From 1150081ab5ed628dcd40ae5e058a5727f6379b04 Mon Sep 17 00:00:00 2001
From: Arjun Patrawala <ajpat1234@gmail.com>
Date: Fri, 21 Jul 2023 01:39:03 -0400
Subject: [PATCH] orderbook visualization and server updates

---
 .gitignore                                   |    25 +-
 README.md                                    |     4 +
 assets/orderbookvisualization.gif            |   Bin 0 -> 1703890 bytes
 exchange-server/.gitignore                   |     1 +
 Cargo.lock => exchange-server/Cargo.lock     |     2 +-
 Cargo.toml => exchange-server/Cargo.toml     |     2 +-
 rustfmt.toml => exchange-server/rustfmt.toml |     0
 exchange-server/src/exchange.rs              |   187 +
 {src => exchange-server/src}/main.rs         |    22 +-
 {src => exchange-server/src}/order.rs        |    19 +-
 {src => exchange-server/src}/orderbook.rs    |    68 +-
 {src => exchange-server/src}/tests.rs        |   126 +-
 {src => exchange-server/src}/utils.rs        |     0
 package-lock.json                            | 17510 +++++++++++++++++
 package.json                                 |    38 +
 public/index.html                            |    13 +
 src/Orderbook.css                            |    62 +
 src/Orderbook.js                             |    96 +
 src/Socket.js                                |    62 +
 src/exchange.rs                              |   163 -
 src/html/index.html                          |    50 -
 src/index.css                                |    13 +
 src/index.js                                 |    14 +
 23 files changed, 18148 insertions(+), 329 deletions(-)
 create mode 100644 assets/orderbookvisualization.gif
 create mode 100644 exchange-server/.gitignore
 rename Cargo.lock => exchange-server/Cargo.lock (99%)
 rename Cargo.toml => exchange-server/Cargo.toml (93%)
 rename rustfmt.toml => exchange-server/rustfmt.toml (100%)
 create mode 100644 exchange-server/src/exchange.rs
 rename {src => exchange-server/src}/main.rs (64%)
 rename {src => exchange-server/src}/order.rs (79%)
 rename {src => exchange-server/src}/orderbook.rs (53%)
 rename {src => exchange-server/src}/tests.rs (61%)
 rename {src => exchange-server/src}/utils.rs (100%)
 create mode 100644 package-lock.json
 create mode 100644 package.json
 create mode 100644 public/index.html
 create mode 100644 src/Orderbook.css
 create mode 100644 src/Orderbook.js
 create mode 100644 src/Socket.js
 delete mode 100644 src/exchange.rs
 delete mode 100644 src/html/index.html
 create mode 100644 src/index.css
 create mode 100644 src/index.js

diff --git a/.gitignore b/.gitignore
index ea8c4bf..51cc5d7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,24 @@
-/target
+.DS_Store
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
diff --git a/README.md b/README.md
index faddd0d..4ee465e 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,5 @@
 # exchange-rs
+
+High performance orderbook matching engine written in Rust with a React.js visualization.
+
+![til](https://raw.githubusercontent.com/arjunpat/exchange-rs/main/assets/orderbookvisualization.gif)
diff --git a/assets/orderbookvisualization.gif b/assets/orderbookvisualization.gif
new file mode 100644
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diff --git a/exchange-server/.gitignore b/exchange-server/.gitignore
new file mode 100644
index 0000000..ea8c4bf
--- /dev/null
+++ b/exchange-server/.gitignore
@@ -0,0 +1 @@
+/target
diff --git a/Cargo.lock b/exchange-server/Cargo.lock
similarity index 99%
rename from Cargo.lock
rename to exchange-server/Cargo.lock
index 67e76bb..35038d6 100644
--- a/Cargo.lock
+++ b/exchange-server/Cargo.lock
@@ -195,7 +195,7 @@ dependencies = [
 ]
 
 [[package]]
-name = "exchange-rs"
+name = "exchange_server"
 version = "0.1.0"
 dependencies = [
  "anyhow",
diff --git a/Cargo.toml b/exchange-server/Cargo.toml
similarity index 93%
rename from Cargo.toml
rename to exchange-server/Cargo.toml
index d1e14e3..8ce770c 100644
--- a/Cargo.toml
+++ b/exchange-server/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "exchange-rs"
+name = "exchange_server"
 version = "0.1.0"
 edition = "2021"
 
