feat: First version

.gitignore

@@ -0,0 +1,4 @@
+.venv
+.sesskey
+target/
+__pycache__/

Cargo.lock

@@ -0,0 +1,261 @@
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+# It is not intended for manual editing.
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Cargo.toml

@@ -0,0 +1,18 @@
+[package]
+name = "othello"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+name = "othello"
+
+crate-type = ["cdylib", "rlib"]
+# crate-type = ["cdylib"]
+
+[dependencies]
+pyo3 = { version = "0.22.2", features = ["extension-module"] }
+bitintr = "0.3.0"
+rand = "0.8.5"
+
+[patch.crates-io]
+bitintr = { git = "https://github.com/finnbear/bitintr", branch = "remove_nightly" }

README.md

@@ -8,4 +8,13 @@ pinned: false
 license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Othello Game
+
+Othello Game implemented in Rust and python.
+
+## Run
+
+```bash
+uv sync
+python fasthtml_ui.py
+```

fasthtml_ui.py

@@ -0,0 +1,134 @@
+from fasthtml.common import (
+    fast_app,
+    Div,
+    serve,
+    Script,
+    Span,
+)
+from othello import Board, AlphaBeta
+
+
+app, rt = fast_app(
+    hdrs=[
+        Script(src="https://cdn.tailwindcss.com"),
+    ],
+    pico=False,
+    ws_hdr=True,
+    live=True,
+)
+board = Board.default()
+bot = AlphaBeta(7)
+
+
+@rt("/")
+def get():
+    state = board.state
+    cells = [make_cell(state.cells[i], i) for i in range(64)]
+
+    return Div(
+        Div(
+            Div(
+                "Black:",
+                make_score(state.black_score, "black-score"),
+                cls="bg-black text-white w-32 h-12 text-center content-center shadow-md",
+            ),
+            Div(make_status(state), cls="content-center"),
+            Div(
+                "White:",
+                make_score(state.white_score, "white-score"),
+                cls="bg-white text-black w-32 h-12 text-center content-center shadow-md",
+            ),
+            cls="mx-auto flex w-[32rem] justify-between",
+        ),
+        Div(
+            *cells,
+            cls="mx-auto mt-5 grid w-[32rem] grid-cols-8 gap-0 bg-green-300",
+            hx_ext="ws",
+            ws_connect="/wscon",
+        ),
+        cls="m-auto max-w-2xl bg-gray-200 p-12 mt-12",
+    )
+
+
+def make_cell(v, pos):
+    stone = None
+    if v == "?":
+        stone = Div(
+            hx_trigger="click",
+            hx_vals=f'{{"pos": {pos}}}',
+            ws_send=True,
+            hx_swap_oob="true",
+            id=f"cell-{pos}",
+            # cls="h-16 w-16 cursor-pointer bg-purple-200 hover:bg-purple-400",
+            cls="mx-2 my-2 h-12 w-12 rounded-full cursor-pointer bg-purple-200 hover:bg-purple-300",
+        )
+    elif v == "B":
+        stone = Div(
+            cls="mx-2 my-2 h-12 w-12 rounded-full bg-black shadow-sm shadow-white"
+        )
+    elif v == "W":
+        stone = Div(
+            cls="mx-2 my-2 h-12 w-12 rounded-full bg-white shadow-sm shadow-black"
+        )
+    return Div(
+        stone,
+        id=f"cell-{pos}",
+        cls="h-16 w-16 border border-sky-100",
+        hx_swap_oob="true",
+    )
+
+
+def make_score(v, id):
+    return Span(v, id=id, hx_swap_oob="true")
+
+
+def make_status(state):
+    status = "Black turn"
+    if state.ended:
+        if state.white_score > state.black_score:
+            status = "White won!"
+        elif state.white_score < state.black_score:
+            status = "Black won!"
+        else:
+            status = "Game draw!"
+    elif state.player == "W":
+        status = "White turn"
+    return Span(status, id="status", hx_swap_oob="true")
+
+
+@app.ws("/wscon")
+async def ws(pos: int, send):
+    # Human
+    state = await move(pos, send)
+    if state.ended:
+        return
+
+    # Bot
+    while True:
+        pos = bot.find_move(board) if state.can_move else -1
+        state = await move(pos, send)
+        if not state.can_move and not state.ended:
+            # Human has no move
+            await move(-1, send)
+        else:
+            break
+
+
+async def move(pos: int, send):
+    prev_state = board.state
+    state = board.make_move(pos) if pos >= 0 else board.pass_move()
+
+    await send(make_cell(state.cells[pos], pos))
+    # await asyncio.sleep(1)
+
+    for i, (c1, c2) in enumerate(zip(prev_state.cells, (state.cells))):
+        if i != pos and c1 != c2:
+            await send(make_cell(c2, i))
+
+    await send(make_score(state.white_score, "white-score"))
+    await send(make_score(state.black_score, "black-score"))
+    await send(make_status(state))
+    return state
+
+
+serve()

