2020-10-08 12:49:05 +00:00
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# bbgo
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A trading bot framework written in Go. The name bbgo comes from the BB8 bot in the Star Wars movie. aka Buy BitCoin Go!
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## Current Status
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2020-10-10 05:19:54 +00:00
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[![Build Status](https://travis-ci.org/c9s/bbgo.svg?branch=main)](https://travis-ci.org/c9s/bbgo)
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2020-10-08 12:49:05 +00:00
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## Features
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- Exchange abstraction interface
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- Stream integration (user data websocket)
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2021-02-25 04:49:25 +00:00
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- PnL calculation
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2020-10-11 12:16:38 +00:00
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- Slack notification
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2021-02-25 04:49:25 +00:00
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- KLine-based backtest
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2020-11-11 08:35:21 +00:00
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- Built-in strategies
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2021-02-25 04:49:25 +00:00
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- Multi-session support
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- Standard indicators (SMA, EMA, BOLL)
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2020-10-08 12:49:05 +00:00
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2020-10-08 14:31:09 +00:00
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## Supported Exchanges
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- MAX Exchange (located in Taiwan)
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- Binance Exchange
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2021-03-19 03:03:21 +00:00
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- FTX (working in progress)
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2020-10-08 14:31:09 +00:00
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2020-10-27 12:21:28 +00:00
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## Requirements
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2021-03-20 02:16:07 +00:00
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Get your exchange API key and secret after you register the accounts (you can choose one or more exchanges):
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2020-10-27 12:21:28 +00:00
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- For MAX: <https://max.maicoin.com/signup?r=c7982718>
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- For Binance: <https://www.binancezh.com/en/register?ref=VGDGLT80>
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2021-03-19 03:07:15 +00:00
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- For FTX: <https://ftx.com/#a=7710474>
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2021-03-23 07:42:11 +00:00
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Since the exchange implementation and support are done by a small team, if you like the work they've done for you, It
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would be great if you can use their referral code as your support to them. :-D
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2020-10-27 12:21:28 +00:00
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2020-10-10 05:18:40 +00:00
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## Installation
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2021-03-13 12:02:05 +00:00
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### Install from binary
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2021-03-18 06:54:34 +00:00
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The following script will help you set up a config file, dotenv file:
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2021-03-13 12:02:05 +00:00
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```
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bash <(curl -s https://raw.githubusercontent.com/c9s/bbgo/main/scripts/setup-grid.sh)
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```
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2021-03-18 06:54:34 +00:00
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### Install and Run from the One-click Linode StackScript:
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- BBGO USDT/TWD Market Grid Trading <https://cloud.linode.com/stackscripts/793380>
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- BBGO Standard Grid Trading <https://cloud.linode.com/stackscripts/795788>
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2021-03-13 12:02:05 +00:00
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### Install from source
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2021-03-19 03:52:09 +00:00
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Install the bbgo command:
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2020-10-10 05:18:40 +00:00
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```sh
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go get -u github.com/c9s/bbgo/cmd/bbgo
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```
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2020-10-11 08:05:07 +00:00
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Add your dotenv file:
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```
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2021-03-15 09:57:03 +00:00
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# if you have one
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BINANCE_API_KEY=
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BINANCE_API_SECRET=
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2021-03-15 09:57:03 +00:00
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# if you have one
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MAX_API_KEY=
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MAX_API_SECRET=
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2021-03-15 09:57:03 +00:00
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# if you have one
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2021-02-05 13:27:29 +00:00
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FTX_API_KEY=
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FTX_API_SECRET=
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# specify it if credentials are for subaccount
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FTX_SUBACCOUNT=
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2020-10-11 08:05:07 +00:00
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```
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2021-02-25 04:49:25 +00:00
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Prepare your dotenv file `.env.local` and BBGO yaml config file `bbgo.yaml`.
