update

.gitignore

@@ -176,7 +176,6 @@ plugins/op_auth
 plugins/l2tp
 plugins/openlitespeed
 plugins/tamper_proof
-plugins/cryptocurrency_trade
 plugins/zimg
 plugins/bk_demo
 plugins/mail

plugins/cryptocurrency_trade/README.md

@@ -0,0 +1,78 @@
+# plugins_cryptocurrency_trade
+
+- https://docs.ccxt.com/en/latest/install.html#python-proxies
+
+数字货币量化交易插件
+
+```
+cd /www/server/mdserver-web &&  python3 plugins/cryptocurrency_trade/ccxt/okex/strategy/st_demo.py
+
+python3 plugins/cryptocurrency_trade/ccxt/okex/strategy/st_demo.py
+
+miniconda3
+
+
+
+```
+
+# 免费TV策略
+https://cn.tradingview.com/scripts/?script_type=strategies
+
+
+### tradingview pine 指标
+```
+// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
+// © TenCloud
+
+//@version=5
+indicator("第一个指标",shorttitle = "开心吧")
+
+ema10 = ta.ema(close, 25)
+ema100 = ta.ema(close, 100)
+l1=plot(ema10, color=color.red,title = "ema10")
+l2=plot(ema100,color = color.green, title = "ema100")
+
+
+buy = ta.crossover(ema10,ema100)
+sell = ta.crossunder(ema10,ema100)
+
+plotchar(buy, text = "buy", color=color.green)
+plotchar(sell, text="sell", color=color.red)
+
+l_color = ema10>ema100 ? color.green:color.red
+
+fill(l1,l2,color=color.new(l_color,70))
+
+```
+
+### tradingview pine 策略
+```
+// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
+// © TenCloud
+
+//@version=5
+strategy("第一个指标",shorttitle = "开心吧", overlay = true, initial_capital = 1000)
+
+ema10 = ta.ema(close, 25)
+ema100 = ta.ema(close, 100)
+l1=plot(ema10, color=color.red,title = "ema10")
+l2=plot(ema100,color = color.green, title = "ema100")
+
+
+buy = ta.crossover(ema10,ema100)
+sell = ta.crossunder(ema10,ema100)
+
+if buy
+    strategy.entry("long1", strategy.long,1)
+
+if sell
+    strategy.close("long1", qty_percent = 100,comment = "平仓多单")
+// plotchar(buy, text = "buy", color=color.green)
+// plotchar(sell, text="sell", color=color.red)
+
+// l_color = ema10>ema100 ? color.green:color.red
+
+// fill(l1,l2,color=color.new(l_color,70))
+
+
+```