pyproject.toml

@@ -0,0 +1,20 @@
+[project]
+name = "othello"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+    "maturin>=1.7.1",
+    "python-fasthtml>=0.4.5",
+]
+dev-dependencies = [
+    "ruff>=0.6.2",
+]
+
+[build-system]
+requires = ["maturin>=1,<2"]
+build-backend = "maturin"
+
+[tool.uv]
+managed = true

src/ai.rs

@@ -0,0 +1,144 @@
+use crate::{bits::BitBoard, board::Board, consts::ALPHA_BETA_SCORES};
+use pyo3::prelude::*;
+use rand::prelude::*;
+
+pub trait AI {
+    fn run(&self, board: &Board) -> usize;
+}
+
+#[pyclass]
+pub struct AlphaBeta {
+    depth: usize,
+}
+
+impl AI for AlphaBeta {
+    fn run(&self, board: &Board) -> usize {
+        let (_, move_) = self.do_search(
+            &mut rand::thread_rng(),
+            &board.board,
+            self.depth,
+            -i32::MAX,
+            i32::MAX,
+        );
+        return move_;
+    }
+}
+
+#[pymethods]
+impl AlphaBeta {
+    #[new]
+    pub fn new(depth: usize) -> Self {
+        Self { depth }
+    }
+
+    fn find_move(&self, board: &Board) -> usize {
+        self.run(board)
+    }
+}
+
+impl AlphaBeta {
+    fn do_search(
+        &self,
+        rng: &mut ThreadRng,
+        board: &BitBoard,
+        depth: usize,
+        mut alpha: i32,
+        beta: i32,
+    ) -> (i32, usize) {
+        if depth == 0 {
+            return (self.evaluate(board), 0);
+        }
+        let mut moves = board.available_moves_list();
+        if moves.is_empty() {
+            let board = board.pass_move();
+            let moves = board.available_moves();
+            if moves == 0 {
+                return (self.final_evaluate(&board), 0);
+            }
+            let (score, _) = self.do_search(rng, &board, depth - 1, -beta, -alpha);
+            return (-score, 0);
+        }
+        moves.shuffle(rng);
+        let mut best_move = moves[0];
+        for move_ in moves {
+            if alpha >= beta {
+                break;
+            }
+            let (score, _) = self.do_search(
+                rng,
+                &board.make_move(move_).unwrap(),
+                depth - 1,
+                -beta,
+                -alpha,
+            );
+            if -score > alpha {
+                alpha = -score;
+                best_move = move_
+            }
+        }
+        (alpha, best_move)
+    }
+
+    fn evaluate(&self, board: &BitBoard) -> i32 {
+        // let (sc1, sc2) = board.count();
+        // if sc1 + sc2 > 54 {
+        //     return 5 * (sc1 - sc2);
+        // }
+        let scorer = |mask: u64| {
+            (0..64)
+                .filter(|i| mask >> i & 1 == 1)
+                .map(|i| ALPHA_BETA_SCORES[i])
+                .sum::<i32>()
+        };
+        let n_moves0 = board.available_moves().count_ones() as i32;
+        let n_moves1 = board.pass_move().available_moves().count_ones() as i32;
+        scorer(board.0) - scorer(board.1) + 10 * n_moves0 - 10 * n_moves1
+    }
+
+    fn final_evaluate(&self, board: &BitBoard) -> i32 {
+        let (sc1, sc2) = board.count();
+        if sc1 < sc2 {
+            -i32::MAX
+        } else if sc1 > sc2 {
+            i32::MAX
+        } else {
+            0
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::{bits::BitBoard, board::Board};
+
+    use super::{AlphaBeta, AI};
+
+    #[test]
+    fn test() {
+        let mut b = Board::default();
+        let ai = [AlphaBeta { depth: 5 }, AlphaBeta { depth: 6 }];
+
+        for i in 0..80 {
+            if b.available_moves().is_empty() {
+                b.pass_move();
+                println!("PASS");
+            } else {
+                let move_ = ai[i % 2].run(&b);
+                let state = b.make_move(move_);
+                println!("{}\n---\n", b.__repr__());
+                if state.ended {
+                    break;
+                }
+            }
+        }
+        assert!(false);
+    }
+
+    #[test]
+    fn test_evaluate() {
+        let ai = AlphaBeta { depth: 3 };
+        let b = BitBoard(3, 12);
+        println!("{:?}", b);
+        assert_eq!(ai.evaluate(&BitBoard(3, 12)), 245);
+    }
+}