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2020-10-10 10:01:37 +00:00
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2021-03-15 12:42:53 +00:00
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The minimal bbgo.yaml could be generated by:
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2021-03-19 03:00:20 +00:00
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2021-03-15 12:42:53 +00:00
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```shell
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curl -o bbgo.yaml https://raw.githubusercontent.com/c9s/bbgo/main/config/minimal.yaml
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2021-03-15 12:42:53 +00:00
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```
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2021-02-06 07:05:25 +00:00
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To sync your own trade data:
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```
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bbgo sync --session max
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bbgo sync --session binance
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2021-02-06 07:05:25 +00:00
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```
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2021-02-25 04:49:25 +00:00
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If you want to switch to other dotenv file, you can add an `--dotenv` option or `--config`:
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2021-02-06 07:05:25 +00:00
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```
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bbgo sync --dotenv .env.dev --config config/grid.yaml --session binance
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```
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2020-11-23 06:50:57 +00:00
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To sync remote exchange klines data for backtesting:
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```sh
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bbgo backtest --exchange binance -v --sync --sync-only --sync-from 2020-01-01
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```
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To run backtest:
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```sh
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bbgo backtest --exchange binance --base-asset-baseline
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2020-11-23 06:50:57 +00:00
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```
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2020-10-11 12:11:22 +00:00
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To query transfer history:
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```sh
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2021-02-17 06:43:08 +00:00
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bbgo transfer-history --session max --asset USDT --since "2019-01-01"
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2020-10-11 12:11:22 +00:00
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```
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To calculate pnl:
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```sh
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bbgo pnl --exchange binance --asset BTC --since "2019-01-01"
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2020-10-11 12:11:22 +00:00
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```
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2020-10-27 12:21:28 +00:00
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To run strategy:
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```sh
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bbgo run
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```
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2020-10-11 12:11:22 +00:00
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2021-03-19 03:00:20 +00:00
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## Advanced Setup
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### Setting up Telegram Bot Notification
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Open your Telegram app, and chat with @botFather
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Enter `/newbot` to create a new bot
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Enter the bot display name. ex. `your_bbgo_bot`
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Enter the bot username. This should be global unique. e.g., `bbgo_bot_711222333`
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Botfather will response your a bot token. *Keep bot token safe*
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Set `TELEGRAM_BOT_TOKEN` in the `.env.local` file, e.g.,
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```shell
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TELEGRAM_BOT_TOKEN=347374838:ABFTjfiweajfiawoejfiaojfeijoaef
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```
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For the telegram chat authentication (your bot needs to verify it's you), if you only need a fixed authentication token,
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you can set `TELEGRAM_AUTH_TOKEN` in the `.env.local` file, e.g.,
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```shell
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TELEGRAM_BOT_AUTH_TOKEN=itsme55667788
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```
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Run your bbgo,
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Open your Telegram app, search your bot `bbgo_bot_711222333`
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Enter `/start` and `/auth {code}`
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Done! your notifications will be routed to the telegram chat.
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### Setting up Slack Notification
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Put your slack bot token in the .env.local file:
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```shell
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SLACK_TOKEN=xxoox
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```
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### Synchronizing Trading Data
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2021-03-23 07:42:11 +00:00
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By default, BBGO does not sync your trading data from the exchange sessions, so it's hard to calculate your profit and
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loss correctly.
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2021-03-19 03:02:35 +00:00
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2021-03-19 03:00:20 +00:00
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By synchronizing trades and orders to the local database, you can earn some benefits like PnL calculations, backtesting
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and asset calculation.