diff --git a/rustfmt.toml b/exchange-server/rustfmt.toml
similarity index 100%
rename from rustfmt.toml
rename to exchange-server/rustfmt.toml
diff --git a/exchange-server/src/exchange.rs b/exchange-server/src/exchange.rs
new file mode 100644
index 0000000..401c628
--- /dev/null
+++ b/exchange-server/src/exchange.rs
@@ -0,0 +1,187 @@
+use crate::{
+    order::{Order, Side},
+    orderbook::OrderBook,
+    utils,
+};
+use anyhow::{Context, Result};
+use axum::extract::ws::{Message, WebSocket};
+use serde::{Deserialize, Serialize};
+use std::collections::HashMap;
+use tokio::{
+    sync::{broadcast, mpsc, Mutex},
+    time::Duration,
+};
+
+pub struct Exchange {
+    book: Mutex<OrderBook>,
+    // update connected clients on all events
+    broadcast: broadcast::Sender<ServerMsg>,
+    // send order to exchange task
+    order_sender: mpsc::Sender<Order>,
+    // only for exchange_loop
+    order_receiver: Mutex<mpsc::Receiver<Order>>,
+    // id counter
+    id_counter: Mutex<u64>,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+enum ServerMsg {
+    // set username at connection
+    SetUsername {
+        username: String,
+    },
+    Trade {
+        price_cents: u64,
+        size: u64,
+        ts: u64,
+    },
+    Depths {
+        bids: HashMap<u64, u64>,
+        asks: HashMap<u64, u64>,
+    },
+}
+
+impl From<ServerMsg> for Message {
+    fn from(msg: ServerMsg) -> Self {
+        // this should never fail
+        let json = serde_json::to_string(&msg).expect("Failed to serialize json");
+        Message::Text(json)
+    }
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+enum ClientMsg {
+    // client Order
+    Order {
+        size: u64,
+        price_cents: u64,
+        buy: bool,
+    },
+}
+
+impl Exchange {
+    pub fn new() -> Self {
+        let (order_sender, order_receiver) = mpsc::channel(32);
+        let (broadcast, _) = broadcast::channel(32);
+
+        Exchange {
+            book: Mutex::new(OrderBook::new()),
+            order_sender,
+            order_receiver: Mutex::new(order_receiver),
+            broadcast,
+            id_counter: Mutex::new(1),
+        }
+    }
+
+    pub async fn start(&self) {
+        tokio::select! {
+            _ = self.exchange_loop() => {}
+            _ = self.send_depths_loop() => {}
+        }
+        println!("Exited start");
+    }
+
+    pub async fn send_depths_loop(&self) {
+        loop {
+            tokio::time::sleep(Duration::from_millis(250)).await;
+            let (bids, asks);
+            {
+                (bids, asks) = self.book.lock().await.get_depth();
+            }
+            let _ = self.broadcast.send(ServerMsg::Depths { bids, asks });
+        }
+    }
+
+    pub async fn exchange_loop(&self) {
+        // also prevents two loops from ever existing
+        let mut order_receiver = self.order_receiver.lock().await;
+        let mut orders_received = 0;
+
+        while let Some(order) = order_receiver.recv().await {
+            orders_received += 1;
+            if orders_received % 1000 == 0 {
+                println!("Have received {} orders", orders_received);
+            }
+            {
+                for t in self.book.lock().await.place(order) {
+                    // can fail when there are no broadcast listeners
+                    let _ = self.broadcast.send(ServerMsg::Trade {
+                        price_cents: t.price,
+                        size: t.size,
+                        ts: t.ts,
+                    });
+                }
+            } // essential to release the lock
+        }
+    }
+
+    pub async fn handle_connection(&self, socket: &mut WebSocket) -> Result<()> {
+        let username;
+        {
+            let mut id_counter = self.id_counter.lock().await;
+            username = format!("user-{}", *id_counter);
+            *id_counter += 1;
+        } // release mutex lock
+
+        // send client their username
+        let msg = ServerMsg::SetUsername {
+            username: username.clone(),
+        };
+        socket.send(msg.into()).await?;
+
+        let mut broadcast_rx = self.broadcast.subscribe();
+
+        loop {
+            tokio::select! {
+                update = broadcast_rx.recv() => {
+                    socket.send(update?.into()).await?
+                }
+                msg = socket.recv() => {
+                    if let Some(msg) = msg {
+                        if let Ok(msg) = msg {
+                            if let Message::Text(text) = msg { self.handle_client_msg(&username, text).await? }
+                        } else {
+                            println!("Client disconnected!!!!");
+                            break;
+                        }
+                    } else {
+                        println!("Stream has closed");
+                        break;
+                    }
+                }
+            }
+        }
+
+        Ok(())
+    }
+
+    pub async fn handle_client_msg(&self, username: &str, msg: String) -> Result<()> {
+        let msg: ClientMsg = serde_json::from_str(&msg)
+            .context(format!("Failed to deserialize client msg: {}", msg))?;
+        // println!("received client messgae = {:?}", msg);
+
+        match msg {
+            ClientMsg::Order {
+                size,
+                price_cents,
+                buy,
+            } => {
+                if size == 0 {
+                    return Ok(());
+                }
+                let order = Order {
+                    side: if buy { Side::Buy } else { Side::Sell },
+                    created_at: utils::now(),
+                    creator: username.to_owned(),
+                    size,
+                    price: price_cents,
+                };
+
+                // send to exchange tokio task/thread
+                self.order_sender.send(order).await?;
+            }
+        }
+
+        Ok(())
+    }
+}
diff --git a/src/main.rs b/exchange-server/src/main.rs
similarity index 64%
rename from src/main.rs
rename to exchange-server/src/main.rs
index c1fdc13..2b15c4e 100644
--- a/src/main.rs
+++ b/exchange-server/src/main.rs
@@ -6,7 +6,10 @@ use std::{
 };
 
 use axum::{
-    extract::{ws::WebSocket, State, WebSocketUpgrade},
+    extract::{
+        ws::{Message, WebSocket},
+        State, WebSocketUpgrade,
+    },
     response::{Html, IntoResponse},
     routing::get,
     Router,
@@ -22,11 +25,15 @@ mod utils;
 
