + )", + HASH_SIZE + ), + [], + )?; + + conn.execute( + concat!( + "CREATE TABLE IF NOT EXISTS chat_posts ( + chat_id INTEGER NOT NULL, + message_id INTEGER NOT NULL, + media_id INTEGER NOT NULL, + created_at INTEGER NOT NULL + )" + ), + [], + )?; + + conn.execute( + concat!( + "CREATE INDEX IF NOT EXISTS channel_posts_idx_1 ", + "ON chat_posts (chat_id, media_id)" + ), + [], + )?; + + conn.execute( + concat!( + "CREATE INDEX IF NOT EXISTS channel_posts_idx_2 ", + "ON chat_posts (media_id, chat_id)" + ), + [], + )?; + + conn.execute( + "CREATE TABLE IF NOT EXISTS channels ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + chat_id INTEGER NOT NULL + )", + [], + )?; + + conn.execute( + "CREATE TABLE IF NOT EXISTS channel_ownerships ( + owner_user_id INTEGER NOT NULL, + chat_id INTEGER NOT NULL + )", + [], + )?; + + conn.execute( + concat!( + "CREATE INDEX IF NOT EXISTS channel_ownerships_idx_1 ", + "ON channel_ownerships (owner_user_id, chat_id)" + ), + [], + )?; + + Ok(()) + }) + .await?; + Ok(()) +} + +#[cfg(test)] +mod tests { + use super::*; + use std::path::Path; + + #[tokio::test] + async fn test_insert_media_hash() -> Result<(), AsyncError> { + let db = get_db(":memory:").await?; + let media_hash = + MediaHash::from_file(Path::new("fixtures/237-536x354_low_quality.jpg")).await?; + let media_id = db + .insert_chat_message(ChatId(1), MessageId(1), media_hash) + .await?; + assert_eq!(media_id, MediaId(1)); + Ok(()) + } + + #[tokio::test] + async fn test_search_media_hashes() -> Result<(), AsyncError> { + let db = get_db(":memory:").await?; + db.insert_channel_ownership(UserId(1), ChatId(1)).await?; + db.insert_channel_ownership(UserId(1), ChatId(2)).await?; + + let hash1 = MediaHash::from_file(Path::new("fixtures/237-536x354.jpg")).await?; + let hash2 = MediaHash::from_file(Path::new("fixtures/237-536x354_low_quality.jpg")).await?; + let hash3 = + MediaHash::from_file(Path::new("fixtures/237-536x354_missing_chunk.png")).await?; + let hash4 = MediaHash::from_file(Path::new("fixtures/866-536x354.jpg")).await?; + + let media_ids = [ + db.insert_chat_message(ChatId(1), MessageId(1), hash1.clone()) + .await?, + db.insert_chat_message(ChatId(4), MessageId(1), hash1.clone()) + .await?, + db.insert_chat_message(ChatId(2), MessageId(1), hash2.clone()) + .await?, + db.insert_chat_message(ChatId(2), MessageId(2), hash3.clone()) + .await?, + db.insert_chat_message(ChatId(2), MessageId(3), hash4.clone()) + .await?, + ]; + + let results = db + .search_chat_messages(hash1.clone(), UserId(1), 10, 1.0) + .await?; + + println!("{:#?}", results); + + assert_eq!( + results.iter().map(|r| r.media_id).collect::>(), + vec![media_ids[0], media_ids[2], media_ids[3]] + ); + + Ok(()) + } +} diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..485e533 --- /dev/null +++ b/src/main.rs @@ -0,0 +1,169 @@ +mod async_error; +mod db; +mod media_hash; +mod sql_types; + +use async_error::AsyncError; +use clap::Parser as _; +use db::{get_db, Db}; +use media_hash::MediaHash; +use teloxide::{ + dispatching::UpdateFilterExt, + net::Download as _, + prelude::*, + types::{Chat, ChatMemberStatus, MediaKind, MessageCommon, MessageKind}, +}; + +#[derive(clap::Parser)] +struct CommandLineArgs { + /// Path to the database file + #[clap(short, long)] + db_path: String, +} + +#[tokio::main] +async fn main() -> Result<(), AsyncError> { + let args = CommandLineArgs::parse(); + + pretty_env_logger::init(); + log::info!("Starting bot"); + + // open up the database + let db = get_db(&args.db_path).await?; + db.print_info().await?; + + let bot = Bot::from_env(); + + let handler = dptree::entry() + .branch(Update::filter_my_chat_member().endpoint(handle_bot_status_change)) + .branch(Update::filter_channel_post().endpoint(handle_channel_message)) + .branch(Update::filter_message().endpoint(handle_direct_message)); + + log::info!("Starting dispatcher"); + Dispatcher::builder(bot, handler) + .enable_ctrlc_handler() + .dependencies(dptree::deps![db]) + .build() + .dispatch() + .await; + Ok(()) +} + +fn chat_name(chat: &Chat) -> &str { + chat.username().or(chat.title()).unwrap_or("") +} + +async fn handle_bot_status_change(updated: ChatMemberUpdated, db: Db) -> Result<(), AsyncError> { + let status = updated.new_chat_member.status(); + let by_user = updated.from.id; + let chat_id = updated.chat.id; + log::info!( + "Bot status in Chat({}) changed by User({}) to {:?}", + chat_id, + by_user, + status + ); + match status { + ChatMemberStatus::Administrator => { + log::info!( + "Bot is now an administrator of Chat({}, {})", + chat_id, + chat_name(&updated.chat) + ); + db.insert_channel_ownership(by_user, chat_id).await?; + } + ChatMemberStatus::Left => { + log::info!