├── .DS_Store ├── .gitignore ├── README.md ├── coinview ├── README.md ├── app.py ├── backtest.py ├── config.py ├── data │ ├── 15minutes.csv │ ├── 2012-2020.csv │ ├── 2020_15minutes.csv │ ├── 5minute_2020.csv │ ├── 5minutes.csv │ ├── all_time_daily.csv │ ├── daily.csv │ ├── daily_2020.csv │ └── dataset.txt ├── get_data.py ├── requirements.txt ├── static │ └── chart.js ├── ta.py └── templates │ └── index.html └── rsibot ├── bot.py ├── config.py └── requirements.txt /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hackingthemarkets/binance-tutorials/791930d6419820c447ee3f36fa9f97cb9e57267f/.DS_Store -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # binance-tutorials 2 | Real-Time Candlestick Charts and Crypto Trading Bot using Binance API and Websockets 3 | 4 | This source code is explained and demonstrated in my YouTube channel: 5 | 6 | https://youtube.com/parttimelarry 7 | 8 | Binance API series for the webapp starts here (there are 10 videos): 9 | 10 | https://www.youtube.com/watch?v=rvhnz1yBHgQ 11 | 12 | If you are only interested in the RSI bot: 13 | 14 | https://youtu.be/GdlFhF6gjKo 15 | -------------------------------------------------------------------------------- /coinview/README.md: -------------------------------------------------------------------------------- 1 | 2 | ## Binance Part 1 - Websockets and Real-Time Lightweight Charts 3 | 4 | * What is binance and how does it compare to other exchanges? 5 | * Why crypto? Open on nights and weekends, learn new things by doing 6 | * wscat - connect to websocket from the command line 7 | * wss://stream.binance.com:9443/ws/btcusdt@trade 8 | * capture output to a file 9 | * connect to websocket from the Web / JavaScript 10 | * Lightweight Charts - create real-time candlestick chart similar to TradingView 11 | * UI for to check indicators (eg. RSI), configure values, configure alerts/nofications 12 | 13 | ## Binance Part 2 - Technical Analysis with Python and TALib 14 | 15 | * connect to websockets from Python, write candlestick data to CSV 16 | * download some historical data using a REST API 17 | * install TALib, try out some indicators on a dataset 18 | 19 | ## Binance Part 3 - Backtesting with Backtrader and TALib Indicators 20 | 21 | * test some indicators against a historical dataset 22 | * plot some pretty charts with buy and sell points, results 23 | 24 | ## Binance Part 4 - Building an API for indicator settings 25 | 26 | * API endpoint to save / persist indicator and notification settings 27 | * Using settings from Python websocket processor 28 | * API endpoint for executing a buy order 29 | * API endpoint for sending notification 30 | 31 | ## Binance Part 5 - Finishing up 32 | 33 | * Add stuff to UI 34 | 35 | -------------------------------------------------------------------------------- /coinview/app.py: -------------------------------------------------------------------------------- 1 | from flask import Flask, render_template, request, flash, redirect, jsonify 2 | import config, csv, datetime 3 | from binance.client import Client 4 | from binance.enums import * 5 | 6 | app = Flask(__name__) 7 | app.secret_key = b'somelongrandomstring' 8 | 9 | client = Client(config.API_KEY, config.API_SECRET, tld='us') 10 | 11 | 12 | @app.route('/') 13 | def index(): 14 | title = 'CoinView' 15 | 16 | account = client.get_account() 17 | 18 | balances = account['balances'] 19 | 20 | exchange_info = client.get_exchange_info() 