 #[tokio::main]
 async fn main() {
-    let exchange = Arc::new(Exchange::new());
+    let exch = Arc::new(Exchange::new());
+    let exch_c = exch.clone();
+    tokio::spawn(async move {
+        exch_c.start().await;
+    });
     let app = Router::new()
         .route("/", get(root))
         .route("/ws", get(ws_handler))
-        .with_state(exchange);
+        .with_state(exch);
 
     let ip = IpAddr::V4(Ipv4Addr::new(127, 0, 0, 1));
     let socket = SocketAddr::new(ip, 8080);
@@ -48,8 +55,11 @@ async fn ws_handler(ws: WebSocketUpgrade, State(ex): State<Arc<Exchange>>) -> im
     ws.on_upgrade(move |socket| handle_socket(socket, ex))
 }
 
-async fn handle_socket(socket: WebSocket, ex: Arc<Exchange>) {
-    if ex.handle_connection(socket).await.is_err() {
-        println!("Failed connection");
+async fn handle_socket(mut socket: WebSocket, ex: Arc<Exchange>) {
+    let _ = socket.send(Message::Ping(vec![])).await;
+
+    let result = ex.handle_connection(&mut socket).await;
+    if result.is_err() {
+        println!("Failed connection: {:?}", result.unwrap_err());
     }
 }
diff --git a/src/order.rs b/exchange-server/src/order.rs
similarity index 79%
rename from src/order.rs
rename to exchange-server/src/order.rs
index 2baeb8a..71dde87 100644
--- a/src/order.rs
+++ b/exchange-server/src/order.rs
@@ -11,14 +11,14 @@ pub enum Side {
 pub struct Order {
     pub created_at: u64,
     pub creator: String,
-    pub size: i64,
-    pub price: f64,
+    pub size: u64,
+    pub price: u64,
     pub side: Side,
 }
 
 impl PartialEq for Order {
     fn eq(&self, other: &Self) -> bool {
-        return self.cmp(other) == Ordering::Equal;
+        self.cmp(other) == Ordering::Equal
     }
 }
 
@@ -52,21 +52,20 @@ impl PartialOrd for Order {
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct Transaction {
+pub struct Trade {
     pub from: String,
     pub to: String,
-    pub security: String,
-    pub size: i64,
-    pub price: f64,
+    pub size: u64,
+    pub price: u64,
     pub ts: u64,
 }
 
-impl Display for Transaction {
+impl Display for Trade {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         write!(
             f,
-            "{} -> {}: {} of {} @ ${}",
-            self.from, self.to, self.size, self.security, self.price
+            "{} -> {}: {} @ ${}",
+            self.from, self.to, self.size, self.price
         )
     }
 }
diff --git a/src/orderbook.rs b/exchange-server/src/orderbook.rs
similarity index 53%
rename from src/orderbook.rs
rename to exchange-server/src/orderbook.rs
index 5adb85f..efb4403 100644
--- a/src/orderbook.rs
+++ b/exchange-server/src/orderbook.rs
@@ -1,48 +1,61 @@
-use std::collections::BinaryHeap;
+use std::collections::{BinaryHeap, HashMap};
 
 use crate::{
-    order::{Order, Side, Transaction},
+    order::{Order, Side, Trade},
     utils,
 };
 
 pub struct OrderBook {
-    security: String,
-    buys: BinaryHeap<Order>,
-    sells: BinaryHeap<Order>,
-    pub transactions: Vec<Transaction>,
+    bids: BinaryHeap<Order>,
+    asks: BinaryHeap<Order>,
+    pub trades: Vec<Trade>,
 }
 
 impl OrderBook {
-    pub fn new(security: &str) -> OrderBook {
-        return OrderBook {
-            security: security.to_owned(),
-            buys: BinaryHeap::new(),
-            sells: BinaryHeap::new(),
-            transactions: Vec::new(),
-        };
+    pub fn new() -> OrderBook {
+        OrderBook {
+            bids: BinaryHeap::new(),
+            asks: BinaryHeap::new(),
+            trades: Vec::new(),
+        }
     }
 
-    pub fn current_price(&self) -> f64 {
-        match self.transactions.last() {
+    pub fn current_price(&self) -> u64 {
+        match self.trades.last() {
             Some(transaction) => transaction.price,
-            None => 0.0,
+            None => 0,
         }
     }
 
-    pub fn buy_orders(&self) -> usize {
-        self.buys.len()
+    pub fn num_bids(&self) -> usize {
+        self.bids.len()
+    }
+    pub fn num_asks(&self) -> usize {
+        self.asks.len()
     }
-    pub fn sell_orders(&self) -> usize {
-        self.sells.len()
+
+    pub fn get_depth(&self) -> (HashMap<u64, u64>, HashMap<u64, u64>) {
+        // this is super slow but good enough for now
+        let mut bids = HashMap::new();
+        self.bids.iter().for_each(|o| {
+            *bids.entry(o.price).or_insert(0) += o.size;
+        });
+
+        let mut asks = HashMap::new();
+        self.asks.iter().for_each(|o| {
+            *asks.entry(o.price).or_insert(0) += o.size;
+        });
+
+        (bids, asks)
     }
 
-    pub fn place(&mut self, mut order: Order) -> &[Transaction] {
+    pub fn place(&mut self, mut order: Order) -> &[Trade] {
         let (book, other_book) = match order.side {
-            Side::Buy => (&mut self.buys, &mut self.sells),
-            Side::Sell => (&mut self.sells, &mut self.buys),
+            Side::Buy => (&mut self.bids, &mut self.asks),
+            Side::Sell => (&mut self.asks, &mut self.bids),
         };
 