src/bits.rs

@@ -0,0 +1,152 @@
+use std::fmt::Write;
+
+use pyo3::prelude::*;
+
+#[pyclass]
+#[derive(Clone)]
+pub struct BitBoard(pub u64, pub u64);
+
+impl core::fmt::Debug for BitBoard {
+    fn fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result {
+        f.write_str(&self.to_string(('B', 'W')))?;
+        Ok(())
+    }
+}
+
+#[pymethods]
+impl BitBoard {
+    #[new]
+    pub fn default() -> Self {
+        Self(0x0000_0008_1000_0000, 0x0000_0010_0800_0000)
+    }
+
+    fn __repr__(&self) -> String {
+        self.to_string(('B', 'W'))
+    }
+
+    pub fn to_string(&self, players: (char, char)) -> String {
+        let mut s = String::with_capacity(64 + 8);
+        for i in (0..64).rev() {
+            s.write_char(match (self.0 >> i & 1, self.1 >> i & 1) {
+                (0, 0) => '.',
+                (1, 0) => players.0,
+                (0, 1) => players.1,
+                (_, _) => unreachable!(),
+            })
+            .unwrap();
+            if i % 8 == 0 {
+                s.write_char('\n').unwrap();
+            }
+        }
+        s
+    }
+
+    /// Returns bitboards of `self`.
+    #[must_use]
+    pub const fn get(&self) -> [u64; 2] {
+        [self.0, self.1]
+    }
+
+    /// Passes without playing.
+    pub fn pass_move(&self) -> Self {
+        Self(self.1, self.0)
+    }
+
+    /// Returns the `Game` state after playing the given move.
+    /// Panics when `place` is larger than 63.
+    #[must_use]
+    pub fn make_move(&self, place: usize) -> Option<Self> {
+        let diff = (0..4)
+            .map(|i| unsafe {
+                use crate::consts::*;
+                use bitintr::*;
+                //maybe we should change INDEX to LUT of raw pointers
+                //and save some instructions
+                //not sure if that saves some CPU cycles
+                //wait before bench
+                u64::from(*RESULT.get_unchecked(
+                    //https://github.com/rust-lang/rust/issues/51713
+                    INDEX[place][i] as usize * 32
+                        + self.0.pext(MASK[place][i][0]) as usize * 64
+                        + self.1.pext(MASK[place][i][1]) as usize,
+                ))
+                .pdep(MASK[place][i][1])
+            })
+            .fold(0, core::ops::BitOr::bitor);
+        //for arm processors, we should use brev and hyperbola quintessence, as arm has rbit instruction
+        //https://www.chessprogramming.org/Hyperbola_Quintessence
+        //or maybe magic bitboards
+        //even RISC-V has bdep bext
+        if diff == 0 || ((self.0 | self.1) & 1 << place != 0) {
+            None
+        } else {
+            Some(Self(self.1 ^ diff, self.0 ^ diff ^ 1 << place))
+        }
+    }
+
+    /// Returns the bitboard representation of available moves.
+    #[must_use]
+    pub fn available_moves(&self) -> u64 {
+        //the below should compile to AVX2 instructions(256bit)
+        [-9, -8, -7, -1, 1, 7, 8, 9]
+            //we use iter_mut because of the noalias bug
+            .iter_mut()
+            .map(|i| self.gen(*i))
+            .fold(0, core::ops::BitOr::bitor)
+            & !self.0
+            & !self.1
+    }
+
+    pub fn available_moves_list(&self) -> Vec<usize> {
+        let mask = self.available_moves();
+        (0..64).filter(|i| mask >> i & 1 == 1).collect()
+    }
+
+    #[must_use]
+    fn gen(&self, dir: isize) -> u64 {
+        //rotate might be faster on AVX-512
+        fn shift(x: u64, y: isize) -> u64 {
+            if y > 0 {
+                x >> y
+            } else {
+                x << -y
+            }
+        }
+        let x = self.0;
+        //if we change above to rotate, we should also modify the following
+        let y = self.1
+            & match dir.rem_euclid(8) {
+                0 => !0,
+                1 | 7 => 0x7E7E_7E7E_7E7E_7E7E,
+                _ => unreachable!(),
+            };
+        let d = dir;
+        let x = x | y & shift(x, d);
+        let y = y & shift(y, d);
+        let d = d * 2;
+        let x = x | y & shift(x, d);
+        let y = y & shift(y, d);
+        let d = d * 2;
+        let x = x | y & shift(x, d);
+        shift(x ^ self.0, dir)
+    }
+
+    pub fn count(&self) -> (i32, i32) {
+        (self.0.count_ones() as i32, self.1.count_ones() as i32)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::BitBoard;
+
+    #[test]
+    fn default_test() {
+        let x = BitBoard::default();
+        assert_eq!(x.available_moves(), 0x0000_1020_0408_0000);
+
+        let x = x.make_move(44).unwrap();
+        assert_eq!(x.get(), [0x0000_0000_0800_0000, 0x0000_1018_1000_0000]);
+        assert_eq!(x.count(), (1, 4));
+    }
+}