plugins/cryptocurrency_trade/ccxt/public_data/data.py

@@ -0,0 +1,555 @@
+import ccxt
+
+
+from datetime import datetime
+import time
+import sys
+import json
+import os
+import glob
+import threading
+from pprint import pprint
+
+
+# print(os.getcwd())
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+# cd /www/server/mdserver-web && source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/public_data/data.py run
+# python3 plugins/cryptocurrency_trade/ccxt/public_data/data.py long
+
+# 查看支持的交易所
+# print(ccxt.exchanges)
+
+# 代理设置
+# exchange = ccxt.poloniex({
+#     'proxies': {
+#         'http': 'http://127.0.0.1:1088'
+#     },
+# })
+
+# exchange = ccxt.poloniex()
+exchange = ccxt.okex()
+
+
+def getPluginName():
+    return 'cryptocurrency_trade'
+
+
+def getPluginDir():
+    return mw.getPluginDir() + '/' + getPluginName()
+
+
+def getServerDir():
+    return mw.getServerDir() + '/' + getPluginName()
+
+
+def getConfigData():
+    cfg_path = getServerDir() + "/data.cfg"
+    if not os.path.exists(cfg_path):
+        mw.writeFile(cfg_path, '{}')
+    t = mw.readFile(cfg_path)
+    return json.loads(t)
+
+
+def writeLog(log_str):
+    if __name__ == "__main__":
+        print(log_str)
+
+    log_file = getServerDir() + '/logs/datasource.log'
+    mw.writeFileLog(log_str, log_file, 1 * 1024 * 1024)
+    return True
+
+
+def isSetDbConf():
+    data = getConfigData()
+    if 'db' in data:
+        return True
+    return False
+
+
+def beforeDate(day=360):
+    dd = time.time() - day * 86400
+    d = datetime.fromtimestamp(dd)
+    day = d.strftime("%Y-%m-%d")
+    return day
+
+
+def getTextTimeShow(time):
+    d = datetime.fromtimestamp(time)
+    day = d.strftime("%Y-%m-%d %H:%M:%S")
+    return day
+
+
+def isSqlError(mysqlMsg):
+    # 检测数据库执行错误
+    mysqlMsg = str(mysqlMsg)
+    if "MySQLdb" in mysqlMsg:
+        return mw.returnJson(False, 'MySQLdb组件缺失! <br>进入SSH命令行输入: pip install mysql-python | pip install mysqlclient==2.0.3')
+    if "2002," in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "2003," in mysqlMsg:
+        return mw.returnJson(False, "Can't connect to MySQL server on '127.0.0.1' (61)")
+    if "using password:" in mysqlMsg:
+        return mw.returnJson(False, '数据库密码错误')
+    if "1045" in mysqlMsg:
+        return mw.returnJson(False, '连接错误!')
+    if "SQL syntax" in mysqlMsg:
+        return mw.returnJson(False, 'SQL语法错误!')
+    if "Connection refused" in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "1133" in mysqlMsg:
+        return mw.returnJson(False, '数据库用户不存在!')
+    if "1007" in mysqlMsg:
+        return mw.returnJson(False, '数据库已经存在!')
+    return None
+
+
+def pMysqlDb():
+    # pymysql
+    db = mw.getMyORM()
+    data = getConfigData()
+    db_data = data['db']
+    db.setHost(db_data['db_host'])
+    db.setPort(db_data['db_port'])
+    db.setUser(db_data['db_user'])
+    db.setPwd(db_data['db_pass'])
+    db.setDbName(db_data['db_name'])
+    return db
+
+
+def makeInsertSql(table, item):
+    sql = "insert into " + table
+    keyStr = '('
+    valueStr = ' values('
+    for i in item:
+        # print i, item[i]
+        keyStr += '`' + str(i) + '`,'
+        valueStr += "'" + str(item[i]) + "',"
+
+    keyStrLen = len(keyStr)
+    keyStr = keyStr[0:keyStrLen - 1]
+    keyStr += ') '
+
+    valueStrLen = len(valueStr)
+    valueStr = valueStr[0:valueStrLen - 1]
+    valueStr += ') '
+
+    sql += keyStr