-        let num_transactions = self.transactions.len();
+        let num_transactions = self.trades.len();
 
         loop {
             if order.size == 0 {
@@ -71,15 +84,14 @@ impl OrderBook {
                 Side::Buy => (top_order.creator.clone(), order.creator.clone()),
             };
 
-            let t = Transaction {
+            let t = Trade {
                 from,
                 to,
-                security: self.security.clone(),
                 size: size_matched,
                 price: top_order.price,
                 ts: utils::now(),
             };
-            self.transactions.push(t);
+            self.trades.push(t);
 
             if top_order.size == 0 {
                 other_book.pop();
@@ -90,6 +102,6 @@ impl OrderBook {
             book.push(order);
         }
 
-        &self.transactions[num_transactions..]
+        &self.trades[num_transactions..]
     }
 }
diff --git a/src/tests.rs b/exchange-server/src/tests.rs
similarity index 61%
rename from src/tests.rs
rename to exchange-server/src/tests.rs
index 38ce7a3..9074ced 100644
--- a/src/tests.rs
+++ b/exchange-server/src/tests.rs
@@ -1,60 +1,59 @@
 #![cfg(test)]
 use crate::{
-    order::{Order, Side, Transaction},
+    order::{Order, Side, Trade},
     orderbook::OrderBook,
     utils,
 };
 
 #[test]
 fn test_place_sell() {
-    let mut ts: Vec<Transaction> = Vec::new();
-    let mut b = OrderBook::new("AAPL");
+    let mut ts: Vec<Trade> = Vec::new();
+    let mut b = OrderBook::new();
 
     b.place(Order {
         created_at: 0,
         creator: "David".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         side: Side::Sell,
     });
     b.place(Order {
         created_at: 1,
         creator: "Brian".to_string(),
         size: 5,
-        price: 100.0,
+        price: 100,
         side: Side::Sell,
     });
     b.place(Order {
         created_at: 2,
         creator: "Arjun".to_string(),
         size: 20,
-        price: 100.0,
+        price: 100,
         side: Side::Sell,
     });
     b.place(Order {
         created_at: 3,
         creator: "Kevin".to_string(),
         size: 4,
-        price: 99.0,
+        price: 99,
         side: Side::Sell,
     });
-    assert!(b.sell_orders() == 4);
-    assert!(b.current_price() == 0.0);
+    assert!(b.num_asks() == 4);
+    assert!(b.current_price() == 0);
 
     b.place(Order {
         created_at: 4,
         creator: "Andrew".to_string(),
         size: 2,
-        price: 99.0,
+        price: 99,
         side: Side::Buy,
     });
-    assert!(b.current_price() == 99.0);
-    ts.push(Transaction {
+    assert!(b.current_price() == 99);
+    ts.push(Trade {
         from: "Kevin".to_string(),
         to: "Andrew".to_string(),
-        security: "AAPL".to_string(),
         size: 2,
-        price: 99.0,
+        price: 99,
         ts: utils::now(),
     });
 
@@ -62,32 +61,29 @@ fn test_place_sell() {
         created_at: 5,
         creator: "Bob".to_string(),
         size: 4,
-        price: 100.0,
+        price: 100,
         side: Side::Buy,
     });
-    assert!(b.current_price() == 100.0);
-    ts.push(Transaction {
+    assert!(b.current_price() == 100);
+    ts.push(Trade {
         from: "Kevin".to_string(),
         to: "Bob".to_string(),
-        security: "AAPL".to_string(),
         size: 2,
-        price: 99.0,
+        price: 99,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "David".to_string(),
         to: "Bob".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Brian".to_string(),
         to: "Bob".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
 
@@ -95,81 +91,78 @@ fn test_place_sell() {
         created_at: 6,
         creator: "Jake".to_string(),
         size: 5,
-        price: 103.0,
+        price: 103,
         side: Side::Buy,
     });
-    assert!(b.current_price() == 100.0);
-    ts.push(Transaction {
+    assert!(b.current_price() == 100);
+    ts.push(Trade {
         from: "Brian".to_string(),
         to: "Jake".to_string(),
-        security: "AAPL".to_string(),
         size: 4,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Arjun".to_string(),
         to: "Jake".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    for i in 0..b.transactions.len() {
-        assert!(b.transactions[i].to_string() == ts[i].to_string());
+    for i in 0..b.trades.len() {
+        assert!(b.trades[i].to_string() == ts[i].to_string());
     }
 }
 
 #[test]
 fn test_place_buy() {
-    let mut ts: Vec<Transaction> = Vec::new();
-    let mut b = OrderBook::new("AAPL");
+    let mut ts: Vec<Trade> = Vec::new();
+    let mut b = OrderBook::new();
 
     b.place(Order {
         created_at: 0,
         creator: "David".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         side: Side::Buy,
     });
     b.place(Order {
         created_at: 1,
         creator: "Brian".to_string(),
         size: 5,
-        price: 100.0,
+        price: 100,
         side: Side::Buy,
     });
     b.place(Order {
         created_at: 2,
         creator: "Arjun".to_string(),
         size: 20,
-        price: 100.0,
+        price: 100,
         side: Side::Buy,
     });
     b.place(Order {
         created_at: 3,
         creator: "Kevin".to_string(),
         size: 4,
-        price: 101.0,
+        price: 101,
         side: Side::Buy,
     });
-    assert!(b.buy_orders() == 4);
-    assert!(b.current_price() == 0.0);
+    assert!(b.num_bids() == 4);
+    assert!(b.current_price() == 0);
 
     b.place(Order {
         created_at: 4,
         creator: "Andrew".to_string(),
         size: 2,
-        price: 101.0,
+        price: 101,
         side: Side::Sell,
     });
-    assert!(b.current_price() == 101.0);
-    ts.push(Transaction {
+    assert!(b.current_price() == 101);
+    ts.push(Trade {
         from: "Andrew".to_string(),
         to: "Kevin".to_string(),
-        security: "AAPL".to_string(),
         size: 2,
-        price: 101.0,
+        price: 101,
         ts: utils::now(),
     });
 