src/board.rs

@@ -0,0 +1,142 @@
+use crate::bits::BitBoard;
+use pyo3::prelude::*;
+use std::cmp::Ordering::*;
+
+const PLAYERS: [char; 2] = ['B', 'W'];
+
+#[pyclass]
+#[derive(Clone)]
+pub struct Board {
+    pub board: BitBoard,
+    pub current_player: usize, // 0 or 1
+    #[pyo3(get)]
+    pub state: State,
+}
+
+#[pyclass(get_all)]
+#[derive(Clone, Debug, PartialEq)]
+pub struct State {
+    pub player: char,
+    pub ended: bool,
+    pub black_score: i32,
+    pub white_score: i32,
+    pub cells: Vec<char>,
+    pub can_move: bool,
+}
+
+#[pymethods]
+impl State {
+    fn __repr__(&self) -> String {
+        format!("{:?}", self)
+    }
+}
+
+#[pymethods]
+impl Board {
+    #[staticmethod]
+    pub fn default() -> Self {
+        let board = BitBoard::default();
+        let state = Self::compute_state(&board, 0);
+        Self {
+            board,
+            current_player: 0,
+            state,
+        }
+    }
+
+    pub fn available_moves(&self) -> Vec<usize> {
+        let mask = self.board.available_moves();
+        (0..64).filter(|i| mask >> i & 1 == 1).collect()
+    }
+
+    pub fn pass_move(&mut self) -> State {
+        self.board = self.board.pass_move();
+        self.current_player = 1 - self.current_player;
+        self.state = Self::compute_state(&self.board, self.current_player);
+        self.state.clone()
+    }
+
+    pub fn make_move(&mut self, place: usize) -> State {
+        let next = self.board.make_move(place).unwrap();
+        self.current_player = 1 - self.current_player;
+        self.board = next;
+        self.state = Self::compute_state(&self.board, self.current_player);
+        self.state.clone()
+    }
+
+    pub fn __repr__(&self) -> String {
+        let state = &self.state;
+        let mut s = String::new();
+        for (i, &c) in state.cells.iter().enumerate() {
+            if i % 8 == 0 {
+                s.push('\n')
+            }
+            s.push(c);
+        }
+        if state.ended {
+            s.push_str(match state.black_score.cmp(&state.white_score) {
+                Equal => "Game draw!",
+                Less => "White won!",
+                Greater => "Black won!",
+            });
+        } else {
+            s.push_str(&format!(
+                "\n{} to play. Available moves: {:?}",
+                PLAYERS[self.current_player],
+                self.available_moves()
+            ));
+        }
+        s
+    }
+}
+
+impl Board {
+    fn compute_state(board: &BitBoard, current_player: usize) -> State {
+        let (cnt0, cnt1) = board.count();
+        let moves = board.available_moves();
+        let cells: Vec<_> = (0..64)
+            .map(
+                |i| match (board.0 >> i & 1, board.1 >> i & 1, moves >> i & 1) {
+                    (1, 0, 0) => PLAYERS[current_player],
+                    (0, 1, 0) => PLAYERS[1 - current_player],
+                    (0, 0, 1) => '?',
+                    (0, 0, 0) => '.',
+                    (_, _, _) => unreachable!(),
+                },
+            )
+            .collect();
+
+        let ended = moves == 0 && board.pass_move().available_moves() == 0;
+        let player = PLAYERS[current_player];
+        State {
+            player,
+            ended,
+            black_score: if player == 'B' { cnt0 } else { cnt1 },
+            white_score: if player == 'W' { cnt0 } else { cnt1 },
+            cells,
+            can_move: moves != 0,
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::Board;
+
+    #[test]
+    fn default_test() {
+        let mut b = Board::default();
+
+        assert_eq!(b.available_moves(), &[19, 26, 37, 44]);
+        b.make_move(44);
+        // assert_eq!(b.make_move(44), new(44, 'B', vec![36], 4, 1));
+        assert_eq!(b.current_player, 1);
+
+        assert_eq!(b.available_moves(), &[29, 43, 45]);
+        b.make_move(29);
+        // assert_eq!(b.make_move(29), new(29, 'W', vec![28], 3, 3));
+        assert_eq!(b.current_player, 0);
+
+        assert_eq!(b.__repr__(), "\n........\n........\n..?????.\n...WWW..\n...BB...\n....B...\n........\n........\nB to play. Available moves: [18, 19, 20, 21, 22]");
+    }
+}

