{"id":10644,"date":"2026-01-29T15:19:05","date_gmt":"2026-01-29T07:19:05","guid":{"rendered":"https:\/\/blog.alltick.co\/zh-CN\/?p=10644"},"modified":"2026-01-29T15:19:05","modified_gmt":"2026-01-29T07:19:05","slug":"xtrader%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e7%ad%96%e7%95%a5%e5%ae%9e%e6%88%98%e7%bb%8f%e9%aa%8c%e5%88%86%e4%ba%ab","status":"publish","type":"post","link":"https:\/\/blog.alltick.co\/zh-CN\/xtrader%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e7%ad%96%e7%95%a5%e5%ae%9e%e6%88%98%e7%bb%8f%e9%aa%8c%e5%88%86%e4%ba%ab\/","title":{"rendered":"XTrader\u662f\u4ec0\u4e48\uff1f\u91cf\u5316\u4ea4\u6613\u7b56\u7565\u5b9e\u6218\u7ecf\u9a8c\u5206\u4eab"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

\u5728\u91cf\u5316\u4ea4\u6613\u7684\u9886\u57df\uff0c\u7b56\u7565\u7684\u9009\u62e9\u548c\u6267\u884c\u81f3\u5173\u91cd\u8981\u3002XTrader\u4f5c\u4e3a\u4e00\u4e2a\u96c6\u6210\u4e86\u5f3a\u5927\u6570\u636e\u5206\u6790\u548c\u7b56\u7565\u6267\u884c\u529f\u80fd\u7684\u4ea4\u6613\u5e73\u53f0\uff0c\u9010\u6e10\u6210\u4e3a\u4e86\u8d8a\u6765\u8d8a\u591a\u4ea4\u6613\u8005\u7684\u9996\u9009\u5de5\u5177\u3002\u901a\u8fc7\u5bf9trader-x\u5408\u7ea6\u91cf\u5316\u7b56\u7565\u7684\u5e94\u7528\uff0c\u4ea4\u6613\u8005\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u5e02\u573a\u5206\u6790\u4e0e\u81ea\u52a8\u5316\u4ea4\u6613\uff0c\u63d0\u5347\u4ea4\u6613\u7b56\u7565\u7684\u6267\u884c\u529b\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790XTrader\u5e73\u53f0\uff0c\u5206\u4eabtrader-x\u5408\u7ea6\u91cf\u5316\u7b56\u7565\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u5e76\u63d0\u4f9b\u5177\u4f53\u7684\u64cd\u4f5c\u793a\u4f8b\u3002<\/p>\n\n\n\n

\u4e00\u3001XTrader\u662f\u4ec0\u4e48\uff1f<\/strong><\/h3>\n\n\n\n

XTrader\u662f\u4e00\u6b3e\u4e13\u4e3a\u91cf\u5316\u4ea4\u6613\u8bbe\u8ba1\u7684\u4ea4\u6613\u5e73\u53f0\uff0c\u652f\u6301\u591a\u79cd\u91d1\u878d\u8d44\u4ea7\uff08\u5982\u5916\u6c47\u3001\u80a1\u7968\u3001\u52a0\u5bc6\u8d27\u5e01\u7b49\uff09\u7684\u5b9e\u65f6\u6570\u636e\u83b7\u53d6\u3001\u7b56\u7565\u56de\u6d4b\u548c\u81ea\u52a8\u5316\u4ea4\u6613\u3002\u5b83\u901a\u8fc7\u63d0\u4f9b\u4e30\u5bcc\u7684API\u63a5\u53e3\u548c\u5f3a\u5927\u7684\u6570\u636e\u652f\u6301\uff0c\u4f7f\u4ea4\u6613\u8005\u80fd\u591f\u6839\u636e\u5b9e\u65f6\u5e02\u573a\u53d8\u5316\u8bbe\u8ba1\u548c\u4f18\u5316\u91cf\u5316\u4ea4\u6613\u7b56\u7565\u3002\u65e0\u8bba\u662f\u8d8b\u52bf\u8ddf\u8e2a\u3001\u5747\u503c\u56de\u5f52\uff0c\u8fd8\u662ftrader-x\u5408\u7ea6\u91cf\u5316\u7b56\u7565\uff0cXTrader\u90fd\u80fd\u4e3a\u4ea4\u6613\u8005\u63d0\u4f9b\u7075\u6d3b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u4ed6\u4eec\u5728\u590d\u6742\u7684\u5e02\u573a\u73af\u5883\u4e2d\u66f4\u597d\u5730\u6267\u884c\u4ea4\u6613\u3002<\/p>\n\n\n\n

