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| 1 | + import time | ||
| 2 | + import dateparser | ||
| 3 | + import pytz | ||
| 4 | + import json | ||
| 5 | + | ||
| 6 | + from datetime import datetime | ||
| 7 | + from binance.client import Client | ||
| 8 | + | ||
| 9 | + | ||
| 10 | + def date_to_milliseconds(date_str): | ||
| 11 | + """Convert UTC date to milliseconds | ||
| 12 | + | ||
| 13 | + If using offset strings add "UTC" to date string e.g. "now UTC", "11 hours ago UTC" | ||
| 14 | + | ||
| 15 | + See dateparse docs for formats http://dateparser.readthedocs.io/en/latest/ | ||
| 16 | + | ||
| 17 | + :param date_str: date in readable format, i.e. "January 01, 2018", "11 hours ago UTC", "now UTC" | ||
| 18 | + :type date_str: str | ||
| 19 | + """ | ||
| 20 | + # get epoch value in UTC | ||
| 21 | + epoch = datetime.utcfromtimestamp(0).replace(tzinfo=pytz.utc) | ||
| 22 | + # parse our date string | ||
| 23 | + d = dateparser.parse(date_str) | ||
| 24 | + # if the date is not timezone aware apply UTC timezone | ||
| 25 | + if d.tzinfo is None or d.tzinfo.utcoffset(d) is None: | ||
| 26 | + d = d.replace(tzinfo=pytz.utc) | ||
| 27 | + | ||
| 28 | + # return the difference in time | ||
| 29 | + return int((d - epoch).total_seconds() * 1000.0) | ||
| 30 | + | ||
| 31 | + | ||
| 32 | + def interval_to_milliseconds(interval): | ||
| 33 | + """Convert a Binance interval string to milliseconds | ||
| 34 | + | ||
| 35 | + :param interval: Binance interval string 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 8h, 12h, 1d, 3d, 1w | ||
| 36 | + :type interval: str | ||
| 37 | + | ||
| 38 | + :return: | ||
| 39 | + None if unit not one of m, h, d or w | ||
| 40 | + None if string not in correct format | ||
| 41 | + int value of interval in milliseconds | ||
| 42 | + """ | ||
| 43 | + ms = None | ||
| 44 | + seconds_per_unit = { | ||
| 45 | + "m": 60, | ||
| 46 | + "h": 60 * 60, | ||
| 47 | + "d": 24 * 60 * 60, | ||
| 48 | + "w": 7 * 24 * 60 * 60 | ||
| 49 | + } | ||
| 50 | + | ||
| 51 | + unit = interval[-1] | ||
| 52 | + if unit in seconds_per_unit: | ||
| 53 | + try: | ||
| 54 | + ms = int(interval[:-1]) * seconds_per_unit[unit] * 1000 | ||
| 55 | + except ValueError: | ||
| 56 | + pass | ||
| 57 | + return ms | ||
| 58 | + | ||
| 59 | + | ||
| 60 | + def get_historical_klines(symbol, interval, start_str, end_str=None): | ||
| 61 | + """Get Historical Klines from Binance | ||
| 62 | + | ||
| 63 | + See dateparse docs for valid start and end string formats http://dateparser.readthedocs.io/en/latest/ | ||
| 64 | + | ||
| 65 | + If using offset strings for dates add "UTC" to date string e.g. "now UTC", "11 hours ago UTC" | ||
| 66 | + | ||
| 67 | + :param symbol: Name of symbol pair e.g BNBBTC | ||
| 68 | + :type symbol: str | ||
| 69 | + :param interval: Biannce Kline interval | ||
| 70 | + :type interval: str | ||
| 71 | + :param start_str: Start date string in UTC format | ||
| 72 | + :type start_str: str | ||
| 73 | + :param end_str: optional - end date string in UTC format | ||
| 74 | + :type end_str: str | ||
| 75 | + | ||
| 76 | + :return: list of OHLCV values | ||
| 77 | + | ||
| 78 | + """ | ||
| 79 | + # create the Binance client, no need for api key | ||
| 80 | + client = Client("", "") | ||
| 81 | + | ||
| 82 | + # init our list | ||
| 83 | + output_data = [] | ||
| 84 | + | ||
| 85 | + # setup the max limit | ||
| 86 | + limit = 500 | ||
| 87 | + | ||
| 88 | + # convert interval to useful value in seconds | ||
| 89 | + timeframe = interval_to_milliseconds(interval) | ||
| 90 | + | ||
| 91 | + # convert our date strings to milliseconds | ||
| 92 | + start_ts = date_to_milliseconds(start_str) | ||
| 93 | + | ||
| 94 | + # if an end time was passed convert it | ||
| 95 | + end_ts = None | ||
| 96 | + if end_str: | ||
| 97 | + end_ts = date_to_milliseconds(end_str) | ||
| 98 | + | ||
| 99 | + idx = 0 | ||
| 100 | + # it can be difficult to know when a symbol was listed on Binance so allow start time to be before list date | ||
| 101 | + symbol_existed = False | ||
| 102 | + while True: | ||
| 103 | + # fetch the klines from start_ts up to max 500 entries or the end_ts if set | ||
| 104 | + temp_data = client.get_klines( | ||
| 105 | + symbol=symbol, | ||
| 106 | + interval=interval, | ||
| 107 | + limit=limit, | ||
| 108 | + startTime=start_ts, | ||
| 109 | + endTime=end_ts | ||
| 110 | + ) | ||
| 111 | + | ||
| 112 | + # handle the case where our start date is before the symbol pair listed on Binance | ||
| 113 | + if not symbol_existed and len(temp_data): | ||
| 114 | + symbol_existed = True | ||
| 115 | + | ||
| 116 | + if symbol_existed: | ||
| 117 | + # append this loops data to our output data | ||
| 118 | + output_data += temp_data | ||
| 119 | + | ||
| 120 | + # update our start timestamp using the last value in the array and add the interval timeframe | ||
| 121 | + start_ts = temp_data[len(temp_data) - 1][0] + timeframe | ||
| 122 | + else: | ||
| 123 | + # it wasn't listed yet, increment our start date | ||
| 124 | + start_ts += timeframe | ||
| 125 | + | ||
| 126 | + idx += 1 | ||
| 127 | + # check if we received less than the required limit and exit the loop | ||
| 128 | + if len(temp_data) < limit: | ||
| 129 | + # exit the while loop | ||
| 130 | + break | ||
| 131 | + | ||
| 132 | + # sleep after every 3rd call to be kind to the API | ||
| 133 | + if idx % 3 == 0: | ||
| 134 | + time.sleep(1) | ||
| 135 | + | ||
| 136 | + return output_data | ||
| 137 | + | ||
| 138 | + | ||
| 139 | + symbol = "ETHBTC" | ||
| 140 | + start = "1 Dec, 2017" | ||
| 141 | + end = "1 Jan, 2018" | ||
| 142 | + interval = Client.KLINE_INTERVAL_30MINUTE | ||
| 143 | + | ||
| 144 | + klines = get_historical_klines(symbol, interval, start, end) | ||
| 145 | + | ||
| 146 | + # open a file with filename including symbol, interval and start and end converted to milliseconds | ||
| 147 | + with open( | ||
| 148 | + "Binance_{}_{}_{}-{}.json".format( | ||
| 149 | + symbol, | ||
| 150 | + interval, | ||
| 151 | + date_to_milliseconds(start), | ||
| 152 | + date_to_milliseconds(end) | ||
| 153 | + ), | ||
| 154 | + 'w' # set file write mode | ||
| 155 | + ) as f: | ||
| 156 | + f.write(json.dumps(klines)) | ||
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