21 | symbols = exchange_info['symbols'] 22 | 23 | return render_template('index.html', title=title, my_balances=balances, symbols=symbols) 24 | 25 | 26 | @app.route('/buy', methods=['POST']) 27 | def buy(): 28 | print(request.form) 29 | try: 30 | order = client.create_order(symbol=request.form['symbol'], 31 | side=SIDE_BUY, 32 | type=ORDER_TYPE_MARKET, 33 | quantity=request.form['quantity']) 34 | except Exception as e: 35 | flash(e.message, "error") 36 | 37 | return redirect('/') 38 | 39 | 40 | @app.route('/sell') 41 | def sell(): 42 | return 'sell' 43 | 44 | 45 | @app.route('/settings') 46 | def settings(): 47 | return 'settings' 48 | 49 | @app.route('/history') 50 | def history(): 51 | candlesticks = client.get_historical_klines("BTCUSDT", Client.KLINE_INTERVAL_15MINUTE, "1 Jul, 2020", "12 Jul, 2020") 52 | 53 | processed_candlesticks = [] 54 | 55 | for data in candlesticks: 56 | candlestick = { 57 | "time": data[0] / 1000, 58 | "open": data[1], 59 | "high": data[2], 60 | "low": data[3], 61 | "close": data[4] 62 | } 63 | 64 | processed_candlesticks.append(candlestick) 65 | 66 | return jsonify(processed_candlesticks) -------------------------------------------------------------------------------- /coinview/backtest.py: -------------------------------------------------------------------------------- 1 | import backtrader as bt 2 | import datetime 3 | 4 | class RSIStrategy(bt.Strategy): 5 | 6 | def __init__(self): 7 | self.rsi = bt.talib.RSI(self.data, period=14) 8 | 9 | def next(self): 10 | if self.rsi < 30 and not self.position: 11 | self.buy(size=1) 12 | 13 | if self.rsi > 70 and self.position: 14 | self.close() 15 | 16 | 17 | cerebro = bt.Cerebro() 18 | 19 | fromdate = datetime.datetime.strptime('2020-07-01', '%Y-%m-%d') 20 | todate = datetime.datetime.strptime('2020-07-12', '%Y-%m-%d') 21 | 22 | data = bt.feeds.GenericCSVData(dataname='data/2020_15minutes.csv', dtformat=2, compression=15, timeframe=bt.TimeFrame.Minutes, fromdate=fromdate, todate=todate) 23 | 24 | cerebro.adddata(data) 25 | 26 | cerebro.addstrategy(RSIStrategy) 27 | 28 | cerebro.run() 29 | 30 | cerebro.plot() -------------------------------------------------------------------------------- /coinview/config.py: -------------------------------------------------------------------------------- 1 | API_KEY = 'yourbinanceapikey' 2 | API_SECRET = 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{"e":"kline","E":1590346251135,"s":"BTCUSDT","k":{"t":1590346200000,"T":1590346499999,"s":"BTCUSDT","i":"5m","f":327369438,"L":327369703,"o":"8953.33000000","c":"8953.18000000","h":"8954.62000000","l":"8950.00000000","v":"22.59102300","n":266,"x":false,"q":"202227.36416906","V":"8.43814700","Q":"75546.37796704","B":"0"}} 33 | {"e":"kline","E":1590346253311,"s":"BTCUSDT","k":{"t":1590346200000,"T":1590346499999,"s":"BTCUSDT","i":"5m","f":327369438,"L":327369707,"o":"8953.33000000","c":"8952.61000000","h":"8954.62000000","l":"8950.00000000","v":"22.69913000","n":270,"x":false,"q":"203195.26066549","V":"8.44406000","Q":"75599.31545953","B":"0"}} 34 | -------------------------------------------------------------------------------- /coinview/get_data.py: -------------------------------------------------------------------------------- 1 | import config, csv 2 | from binance.client import Client 3 | 4 | client = Client(config.API_KEY, config.API_SECRET) 5 | 6 | # prices = client.get_all_tickers() 7 | 8 | # for