\u6838\u5fc3\u529f\u80fd<\/strong><\/td>\u8bf4\u660e<\/strong><\/td>\u5b9e\u9645\u5e94\u7528<\/strong><\/td><\/tr>
\u5b9e\u65f6\u6570\u636e\u83b7\u53d6<\/td>\u63d0\u4f9b\u591a\u79cd\u91d1\u878d\u8d44\u4ea7\u7684\u5b9e\u65f6\u5e02\u573a\u6570\u636e<\/td>\u83b7\u53d6EUR\/USD\u7684\u5b9e\u65f6\u4ef7\u683c\uff0c\u8fdb\u884c\u8d8b\u52bf\u5206\u6790<\/td><\/tr>
\u7b56\u7565\u8bbe\u8ba1\u4e0e\u56de\u6d4b<\/td>\u652f\u6301\u7b56\u7565\u8bbe\u8ba1\u3001\u6a21\u62df\u56de\u6d4b\u4e0e\u4f18\u5316<\/td>\u8bbe\u8ba1\u4e00\u4e2a\u57fa\u4e8e\u79fb\u52a8\u5e73\u5747\u7ebf\u7684\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565\uff0c\u56de\u6d4b\u5176\u6548\u679c<\/td><\/tr>
\u81ea\u52a8\u5316\u4ea4\u6613\u6267\u884c<\/td>\u652f\u6301\u7b56\u7565\u81ea\u52a8\u6267\u884c\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884<\/td>\u8bbe\u7f6e\u89c4\u5219\uff0c\u5f53\u77ed\u671f\u5747\u7ebf\u7a81\u7834\u957f\u671f\u5747\u7ebf\u65f6\u81ea\u52a8\u6267\u884c\u4e70\u5165\u64cd\u4f5c<\/td><\/tr>
WebSocket\u63a5\u53e3<\/td>\u63d0\u4f9b\u4f4e\u5ef6\u8fdf\u7684\u5b9e\u65f6\u6570\u636e\u6d41\uff0c\u9002\u5408\u9ad8\u9891\u4ea4\u6613<\/td>\u5b9e\u65f6\u63a5\u6536\u5e02\u573a\u6570\u636e\u5e76\u6267\u884c\u79d2\u7ea7\u53cd\u5e94\u7684\u9ad8\u9891\u4ea4\u6613\u7b56\u7565<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u901a\u8fc7\u8fd9\u4e9b\u529f\u80fd\uff0cXTrader\u4e3a\u91cf\u5316\u4ea4\u6613\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b8c\u5584\u7684\u4ea4\u6613\u6846\u67b6\uff0c\u652f\u6301\u4ed6\u4eec\u7075\u6d3b\u8bbe\u8ba1\u548c\u81ea\u52a8\u6267\u884c\u5404\u79cd\u7b56\u7565\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u5206\u6790\u51e0\u79cd\u5e38\u89c1\u7684\u91cf\u5316\u4ea4\u6613\u7b56\u7565\uff0c\u5e76\u7ed3\u5408XTrader\u7684\u529f\u80fd\u8fdb\u884c\u8be6\u7ec6\u8bf4\u660e\u3002<\/p>\n\n\n\n