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#### Configure MySQL Database
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To use MySQL database for data syncing, first you need to install your mysql server:
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```shell
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# For Ubuntu Linux
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sudo apt-get install -y mysql-server
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```
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2021-03-19 03:52:09 +00:00
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Or [run it in docker](https://hub.docker.com/_/mysql)
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2021-03-19 03:00:20 +00:00
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Create your mysql database:
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```shell
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mysql -uroot -e "CREATE DATABASE bbgo CHARSET utf8"
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```
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Then put these environment variables in your `.env.local` file:
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```shell
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DB_DRIVER=mysql
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DB_DSN=root@tcp(127.0.0.1:3306)/bbgo
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```
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#### Configure Sqlite3 Database
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Just put these environment variables in your `.env.local` file:
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```shell
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DB_DRIVER=sqlite3
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DB_DSN=bbgo.sqlite3
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```
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2020-10-27 11:24:39 +00:00
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## Built-in Strategies
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Check out the strategy directory [strategy](pkg/strategy) for all built-in strategies:
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2020-11-07 04:24:18 +00:00
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- `pricealert` strategy demonstrates how to use the notification system [pricealert](pkg/strategy/pricealert)
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2021-03-19 03:00:20 +00:00
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- `xpuremaker` strategy demonstrates how to maintain the orderbook and submit maker
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orders [xpuremaker](pkg/strategy/xpuremaker)
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- `buyandhold` strategy demonstrates how to subscribe kline events and submit market
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order [buyandhold](pkg/strategy/buyandhold)
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- `bollgrid` strategy implements a basic grid strategy with the built-in bollinger
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indicator [bollgrid](pkg/strategy/bollgrid)
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- `grid` strategy implements the fixed price band grid strategy [grid](pkg/strategy/grid)
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- `flashcrash` strategy implements a strategy that catches the flashcrash [flashcrash](pkg/strategy/flashcrash)
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2021-03-19 03:00:20 +00:00
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To run these built-in strategies, just modify the config file to make the configuration suitable for you, for example if
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you want to run
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`buyandhold` strategy:
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2020-11-07 04:24:18 +00:00
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```sh
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vim config/buyandhold.yaml
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# run bbgo with the config
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bbgo run --config config/buyandhold.yaml
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2020-11-07 04:24:18 +00:00
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```
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2020-10-27 11:24:39 +00:00
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2021-03-21 04:17:13 +00:00
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## Adding New Built-in Strategy
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2021-03-23 07:42:11 +00:00
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Fork and clone this repository, Create a directory under `pkg/strategy/newstrategy`, write your strategy
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at `pkg/strategy/newstrategy/strategy.go`.
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2021-03-21 04:17:13 +00:00
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Define a strategy struct:
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```go
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package newstrategy
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import (
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"github.com/c9s/bbgo/pkg/fixedpoint"
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)
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type Strategy struct {
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Symbol string `json:"symbol"`
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Param1 int `json:"param1"`
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Param2 int `json:"param2"`