src/consts.rs

@@ -0,0 +1,925 @@
+#![allow(clippy::unreadable_literal)]
+
+#[rustfmt::skip]
+pub static ALPHA_BETA_SCORES: [i32; 64] = [
+    300, -40,  20,   5,   5,  20, -40, 300,
+    -40, -80,  -5,  -5,  -5,  -5, -80, -40,
+    20,  -5,  15,   1,   1,  15,  -5,  20,
+    5,  -5,   1,   1,   1,   1,  -5,   5,
+    5,  -5,   1,   1,   1,   1,  -5,   5,
+    20,  -5,  15,   1,   1,  15,  -5,  20,
+    -40, -80,  -5,  -5,  -5,  -5, -80, -40,
+    300, -40,  20,   5,   5,  20, -40, 300,
+];
+
+pub static MASK: [[[u64; 2]; 4]; 64] = [
+    [
+        [252, 126],
+        [72340172838076416, 282578800148736],
+        [9241421688590303232, 18049651735527936],
+        [0, 0],
+    ],
+    [
+        [248, 124],
+        [144680345676152832, 565157600297472],
+        [36099303471054848, 70506452091904],
+        [0, 0],
+    ],
+    [
+        [241, 122],
+        [289360691352305664, 1130315200594944],
+        [141012904181760, 275415828480],
+        [65536, 512],
+    ],
+    [
+        [227, 118],
+        [578721382704611328, 2260630401189888],
+        [550831652864, 1075843072],
+        [16908288, 132096],
+    ],
+    [
+        [199, 110],
+        [1157442765409222656, 4521260802379776],
+        [2151677952, 4202496],
+        [4328783872, 33818624],
+    ],
+    [
+        [143, 94],
+        [2314885530818445312, 9042521604759552],
+        [8388608, 16384],
+        [1108169195520, 8657571840],
+    ],
+    [
+        [31, 62],
+        [4629771061636890624, 18085043209519104],
+        [0, 0],
+        [283691315101696, 2216338399232],
+    ],
+    [
+        [63, 126],
+        [9259542123273781248, 36170086419038208],
+        [0, 0],
+        [72624976668131328, 567382630219776],
+    ],
+    [
+        [64512, 32256],
+        [72340172838010880, 282578800148480],
+        [4620710844295020544, 9024825867763712],
+        [0, 0],
+    ],
+    [
+        [63488, 31744],
+        [144680345676021760, 565157600296960],
+        [9241421688590041088, 18049651735527424],
+        [0, 0],
+    ],
+    [
+        [61696, 31232],
+        [289360691352043520, 1130315200593920],
+        [36099303470530560, 70506452090880],
+        [16777216, 131072],
+    ],
+    [
+        [58112, 30208],
+        [578721382704087040, 2260630401187840],
+        [141012903133184, 275415826432],
+        [4328521728, 33816576],
+    ],
+    [
+        [50944, 28160],
+        [1157442765408174080, 4521260802375680],
+        [550829555712, 1075838976],
+        [1108168671232, 8657567744],
+    ],
+    [
+        [36608, 24064],
+        [2314885530816348160, 9042521604751360],
+        [2147483648, 4194304],
+        [283691314053120, 2216338391040],
+    ],
+    [
+        [7936, 15872],
+        [4629771061632696320, 18085043209502720],
+        [0, 0],
+        [72624976666034176, 567382630203392],
+    ],
+    [
+        [16128, 32256],
+        [9259542123265392640, 36170086419005440],
+        [0, 0],
+        [145249953332068352, 1134765260406784],
+    ],
+    [
+        [16515072, 8257536],
+        [72340172821233665, 282578800083200],
+        [2310355422113955840, 4512412933816320],
+        [4, 512],
+    ],
+    [
+        [16252928, 8126464],
+        [144680345642467330, 565157600166400],
+        [4620710844227911680, 9024825867632640],
+        [8, 1024],
+    ],
+    [
+        [15794176, 7995392],
+        [289360691284934660, 1130315200332800],
+        [9241421688455823361, 18049651735265792],
+        [4294967312, 33556480],
+    ],
+    [
+        [14876672, 7733248],
+        [578721382569869320, 2260630400665600],
+        [36099303202095106, 70506451567616],
+        [1108101562400, 8657047552],
+    ],
+    [
+        [13041664, 7208960],
+        [1157442765139738640, 4521260801331200],
+        [141012366262276, 275414779904],
+        [283691179835456, 2216337350656],
+    ],
+    [
+        [9371648, 6160384],
+        [2314885530279477280, 9042521602662400],
+        [549755813896, 1073745920],
+        [72624976397598848, 567382628122624],
+    ],
+    [
+        [2031616, 4063232],
+        [4629771060558954560, 18085043205324800],
+        [16, 8192],
+        [145249952795197440, 1134765256212480],
+    ],
+    [
+        [4128768, 8257536],
+        [9259542121117909120, 36170086410649600],
+        [32, 16384],
+        [290499905590394880, 2269530512424960],
+    ],
+    [
+        [4227858432, 2113929216],
+        [72340168526266625, 282578783371520],
+        [1155177702467043328, 2256206450130944],
+        [1032, 132096],
+    ],
+    [
+        [4160749568, 2080374784],
+        [144680337052533250, 565157566743040],
+        [2310355404934086656, 4512412900261888],
+        [2064, 264192],
+    ],
+    [
+        [4043309056, 2046820352],
+        [289360674105066500, 1130315133486080],
+        [4620710809868173568, 9024825800654848],
+        [1099511631904, 8590462976],