\u4e8c\u3001trader-x\u5408\u7ea6\u91cf\u5316\u7b56\u7565\u89e3\u6790<\/strong><\/h3>\n\n\n\n

\u5728\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u7b56\u7565\u7684\u8bbe\u8ba1\u4e0d\u4ec5\u9700\u8981\u6280\u672f\u652f\u6301\uff0c\u8fd8\u8981\u6709\u9002\u5e94\u5e02\u573a\u53d8\u5316\u7684\u7075\u6d3b\u6027\u3002trader-x\u5408\u7ea6\u91cf\u5316\u7b56\u7565\u662f\u4e00\u79cd\u57fa\u4e8e\u5408\u7ea6\u4ea4\u6613\u7684\u91cf\u5316\u7b56\u7565\uff0c\u901a\u5e38\u7528\u4e8e\u6355\u6349\u5e02\u573a\u6ce2\u52a8\uff0c\u5e76\u901a\u8fc7\u5408\u7ea6\u4ea4\u6613\u5b9e\u73b0\u8d44\u91d1\u7684\u5feb\u901f\u589e\u503c\u3002\u8fd9\u7c7b\u7b56\u7565\u9700\u8981\u4f9d\u8d56\u5b9e\u65f6\u5e02\u573a\u6570\u636e\u548c\u7cbe\u51c6\u7684\u6267\u884c\u529b\uff0cXTrader\u4e3a\u6b64\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684API\u63a5\u53e3\u548c\u5b9e\u65f6\u6570\u636e\u652f\u6301\u3002<\/p>\n\n\n\n

1. \u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565<\/strong><\/h4>\n\n\n\n

\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565\u57fa\u4e8e\u5e02\u573a\u8d8b\u52bf\u7684\u6301\u7eed\u6027\u5047\u8bbe\uff0c\u65e8\u5728\u5728\u8d8b\u52bf\u51fa\u73b0\u65f6\u53ca\u65f6\u4ecb\u5165\u5e76\u8ddf\u968f\u8d8b\u52bf\u3002XTrader\u901a\u8fc7\u63d0\u4f9b\u4e30\u5bcc\u7684\u6280\u672f\u6307\u6807\u5206\u6790\u529f\u80fd\uff0c\u5e2e\u52a9\u4ea4\u6613\u8005\u7cbe\u51c6\u5224\u65ad\u5e02\u573a\u7684\u8d8b\u52bf\u65b9\u5411\uff0c\u8fdb\u800c\u5236\u5b9a\u4ea4\u6613\u51b3\u7b56\u3002<\/p>\n\n\n\n

\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565<\/strong><\/td>\u63cf\u8ff0<\/strong><\/td>\u6838\u5fc3\u6280\u672f<\/strong><\/td><\/tr>
\u79fb\u52a8\u5e73\u5747\u7ebf\u4ea4\u53c9<\/td>\u901a\u8fc7\u77ed\u671f\u5747\u7ebf\u548c\u957f\u671f\u5747\u7ebf\u7684\u4ea4\u53c9\u5224\u65ad\u8d8b\u52bf\u53d8\u5316<\/td>\u4f7f\u7528\u77ed\u671f\u5747\u7ebf\uff08\u598250\u65e5\u5747\u7ebf\uff09\u548c\u957f\u671f\u5747\u7ebf\uff08\u5982200\u65e5\u5747\u7ebf\uff09\u4ea4\u53c9\uff0c\u751f\u6210\u4e70\u5165\u6216\u5356\u51fa\u4fe1\u53f7<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4ee3\u7801\u793a\u4f8b\uff1a<\/strong><\/h4>\n\n\n\n
import requests

def get_data():
    url = “https:\/\/apis.alltick.co\/market_data”
    params = {‘symbol’: ‘EURUSD’}
    response = requests.get(url, params=params)
    return response.json()

def moving_average_strategy(data):
    short_window = 50
    long_window = 200
    short_ma = sum(data[-short_window:]) \/ short_window
    long_ma = sum(data[-long_window:]) \/ long_window
    if short_ma > long_ma:
        return “BUY”
    else:
        return “SELL”

data = get_data()
action = moving_average_strategy(data[‘prices’])
print(action)
<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