+    sql += valueStr
+
+    return sql
+
+
+def makeReplaceSql(table, item):
+    sql = "replace into " + table
+    keyStr = '('
+    valueStr = ' values('
+    for i in item:
+        # print i, item[i]
+        keyStr += '`' + str(i) + '`,'
+        valueStr += "'" + str(item[i]) + "',"
+
+    keyStrLen = len(keyStr)
+    keyStr = keyStr[0:keyStrLen - 1]
+    keyStr += ') '
+
+    valueStrLen = len(valueStr)
+    valueStr = valueStr[0:valueStrLen - 1]
+    valueStr += ') '
+
+    sql += keyStr
+    sql += valueStr
+
+    return sql
+
+
+def makeUpdateSql(table, item, mid):
+    sql = "update " + table + " set "
+    keyStr = ''
+    for i in item:
+        keyStr += '`' + str(i) + '`=' + "'" + item[i] + "',"
+
+    keyStrLen = len(keyStr)
+    keyStr = keyStr[0:keyStrLen - 1]
+    sql += keyStr
+    sql += " where id = '" + str(mid) + "'"
+    return sql
+
+
+def dataToDb(table_name, data):
+    pdb = pMysqlDb()
+    for i in data:
+        rdata = {
+            'addtime': int(i[0] / 1000),
+            'open': i[1],
+            'high': i[2],
+            'low': i[3],
+            'close': i[4],
+            'vol': i[5],
+        }
+
+        # sql = """SELECT id FROM %s where addtime='%s' LIMIT 1""" % (
+        #     table_name, rdata['addtime'])
+        # fdata = pdb.query(sql)
+        # if fdata:
+        #     print(table_name + ":" + str(rdata['addtime']) + ", old to db ok")
+        # else:
+        #     isql = makeReplaceSql(table_name, rdata)
+        #     r = pdb.execute(isql)
+        #     print(table_name + ":" + str(rdata['addtime']) + ", go to db ok")
+
+        isql = makeReplaceSql(table_name, rdata)
+        r = pdb.execute(isql)
+        # print(table_name + ":" + str(rdata['addtime']) + ", go to db ok")
+    return True
+
+
+def makeTableName(input_type="btc", input_tf="1m"):
+    table_name = "ct_%s_%s" % (input_type, input_tf)
+    return table_name
+
+
+def isHasTable(input_type="btc", input_tf="1m"):
+    pdb = pMysqlDb()
+
+    # input_type = 'btc'
+    # input_tf = '1m'
+    table_name = makeTableName(input_type, input_tf)
+    mtable = pdb.query("show tables like '%s'" % (table_name,))
+    if len(mtable) != 0:
+        return True
+    return False
+
+
+def createSql(input_type="btc", input_tf="1m"):
+    pdb = pMysqlDb()
+
+    # input_type = 'btc'
+    # input_tf = '1m'
+    table_name = makeTableName(input_type, input_tf)
+
+    mtable = pdb.query("show tables like '%s'" % (table_name,))
+    if len(mtable) != 0:
+        return True
+
+    sql_tpl = getPluginDir() + "/conf/create.sql"
+    content = mw.readFile(sql_tpl)
+    content = content.replace("xx1", input_type)
+    content = content.replace("xx2", input_tf)
+
+    res = pdb.execute(content)
+    # pprint(res)
+    return True
+
+
+def getDataFetch(symbol,  start_time="2023-3-1", input_tf="1m", limit=500):
+    start_time = datetime.strptime(start_time, '%Y-%m-%d')
+    end_time = datetime.strptime(end_time, '%Y-%m-%d')
+
+    start_time_stamp = int(time.mktime(start_time.timetuple())) * 1000
+    data = exchange.fetch_ohlcv(symbol, timeframe=input_tf,
+                                since=start_time_stamp, limit=limit)
+    return data
+
+
+def getPointData(symbol, start_time=1677713220000,  input_tf="1m", limit=500):
+    data = exchange.fetch_ohlcv(
+        symbol, timeframe=input_tf, since=start_time, limit=limit)
+    return data
+
+
