This is a C# implementation of the Coinbase Pro websocket API found here:
Apache License 2.0
- installation via NuGet (Coinbase.Client.Websocket)
- public and authenticated API
- targeting .NET Standard 2.0 (.NET Core, Linux/MacOS compatible)
- reactive extensions (Rx.NET)
- integrated logging abstraction (LibLog)
var exitEvent = new ManualResetEvent(false);
var url = CoinbaseValues.ApiWebsocketUrl;
using (var communicator = new CoinbaseWebsocketCommunicator(url))
{
using (var client = new CoinbaseWebsocketClient(communicator))
{
client.Streams.TradesStream.Subscribe(x =>
{
Log.Information($"Trade executed [{x.ProductId}] {x.TradeSide} price: {x.Price} size: {x.Size}");
});
communicator.ReconnectionHappened.Subscribe(async type =>
{
Log.Information($"Reconnection happened, type: {type}, resubscribing..");
var subscription = new SubscribeRequest
{
ProductIds = new[]
{
"BTC-EUR",
//"BTC-USD"
},
Channels = new[]
{
ChannelSubscriptionType.Ticker,
ChannelSubscriptionType.Matches,
//ChannelSubscriptionType.Level2
}
};
client.Send(subscription);
});
communicator.Start().Wait();
exitEvent.WaitOne(TimeSpan.FromSeconds(30));
}
}More usage examples:
| PUBLIC | Covered |
|---|---|
| Heartbeat | ✔ |
| Errors | ✔ |
| Subscribe | ✔ |
| Unsubscribe | ✔ |
| Orderbook L2 | ✔ |
| Trades (matches) | ✔ |
| Ticker | ✔ |
| Status |
| AUTHENTICATED | Covered |
|---|---|
| Received | |
| Open | |
| Done | |
| Match | |
| Change | |
| Activate |
Pull Requests are welcome!
Extensions All order books together, etc. |
Bitmex |
Bitfinex |
Binance |
There is a built-in reconnection which invokes after 1 minute (default) of not receiving any messages from the server. It is possible to configure that timeout via communicator.ReconnectTimeoutMs. Also, there is a stream ReconnectionHappened which sends information about a type of reconnection. However, if you are subscribed to low rate channels, it is very likely that you will encounter that timeout - higher the timeout to a few minutes or call PingRequest by your own every few seconds.
In the case of Coinbase outage, there is a built-in functionality which slows down reconnection requests (could be configured via communicator.ErrorReconnectTimeoutMs, the default is 1 minute).
Beware that you need to resubscribe to channels after reconnection happens. You should subscribe to Streams.InfoStream, Streams.AuthenticationStream and send subscriptions requests (see #12 for example).
The library is prepared for backtesting. The dependency between Client and Communicator is via abstraction ICoinbaseCommunicator. There are two communicator implementations:
CoinbaseWebsocketCommunicator- a realtime communication with Coinbase via websocket API.CoinbaseFileCommunicator- a simulated communication, raw data are loaded from files and streamed. If you are interested in buying historical raw data (trades, order book events), contact me.
Feel free to implement ICoinbaseCommunicator on your own, for example, load raw data from database, cache, etc.
Usage:
var communicator = new CoinbaseFileCommunicator();
communicator.FileNames = new[]
{
"data/coinbase_raw_xbtusd_2018-11-13.txt"
};
communicator.Delimiter = ";;";
var client = new CoinbaseWebsocketClient(communicator);
client.Streams.TradesStream.Subscribe(response =>
{
// do something with trade
});
await communicator.Start();Observables from Reactive Extensions are single threaded by default. It means that your code inside subscriptions is called synchronously and as soon as the message comes from websocket API. It brings a great advantage of not to worry about synchronization, but if your code takes a longer time to execute it will block the receiving method, buffer the messages and may end up losing messages. For that reason consider to handle messages on the other thread and unblock receiving thread as soon as possible. I've prepared a few examples for you:
Every subscription code is called on a main websocket thread. Every subscription is synchronized together. No parallel execution. It will block the receiving thread.
client
.Streams
.TradesStream
.Subscribe(trade => { code1 });
client
.Streams
.BookStream
.Subscribe(book => { code2 });
// 'code1' and 'code2' are called in a correct order, according to websocket flow
// ----- code1 ----- code1 ----- ----- code1
// ----- ----- code2 ----- code2 code2 -----Every single subscription code is called on a separate thread. Every single subscription is synchronized, but different subscriptions are called in parallel.
client
.Streams
.TradesStream
.ObserveOn(TaskPoolScheduler.Default)
.Subscribe(trade => { code1 });
client
.Streams
.BookStream
.ObserveOn(TaskPoolScheduler.Default)
.Subscribe(book => { code2 });
// 'code1' and 'code2' are called in parallel, do not follow websocket flow
// ----- code1 ----- code1 ----- code1 -----
// ----- code2 code2 ----- code2 code2 code2In case you want to run your subscription code on the separate thread but still want to follow websocket flow through every subscription, use synchronization with gates:
private static readonly object GATE1 = new object();
client
.Streams
.TradesStream
.ObserveOn(TaskPoolScheduler.Default)
.Synchronize(GATE1)
.Subscribe(trade => { code1 });
client
.Streams
.BookStream
.ObserveOn(TaskPoolScheduler.Default)
.Synchronize(GATE1)
.Subscribe(book => { code2 });
// 'code1' and 'code2' are called concurrently and follow websocket flow
// ----- code1 ----- code1 ----- ----- code1
// ----- ----- code2 ----- code2 code2 ----Using async/await in your subscribe methods is a bit tricky. Subscribe from Rx.NET doesn't await tasks,
so it won't block stream execution and cause sometimes undesired concurrency. For example:
client
.Streams
.TradesStream
.Subscribe(async trade => {
// do smth 1
await Task.Delay(5000); // waits 5 sec, could be HTTP call or something else
// do smth 2
});That await Task.Delay won't block stream and subscribe method will be called multiple times concurrently.
If you want to buffer messages and process them one-by-one, then use this:
client
.Streams
.TradesStream
.Select(trade => Observable.FromAsync(async () => {
// do smth 1
await Task.Delay(5000); // waits 5 sec, could be HTTP call or something else
// do smth 2
}))
.Concat() // executes sequentially
.Subscribe();If you want to process them concurrently (avoid synchronization), then use this
client
.Streams
.TradesStream
.Select(trade => Observable.FromAsync(async () => {
// do smth 1
await Task.Delay(5000); // waits 5 sec, could be HTTP call or something else
// do smth 2
}))
.Merge() // executes concurrently
// .Merge(4) you can limit concurrency with a parameter
// .Merge(1) is same as .Concat()
// .Merge(0) is invalid (throws exception)
.Subscribe();More info on Github issue.
Don't worry about websocket connection, those sequential execution via .Concat() or .Merge(1) has no effect on receiving messages.
It won't affect receiving thread, only buffers messages inside TradesStream.
But beware of producer-consumer problem when the consumer will be too slow. Here is a StackOverflow issue with an example how to ignore/discard buffered messages and always process only the last one.
Due to the large amount of questions about integration of this library into a desktop application (old full .NET Framework), I've prepared WinForms example (link).
I do consulting, please don't hesitate to contact me if you have a custom solution you would like me to implement (web, [email protected])