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bbgo

★ 1,659 Open GitHub ↗

The modern cryptocurrency trading bot framework written in Go.

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* [English👈](./README.md)
* [中文](./README.zh_TW.md)

# BBGO

A modern crypto trading bot framework written in Go.

## Current Status

[![Go](https://github.com/c9s/bbgo/actions/workflows/go.yml/badge.svg?branch=main)](https://github.com/c9s/bbgo/actions/workflows/go.yml)
[![GoDoc](https://godoc.org/github.com/c9s/bbgo?status.svg)](https://pkg.go.dev/github.com/c9s/bbgo)
[![Go Report Card](https://goreportcard.com/badge/github.com/c9s/bbgo)](https://goreportcard.com/report/github.com/c9s/bbgo)
[![DockerHub](https://img.shields.io/docker/pulls/yoanlin/bbgo.svg)](https://hub.docker.com/r/yoanlin/bbgo)
[![Coverage Status](http://codecov.io/github/c9s/bbgo/coverage.svg?branch=main)](http://codecov.io/github/c9s/bbgo?branch=main)
<img alt="open collective badge" src="https://opencollective.com/bbgo/tiers/badge.svg">
<img alt="open collective badge" src="https://opencollective.com/bbgo/tiers/backer/badge.svg?label=backer&color=brightgreen" />

## Community

[![Telegram Global](https://img.shields.io/badge/telegram-global-blue.svg)](https://t.me/bbgo_intl)
[![Telegram Taiwan](https://img.shields.io/badge/telegram-tw-blue.svg)](https://t.me/bbgocrypto)
[![Twitter](https://img.shields.io/twitter/follow/bbgotrading?label=Follow&style=social)](https://twitter.com/bbgotrading)

## What You Can Do With BBGO

### Trading Bot Users 💁‍♀️ 💁‍♂️

You can use BBGO to run the built-in strategies.

### Strategy Developers 🥷

You can use BBGO's trading unit and back-test unit to implement your own strategies.

### Trading Unit Developers 🧑‍💻

You can use BBGO's underlying common exchange API; currently, it supports 8 major exchanges, so you don't have to repeat
the implementation.

## Features

- Exchange abstraction interface.
- Stream integration (user data web socket, market data web socket).
- Real-time orderBook integration through a web socket.
- TWAP order execution support. See [TWAP Order Execution](./doc/topics/twap.md)
- PnL calculation.
- Slack/Telegram notification.
- Back-testing: KLine-based back-testing engine. See [Back-testing](./doc/topics/back-testing.md)
- Built-in parameter optimization tool.
- Built-in Grid strategy and many other built-in strategies.
- Multi-exchange session support: you can connect to more than 2 exchanges with different accounts or subaccounts.
- Indicators with interface similar
  to `pandas.Series`([series](https://github.com/c9s/bbgo/blob/main/doc/development/series.md))([usage](https://github.com/c9s/bbgo/blob/main/doc/development/indicator.md)):
    - [Accumulation/Distribution Indicator](./pkg/indicator/ad.go)