@@ -177,32 +170,29 @@ fn test_place_buy() {
         created_at: 5,
         creator: "Bob".to_string(),
         size: 4,
-        price: 100.0,
+        price: 100,
         side: Side::Sell,
     });
-    assert!(b.current_price() == 100.0);
-    ts.push(Transaction {
+    assert!(b.current_price() == 100);
+    ts.push(Trade {
         from: "Bob".to_string(),
         to: "Kevin".to_string(),
-        security: "AAPL".to_string(),
         size: 2,
-        price: 101.0,
+        price: 101,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Bob".to_string(),
         to: "David".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Bob".to_string(),
         to: "Brian".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
 
@@ -210,27 +200,25 @@ fn test_place_buy() {
         created_at: 6,
         creator: "Jake".to_string(),
         size: 5,
-        price: 98.0,
+        price: 98,
         side: Side::Sell,
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Jake".to_string(),
         to: "Brian".to_string(),
-        security: "AAPL".to_string(),
         size: 4,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    ts.push(Transaction {
+    ts.push(Trade {
         from: "Jake".to_string(),
         to: "Arjun".to_string(),
-        security: "AAPL".to_string(),
         size: 1,
-        price: 100.0,
+        price: 100,
         ts: utils::now(),
     });
-    assert!(b.current_price() == 100.0);
-    for i in 0..b.transactions.len() {
-        assert!(b.transactions[i].to_string() == ts[i].to_string());
+    assert!(b.current_price() == 100);
+    for i in 0..b.trades.len() {
+        assert!(b.trades[i].to_string() == ts[i].to_string());
     }
 }
diff --git a/src/utils.rs b/exchange-server/src/utils.rs
similarity index 100%
rename from src/utils.rs
rename to exchange-server/src/utils.rs
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..a000492
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,17510 @@
+{
+  "name": "exchange-rs",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "exchange-rs",
+      "version": "0.1.0",
+      "dependencies": {
+        "@testing-library/jest-dom": "^5.17.0",
+        "@testing-library/react": "^13.4.0",
+        "@testing-library/user-event": "^13.5.0",
+        "react": "^18.2.0",
+        "react-dom": "^18.2.0",
+        "react-scripts": "5.0.1",
+        "web-vitals": "^2.1.4"
+      }
+    },
+    "node_modules/@aashutoshrathi/word-wrap": {
+      "version": "1.2.6",
+      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
+      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/@adobe/css-tools": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.2.0.tgz",
+      "integrity": "sha512-E09FiIft46CmH5Qnjb0wsW54/YQd69LsxeKUOWawmws1XWvyFGURnAChH0mlr7YPFR1ofwvUQfcL0J3lMxXqPA=="
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@ampproject/remapping": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
+      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
+      "dependencies": {
+        "@jridgewell/gen-mapping": "^0.3.0",
+        "@jridgewell/trace-mapping": "^0.3.9"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.22.5",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.5.tgz",
+      "integrity": "sha512-Xmwn266vad+6DAqEB2A6V/CcZVp62BbwVmcOJc2RPuwih1kw02TjQvWVWlcKGbBPd+8/0V5DEkOcizRGYsspYQ==",
+      "dependencies": {
+        "@babel/highlight": "^7.22.5"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.22.9",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.22.9.tgz",
+      "integrity": "sha512-5UamI7xkUcJ3i9qVDS+KFDEK8/7oJ55/sJMB1Ge7IEapr7KfdfV/HErR+koZwOfd+SgtFKOKRhRakdg++DcJpQ==",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/core": {
+      "version": "7.22.9",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.22.9.tgz",
+      "integrity": "sha512-G2EgeufBcYw27U4hhoIwFcgc1XU7TlXJ3mv04oOv1WCuo900U/anZSPzEqNjwdjgffkk2Gs0AN0dW1CKVLcG7w==",
+      "dependencies": {
+        "@ampproject/remapping": "^2.2.0",
+        "@babel/code-frame": "^7.22.5",
+        "@babel/generator": "^7.22.9",
+        "@babel/helper-compilation-targets": "^7.22.9",
+        "@babel/helper-module-transforms": "^7.22.9",
+        "@babel/helpers": "^7.22.6",
+        "@babel/parser": "^7.22.7",
+        "@babel/template": "^7.22.5",
+        "@babel/traverse": "^7.22.8",
+        "@babel/types": "^7.22.5",
+        "convert-source-map": "^1.7.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.2",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/core/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/eslint-parser": {
+      "version": "7.22.9",
+      "resolved": "https://registry.npmjs.org/@babel/eslint-parser/-/eslint-parser-7.22.9.tgz",
+      "integrity": "sha512-xdMkt39/nviO/4vpVdrEYPwXCsYIXSSAr6mC7WQsNIlGnuxKyKE7GZjalcnbSWiC4OXGNNN3UQPeHfjSC6sTDA==",
+      "dependencies": {
+        "@nicolo-ribaudo/eslint-scope-5-internals": "5.1.1-v1",
+        "eslint-visitor-keys": "^2.1.0",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": "^10.13.0 || ^12.13.0 || >=14.0.0"
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+        "@babel/core": ">=7.11.0",