( + "Bot is no longer in Chat({}, {})", + chat_id, + chat_name(&updated.chat) + ); + db.delete_channel_ownership(by_user, chat_id).await?; + } + _ => {} + } + Ok(()) +} + +async fn handle_direct_message(bot: Bot, message: Message, db: Db) -> Result<(), AsyncError> { + let from_user = message.from.clone().ok_or("No sender in direct message")?; + log::info!( + "Got direct message from User({}, {}): {}", + from_user.id, + from_user.username.as_deref().unwrap_or(""), + message.text().unwrap_or("") + ); + + let media_hash = download_message_photo(&bot, &message).await?; + if let Some(media_hash) = media_hash { + let results = db + .search_chat_messages(media_hash, from_user.id, 1, 1.0) + .await?; + + log::info!("Found {} similar medias", results.len()); + + bot.send_message( + message.chat.id, + format!("Found {} similar medias", results.len()), + ) + .await?; + + for result in results { + log::info!(" {:?}", result); + + bot.forward_message(message.chat.id, result.chat_id, result.message_id) + .await?; + } + } + + Ok(()) +} + +async fn handle_channel_message(bot: Bot, message: Message, db: Db) -> Result<(), AsyncError> { + let chat_id = message.chat.id; + let media_hash = match download_message_photo(&bot, &message).await? { + Some(media_hash) => media_hash, + None => return Ok(()), + }; + + let media_id = db + .insert_chat_message(chat_id, message.id, media_hash) + .await?; + + log::info!("Inserted message: {:?}", media_id); + + Ok(()) +} + +async fn download_message_photo( + bot: &Bot, + message: &Message, +) -> Result, AsyncError> { + let photo = match &message.kind { + MessageKind::Common(MessageCommon { + media_kind: MediaKind::Photo(photo), + .. + }) => { + let photo = match photo.photo.iter().max_by_key(|p| p.file.size) { + Some(photo) => photo, + None => { + log::info!("No photo found in message"); + return Ok(None); + } + }; + + photo + } + _ => return Ok(None), + }; + + log::info!("Downloading photo {}...", photo.file.id,); + let file_path = bot.get_file(&photo.file.id).await?.path; + let mut dst = Vec::new(); + bot.download_file(&file_path, &mut dst).await?; + log::info!( + "Downloaded {}.", + humansize::format_size(dst.len(), humansize::BINARY) + ); + Ok(Some(MediaHash::from_bytes(&dst)?)) +} diff --git a/src/media_hash.rs b/src/media_hash.rs new file mode 100644 index 0000000..3489834 --- /dev/null +++ b/src/media_hash.rs @@ -0,0 +1,80 @@ +use std::{path::Path, rc::Rc}; + +use rusqlite::{ + types::{FromSql, Value, ValueRef}, + vtab::array::Array, + ToSql, +}; +use tokio_rusqlite::types::ToSqlOutput; +use zerocopy::IntoBytes; + +use crate::async_error::AsyncError; + +pub const HASH_SIZE: usize = 32; +type ImageHash = image_hasher::ImageHash<[u8; HASH_SIZE]>; + +#[derive(Debug, PartialEq, Clone)] +pub struct MediaHash { + hash: ImageHash, + bytes: Vec, +} +impl MediaHash { + pub async fn from_file(path: &Path) -> Result { + let image_bytes = tokio::fs::read(path).await?; + Self::from_bytes(&image_bytes) + } + + pub fn from_bytes(image_bytes: &[u8]) -> Result { + let image = image::load_from_memory(&image_bytes)?; + let num_bits = HASH_SIZE * 8; + let hash_size = (num_bits as f32).sqrt() as u32; + let hasher = image_hasher::HasherConfig::with_bytes_type::<[u8; HASH_SIZE]>() + .hash_size(hash_size, hash_size) + .preproc_dct() + .hash_alg(image_hasher::HashAlg::Blockhash) + .to_hasher(); + let media_hash = hasher.hash_image(&image).try_into()?; + Ok(media_hash) + } + + pub fn distance(&self, other: &Self) -> u32 { + self.hash.dist(&other.hash) + } +} + +impl ToSql for MediaHash { + fn to_sql(&self) -> Result, rusqlite::Error> { + Ok(ToSqlOutput::from(self.bytes.as_bytes())) + } +} + +impl TryFrom for MediaHash { + type Error = AsyncError; + + fn try_from(hash: ImageHash) -> Result { + if hash.as_bytes().len() != HASH_SIZE { + return Err("Invalid hash size".into()); + } + + let bytes = hash + .as_bytes() + .iter() + .map(|b| *b as f32) + .collect::>(); + Ok(MediaHash { hash, bytes }) + } +} + +#[cfg(test)] +mod tests { + use super::*; + + #[tokio::test] + async fn test_hash_media() -> Result<(), AsyncError> { + let hash1 = MediaHash::from_file(Path::new("fixtures/237-536x354_low_quality.jpg")).await?; + let hash2 = MediaHash::from_file(Path::new("fixtures/237-536x354.jpg")).await?; + assert_eq!(hash1, hash2); + + Ok(()) + } +} diff --git a/src/sql_types.rs b/src/sql_types.rs new file mode 100644 index 0000000..9ca36b5 --- /dev/null +++ b/src/sql_types.rs @@ -0,0 +1,2 @@ +#[derive(Debug, PartialEq, Copy, Clone)] +pub struct MediaId(pub i64);