2. \u5747\u503c\u56de\u5f52\u7b56\u7565<\/strong><\/h4>\n\n\n\n

\u5747\u503c\u56de\u5f52\u7b56\u7565\u7684\u57fa\u672c\u5047\u8bbe\u662f\u5e02\u573a\u4ef7\u683c\u603b\u4f1a\u5411\u5176\u957f\u671f\u5747\u503c\u56de\u5f52\u3002\u5f53\u4ef7\u683c\u504f\u79bb\u4e00\u5b9a\u8303\u56f4\u65f6\uff0c\u5e02\u573a\u4f1a\u51fa\u73b0\u53cd\u5f39\u6216\u56de\u8c03\u3002XTrader\u5e73\u53f0\u63d0\u4f9b\u7684\u5b9e\u65f6\u6570\u636e\u63a5\u53e3\u80fd\u591f\u5e2e\u52a9\u4ea4\u6613\u8005\u5728\u4ef7\u683c\u504f\u79bb\u5747\u503c\u65f6\u8fc5\u901f\u505a\u51fa\u53cd\u5e94\u3002<\/p>\n\n\n\n

\u5747\u503c\u56de\u5f52\u7b56\u7565<\/strong><\/td>\u63cf\u8ff0<\/strong><\/td>\u6838\u5fc3\u6280\u672f<\/strong><\/td><\/tr>
Z-score\u65b9\u6cd5<\/td>\u6839\u636e\u4ef7\u683c\u4e0e\u5747\u503c\u7684\u6807\u51c6\u5dee\uff0c\u5224\u65ad\u5e02\u573a\u4ef7\u683c\u662f\u5426\u8d85\u4e70\u6216\u8d85\u5356<\/td>\u5f53Z-score\u8d85\u8fc7\u4e00\u5b9a\u9608\u503c\u65f6\uff0c\u6267\u884c\u5356\u51fa\u64cd\u4f5c\uff0c\u53cd\u4e4b\u5219\u6267\u884c\u4e70\u5165\u64cd\u4f5c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4ee3\u7801\u793a\u4f8b\uff1a<\/strong><\/h4>\n\n\n\n
import numpy as np

def mean_reversion_strategy(data, threshold=2):
    prices = np.array(data[‘prices’])
    mean_price = np.mean(prices)
    std_dev = np.std(prices)
    z_score = (prices[-1] – mean_price) \/ std_dev
   
    if z_score > threshold:
        return “SELL”
    elif z_score < -threshold:
        return “BUY”
    return “HOLD”

data = get_data()
action = mean_reversion_strategy(data)
print(action)
<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

3. \u9ad8\u9891\u4ea4\u6613\u7b56\u7565<\/strong><\/h4>\n\n\n\n

\u9ad8\u9891\u4ea4\u6613\u7b56\u7565\u901a\u8fc7\u6781\u77ed\u65f6\u95f4\u5185\u7684\u5e02\u573a\u6ce2\u52a8\u6765\u8fdb\u884c\u4ea4\u6613\uff0cXTrader\u7684WebSocket\u63a5\u53e3\u652f\u6301\u6beb\u79d2\u7ea7\u7684\u5e02\u573a\u6570\u636e\u66f4\u65b0\uff0c\u9002\u5408\u7528\u6765\u5b9e\u73b0\u9ad8\u9891\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n\n\n\n