+    ],
+    [
+        [3808428032, 1979711488],
+        [578721348210133000, 2260630266972160],
+        [9241421619736347137, 18049651601310208],
+        [283673999974464, 2216204181504],
+    ],
+    [
+        [3338665984, 1845493760],
+        [1157442696420266000, 4521260533944320],
+        [36099165763142658, 70506183656448],
+        [72624942037876864, 567382361784320],
+    ],
+    [
+        [2399141888, 1577058304],
+        [2314885392840532000, 9042521067888640],
+        [140737488357380, 274878957568],
+        [145249884075753472, 1134764723535872],
+    ],
+    [
+        [520093696, 1040187392],
+        [4629770785681064000, 18085042135777280],
+        [4104, 2101248],
+        [290499768151441408, 2269529438683136],
+    ],
+    [
+        [1056964608, 2113929216],
+        [9259541571362128000, 36170084271554560],
+        [8208, 4202496],
+        [580999536302882816, 4539058877366272],
+    ],
+    [
+        [1082331758592, 541165879296],
+        [72339069014704385, 282574505181440],
+        [577586652210266112, 1128098930098176],
+        [264208, 33818624],
+    ],
+    [
+        [1065151889408, 532575944704],
+        [144678138029408770, 565149010362880],
+        [1155173304420532224, 2256197860196352],
+        [528416, 67637248],
+    ],
+    [
+        [1035087118336, 523986010112],
+        [289356276058817540, 1130298020725760],
+        [2310346608841129984, 4512395753947136],
+        [281474977767488, 2199158530048],
+    ],
+    [
+        [974957576192, 506806140928],
+        [578712552117635080, 2260596041451520],
+        [4620693217682260224, 9024791508025344],
+        [72620543993462912, 567348270481408],
+    ],
+    [
+        [854698491904, 472446402560],
+        [1157425104235270160, 4521192082903040],
+        [9241386435364520449, 18049583016051200],
+        [145241087986925568, 1134696540930048],
+    ],
+    [
+        [614180323328, 403726925824],
+        [2314850208470540320, 9042384165806080],
+        [36028797019489282, 70369013138432],
+        [290482175973785600, 2269393073471488],
+    ],
+    [
+        [133143986176, 266287972352],
+        [4629700416941080640, 18084768331612160],
+        [1050628, 537921536],
+        [580964351930793984, 4538783999459328],
+    ],
+    [
+        [270582939648, 541165879296],
+        [9259400833882161280, 36169536663224320],
+        [2101256, 1075843072],
+        [1161928703861587968, 9077567998918656],
+    ],
+    [
+        [277076930199552, 138538465099776],
+        [72057594054770945, 281479288520960],
+        [288230376151711744, 562949953421312],
+        [67637280, 8657571840],
+    ],
+    [
+        [272678883688448, 136339441844224],
+        [144115188109541890, 562958577041920],
+        [576460752303423488, 1125899906842624],
+        [135274560, 17315143680],
+    ],
+    [
+        [264982302294016, 134140418588672],
+        [288230376219083780, 1125917154083840],
+        [1152921504623624192, 2251808403619840],
+        [72057594308477056, 562984583708672],
+    ],
+    [
+        [249589139505152, 129742372077568],
+        [576460752438167560, 2251834308167680],
+        [2305843009247313920, 4503616840794112],
+        [144115188616953856, 1125969167384576],
+    ],
+    [
+        [218802813927424, 120946279055360],
+        [1152921504876335120, 4503668616335360],
+        [4611686018494628096, 9007233681719296],
+        [288230377233842176, 2251938326380544],
+    ],
+    [
+        [157230162771968, 103354093010944],
+        [2305843009752670240, 9007337232670720],
+        [9223372036989256193, 18014467363439104],
+        [576460754450907136, 4503874505277440],
+    ],
+    [
+        [34084860461056, 68169720922112],
+        [4611686019505340480, 18014674465341440],
+        [268960770, 137707914240],
+        [1152921504606846976, 9007199254740992],
+    ],
+    [
+        [69269232549888, 138538465099776],
+        [9223372039010680960, 36029348930682880],
+        [537921540, 275415828480],
+        [2305843009213693952, 18014398509481984],
+    ],
+    [
+        [70931694131085312, 35465847065542656],
+        [4311810305, 1103823438080],
+        [0, 0],
+        [17315143744, 2216338399232],
+    ],
+    [
+        [69805794224242688, 34902897112121344],
+        [8623620610, 2207646876160],
+        [0, 0],
+        [34630287488, 4432676798464],
+    ],
+    [
+        [67835469387268096, 34339947158700032],
+        [17247241220, 4415293752320],
+        [4294967296, 2199023255552],
+        [69260574720, 8865353564160],
+    ],
+    [
+        [63894819713318912, 33214047251857408],
+        [34494482440, 8830587504640],
+        [8606711808, 4406636445696],
+        [138521083904, 17730698739712],
+    ],
+    [
+        [56013520365420544, 30962247438172160],
+        [68988964880, 17661175009280],
+        [17213489152, 8813306445824],