    - [Arnaud Legoux Moving Average](./pkg/indicator/alma.go)
    - [Average True Range](./pkg/indicator/atr.go)
    - [Bollinger Bands](./pkg/indicator/boll.go)
    - [Commodity Channel Index](./pkg/indicator/cci.go)
    - [Cumulative Moving Average](./pkg/indicator/cma.go)
    - [Double Exponential Moving Average](./pkg/indicator/dema.go)
    - [Directional Movement Index](./pkg/indicator/dmi.go)
    - [Brownian Motion's Drift Factor](./pkg/indicator/drift.go)
    - [Ease of Movement](./pkg/indicator/emv.go)
    - [Exponentially Weighted Moving Average](./pkg/indicator/ewma.go)
    - [Hull Moving Average](./pkg/indicator/hull.go)
    - [Trend Line (Tool)](./pkg/indicator/line.go)
    - [Moving Average Convergence Divergence Indicator](./pkg/indicator/macd.go)
    - [On-Balance Volume](./pkg/indicator/obv.go)
    - [Pivot](./pkg/indicator/pivot.go)
    - [Running Moving Average](./pkg/indicator/rma.go)
    - [Relative Strength Index](./pkg/indicator/rsi.go)
    - [Simple Moving Average](./pkg/indicator/sma.go)
    - [Ehler's Super Smoother Filter](./pkg/indicator/ssf.go)
    - [Stochastic Oscillator](./pkg/indicator/stoch.go)
    - [SuperTrend](./pkg/indicator/supertrend.go)
    - [Triple Exponential Moving Average](./pkg/indicator/tema.go)
    - [Tillson T3 Moving Average](./pkg/indicator/till.go)
    - [Triangular Moving Average](./pkg/indicator/tma.go)
    - [Variable Index Dynamic Average](./pkg/indicator/vidya.go)
    - [Volatility Indicator](./pkg/indicator/volatility.go)
    - [Volume Weighted Average Price](./pkg/indicator/vwap.go)
    - [Zero Lag Exponential Moving Average](./pkg/indicator/zlema.go)
    - [Fisher Transform](./pkg/indicator/fisher.go)
    - [G-H Filter (Alpha-Beta Filter)](./pkg/indicator/ghfilter.go)
    - [Geometric Moving Average](./pkg/indicator/gma.go)
    - [Kalman Filter](./pkg/indicator/kalmanfilter.go)
    - [Klinger Oscillator](./pkg/indicator/klingeroscillator.go)
    - [Linear Regression](./pkg/indicator/linreg.go)
    - [Parabolic SAR](./pkg/indicator/psar.go)
    - [True Strength Index](./pkg/indicator/tsi.go)
    - [UT Bot Alert](./pkg/indicator/utBotAlert.go)
    - [Volume Weighted Moving Average](./pkg/indicator/vwma.go)
    - [Weighted Drift](./pkg/indicator/wdrift.go)
    - [Welles Wilder's Moving Average](./pkg/indicator/wwma.go)
    - [Standard Deviation](./pkg/indicator/stddev.go)
    - [ATR Percentage](./pkg/indicator/atrp.go)
    - [Volume Profile](./pkg/indicator/volumeprofile.go)
    - And more...
- HeikinAshi OHLC / Normal OHLC (check [this config](https://github.com/c9s/bbgo/blob/main/config/skeleton.yaml#L5))
- React-powered Web Dashboard.
- Docker image ready.
- Kubernetes support.
- Helm chart ready.
- High precision float point (up to 16 digits, run with `-tags dnum`).