+        "eslint": "^7.5.0 || ^8.0.0"
+      }
+    },
+    "node_modules/@babel/eslint-parser/node_modules/eslint-visitor-keys": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-2.1.0.tgz",
+      "integrity": "sha512-0rSmRBzXgDzIsD6mGdJgevzgezI534Cer5L/vyMX0kHzT/jiB43jRhd9YUlMGYLQy2zprNmoT8qasCGtY+QaKw==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/@babel/eslint-parser/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/generator": {
+      "version": "7.22.9",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.22.9.tgz",
+      "integrity": "sha512-KtLMbmicyuK2Ak/FTCJVbDnkN1SlT8/kceFTiuDiiRUUSMnHMidxSCdG4ndkTOHHpoomWe/4xkvHkEOncwjYIw==",
+      "dependencies": {
+        "@babel/types": "^7.22.5",
+        "@jridgewell/gen-mapping": "^0.3.2",
+        "@jridgewell/trace-mapping": "^0.3.17",
+        "jsesc": "^2.5.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
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diff --git a/package.json b/package.json
new file mode 100644
index 0000000..e633532
--- /dev/null
+++ b/package.json
@@ -0,0 +1,38 @@
+{
+  "name": "exchange-rs",
+  "version": "0.1.0",
+  "private": true,
+  "dependencies": {
+    "@testing-library/jest-dom": "^5.17.0",
+    "@testing-library/react": "^13.4.0",
+    "@testing-library/user-event": "^13.5.0",
+    "react": "^18.2.0",
+    "react-dom": "^18.2.0",
+    "react-scripts": "5.0.1",
+    "web-vitals": "^2.1.4"
+  },
+  "scripts": {
+    "start": "react-scripts start",
+    "build": "react-scripts build",
+    "test": "react-scripts test",
+    "eject": "react-scripts eject"
+  },
+  "eslintConfig": {
+    "extends": [
+      "react-app",
+      "react-app/jest"
+    ]
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  }
+}
diff --git a/public/index.html b/public/index.html
new file mode 100644
index 0000000..17ca213
--- /dev/null
+++ b/public/index.html
@@ -0,0 +1,13 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <title>Orderbook</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+  </body>
+</html>
diff --git a/src/Orderbook.css b/src/Orderbook.css
new file mode 100644
index 0000000..08aadca
--- /dev/null
+++ b/src/Orderbook.css
@@ -0,0 +1,62 @@
+@import url("https: //fonts.googleapis.com/css2?family=Roboto+Mono:wght@300&display=swap");
+
+.order-book {
+    width: 300px;
+    height: 600px;
+    background: rgb(20, 21, 25);
+    font-family: 'Roboto Mono', monospace;
+    overflow-y: auto;
+}
+
+.row {
+    flex: 1 1 0;
+    display: flex;
+    height: 20px;
+    width: 100%;
+    justify-content: space-between;
+    position: relative;
+    font-size: 10pt;
+}
+
+.background-bar {
+    height: 20px;
+    right: 0px;
+    border-top-left-radius: 4px;
+    border-bottom-left-radius: 4px;
+    position: absolute;
+    display: flex;
+}
+
+.numbers {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  width: 100%;
+  color: white;
+  z-index: 0;
+  padding: 10px 10px;
+}
+
+.price {
+  text-align: start;
+}
+
+.volume {
+  text-align: right;
+}
+
+.ask-row > .background-bar {
+  background-color: rgb(79, 0, 7);
+}
+
+.ask-row > .numbers > .price {
+  color: rgb(240, 97, 109);
+}
+
+.bid-row > .background-bar {
+  background-color: rgb(0, 61, 36);
+}
+
+.bid-row > .numbers > .price {
+  color: rgb(39,173,117);
+}
diff --git a/src/Orderbook.js b/src/Orderbook.js
new file mode 100644
index 0000000..5dbf756
--- /dev/null
+++ b/src/Orderbook.js
@@ -0,0 +1,96 @@
+import './Orderbook.css';
+import exchange from './Socket';
+import { useState } from 'react';
+
+function App() {
+  let [depths, updateDepths] = useState({ asks: [], bids: [] });
+  let [tradePrice, updateTradePrice] = useState(0);
+  let [spread, updateSpread] = useState(0);
+
+  exchange.ondepthschange = depths => {
+    let asks = [];
+    let bids = [];
+    let bid_vol_max = 0;
+    let ask_vol_max = 0;
+
+    for (let price in depths.asks) {
+      asks.push({
+        price: (price / 100).toFixed(2),
+        volume: depths.asks[price],
+        side: 'ask'
+      });
+
+      if (depths.asks[price] > ask_vol_max) {
+        ask_vol_max = depths.asks[price];
+      }
+    }
+    asks.sort((a, b) => b.price - a.price);
+    asks.forEach(e => e.width = parseInt(e.volume * 100 / ask_vol_max));
+
+    for (let price in depths.bids) {
+      bids.push({
+        price: (price / 100).toFixed(2),
+        volume: depths.bids[price],
+        side: 'bid',
+      });
+
+      if (depths.bids[price] > bid_vol_max) {
+        bid_vol_max = depths.bids[price];
+      }
+
+    }
+    bids.sort((a, b) => b.price - a.price);
+    bids.forEach(e => e.width = parseInt(e.volume * 100 / bid_vol_max));
+
+    if (asks.length > 0 && bids.length > 0) {
+      let spr = asks[asks.length - 1].price - bids[0].price;
+      updateSpread(spr.toFixed(2));
+    }
+
+
+    updateDepths({ bids, asks });
+  }
+
+  exchange.ontrade = trade => {
+    updateTradePrice((trade.price_cents / 100).toFixed(2));
+  }
+
+  return (
+      <div className="order-book">
+        {
+          depths.asks.map(e => {
+            return (
+              <div className="row ask-row" key={e.price}>
+                <div className="background-bar" style={{ width: e.width + '%' }}></div>
