commit e4e8908788bb3b699d04a4c358ae93bb8a530d56
Author: Natty <natty.sh.git@gmail.com>
Date:   Thu Mar 28 21:09:45 2024 +0100

    Initial commit

diff --git a/.gitignore b/.gitignore
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+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32b752e52a2da0ddfbdbcc6fceadfeede4c939ed16d13e648833a61dfb611ed8"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
+
+[[package]]
+name = "zerocopy"
+version = "0.7.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74d4d3961e53fa4c9a25a8637fc2bfaf2595b3d3ae34875568a5cf64787716be"
+dependencies = [
+ "zerocopy-derive",
+]
+
+[[package]]
+name = "zerocopy-derive"
+version = "0.7.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ce1b18ccd8e73a9321186f97e46f9f04b778851177567b1975109d26a08d2a6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.55",
+]
+
+[[package]]
+name = "zeroize"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "525b4ec142c6b68a2d10f01f7bbf6755599ca3f81ea53b8431b7dd348f5fdb2d"
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..eb87f72
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,19 @@
+[package]
+name = "mag-markov"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+chrono = { version = "0.4", features = ["serde"] }
+dotenvy = "0.15"
+futures = "0.3"
+indicatif = { version = "0.17", features = ["futures"] }
+sprs = { version = "0.11", features = ["serde"] }
+sqlx = { version = "0.7", features = ["runtime-tokio", "postgres", "chrono"] }
+rand = "0.8"
+reqwest = { version = "0.12", features = ["json"] }
+regex = "1.10"
+serde_json = "1"
+serde = { version = "1", features = ["derive"] }
+rmp-serde = "1.1"
+tokio = { version = "1.36", features = ["full"] }
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 0000000..1ad66cf
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,271 @@
+use std::{collections::HashMap, fs::File, path::Path, time::Duration};
+
+use chrono::{DateTime, TimeZone, Utc};
+use futures::TryStreamExt;
+use indicatif::ProgressBar;
+use rand::distributions::{Distribution, WeightedIndex};
+use regex::Regex;
+use reqwest::{header, ClientBuilder, RequestBuilder, Response};
+use serde::{Deserialize, Serialize};
+use serde_json::{json, Value};
+use sprs::{CsMat, TriMat};
+use sqlx::postgres::PgPoolOptions;
+
+#[derive(Clone, Copy, Debug, Hash, PartialEq, Eq, PartialOrd, Ord)]
+enum MarkovItem {
+    Start,
+    Stop,
+    Token(u32),
+}
+
+impl MarkovItem {
+    fn index(self) -> usize {
+        match self {
+            MarkovItem::Start => 0,
+            MarkovItem::Stop => 1,
+            MarkovItem::Token(idx) => idx as usize + 2,
+        }
+    }
+
+    fn required_matrix_size(items: u32) -> usize {
+        items as usize + 2
+    }
+
+    fn from_usize(ind: usize) -> Self {
+        match ind {
+            0 => MarkovItem::Start,
+            1 => MarkovItem::Stop,
+            x => MarkovItem::Token(x.checked_sub(2).unwrap() as u32),
+        }
+    }
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+struct State {
+    matrix: CsMat<u32>,
+    mappings: HashMap<u32, String>,
+    reverse_mappings: HashMap<String, u32>,
+    fetched_up_to: Option<DateTime<Utc>>,
+}
+
+impl State {
+    fn new() -> Self {
+        let mut tri_mat = TriMat::new((2, 2));
+        tri_mat.add_triplet(MarkovItem::Start.index(), MarkovItem::Stop.index(), 1);
+
+        State {
+            matrix: tri_mat.to_csr(),
+            mappings: HashMap::new(),
+            reverse_mappings: HashMap::new(),
+            fetched_up_to: None,
+        }
+    }
+
+    fn generate(&self) -> String {
+        let mut rand = rand::thread_rng();
+        let mut attempts = 0;
+
+        loop {
+            let mut idx = MarkovItem::Start;
+            let mut tokens = Vec::new();
+            loop {
+                if matches!(idx, MarkovItem::Stop) {
+                    break;
+                }
+
+                let weights = WeightedIndex::new(
+                    (0..self.matrix.cols())
+                        .map(|j| self.matrix.get(idx.index(), j).copied().unwrap_or_default()),
+                )
+                .expect("Weighted index failed to create");
+
+                idx = MarkovItem::from_usize(weights.sample(&mut rand));
+
+                if let MarkovItem::Token(ti) = idx {
+                    tokens.push(
+                        self.mappings
+                            .get(&ti)
+                            .expect("Item should be present in the mappings map")
+                            .clone(),
+                    )
+                }
+            }
+
+            if (tokens.is_empty() || tokens.join(" ").trim().is_empty()) && attempts < 10 {
+                attempts += 1;
+                continue;
+            }
+
+            break tokens.join(" ").replace('@', "@\u{200b}");
+        }
+    }
+
+    fn insert(&mut self, (tok1, tok2): (Option<&str>, Option<&str>)) {
+        let item1 = match tok1 {
+            None => MarkovItem::Start,
+            Some(t) => match self.reverse_mappings.get(t) {
+                Some(i) => MarkovItem::Token(*i),
+                None => {