## Screenshots

![bbgo dashboard](https://raw.githubusercontent.com/c9s/bbgo/main/assets/screenshots/dashboard.jpeg)

![bbgo backtest report](https://raw.githubusercontent.com/c9s/bbgo/main/assets/screenshots/backtest-report.jpg)

## Built-in Strategies

| strategy        | description                                                                                                                             | type       | backtest support |
|-----------------|-----------------------------------------------------------------------------------------------------------------------------------------|------------|------------------|
| grid            | the first generation grid strategy, it provides more flexibility, but you need to prepare inventories                                   | maker      |                  |
| grid2           | the second generation grid strategy, it can convert your quote asset into a grid, supports base+quote mode                              | maker      |                  |
| bollgrid        | strategy implements a basic grid strategy with the built-in bollinger indicator                                                         | maker      |                  |
| xmaker          | cross exchange market making strategy, it hedges your inventory risk on the other side                                                  | maker      | no               |
| xdepthmaker     | cross exchange depth-based market making strategy                                                                                       | maker      | no               |
| xfixedmaker     | cross exchange fixed-spread market making strategy                                                                                      | maker      | no               |
| xnav            | this strategy helps you record the current net asset value                                                                              | tool       | no               |
| xalign          | this strategy aligns your balance position automatically                                                                                | tool       | no               |
| xfunding        | a funding rate fee strategy                                                                                                             | funding    | no               |
| autoborrow      | this strategy uses margin to borrow assets, to help you keep a minimal balance                                                          | tool       | no               |
| autobuy         | automatically buys a specific asset periodically                                                                                        | tool       | no               |
| pivotshort      | this strategy finds the pivot low and enters the trade when the price breaks the previous low                                           | long/short |                  |
| schedule        | this strategy buy/sell with a fixed quantity periodically, you can use this as a single DCA, or to refill the fee asset like BNB         | tool       |                  |
| irr             | this strategy opens the position based on the predicated return rate                                                                    | long/short |                  |
| bollmaker       | this strategy holds a long-term long/short position, places maker orders on both sides, and uses a bollinger band to control the position size | maker      |                  |
| wall            | this strategy creates a wall (large amount of order) on the order book                                                                  | maker      | no               |
| scmaker         | this market making strategy is designed for stable coin markets, like USDC/USDT                                                         | maker      |                  |
| drift           |                                                                                                                                         | long/short |                  |
| rsicross        | this strategy opens a long position when the fast rsi crosses over the slow rsi, this is a demo strategy for using the v2 indicator     | long/short |                  |
| emacross        | EMA crossover strategy                                                                                                                  | long/short |                  |
| marketcap       | this strategy implements a strategy that rebalances the portfolio based on the market capitalization                                     | rebalance  | no               |
| supertrend      | this strategy uses DEMA and Supertrend indicator to open the long/short position                                                        | long/short |                  |
| trendtrader     | this strategy opens a long/short position based on the trendline breakout                                                               | long/short |                  |
| elliottwave     |                                                                                                                                         | long/short |                  |
| ewoDgtrd        |                                                                                                                                         | long/short |                  |
| fixedmaker      |                                                                                                                                         | maker      |                  |
| factorzoo       |                                                                                                                                         | long/short |                  |
| fmaker          |                                                                                                                                         | maker      |                  |
| linregmaker     | a linear regression based market maker                                                                                                  | maker      |                  |
| liquiditymaker  | provides liquidity on the order book                                                                                                    | maker      |                  |
| audacitymaker   | an audacious market making strategy                                                                                                     | maker      |                  |
| convert         | convert strategy is a tool that helps you convert a specific asset to a target asset                                                    | tool       | no               |
| dca             | dollar-cost averaging strategy                                                                                                          | tool       |                  |
| dca2            | second generation dollar-cost averaging strategy                                                                                        | tool       |                  |
| rebalance       | rebalances your portfolio based on target weights                                                                                       | rebalance  | no               |
| deposit2transfer | automatically transfers deposits to another account                                                                                    | tool       | no               |
| sentinel        | monitors exchange connectivity and health                                                                                               | tool       | no               |
| tri             | triangular arbitrage strategy                                                                                                           | arbitrage  | no               |
| random          | places random orders for testing purposes                                                                                               | tool       | no               |

## Supported Exchanges

- Binance Spot Exchange (and binance.us)
- OKX Spot Exchange (previous OKEX)
- Kucoin Spot Exchange
- MAX Spot Exchange (located in Taiwan)
- Bitget Exchange
- Bybit Exchange
- Coinbase Exchange
- Bitfinex Exchange

## Documentation and General Topics

- Check the [documentation index](doc/README.md)

## Requirements

* Go SDK 1.25

* Linux / MacOS / Windows (WSL)

* Get your exchange API key and secret after you register the accounts (you can choose one or more exchanges):

- MAX: <https://max.maicoin.com/signup?r=c7982718>
  - Binance: <https://accounts.binance.com/en/register?ref=38192708>
  - OKEx: <https://www.okex.com/join/2412712?src=from:ios-share>
  - Kucoin: <https://www.kucoin.com/ucenter/signup?rcode=r3KX2D4>
  - Bybit: <https://www.bybit.com/>
  - Bitget: <https://www.bitget.com/>
  - Coinbase: <https://www.coinbase.com/>
  - Bitfinex: <https://www.bitfinex.com/>

This project is maintained and supported by a small group of people. If you would like to support this project, please
  Register on the exchanges using the provided links with the referral codes above.

## Installation

### Install from binary

The following script will help you set up a config file and a dotenv file:

```sh
# grid trading strategy for binance exchange
bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/setup-grid.sh) binance

# grid trading strategy for max exchange
bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/setup-grid.sh) max

# bollinger grid trading strategy for binance exchange
bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/setup-bollgrid.sh) binance

# bollinger grid trading strategy for max exchange
bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/setup-bollgrid.sh) max
```

If you already have configuration somewhere, a download-only script might be suitable for you:

```sh
bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/download.sh)
```

Or refer to the [Release Page](https://github.com/c9s/bbgo/releases) and download manually.

Since v2, we've added a new float point implementation from dnum to support decimals with higher precision. To download &
setup, please refer to [Dnum Installation](doc/topics/dnum-binary.md)

### One-click Linode StackScript

StackScript allows you to one-click deploy a lightweight instance with bbgo.