+                <div className="numbers">
+                  <div className='price'>${e.price}</div>
+                  <div className='volume'>{e.volume}</div>
+                </div>
+              </div>
+            );
+          })
+        }
+        <div className="row" style={{ height: '30px', borderTop: '1px solid #464646', borderBottom: '1px solid #464646' }}>
+          <div className="numbers" style={{ fontSize: '10pt' }}>
+            <div style={{ textAlign: 'start' }}>${tradePrice}</div>
+            <div style={{ textAlign: 'right' }}>{spread}</div>
+          </div>
+        </div>
+        {
+          depths.bids.map(e => {
+            return (
+              <div className="row bid-row" key={e.price}>
+                <div className="background-bar" style={{ width: e.width + '%' }}></div>
+                <div className="numbers">
+                  <div className="price">${e.price}</div>
+                  <div className='volume'>{e.volume}</div>
+                </div>
+              </div>
+            );
+          })
+        }
+      </div>
+  );
+}
+
+export default App;
diff --git a/src/Socket.js b/src/Socket.js
new file mode 100644
index 0000000..934fcac
--- /dev/null
+++ b/src/Socket.js
@@ -0,0 +1,62 @@
+const WEBSOCKET_URL = 'ws://localhost:8080/ws';
+
+class Socket {
+  constructor(url) {
+    this.ws = new WebSocket(url);
+
+    this.ws.onmessage = msg => {
+      const data = JSON.parse(msg.data);
+      if (data.Depths) {
+        if (this.ondepthschange) {
+          this.ondepthschange(data.Depths);
+        }
+      } else if (data.Trade) {
+        if (this.ontrade) {
+          this.ontrade(data.Trade);
+        }
+      }
+    }
+
+    this.ws.onopen = () => {
+        for (let price = 100; price < 125; price++) {
+          this.buy("AAPL", 30, price);
+        }
+
+        for (let price = 126; price < 150; price++) {
+          this.sell("AAPL", 30, price);
+        }
+        setInterval(() => {
+          if (Math.random() > .5) {
+            let size = Math.floor(Math.random() * 20);
+            let price = Math.floor(Math.random() * 30) + 100;
+            this.buy("AAPL", size, price);
+          } else {
+            let size = Math.floor(Math.random() * 20);
+            let price = Math.floor(Math.random() * 30) + 120;
+            this.sell("AAPL", size, price);
+          }
+        }, 10);
+    }
+  }
+
+  generateOrder(security, size, price_cents, buy) {
+    return JSON.stringify({
+      Order: {
+        security, size, price_cents, buy
+      }
+    });
+  }
+
+  buy(security, size, price_cents) {
+    this.ws.send(this.generateOrder(security, size, price_cents, true))
+  }
+
+  sell(security, size, price_cents) {
+    this.ws.send(this.generateOrder(security, size, price_cents, false));
+  }
+}
+
+const socket = new Socket(WEBSOCKET_URL);
+
+
+export default socket;
diff --git a/src/exchange.rs b/src/exchange.rs
deleted file mode 100644
index 4dbfdb2..0000000
--- a/src/exchange.rs
+++ /dev/null
@@ -1,163 +0,0 @@
-use crate::{
-    order::{Order, Side, Transaction},
-    orderbook::OrderBook,
-    utils,
-};
-use anyhow::{Context, Result};
-use axum::extract::ws::{Message, WebSocket};
-use serde::{Deserialize, Serialize};
-use std::{
-    collections::{HashMap, HashSet},
-    sync::Arc,
-};
-use tokio::sync::{broadcast, mpsc, Mutex, RwLock};
-
-pub struct Exchange {
-    // update connected clients on all events
-    broadcast: broadcast::Sender<ServerMsg>,
-    // send order to exchange task
-    order_sender: mpsc::Sender<(String, Order)>,
-    // list of traded securities
-    securities_traded: Arc<RwLock<HashSet<String>>>,
-    // id counter
-    id_counter: Arc<Mutex<u64>>,
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-enum ServerMsg {
-    // set username at connection
-    SetUsername { username: String },
-    // transaction
-    Transaction(Transaction),
-}
-
-impl From<ServerMsg> for Message {
-    fn from(msg: ServerMsg) -> Self {
-        // this should never fail
-        let json = serde_json::to_string(&msg).expect("Failed to serialize json");
-        Message::Text(json)
-    }
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-enum ClientMsg {
-    // client Order
-    Order {
-        security: String,
-        size: i64,
-        price: f64,
-        buy: bool,
-    },
-}
-
-impl Exchange {
-    pub fn new() -> Self {
-        let (order_sender, mut order_receiver) = mpsc::channel(32);
-        let (broadcast, _) = broadcast::channel(32);
-
-        let exch = Exchange {
-            order_sender,
-            broadcast,
-            securities_traded: Arc::new(RwLock::new(HashSet::new())),
-            id_counter: Arc::new(Mutex::new(1)),
-        };
-
-        let s_traded_c = exch.securities_traded.clone();
-        let broadcast_c = exch.broadcast.clone();
-        tokio::spawn(async move {
-            let mut orderbooks: HashMap<&str, OrderBook> = HashMap::new();
-
-            orderbooks.insert("AAPL", OrderBook::new("AAPL"));
-
-            {
-                let mut set = s_traded_c.write().await;
-                for each in orderbooks.keys() {
-                    set.insert((*each).to_string());
