50 releases
0.9.0 | Oct 20, 2024 |
---|---|
0.8.1 | Jul 8, 2024 |
0.7.1 | May 13, 2024 |
0.7.0 | Apr 16, 2023 |
0.2.10 | Nov 27, 2021 |
#7 in #backtesting
69 downloads per month
Used in 2 crates
540KB
11K
SLoC
Barter-Data
A high-performance WebSocket integration library for streaming public market data from leading cryptocurrency exchanges - batteries included. It is:
- Easy: Barter-Data's simple StreamBuilder interface allows for easy & quick setup (see example below!).
- Normalised: Barter-Data's unified interface for consuming public WebSocket data means every Exchange returns a normalised data model.
- Real-Time: Barter-Data utilises real-time WebSocket integrations enabling the consumption of normalised tick-by-tick data.
- Extensible: Barter-Data is highly extensible, and therefore easy to contribute to with coding new integrations!
See: Barter
, Barter-Integration
, Barter-Execution
& Barter-Macro
Overview
Barter-Data is a high-performance WebSocket integration library for streaming public market data from leading cryptocurrency exchanges. It presents an easy-to-use and extensible set of interfaces that can deliver normalised exchange data in real-time.
From a user perspective, the major component is the StreamBuilder
structures that assists in initialising an
arbitrary number of exchange MarketStream
s using input Subscription
s. Simply build your dream set of
MarketStreams
and Barter-Data
will do the rest!
Supported Exchange Subscriptions
Exchange | Constructor Code | InstrumentKinds | SubscriptionKinds |
---|---|---|---|
BinanceSpot | BinanceSpot::default() |
Spot | PublicTrades OrderBooksL1 OrderBooksL2 |
BinanceFuturesUsd | BinanceFuturesUsd::default() |
Perpetual | PublicTrades OrderBooksL1 OrderBooksL2 |
Bitfinex | Bitfinex |
Spot | PublicTrades |
Bitmex | Bitmex |
Perpetual | PublicTrades |
BybitSpot | BybitSpot::default() |
Spot | PublicTrades |
BybitPerpetualsUsd | BybitPerpetualsUsd::default() |
Perpetual | PublicTrades |
Coinbase | Coinbase |
Spot | PublicTrades |
GateioSpot | GateioSpot::default() |
Spot | PublicTrades |
GateioFuturesUsd | GateioFuturesUsd::default() |
Future | PublicTrades |
GateioFuturesBtc | GateioFuturesBtc::default() |
Future | PublicTrades |
GateioPerpetualsUsd | GateioPerpetualsUsd::default() |
Perpetual | PublicTrades |
GateioPerpetualsBtc | GateioPerpetualsBtc::default() |
Perpetual | PublicTrades |
GateioOptionsBtc | GateioOptions::default() |
Option | PublicTrades |
Kraken | Kraken |
Spot | PublicTrades OrderBooksL1 |
Okx | Okx |
Spot Future Perpetual Option |
PublicTrades |
Examples
See barter-data-rs/examples for a more comprehensive selection of examples!