- BBGO grid on Binance <https://cloud.linode.com/stackscripts/950715>
- BBGO grid USDT/TWD on MAX <https://cloud.linode.com/stackscripts/793380>
- BBGO grid USDC/TWD on MAX <https://cloud.linode.com/stackscripts/797776>
- BBGO grid LINK/TWD on MAX <https://cloud.linode.com/stackscripts/797774>
- BBGO grid USDC/USDT on MAX <https://cloud.linode.com/stackscripts/797777>
- BBGO grid on MAX <https://cloud.linode.com/stackscripts/795788>
- BBGO bollmaker on Binance <https://cloud.linode.com/stackscripts/1002384>

### Build from source

See [Build from source](./doc/build-from-source.md)

## Configuration

Add your dotenv file:

```sh
# for Binance Exchange, if you have one
BINANCE_API_KEY=
BINANCE_API_SECRET=

# if you want to use binance.us, change this to 1
BINANCE_US=0

# for MAX exchange, if you have one
MAX_API_KEY=
MAX_API_SECRET=

# for OKEx exchange, if you have one
OKEX_API_KEY=
OKEX_API_SECRET=
OKEX_API_PASSPHRASE

# for kucoin exchange, if you have one
KUCOIN_API_KEY=
KUCOIN_API_SECRET=
KUCOIN_API_PASSPHRASE=
KUCOIN_API_KEY_VERSION=2

# for Bybit exchange, if you have one
BYBIT_API_KEY=
BYBIT_API_SECRET=

# for Bitget exchange, if you have one
BITGET_API_KEY=
BITGET_API_SECRET=
BITGET_API_PASSPHRASE=

# for Coinbase exchange, if you have one
COINBASE_API_KEY=
COINBASE_API_SECRET=

# for Bitfinex exchange, if you have one
BITFINEX_API_KEY=
BITFINEX_API_SECRET=
```

Prepare your dotenv file `.env.local` and BBGO yaml config file `bbgo.yaml`.

To check the available environment variables, please see [Environment Variables](./doc/configuration/envvars.md)

The minimal bbgo.yaml could be generated by:

```sh
curl -o bbgo.yaml https://raw.githubusercontent.com/c9s/bbgo/main/config/minimal.yaml
```

To run strategy:

```sh
bbgo run
```

To start bbgo with the frontend dashboard:

```sh
bbgo run --enable-webserver
```

If you want to switch to another dotenv file, you can add an `--dotenv` option or `--config`:

```sh
bbgo sync --dotenv .env.dev --config config/grid.yaml --session binance
```

To query transfer history:

```sh
bbgo transfer-history --session max --asset USDT --since "2019-01-01"
```

<!--
To calculate pnl:

```sh
bbgo pnl --exchange binance --asset BTC --since "2019-01-01"
```
--->

## Advanced Configuration

### Synchronize System Time With Binance

BBGO provides the script for UNIX systems/subsystems to synchronize date with Binance. `jq` and `bc` are required to be
installed in previous.
To install the dependencies in Ubuntu, try the following commands:

```bash
sudo apt install -y bc jq
```

And to synchronize the date, try:

```bash
sudo ./scripts/sync_time.sh
```

You could also add the script to crontab so that the system time could get synchronized with Binance regularly.

### Testnet (Paper Trading)

Currently only supports Binance testnet. To run bbgo in testnet, apply new API keys
from [Binance Test Network](https://testnet.binance.vision), and set the following env before you start bbgo:

```bash
export PAPER_TRADE=1
export DISABLE_MARKET_CACHE=1 # the symbols supported in testnet is far less than the mainnet
```

### Notification

- [Setting up Telegram notification](./doc/configuration/telegram.md)
- [Setting up Slack notification](./doc/configuration/slack.md)

### Synchronizing Trading Data

By default, BBGO does not sync your trading data from the exchange sessions, so it's hard to calculate your profit and
loss correctly.

By synchronizing trades and orders to the local database, you can earn some benefits like PnL calculations, backtesting
and asset calculation.

You can only use one database driver MySQL or SQLite to store your trading data.

**Notice**: SQLite is not fully supported, we recommend you use MySQL instead of SQLite.

#### Configure MySQL Database

To use MySQL database for data syncing, first, you need to install your MySQL server:

```sh
# For Ubuntu Linux
sudo apt-get install -y mysql-server

# For newer Ubuntu Linux
sudo apt install -y mysql-server
```

Or [run it in docker](https://hub.docker.com/_/mysql)

Create your mysql database:

```sh
mysql -uroot -e "CREATE DATABASE bbgo CHARSET utf8"
```

Then put these environment variables in your `.env.local` file:

```sh
DB_DRIVER=mysql
DB_DSN="user:password@tcp(127.0.0.1:3306)/bbgo"
```

#### Configure Sqlite3 Database

To use SQLite3 instead of MySQL, simply put these environment variables in your `.env.local` file:

```sh
DB_DRIVER=sqlite3
DB_DSN=bbgo.sqlite3
```

## Synchronizing your own trading data

Once you have your database configured, you can sync your own trading data from the exchange.