price in prices: 9 | # print(price) 10 | 11 | csvfile = open('2020_15minutes.csv', 'w', newline='') 12 | candlestick_writer = csv.writer(csvfile, delimiter=',') 13 | 14 | candlesticks = client.get_historical_klines("BTCUSDT", Client.KLINE_INTERVAL_15MINUTE, "1 Jan, 2020", "12 Jul, 2020") 15 | #candlesticks = client.get_historical_klines("BTCUSDT", Client.KLINE_INTERVAL_1DAY, "1 Jan, 2020", "12 Jul, 2020") 16 | #candlesticks = client.get_historical_klines("BTCUSDT", Client.KLINE_INTERVAL_1DAY, "1 Jan, 2017", "12 Jul, 2020") 17 | 18 | for candlestick in candlesticks: 19 | candlestick[0] = candlestick[0] / 1000 20 | candlestick_writer.writerow(candlestick) 21 | 22 | csvfile.close() 23 | -------------------------------------------------------------------------------- /coinview/requirements.txt: -------------------------------------------------------------------------------- 1 | python-binance 2 | TA-Lib 3 | numpy 4 | backtrader 5 | flask -------------------------------------------------------------------------------- /coinview/static/chart.js: -------------------------------------------------------------------------------- 1 | var chart = LightweightCharts.createChart(document.getElementById('chart'), { 2 | width: 1000, 3 | height: 500, 4 | layout: { 5 | backgroundColor: '#000000', 6 | textColor: 'rgba(255, 255, 255, 0.9)', 7 | }, 8 | grid: { 9 | vertLines: { 10 | color: 'rgba(197, 203, 206, 0.5)', 11 | }, 12 | horzLines: { 13 | color: 'rgba(197, 203, 206, 0.5)', 14 | }, 15 | }, 16 | crosshair: { 17 | mode: LightweightCharts.CrosshairMode.Normal, 18 | }, 19 | priceScale: { 20 | borderColor: 'rgba(197, 203, 206, 0.8)', 21 | }, 22 | timeScale: { 23 | borderColor: 'rgba(197, 203, 206, 0.8)', 24 | timeVisible: true, 25 | secondsVisible: false, 26 | }, 27 | }); 28 | 29 | var candleSeries = chart.addCandlestickSeries({ 30 | upColor: '#00ff00', 31 | downColor: '#ff0000', 32 | borderDownColor: 'rgba(255, 144, 0, 1)', 33 | borderUpColor: 'rgba(255, 144, 0, 1)', 34 | wickDownColor: 'rgba(255, 144, 0, 1)', 35 | wickUpColor: 'rgba(255, 144, 0, 1)', 36 | }); 37 | 38 | fetch('http://localhost:5000/history') 39 | .then((r) => r.json()) 40 | .then((response) => { 41 | console.log(response) 42 | 43 | candleSeries.setData(response); 44 | }) 45 | 46 | 47 | var binanceSocket = new WebSocket("wss://stream.binance.com:9443/ws/btcusdt@kline_15m"); 48 | 49 | binanceSocket.onmessage = function (event) { 50 | var message = JSON.parse(event.data); 51 | 52 | var candlestick = message.k; 53 | 54 | console.log(candlestick) 55 | 56 | candleSeries.update({ 57 | time: candlestick.t / 1000, 58 | open: candlestick.o, 59 | high: candlestick.h, 60 | low: candlestick.l, 61 | close: candlestick.c 62 | }) 63 | } -------------------------------------------------------------------------------- /coinview/ta.py: -------------------------------------------------------------------------------- 1 | import numpy 2 | import talib 3 | from numpy import genfromtxt 4 | 5 | my_data = genfromtxt('15minutes.csv', delimiter=',') 6 | 7 | print(my_data) 8 | 9 | close = my_data[:,4] 10 | 11 | print(close) 12 | # moving_average = talib.SMA(close, timeperiod=10) 13 | 14 | # print(moving_average) 15 | 16 | rsi = talib.RSI(close) 17 | 18 | print(rsi) -------------------------------------------------------------------------------- /coinview/templates/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | Coinview 4 | 5 | 6 | 7 | 8 |