+def toUnixTimeSecond(tf="1m"):
+    if tf.find("m") > -1:
+        v = int(tf.replace("m", ''))
+        return v * 60
+
+    if tf.find("h") > -1:
+        v = int(tf.replace("h", ''))
+        return v * 3600
+
+    if tf.find("d") > -1:
+        v = int(tf.replace("d", ''))
+        return v * 86400
+    return 0
+
+
+def findAndUpdateData(tag, input_tf="1m", start_time="2023-1-1", limit=300):
+    pdb = pMysqlDb()
+    table_name = makeTableName(tag, input_tf)
+    sql = 'SELECT addtime FROM ' + table_name + ' order by addtime desc LIMIT 1'
+    qdata = pdb.query(sql)
+
+    start_time = datetime.strptime(start_time, '%Y-%m-%d')
+    start_time = int(time.mktime(start_time.timetuple())) * 1000
+    if len(qdata) != 0:
+        start_time = int(qdata[0]['addtime']) * 1000
+
+    pre_time = toUnixTimeSecond(input_tf) * 5 * 1000
+    start_time = start_time - pre_time
+    # pprint(start_time)
+    symbol = tag.upper() + "/USDT"
+    data = getPointData(symbol,  start_time, input_tf, limit)
+
+    # pprint(data)
+    # print("------------lini===========")
+    # pprint(data[1:])
+
+    if len(qdata) == 1:
+        data = data[1:]
+
+    dataToDb(table_name, data)
+
+    now = time.strftime("%m/%d %H:%M:%S")
+    data_len = len(data)
+    msg_head = now + "|虚拟币:" + tag + ",tf:" + \
+        input_tf + "!,总数:" + str(data_len)
+    writeLog(msg_head)
+    if data_len > 0:
+        # print("new data time", data[data_len - 1][0])
+        dt = getTextTimeShow(data[data_len - 1][0] / 1000)
+        msg = now + "|最新日期:" + dt
+        writeLog(msg)
+
+    table_name = makeTableName(tag, input_tf)
+
+    sql = "SELECT addtime FROM " + table_name + \
+        " order by addtime desc limit 10000,1"
+    qdata = pdb.query(sql)
+
+    if len(qdata) > 0:
+        print(qdata)
+
+        # input_tf_time = toUnixTimeSecond(input_tf)
+        # now_t = int(time.time())
+
+        # del_before_t = now_t - input_tf_time * 1000
+
+        sql = "delete from %s where addtime<'%d' " % (
+            table_name, qdata[0]['addtime'],)
+        writeLog("删除冗余数据:" + str(sql))
+        pdb.execute(sql)
+    return True
+
+
+def dataToDbTpl(tag='btc', input_tf="1m", start_time="2023-1-1", limit=300):
+    # tag = "btc"
+    # tf = "1m"
+    # start_time = "2023-1-1"
+    # end_time = "2023-3-2"
+    symbol = tag.lower() + '/USDT'
+    if not isHasTable(tag, input_tf):
+        createSql(tag, input_tf)
+        data = getDataFetch(symbol, start_time, input_tf, limit)
+        table_name = makeTableName(tag, input_tf)
+
+        dataToDb(table_name, data)
+        now = time.strftime("%m/%d %H:%M:%S")
+        data_len = len(data)
+        writeLog(now + "|数据获取成功!,总数:" + str(data_len))
+    else:
+        findAndUpdateData(tag, input_tf, start_time, limit)
+
+    return True
+
+
+def dataToDbList(input_tf="1m", start_time="2023-1-1"):
+
+    data = getConfigData()
+    if not 'token' in data:
+        writeLog("未设置同步配置,需要添加币种!")
+        return
+
+    for t in data['token']:
+        dataToDbTpl(t, input_tf, start_time)
+        time.sleep(4)
+
+
+def dataRunToDb():
+    data = getConfigData()
+    if not 'db' in data:
+        writeLog("数据库未设置!")
+        return
+
+    tag = "btc"
+    symbol = tag.upper() + '/USDT'
+
+    # pprint(exchange.fetch_ticker('XRP/USDT'))
+    limit_count = 1
+    start_time = "2023-1-1"
+    end_time = "2023-3-2"
+    tf = "1m"
+
+    if not isHasTable(tag, tf):