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Param3 fixedpoint.Value `json:"param3"`
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}
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```
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Register your strategy:
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```go
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package newstrategy
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const ID = "newstrategy"
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const stateKey = "state-v1"
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var log = logrus.WithField("strategy", ID)
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func init() {
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bbgo.RegisterStrategy(ID, &Strategy{})
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}
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```
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Implement the strategy methods:
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```go
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package newstrategy
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2021-03-21 04:17:13 +00:00
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func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) {
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session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "2m"})
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}
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func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error {
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// ....
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return nil
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}
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```
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Edit `pkg/cmd/builtin.go`, and import the package, like this:
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```go
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package cmd
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// import built-in strategies
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import (
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_ "github.com/c9s/bbgo/pkg/strategy/bollgrid"
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_ "github.com/c9s/bbgo/pkg/strategy/buyandhold"
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_ "github.com/c9s/bbgo/pkg/strategy/flashcrash"
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_ "github.com/c9s/bbgo/pkg/strategy/grid"
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_ "github.com/c9s/bbgo/pkg/strategy/mirrormaker"
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_ "github.com/c9s/bbgo/pkg/strategy/pricealert"
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_ "github.com/c9s/bbgo/pkg/strategy/support"
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_ "github.com/c9s/bbgo/pkg/strategy/swing"
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_ "github.com/c9s/bbgo/pkg/strategy/trailingstop"
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_ "github.com/c9s/bbgo/pkg/strategy/xmaker"
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_ "github.com/c9s/bbgo/pkg/strategy/xpuremaker"
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)
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```
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2020-10-27 12:36:20 +00:00
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## Write your own strategy
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Create your go package, and initialize the repository with `go mod` and add bbgo as a dependency:
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```
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go mod init
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2021-01-21 04:32:39 +00:00
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go get github.com/c9s/bbgo@main
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2020-10-27 12:36:20 +00:00
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```
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2021-01-21 04:32:39 +00:00
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Write your own strategy in the strategy file:
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2020-10-27 12:36:20 +00:00
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```
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2021-01-21 04:32:39 +00:00
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vim strategy.go
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2020-10-27 12:36:20 +00:00
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```
|
|
|
|
|
|
|
|
You can grab the skeleton strategy from <https://github.com/c9s/bbgo/blob/main/pkg/strategy/skeleton/strategy.go>
|
|
|
|
|
|
|
|
Now add your config:
|
|
|
|
|
|
|
|
```
|
|
|
|
mkdir config
|
2020-10-27 12:38:56 +00:00
|
|
|
(cd config && curl -o bbgo.yaml https://raw.githubusercontent.com/c9s/bbgo/main/config/minimal.yaml)
|
2020-10-27 12:36:20 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
Add your strategy package path to the config file `config/bbgo.yaml`
|
|
|
|
|
|
|
|
```yaml
|
2021-01-21 04:32:39 +00:00
|
|
|
---
|
|
|
|
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
|
2020-10-27 12:36:20 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
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
|
|
|
|
```
|
|
|
|
|
2021-01-21 04:32:39 +00:00
|
|
|
Or you can build your own wrapper binary via:
|
|
|
|
|
|
|
|
```shell
|
|
|
|
bbgo build --config config/bbgo.yaml
|
|
|
|
```
|
|
|
|
|
2020-10-27 12:36:20 +00:00
|
|
|
## Dynamic Injection
|
|
|
|
|
|
|
|
In order to minimize the strategy code, bbgo supports dynamic dependency injection.