-                }
-            } // release write lock
-
-            while let Some((security, order)) = order_receiver.recv().await {
-                // println!("GOT an order = {:?}", (&security, &order));
-                // there should always be a book bc prechecked before sent
-                let book = orderbooks.get_mut(security.as_str()).unwrap();
-                for transaction in book.place(order) {
-                    broadcast_c
-                        .send(ServerMsg::Transaction(transaction.clone()))
-                        .unwrap();
-                }
-            }
-        });
-
-        exch
-    }
-
-    pub async fn handle_connection(&self, mut socket: WebSocket) -> Result<()> {
-        let mut id_counter = self.id_counter.lock().await;
-        let username = format!("user-{}", *id_counter);
-        *id_counter += 1;
-
-        let msg = ServerMsg::SetUsername {
-            username: username.clone(),
-        };
-        socket.send(msg.into()).await?;
-
-        let mut broadcast_rx = self.broadcast.subscribe();
-
-        loop {
-            tokio::select! {
-                update = broadcast_rx.recv() => {
-                    socket.send(update?.into()).await?
-                }
-                msg = socket.recv() => {
-                    if let Some(msg) = msg {
-                        if let Ok(msg) = msg {
-                            self.handle_client_msg(&username, msg).await?;
-                        } else {
-                            // client disconnected
-                            println!("Client disconnected!!!!");
-                            break;
-                        }
-                    } else {
-                        println!("Client disconnected here!!");
-                        break;
-                    }
-                }
-            }
-        }
-
-        Ok(())
-    }
-
-    pub async fn handle_client_msg(&self, username: &str, msg: Message) -> Result<()> {
-        let msg: ClientMsg =
-            serde_json::from_str(&msg.into_text()?).context("Failed to deserialize client msg")?;
-        // println!("received client messgae = {:?}", msg);
-
-        match msg {
-            ClientMsg::Order {
-                security,
-                size,
-                price,
-                buy,
-            } => {
-                let order = Order {
-                    side: if buy { Side::Buy } else { Side::Sell },
-                    created_at: utils::now(),
-                    creator: username.to_owned(),
-                    size,
-                    price,
-                };
-
-                // check security is traded
-                if self.securities_traded.read().await.contains(&security) {
-                    // send to exchange tokio task/thread
-                    self.order_sender.send((security, order)).await?;
-                } else {
-                    println!("Security {security} is not traded");
-                }
-            }
-        }
-
-        Ok(())
-    }
-}
diff --git a/src/html/index.html b/src/html/index.html
deleted file mode 100644
index 3b09abc..0000000
--- a/src/html/index.html
+++ /dev/null
@@ -1,50 +0,0 @@
-<script>
-    let ws = new WebSocket('ws://localhost:8080/ws')
-
-    ws.onmessage = msg => {
-        let data = JSON.parse(msg.data);
-        console.log(data);
-    }
-
-    ws.onopen = () => {
-        ws.send(JSON.stringify({
-            Order: {
-                security: "AAPL",
-                size: 10,
-                price: 121,
-                buy: false
-            }
-        }));
-
-        ws.send(JSON.stringify({
-            Order: {
-                security: "AAPL",
-                size: 10,
-                price: 122,
-                buy: false
-            }
-        }));
-
-        ws.send(JSON.stringify({
-            Order: {
-                security: "AAPL",
-                size: 10,
-                price: 124,
-                buy: false
-            }
-        }));
-
-
-        // setTimeout(() => {
-        //     ws.send(JSON.stringify({
-        //         Order: {
-        //             security: "AAPL",
-        //             size: 100,
-        //             price: 125,
-        //             buy: true
-        //         }
-        //     }));
-        // }, 1000);
-        // ws.close();
-    }
-</script>
diff --git a/src/index.css b/src/index.css
new file mode 100644
index 0000000..ec2585e
--- /dev/null
+++ b/src/index.css
@@ -0,0 +1,13 @@
+body {
+  margin: 0;
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+    'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+    sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+}
diff --git a/src/index.js b/src/index.js
new file mode 100644
index 0000000..533297a
--- /dev/null
+++ b/src/index.js
@@ -0,0 +1,14 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import './index.css';
+import Orderbook from './Orderbook';
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+root.render(
+  <React.StrictMode>
+    <div style={{padding: '20px 200px', width: '800px'}}>
+      <Orderbook />
+    </div>
+  </React.StrictMode>
+);
+