+        [277025390592, 35459249995776],
+    ],
+    [
+        [40250921669623808, 26458647810801664],
+        [137977929760, 35322350018560],
+        [34426978560, 17626613022720],
+        [549755813888, 70368744177664],
+    ],
+    [
+        [8725724278030336, 17451448556060672],
+        [275955859520, 70644700037120],
+        [68853957121, 35253226045952],
+        [0, 0],
+    ],
+    [
+        [17732923532771328, 35465847065542656],
+        [551911719040, 141289400074240],
+        [137707914242, 70506452091904],
+        [0, 0],
+    ],
+    [
+        [18158513697557839872, 9079256848778919936],
+        [1103823438081, 282578800148736],
+        [0, 0],
+        [4432676798592, 567382630219776],
+    ],
+    [
+        [17870283321406128128, 8935141660703064064],
+        [2207646876162, 565157600297472],
+        [0, 0],
+        [8865353596928, 1134765260406784],
+    ],
+    [
+        [17365880163140632576, 8791026472627208192],
+        [4415293752324, 1130315200594944],
+        [1099511627776, 562949953421312],
+        [17730707128320, 2269530512424960],
+    ],
+    [
+        [16357073846609641472, 8502796096475496448],
+        [8830587504648, 2260630401189888],
+        [2203318222848, 1128098930098176],
+        [35461397479424, 4539058877366272],
+    ],
+    [
+        [14339461213547659264, 7926335344172072960],
+        [17661175009296, 4521260802379776],
+        [4406653222912, 2256206450130944],
+        [70918499991552, 9077567998918656],
+    ],
+    [
+        [10304235947423694848, 6773413839565225984],
+        [35322350018592, 9042521604759552],
+        [8813306511360, 4512412933816320],
+        [140737488355328, 18014398509481984],
+    ],
+    [
+        [2233785415175766016, 4467570830351532032],
+        [70644700037184, 18085043209519104],
+        [17626613022976, 9024825867763712],
+        [0, 0],
+    ],
+    [
+        [4539628424389459968, 9079256848778919936],
+        [141289400074368, 36170086419038208],
+        [35253226045953, 18049651735527936],
+        [0, 0],
+    ],
+];
+pub static INDEX: [[u16; 4]; 64] = [
+    [0, 0, 0, 0],
+    [128, 0, 0, 0],
+    [129, 0, 0, 0],
+    [192, 0, 0, 0],
+    [193, 0, 0, 0],
+    [256, 0, 0, 0],
+    [257, 0, 0, 0],
+    [320, 0, 0, 0],
+    [0, 128, 0, 128],
+    [128, 128, 128, 128],
+    [129, 128, 128, 128],
+    [192, 128, 128, 128],
+    [193, 128, 128, 128],
+    [256, 128, 128, 128],
+    [257, 128, 128, 128],
+    [320, 128, 128, 0],
+    [0, 129, 0, 129],
+    [128, 129, 128, 129],
+    [129, 129, 129, 129],
+    [192, 129, 129, 129],
+    [193, 129, 129, 129],
+    [256, 129, 129, 129],
+    [257, 129, 129, 128],
+    [320, 129, 129, 0],
+    [0, 192, 0, 192],
+    [128, 192, 128, 192],
+    [129, 192, 129, 192],
+    [192, 192, 192, 192],
+    [193, 192, 192, 192],
+    [256, 192, 192, 129],
+    [257, 192, 192, 128],
+    [320, 192, 192, 0],
+    [0, 193, 0, 193],
+    [128, 193, 128, 193],
+    [129, 193, 129, 193],
+    [192, 193, 192, 193],
+    [193, 193, 193, 192],
+    [256, 193, 193, 129],
+    [257, 193, 193, 128],
+    [320, 193, 193, 0],
+    [0, 256, 0, 256],
+    [128, 256, 128, 256],
+    [129, 256, 129, 256],
+    [192, 256, 192, 193],
+    [193, 256, 193, 192],
+    [256, 256, 256, 129],
+    [257, 256, 256, 128],
+    [320, 256, 256, 0],
+    [0, 257, 0, 257],
+    [128, 257, 128, 257],
+    [129, 257, 129, 256],
+    [192, 257, 192, 193],
+    [193, 257, 193, 192],
+    [256, 257, 256, 129],
+    [257, 257, 257, 128],
+    [320, 257, 257, 0],
+    [0, 320, 0, 320],
+    [128, 320, 128, 257],
+    [129, 320, 129, 256],
+    [192, 320, 192, 193],
+    [193, 320, 193, 192],
+    [256, 320, 256, 129],
+    [257, 320, 257, 128],
+    [320, 320, 320, 0],
+];
+pub static RESULT: [u8; 14336] = [
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0,
+    0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0,
+    0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0,
+    0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 31, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0,
+    1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 63, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0,
+    0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0,
+    0, 0, 1, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0,
+    3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0,
+    3, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0,
+    0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 31, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0,
+    0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0,
+    0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0,
+    0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+    0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0,
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+];