+                    let new_idx = self.reverse_mappings.len() as u32;
+                    self.reverse_mappings.insert(t.to_owned(), new_idx);
+                    self.mappings.insert(new_idx, t.to_owned());
+
+                    MarkovItem::Token(new_idx)
+                }
+            },
+        };
+
+        let item2 = match tok2 {
+            None => MarkovItem::Stop,
+            Some(t) => match self.reverse_mappings.get(t) {
+                Some(i) => MarkovItem::Token(*i),
+                None => {
+                    let new_idx = self.reverse_mappings.len() as u32;
+                    self.reverse_mappings.insert(t.to_owned(), new_idx);
+                    self.mappings.insert(new_idx, t.to_owned());
+
+                    MarkovItem::Token(new_idx)
+                }
+            },
+        };
+
+        let mut item_value = 10;
+
+        if matches!(item1, MarkovItem::Start) && matches!(tok2, Some(val) if val.starts_with('@')) {
+            item_value /= 3;
+        }
+
+        if tok2.is_none() {
+            item_value -= 2;
+        }
+
+        if let Some(item) = self.matrix.get_mut(item1.index(), item2.index()) {
+            *item += item_value;
+        } else {
+            self.matrix.insert(item1.index(), item2.index(), item_value)
+        }
+    }
+
+    fn insert_tokens(&mut self, input: &str) {
+        let input = input.trim();
+        // Remove quotes
+        let input = Regex::new(r"> ?.+")
+            .unwrap()
+            .replace_all(input, "")
+            .to_string();
+
+        let regex = Regex::new(r"\s+").unwrap();
+
+        let nasty_words = vec![
+            "hitler",
+            "natsura",
+            "eve@snug",
+            "lustlion",
+            "abuse",
+            "pedophi",
+            "murder",
+            "transpho",
+            "holocaust",
+            "cpluspatch",
+            "umbrellix",
+            "sachi",
+            "heonkey",
+        ];
+
+        if nasty_words.iter().any(|w| input.to_lowercase().contains(w)) {
+            return;
+        }
+
+        let mut last = None;
+        for tok in regex.split(&input) {
+            self.insert((last, Some(tok)));
+            last = Some(tok);
+        }
+        self.insert((last, None));
+    }
+}
+
+#[tokio::main]
+async fn main() {
+    dotenvy::dotenv().ok();
+    let token = std::env::var("TOKEN").expect("token");
+
+    let path = Path::new("state.msg");
+
+    let progress = ProgressBar::new_spinner();
+
+    let mut state = if path.is_file() {
+        let file = File::open(path).unwrap();
+        progress.set_message("Loading data...");
+        rmp_serde::decode::from_read::<_, State>(progress.wrap_read(file)).unwrap()
+    } else {
+        State::new()
+    };
+    progress.disable_steady_tick();
+
+    let pool = PgPoolOptions::new()
+        .connect(std::env::var("DATABASE_URL").as_deref().unwrap())
+        .await
+        .unwrap();
+
+    let note_time_min = state
+        .fetched_up_to
+        .unwrap_or(Utc.with_ymd_and_hms(2010, 1, 1, 12, 0, 0).unwrap());
+
+    progress.set_message("Fetching notes...");
+    let text_stream = sqlx::query!(
+        r#"SELECT text, "createdAt" 
+        FROM note
+        WHERE "note"."userId" = $1 
+            AND "note"."createdAt" > $2 
+            AND "note"."visibility" IN ('public', 'home') 
+            AND ("note"."cw" IS NULL OR LOWER("note"."cw") IN ('', 'gay', 'cursed', 'what', 'shitpost', 'no', 'natty what', 'natty what the fuck'))"#,
+        "9awy7u3l76",
+        note_time_min
+    )
+    .fetch(&pool);
+
+    let mut stream = progress.wrap_stream(text_stream);
+    let mut cnt = 0;
+    while let Ok(Some(item)) = stream.try_next().await.map_err(|e| {
+        eprintln!("Error fetching: {}", e);
+        e
+    }) {
+        state.fetched_up_to = Some(item.createdAt);
+        state.insert_tokens(item.text.as_deref().unwrap_or_default());
+        progress.set_message(item.text.unwrap_or_default().clone());
+        cnt += 1;
+        progress.tick();
+        progress.set_length(cnt);
+    }
+
+    let file = File::create(path).unwrap();
+    progress.set_message("Saving data...");
+    rmp_serde::encode::write(&mut progress.wrap_write(file), &state).unwrap();
+
+    let mut timer = tokio::time::interval(Duration::from_secs(600));
+
+    loop {
+        timer.tick().await;
+
+        let text = state.generate();
+        println!("Generated: {:?}", text);
+
+        let client = ClientBuilder::new().https_only(true).build().unwrap();
+        match client
+            .post("https://astolfo.social/api/notes/create")
+            .json(&serde_json::json!({
+                "text": text,
+                "poll": Option::<()>::None,
+                "cw": "Automated Markov-Natty post",
+                "visibility": "home"
+            }))
+            .header(header::AUTHORIZATION, &format!("Bearer {}", token))
+            .send()
+            .await
+        {
+            Err(e) => eprintln!("Fetch error: {}", e),
+            Ok(r) => println!("Response: {:#?}", r.json::<Value>().await),
+        }
+    }
+}