Multi Exchange Public Trades
use barter_data::{
exchange::{
binance::{futures::BinanceFuturesUsd, spot::BinanceSpot},
bitmex::Bitmex,
bybit::{futures::BybitPerpetualsUsd, spot::BybitSpot},
coinbase::Coinbase,
gateio::{
option::GateioOptions,
perpetual::{GateioPerpetualsBtc, GateioPerpetualsUsd},
spot::GateioSpot,
},
okx::Okx,
},
streams::{Streams, reconnect::stream::ReconnectingStream},
subscription::trade::PublicTrades,
};
use barter_integration::model::instrument::kind::{
FutureContract, InstrumentKind, OptionContract, OptionExercise, OptionKind,
};
use chrono::{TimeZone, Utc};
use futures::StreamExt;
#[tokio::main]
async fn main() {
// Initialise PublicTrades Streams for various exchanges
// '--> each call to StreamBuilder::subscribe() creates a separate WebSocket connection
let streams = Streams::<PublicTrades>::builder()
.subscribe([
(BinanceSpot::default(), "btc", "usdt", InstrumentKind::Spot, PublicTrades),
(BinanceSpot::default(), "eth", "usdt", InstrumentKind::Spot, PublicTrades),
])
.subscribe([
(BinanceFuturesUsd::default(), "btc", "usdt", InstrumentKind::Perpetual, PublicTrades),
(BinanceFuturesUsd::default(), "eth", "usdt", InstrumentKind::Perpetual, PublicTrades),
])
.subscribe([
(Coinbase, "btc", "usd", InstrumentKind::Spot, PublicTrades),
(Coinbase, "eth", "usd", InstrumentKind::Spot, PublicTrades),
])
.subscribe([
(GateioSpot::default(), "btc", "usdt", InstrumentKind::Spot, PublicTrades),
])
.subscribe([
(GateioPerpetualsUsd::default(), "btc", "usdt", InstrumentKind::Perpetual, PublicTrades),
])
.subscribe([
(GateioPerpetualsBtc::default(), "btc", "usd", InstrumentKind::Perpetual, PublicTrades),
])
.subscribe([
(GateioOptions::default(), "btc", "usdt", InstrumentKind::Option(put_contract()), PublicTrades),
])
.subscribe([
(Okx, "btc", "usdt", InstrumentKind::Spot, PublicTrades),
(Okx, "btc", "usdt", InstrumentKind::Perpetual, PublicTrades),
(Okx, "btc", "usd", InstrumentKind::Future(future_contract()), PublicTrades),
(Okx, "btc", "usd", InstrumentKind::Option(call_contract()), PublicTrades),
])
.subscribe([
(BybitSpot::default(), "btc", "usdt", InstrumentKind::Spot, PublicTrades),
(BybitSpot::default(), "eth", "usdt", InstrumentKind::Spot, PublicTrades),
])
.subscribe([
(BybitPerpetualsUsd::default(), "btc", "usdt", InstrumentKind::Perpetual, PublicTrades),
])
.subscribe([
(Bitmex, "xbt", "usd", InstrumentKind::Perpetual, PublicTrades)
])
.init()
.await
.unwrap();
// Select and merge every exchange Stream using futures_util::stream::select_all
// Note: use `Streams.select(ExchangeId)` to interact with individual exchange streams!
let mut joined_stream = streams
.select_all()
.with_error_handler(|error| println!(format!("MarketStream generated error: {error:?}")));
while let Some(event) = joined_stream.next().await {
println!("{event:?}");
}
}
Getting Help
Firstly, see if the answer to your question can be found in the API Documentation. If the answer is not there, I'd be happy to help via Chat and try answer your question via Discord.
Contributing
Thanks in advance for helping to develop the Barter ecosystem! Please do get hesitate to get touch via the Discord Chat to discuss development, new features, and the future roadmap.
Adding A New Exchange Connector
- Add a new
Connector
trait implementation in src/exchange/<exchange_name>.mod.rs (eg/ see exchange::okx::Okx). - Follow on from "Adding A New Subscription Kind For An Existing Exchange Connector" below!
Adding A New SubscriptionKind For An Existing Exchange Connector
- Add a new
SubscriptionKind
trait implementation in src/subscription/<sub_kind_name>.rs (eg/ see subscription::trade::PublicTrades). - Define the
SubscriptionKind::Event
data model (eg/ see subscription::trade::PublicTrade). - Define the
MarketStream
type the exchangeConnector
will initialise for the newSubscriptionKind
:
ie/impl StreamSelector<SubscriptionKind> for <ExistingExchangeConnector> { ... }
- Try to compile and follow the remaining steps!
- Add a barter-data-rs/examples/<sub_kind_name>_streams.rs example in the standard format :)
Related Projects
In addition to the Barter-Execution crate, the Barter project also maintains:
Barter
: High-performance, extensible & modular trading components with batteries-included. Contains a pre-built trading Engine that can serve as a live-trading or backtesting system.Barter-Integration
: High-performance, low-level framework for composing flexible web integrations.Barter-Execution
: High-performance WebSocket integration library for streaming public market data from leading cryptocurrency exchanges.Barter-Macro
: Barter ecosystem macros.
Roadmap
- Add support for more exchanges (easy to help with!)
- Add support for more subscription kinds (easy to help with!)
Licence
This project is licensed under the MIT license.
Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in Barter-Data by you, shall be licensed as MIT, without any additional terms or conditions.
Dependencies
~12–24MB
~333K SLoC