+        createSql(tag, tf)
+        data = getDataFetch(symbol, start_time, end_time, tf, limit_count)
+        table_name = makeTableName(tag, tf)
+
+        dataToDb(table_name, data)
+        china_datetime = str(datetime.now())
+        data_len = len(data)
+        writeLog(china_datetime + ":数据获取成功!,总数:" + str(data_len))
+    else:
+        findAndUpdateData(tag, tf, start_time, 30)
+    return data
+
+
+def startTask():
+    # 任务队列
+    try:
+        while True:
+            time.sleep(5)
+    except Exception as e:
+        time.sleep(60)
+        startTask()
+
+
+def setDaemon(t):
+    if sys.version_info.major == 3 and sys.version_info.minor >= 10:
+        t.daemon = True
+    else:
+        t.setDaemon(True)
+    return t
+
+
+def dataDay():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(2 * 365)
+                dataToDbList("1d", start_time=start_time)
+            time.sleep(3600)
+            # time.sleep(10)
+    except Exception as e:
+        time.sleep(60)
+        dataDay()
+
+
+def data4h():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(365)
+                dataToDbList("4h", start_time=start_time)
+            time.sleep(10)
+    except Exception as e:
+        time.sleep(60)
+        data4h()
+
+
+def data1h():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(365)
+                dataToDbList("1h", start_time=start_time)
+            time.sleep(10)
+    except Exception as e:
+        print(e)
+        time.sleep(60)
+        data1h()
+
+
+def data15m():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(365)
+                dataToDbList("15m", start_time=start_time)
+            time.sleep(10)
+    except Exception as e:
+        time.sleep(60)
+        data15m()
+
+
+def data5m():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(180)
+                dataToDbList("5m", start_time=start_time)
+            time.sleep(10)
+    except Exception as e:
+        time.sleep(60)
+        data5m()
+
+
+def data1m():
+    try:
+        while True:
+            if not isSetDbConf():
+                print("数据库未设置!")
+            else:
+                start_time = beforeDate(30)
+                dataToDbList("1m", start_time=start_time)
+            time.sleep(10)
+    except Exception as e:
+        time.sleep(60)
+        data1m()
+
+
+def longRun():
+
+    # 日线
+    d1_tt = threading.Thread(target=dataDay)
+    d1_tt = setDaemon(d1_tt)
+    d1_tt.start()
+
+    # 4h
+    h4_tt = threading.Thread(target=data4h)
+    h4_tt = setDaemon(h4_tt)
+    h4_tt.start()
+
+    # 1h
+    h1_tt = threading.Thread(target=data1h)
+    h1_tt = setDaemon(h1_tt)
+    h1_tt.start()
+
+    # 15m
+    m15_tt = threading.Thread(target=data15m)
+    m15_tt = setDaemon(m15_tt)
+    m15_tt.start()
+
+    # 5m
+    m5_tt = threading.Thread(target=data5m)
+    m5_tt = setDaemon(m5_tt)
+    m5_tt.start()
+
+    # 1m
+    # h1m_tt = threading.Thread(target=data1m)
+    # h1m_tt = setDaemon(h1m_tt)
+    # h1m_tt.start()
+
+    startTask()
+
+
+def dataRun():
+    do_num = 0
+    while True:
+        if do_num > 1:
+            break
+        do_num = do_num + 1
+        dataRunToDb()
+        time.sleep(6)
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'run':
+        data5m()()
+    elif func == 'long':
+        longRun()
+    elif func == 'demo':
+        writeLog('111')
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/public_data/data.sh