\u9ad8\u9891\u4ea4\u6613\u7b56\u7565<\/strong><\/td>\u63cf\u8ff0<\/strong><\/td>\u6838\u5fc3\u6280\u672f<\/strong><\/td><\/tr>
\u79d2\u7ea7\u5e02\u573a\u53cd\u5e94<\/td>\u57fa\u4e8e\u6781\u77ed\u65f6\u95f4\u5185\u7684\u5e02\u573a\u6ce2\u52a8\u6267\u884c\u4ea4\u6613<\/td>\u5229\u7528WebSocket\u63a5\u53e3\u5b9e\u65f6\u63a5\u6536\u5e02\u573a\u6570\u636e\uff0c\u5e76\u5728\u6beb\u79d2\u7ea7\u522b\u505a\u51fa\u53cd\u5e94<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4e09\u3001\u590d\u6742\u6982\u5ff5\u53ef\u89c6\u5316<\/strong><\/h3>\n\n\n\n

1. \u79fb\u52a8\u5e73\u5747\u7ebf\u4ea4\u53c9<\/strong><\/h4>\n\n\n\n

\u4e3a\u4e86\u5e2e\u52a9\u66f4\u597d\u7406\u89e3\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565\uff0c\u6211\u4eec\u901a\u8fc7\u4e0b\u56fe\u76f4\u89c2\u5c55\u793a\u4e86\u79fb\u52a8\u5e73\u5747\u7ebf\u4ea4\u53c9\u7684\u6982\u5ff5\uff1a<\/p>\n\n\n\n

\u4ef7\u683c<\/p>\n\n\n\n

 ^<\/p>\n\n\n\n

 |<\/p>\n\n\n\n

 |     ——<\/p>\n\n\n\n

 |    \/      \\<\/p>\n\n\n\n

 |   \/        \\<\/p>\n\n\n\n

 |  \/          \\<\/p>\n\n\n\n

 | \/            \\<\/p>\n\n\n\n

 ————————-> \u65f6\u95f4<\/p>\n\n\n\n

               \u77ed\u671f\u5747\u7ebf<\/p>\n\n\n\n

               \u957f\u671f\u5747\u7ebf<\/p>\n\n\n\n

\u56fe\u4e2d\uff0c\u77ed\u671f\u5747\u7ebf\u7a81\u7834\u957f\u671f\u5747\u7ebf\u65f6\uff0c\u5f62\u6210\u4e70\u5165\u4fe1\u53f7\uff08\u5411\u4e0a\u4ea4\u53c9\uff09\uff1b\u53cd\u4e4b\uff0c\u77ed\u671f\u5747\u7ebf\u4e0b\u7a7f\u957f\u671f\u5747\u7ebf\u65f6\uff0c\u5f62\u6210\u5356\u51fa\u4fe1\u53f7\uff08\u5411\u4e0b\u4ea4\u53c9\uff09\u3002<\/p>\n\n\n\n

2. Z-score\u65b9\u6cd5<\/strong><\/h4>\n\n\n\n

\u5bf9\u4e8e\u5747\u503c\u56de\u5f52\u7b56\u7565\uff0cZ-score\u7528\u4e8e\u8861\u91cf\u5f53\u524d\u4ef7\u683c\u4e0e\u5747\u503c\u4e4b\u95f4\u7684\u504f\u5dee\u3002\u5f53\u4ef7\u683c\u504f\u79bb\u5747\u503c\u8d85\u8fc7\u4e00\u5b9a\u6807\u51c6\u5dee\u65f6\uff0c\u5e02\u573a\u53ef\u80fd\u4f1a\u51fa\u73b0\u56de\u5f52\u3002Z-score\u8ba1\u7b97\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n\n\n\n

[
Z = \\frac{X – \\mu}{\\sigma}
]<\/p>\n\n\n\n

\u5176\u4e2d\uff0c( X ) \u662f\u5f53\u524d\u4ef7\u683c\uff0c( \\mu ) \u662f\u4ef7\u683c\u7684\u5747\u503c\uff0c( \\sigma ) \u662f\u4ef7\u683c\u7684\u6807\u51c6\u5dee\u3002\u5f53Z-score\u8d85\u8fc7\u8bbe\u5b9a\u7684\u9608\u503c\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u8003\u8651\u8fdb\u884c\u4e70\u5356\u64cd\u4f5c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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