src/lib.rs

@@ -0,0 +1,18 @@
+use ai::AlphaBeta;
+use bits::BitBoard;
+use board::{Board, State};
+use pyo3::prelude::*;
+
+pub mod ai;
+pub mod bits;
+pub mod board;
+pub mod consts;
+
+#[pymodule]
+fn othello(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_class::<BitBoard>()?;
+    m.add_class::<Board>()?;
+    m.add_class::<AlphaBeta>()?;
+    m.add_class::<State>()?;
+    Ok(())
+}

uv.lock

@@ -0,0 +1,485 @@
+version = 1
+requires-python = ">=3.11"
+
+[[package]]
+name = "anyio"
+version = "4.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
+    { name = "sniffio" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e6/e3/c4c8d473d6780ef1853d630d581f70d655b4f8d7553c6997958c283039a2/anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94", size = 163930 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7b/a2/10639a79341f6c019dedc95bd48a4928eed9f1d1197f4c04f546fc7ae0ff/anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7", size = 86780 },
+]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b3/ca/824b1195773ce6166d388573fc106ce56d4a805bd7427b624e063596ec58/beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051", size = 581181 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b1/fe/e8c672695b37eecc5cbf43e1d0638d88d66ba3a44c4d321c796f4e59167f/beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed", size = 147925 },
+]
+
+[[package]]
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