|
|
|
|
|
2021-03-19 03:00:20 +00:00
|
|
|
Before executing your strategy, bbgo injects the components into your strategy object if it found the embedded field
|
|
|
|
that is using bbgo component. for example:
|
2020-10-27 12:36:20 +00:00
|
|
|
|
|
|
|
```go
|
|
|
|
type Strategy struct {
|
2021-03-19 03:00:20 +00:00
|
|
|
*bbgo.Notifiability
|
2020-10-27 12:36:20 +00:00
|
|
|
}
|
|
|
|
```
|
|
|
|
|
|
|
|
And then, in your code, you can call the methods of Notifiability.
|
|
|
|
|
|
|
|
Supported components (single exchange strategy only for now):
|
|
|
|
|
|
|
|
- `*bbgo.Notifiability`
|
|
|
|
- `bbgo.OrderExecutor`
|
|
|
|
|
2021-03-19 03:00:20 +00:00
|
|
|
If you have `Symbol string` field in your strategy, your strategy will be detected as a symbol-based strategy, then the
|
|
|
|
following types could be injected automatically:
|
2020-11-07 04:24:18 +00:00
|
|
|
|
|
|
|
- `*bbgo.ExchangeSession`
|
|
|
|
- `types.Market`
|
|
|
|
|
2021-03-15 09:57:03 +00:00
|
|
|
## Strategy Execution Phases
|
|
|
|
|
|
|
|
1. Load config from the config file.
|
|
|
|
2. Allocate and initialize exchange sessions.
|
|
|
|
3. Add exchange sessions to the environment (the data layer).
|
2021-03-15 09:58:10 +00:00
|
|
|
4. Use the given environment to initialize the trader object (the logic layer).
|
2021-03-15 09:57:03 +00:00
|
|
|
5. The trader initializes the environment and start the exchange connections.
|
|
|
|
6. Call strategy.Run() method sequentially.
|
|
|
|
|
2020-10-18 03:20:44 +00:00
|
|
|
## Exchange API Examples
|
2020-10-10 04:06:22 +00:00
|
|
|
|
2020-10-10 04:07:12 +00:00
|
|
|
Please check out the example directory: [examples](examples)
|
2020-10-10 04:06:22 +00:00
|
|
|
|
2020-10-10 04:09:23 +00:00
|
|
|
Initialize MAX API:
|
|
|
|
|
|
|
|
```go
|
|
|
|
key := os.Getenv("MAX_API_KEY")
|
|
|
|
secret := os.Getenv("MAX_API_SECRET")
|
|
|
|
|
|
|
|
maxRest := maxapi.NewRestClient(maxapi.ProductionAPIURL)
|
|
|
|
maxRest.Auth(key, secret)
|
|
|
|
```
|
|
|
|
|
|
|
|
Creating user data stream to get the orderbook (depth):
|
|
|
|
|
|
|
|
```go
|
|
|
|
stream := max.NewStream(key, secret)
|
|
|
|
stream.Subscribe(types.BookChannel, symbol, types.SubscribeOptions{})
|
|
|
|
|
|
|
|
streambook := types.NewStreamBook(symbol)
|
|
|
|
streambook.BindStream(stream)
|
|
|
|
```
|
|
|
|
|
2021-03-15 09:57:42 +00:00
|
|
|
## How To Add A New Exchange
|
|
|
|
|
|
|
|
(TBD)
|
|
|
|
|
2020-12-17 06:09:22 +00:00
|
|
|
## Helm Chart
|
|
|
|
|
2020-12-17 08:19:31 +00:00
|
|
|
Prepare your docker image locally (you can also use the docker image from docker hub):
|
|
|
|
|
2021-03-23 07:42:11 +00:00
|
|
|
```shell
|
2020-12-17 08:19:31 +00:00
|
|
|
make docker DOCKER_TAG=1.16.0
|
|
|
|
```
|
|
|
|
|
|
|
|
The docker tag version number is from the file [Chart.yaml](charts/bbgo/Chart.yaml)
|
|
|
|
|
2020-12-17 07:31:00 +00:00
|
|
|
Prepare your secret:
|
|
|
|
|
2021-03-23 07:42:11 +00:00
|
|
|
```shell
|
2020-12-18 03:29:18 +00:00
|
|
|
kubectl create secret generic bbgo-grid --from-env-file .env.local
|
2020-12-17 06:09:22 +00:00
|
|
|
```
|
|
|
|
|
2021-03-19 03:00:20 +00:00
|
|
|
Configure your config file, the chart defaults to read config/bbgo.yaml to create a configmap:
|
2020-12-17 07:31:00 +00:00
|
|
|
|
2021-03-23 07:42:11 +00:00
|
|
|
```shell
|
|
|
|
cp config/grid.yaml bbgo-grid.yaml
|
|
|
|
vim bbgo-grid.yaml
|
2020-12-17 07:31:00 +00:00
|
|
|
```
|
2021-03-23 07:42:11 +00:00
|
|
|
|
|
|
|
Prepare your configmap:
|
|
|
|
|
|
|
|
```shell
|
|
|
|
kubectl create configmap bbgo-grid --from-file=bbgo-grid.yaml
|
2020-12-17 07:31:00 +00:00
|
|
|
```
|
|
|
|
|
2021-03-19 03:00:20 +00:00
|
|
|
Install chart with the preferred release name, the release name maps to the previous secret we just created, that
|
|
|
|
is, `bbgo-grid`:
|
2020-12-17 07:31:00 +00:00
|
|
|
|
2021-03-23 07:42:11 +00:00
|
|
|
```shell
|
|
|
|
helm install --set existingConfigmap=bbgo-grid bbgo-grid ./charts/bbgo
|
2020-12-17 07:31:00 +00:00
|
|
|
```
|
|
|
|
|
2021-03-24 07:12:08 +00:00
|
|
|
To use the latest version:
|
|
|
|
|
|
|
|
```shell
|
|
|
|
helm install --set existingConfigmap=bbgo-grid --set image.tag=latest bbgo-grid ./charts/bbgo
|
|
|
|
```
|
|
|
|
|
2020-12-17 07:31:00 +00:00
|
|
|
Delete chart:
|
|
|
|
|
2021-03-23 07:42:11 +00:00
|
|
|
```shell
|
2020-12-17 07:31:00 +00:00
|
|
|
helm delete bbgo
|
|
|
|
```
|
|
|
|
|
2021-02-15 12:30:53 +00:00
|
|
|
## Development
|
|
|
|
|
2021-03-18 06:57:03 +00:00
|
|
|
### Setting up your local repository
|
|
|
|
|
|
|
|
1. Click the "Fork" button from the GitHub repository.
|
|
|
|
2. Clone your forked repository into `$GOPATH/github.com/c9s/bbgo`.
|
|
|
|
3. Change directory into `$GOPATH/github.com/c9s/bbgo`.
|
|
|
|
4. Create a branch and start your development.
|
2021-03-19 03:00:20 +00:00
|
|
|
5. Test your changes.
|
2021-03-18 06:57:03 +00:00
|
|
|
6. Push your changes to your fork.
|
|
|
|
7. Send a pull request.
|
|
|
|
|
2021-02-15 12:30:53 +00:00
|
|
|
### Adding new migration
|
|
|
|
|
|
|
|
```sh
|
|
|
|
rockhopper --config rockhopper_sqlite.yaml create --type sql add_pnl_column
|
|
|
|
rockhopper --config rockhopper_mysql.yaml create --type sql add_pnl_column
|
|
|
|
```
|
|
|
|
|
2021-02-23 01:24:42 +00:00
|
|
|
or
|
|
|
|
|
|
|
|
```
|
|
|
|
bash utils/generate-new-migration.sh add_pnl_column
|
|
|
|
```
|
|
|
|
|
|
|
|
Be sure to edit both sqlite3 and mysql migration files.
|
|
|
|
|
|
|
|
To test the drivers, you can do:
|
|
|
|
|
|
|
|
```
|
|
|
|
rockhopper --config rockhopper_sqlite.yaml up
|
|
|
|
rockhopper --config rockhopper_mysql.yaml up
|
|
|
|
```
|
|
|
|
|
2021-02-18 01:24:24 +00:00
|
|
|
### Setup frontend development environment
|
|
|
|
|
|
|
|
```
|
|
|
|
cd frontend
|
|
|
|
yarn install
|
|
|
|
```
|
|
|
|
|
|
|
|
### Testing Desktop App
|
|
|
|
|
|
|
|
for webview
|
|
|
|
|
|
|
|
```sh
|
|
|
|
make embed && go run -tags web ./cmd/bbgo-webview
|
|
|
|
```
|
|
|
|
|
|
|
|
for lorca
|
|
|
|
|
|
|
|
```sh
|
|
|
|
make embed && go run -tags web ./cmd/bbgo-lorca
|
|
|
|
```
|
|
|
|
|
2020-10-08 14:31:09 +00:00
|
|
|
## Support
|
|
|
|
|
2020-10-22 03:16:28 +00:00
|
|
|
### By contributing pull requests
|
2020-10-11 08:31:58 +00:00
|
|
|
|
|
|
|
Any pull request is welcome, documentation, format fixing, testing, features.
|
|
|
|
|
2020-10-22 03:16:28 +00:00
|
|
|
### By registering account with referral ID
|
2020-10-11 08:31:58 +00:00
|
|
|
|
2020-10-08 14:31:09 +00:00
|
|
|
You may register your exchange account with my referral ID to support this project.
|
|
|
|
|
|
|
|
- For MAX Exchange: <https://max.maicoin.com/signup?r=c7982718> (default commission rate to your account)
|
|
|
|
- For Binance Exchange: <https://www.binancezh.com/en/register?ref=VGDGLT80> (5% commission back to your account)
|
|
|
|
|
2020-10-22 03:16:28 +00:00
|
|
|
### By small amount cryptos
|
2020-10-08 14:31:09 +00:00
|
|
|
|
2020-10-11 08:31:58 +00:00
|
|
|
- BTC address `3J6XQJNWT56amqz9Hz2BEVQ7W4aNmb5kiU`
|
|
|
|
- USDT ERC20 address `0x63E5805e027548A384c57E20141f6778591Bac6F`
|
2020-10-08 14:31:09 +00:00
|
|
|
|
2021-02-06 04:40:48 +00:00
|
|
|
## Community
|
|
|
|
|
|
|
|
You can join our telegram channel <https://t.me/bbgocrypto>, it's in Chinese, but English is fine as well.
|
|
|
|
|
|
|
|
## Contribution
|
|
|
|
|
2021-03-19 03:00:20 +00:00
|
|
|
BBGO has a token BBG for the ecosystem (contract
|
|
|
|
address: <https://etherscan.io/address/0x3afe98235d680e8d7a52e1458a59d60f45f935c0>).
|
2021-02-06 04:40:48 +00:00
|
|
|
|
|
|
|
Each issue has its BBG label, by completing the issue with a pull request, you can get correspond amount of BBG.
|
|
|
|
|
|
|
|
If you have feature request, you can offer your BBG for contributors.
|
|
|
|
|
|
|
|
For further request, please contact us: <https://t.me/c123456789s>
|
|
|
|
|
2020-10-08 12:49:05 +00:00
|
|
|
## License
|
|
|
|
|
|
|
|
MIT License
|