{{ title }}

9 | 10 |
11 | 12 |
13 | 14 |
15 |

Buy Crypto

16 | {% with messages = get_flashed_messages() %} 17 | {% if messages %} 18 |
19 | 20 | {% for message in messages %} 21 | {{ message }} 22 | {% endfor %} 23 |
24 | 25 | {% endif %} 26 | {% endwith %} 27 | 28 |
29 | 30 | 35 | 36 |
37 |
38 | 39 |

Settings

40 | 41 |
42 | RSI 43 | 44 | Overbought 45 | 46 | Oversold 47 | 48 | 49 |
50 | 51 |
52 |

Balances

53 | 54 | 55 | {% for balance in my_balances %} 56 | 57 | 60 | 63 | 64 | 65 | {% endfor %} 66 |
58 | {{ balance['asset'] }} 59 | 61 | {{ balance['free'] }} 62 |
67 | 68 |
69 | 70 | 71 | 85 | 86 | 87 | -------------------------------------------------------------------------------- /rsibot/bot.py: -------------------------------------------------------------------------------- 1 | import websocket, json, pprint, talib, numpy 2 | import config 3 | from binance.client import Client 4 | from binance.enums import * 5 | 6 | SOCKET = "wss://stream.binance.com:9443/ws/ethusdt@kline_1m" 7 | 8 | RSI_PERIOD = 14 9 | RSI_OVERBOUGHT = 70 10 | RSI_OVERSOLD = 30 11 | TRADE_SYMBOL = 'ETHUSD' 12 | TRADE_QUANTITY = 0.05 13 | 14 | closes = [] 15 | in_position = False 16 | 17 | client = Client(config.API_KEY, config.API_SECRET, tld='us') 18 | 19 | def order(side, quantity, symbol,order_type=ORDER_TYPE_MARKET): 20 | try: 21 | print("sending order") 22 | order = client.create_order(symbol=symbol, side=side, type=order_type, quantity=quantity) 23 | print(order) 24 | except Exception as e: 25 | print("an exception occured - {}".format(e)) 26 | return False 27 | 28 | return True 29 | 30 | 31 | def on_open(ws): 32 | print('opened connection') 33 | 34 | def on_close(ws): 35 | print('closed connection') 36 | 37 | def on_message(ws, message): 38 | global closes, in_position 39 | 40 | print('received message') 41 | json_message = json.loads(message) 42 | pprint.pprint(json_message) 43 | 44 | candle = json_message['k'] 45 | 46 | is_candle_closed = candle['x'] 47 | close = candle['c'] 48 | 49 | if is_candle_closed: 50 | print("candle closed at {}".format(close)) 51 | closes.append(float(close)) 52 | print("closes") 53 | print(closes) 54 | 55 | if len(closes) > RSI_PERIOD: 56 | np_closes = numpy.array(closes) 57 | rsi = talib.RSI(np_closes, RSI_PERIOD) 58 | print("all rsis calculated so far") 59 | print(rsi) 60 | last_rsi = rsi[-1] 61 | print("the current rsi is {}".format(last_rsi)) 62 | 63 | if last_rsi > RSI_OVERBOUGHT: 64 | if in_position: 65 | print("Overbought! Sell! Sell! Sell!") 66 | # put binance sell logic here 67 | order_succeeded = order(SIDE_SELL, TRADE_QUANTITY, TRADE_SYMBOL) 68 | if order_succeeded: 69 | in_position = False 70 | else: 71 | print("It is overbought, but we don't own any. Nothing to do.") 72 | 73 | if last_rsi < RSI_OVERSOLD: 74 | if in_position: 75 | print("It is oversold, but you already own it, nothing to do.") 76 | else: 77 | print("Oversold! Buy! Buy! Buy!") 78 | # put binance buy order logic here 79 | order_succeeded = order(SIDE_BUY, TRADE_QUANTITY, TRADE_SYMBOL) 80 | if order_succeeded: 81 | in_position = True 82 | 83 | 84 | ws = websocket.WebSocketApp(SOCKET, on_open=on_open, on_close=on_close, on_message=on_message) 85 | ws.run_forever() -------------------------------------------------------------------------------- /rsibot/config.py: -------------------------------------------------------------------------------- 1 | API_KEY = 'yourbinanceapikey' 2 | API_SECRET = 'yourbinanceapisecret' -------------------------------------------------------------------------------- /rsibot/requirements.txt: -------------------------------------------------------------------------------- 1 | python-binance 2 | TA-Lib 3 | numpy 4 | websocket_client --------------------------------------------------------------------------------