See [Configure Sync For Private Trading Data](./doc/configuration/sync.md)

## Using Redis to keep persistence between BBGO sessions

To use Redis, first you need to install your Redis server:

```sh
# For Ubuntu/Debian Linux
sudo apt-get install -y redis

# For newer Ubuntu/Debian Linux
sudo apt install -y redis
```

Set the following environment variables in your `bbgo.yaml`:

```yaml
persistence:
  redis:
    host: 127.0.0.1  # The IP address or the hostname to your Redis server, 127.0.0.1 if same as BBGO  
    port: 6379  # Port to Redis server, default 6379
    db: 0  # DB number to use. You can set to another DB to avoid conflict if other applications are using Redis too.
```

## Built-in Strategies

Check out the strategy directory [strategy](pkg/strategy) for all built-in strategies:

- `pricealert` strategy demonstrates how to use the notification system [pricealert](pkg/strategy/example/pricealert). See
  [document](./doc/strategy/pricealert.md).
- `buyandhold` strategy demonstrates how to subscribe kline events and submit market
  order [buyandhold](pkg/strategy/example/pricedrop)
- `bollgrid` strategy implements a basic grid strategy with the built-in bollinger
  indicator [bollgrid](pkg/strategy/bollgrid)
- `grid` strategy implements the fixed price band grid strategy [grid](pkg/strategy/grid). See
  [document](./doc/strategy/grid.md).
- `supertrend` strategy uses Supertrend indicator as trend, and DEMA indicator as noise
  filter [supertrend](pkg/strategy/supertrend). See
  [document](./doc/strategy/supertrend.md).
- `support` strategy uses K-lines with high volume as support [support](pkg/strategy/support). See
  [document](./doc/strategy/support.md).
- `flashcrash` strategy implements a strategy that catches the flashcrash [flashcrash](pkg/strategy/flashcrash)
- `marketcap` strategy implements a strategy that rebalances the portfolio based on the market
  capitalization [marketcap](pkg/strategy/marketcap). See [document](./doc/strategy/marketcap.md).
- `pivotshort` - shorting focused strategy.
- `irr` - return rate strategy.
- `drift` - drift strategy.
- `grid2` - the second-generation grid strategy.
- `rebalance` - rebalances your portfolio based on target weights. [rebalance](pkg/strategy/rebalance). See [document](./doc/strategy/rebalance.md).

To run these built-in strategies, just modify the config file to make the configuration suitable for you, for example, if
you want to run
`buyandhold` strategy:

```sh
vim config/buyandhold.yaml

# run bbgo with the config
bbgo run --config config/buyandhold.yaml
```

## Back-testing

See [Back-testing](./doc/topics/back-testing.md)

## Adding Strategy

See [Developing Strategy](./doc/topics/developing-strategy.md)

## Write your own private strategy

Create your go package, initialize the repository with `go mod`, and add bbgo as a dependency:

```sh
go mod init
go get github.com/c9s/bbgo@main
```

Write your own strategy in the strategy file:

```sh
vim strategy.go
```

You can grab the skeleton strategy from <https://github.com/c9s/bbgo/blob/main/pkg/strategy/example/skeleton/strategy.go>

Now add your config:

```sh
mkdir config
(cd config && curl -o bbgo.yaml https://raw.githubusercontent.com/c9s/bbgo/main/config/minimal.yaml)
```

Add your strategy package path to the config file `config/bbgo.yaml`

```yaml
---
build:
  dir: build
  imports:
  - github.com/your_id/your_swing
  targets:
  - name: swing-amd64-linux
    os: linux
    arch: amd64
  - name: swing-amd64-darwin
    os: darwin
    arch: amd64
```

Run `bbgo run` command, bbgo will compile a wrapper binary that imports your strategy:

```sh
dotenv -f .env.local -- bbgo run --config config/bbgo.yaml
```

Or you can build your own wrapper binary via:

```shell
bbgo build --config config/bbgo.yaml
```

bbgo

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