@@ -0,0 +1,12 @@
+#!/bin/bash
+PATH=/bin:/sbin:/usr/bin:/usr/sbin:/usr/local/bin:/usr/local/sbin:~/bin
+export PATH
+curPath=`pwd`
+
+# bash plugins/cryptocurrency_trade/ccxt/public_data/data.sh
+
+if [ -f ${curPath}/bin/activate ];then
+	source ${curPath}/bin/activate
+fi
+
+python3 plugins/cryptocurrency_trade/ccxt/public_data/data.py long

plugins/cryptocurrency_trade/ccxt/public_data/demo.py

@@ -0,0 +1,19 @@
+import time
+
+from datetime import datetime
+china_datetime = datetime.now()
+print(china_datetime)
+
+
+# date()
+tt = time.time() - 180 * 86400
+
+# print(date("%Y-%m-%d", time.time()))
+# t = datetime.strptime(str(time.time() - 180 * 86400), "%Y-%m-%d")
+# print(t)
+
+
+d = datetime.fromtimestamp(tt)
+# 精确到毫秒
+str1 = d.strftime("%Y-%m-%d")
+print(str1)

plugins/cryptocurrency_trade/ccxt/strategy/common.py

@@ -0,0 +1,352 @@
+import ccxt
+
+
+import time
+import sys
+import json
+import os
+import glob
+import threading
+
+import pandas as pd
+from decimal import Decimal
+from pprint import pprint
+from datetime import datetime
+
+# print(os.getcwd())
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = ccxt.poloniex()
+
+
+def calc_ClosingPriceWithOutStopLossPrice(open_price, stype='buy', profit=0.5):
+    # profit 百分比 %
+    v = 0
+    vf_len = len(str(open_price).split('.')[1])
+    if stype == 'buy':
+        v = open_price * (100 + profit) / 100
+    else:
+        v = open_price * (100 - profit) / 100
+    return round(v, vf_len)
+
+
+def roundVal(price, compare_price):
+    price = float(price)
+    csplite = str(compare_price).split('.')
+    clen = len(csplite)
+    if clen == 2:
+        vf_len = len(csplite[1])
+        return round(price, vf_len)
+    return price
+
+
+def roundValCeil(price, compare_price):
+    price = float(price)
+    csplite = str(compare_price).split('.')
+    clen = len(csplite)
+    if clen == 2:
+        vf_len = len(csplite[1]) - 1
+        return round(price, vf_len)
+    return price
+
+
+def multiply(a1, a2):
+    v = Decimal(str(a1)) * Decimal(str(a2))
+    return v
+
+
+def addition(a1, a2):
+    v = Decimal(str(a1)) + Decimal(str(a2))
+    return v
+
+
+def subtract(a1, a2):
+    v = Decimal(str(a1)) - Decimal(str(a2))
+    return v
+
+
+def divided(a1, a2):
+    v = Decimal(str(a1)) / Decimal(str(a2))
+    return v
+
+
+def calc_ClosingPrice(open_price, stop_loss_price, stype='buy', profit=0.5):
+    # profit 百分比 %
+    v = 0
+    vf_len = len(str(open_price).split('.')[1])
+    if stype == 'buy':
+        v = open_price * (100 + profit) / 100
+        diff = open_price - stop_loss_price
+        profit_price = open_price + diff * 1.5
+        if profit_price > v:
+            return round(profit_price, vf_len)
+    else:
+        v = open_price * (100 - profit) / 100
+        diff = stop_loss_price - open_price
+        profit_price = open_price - diff * 1.5
+        if profit_price < v:
+            return round(profit_price, vf_len)
+    return round(v, vf_len)
+
+
+def toDateFromInt(time_unix, tf_format="%Y-%m-%d %H:%M:%S", time_zone="Asia/Shanghai"):
+    # 取格式时间
+    import time
+    os.environ['TZ'] = time_zone
+    time_str = time.localtime(time_unix)
+    time.tzset()
+
+    return time.strftime(tf_format, time_str)
+
+
+def getPluginName():
+    return 'cryptocurrency_trade'
+
+
+def getPluginDir():
+    return mw.getPluginDir() + '/' + getPluginName()
+
+
+def getServerDir():
+    return mw.getServerDir() + '/' + getPluginName()
+
+
+def getConfigData():
+    cfg_path = getServerDir() + "/data.cfg"
+    if not os.path.exists(cfg_path):
+        mw.writeFile(cfg_path, '{}')
+    t = mw.readFile(cfg_path)
+    return json.loads(t)
+
+
+def getUserCfgData():
+    data = getConfigData()
+    if 'user' in data:
+        try:
+            udata = mw.deDoubleCrypt('mw', data['user'])
+            udata = json.loads(udata)
+            return udata
+        except Exception as e:
+            pass
+    return []
+
+
+def initEx():
+    data = getUserCfgData()
+    # print(data)
+    if (len(data) > 0):
+        exchange = ccxt.okex({
+            "apiKey": data['app_key'],
+            "secret":  data['secret'],
+            "password": data['password'],
+        })
+        return exchange
+    else:
+        print("初始化失败，检查原因!")
+    exchange = ccxt.poloniex()
+    return exchange
+
+
+def toUnixTimeSecond(tf="1m"):
+    if tf.find("m") > -1:
+        v = int(tf.replace("m", ''))
+        return v * 60
+
+    if tf.find("h") > -1:
+        v = int(tf.replace("h", ''))
+        return v * 3600
+
+    if tf.find("d") > -1:
+        v = int(tf.replace("d", ''))
+        return v * 86400
+    return 0
+
+
+def notifyMsg(msg, tf='15m', tag='btc'):
+    trigger_time = toUnixTimeSecond(tf)
+    return mw.notifyMessage(msg, '量化交易/' + tag, trigger_time)
+
+
+def makeTableName(input_type="btc", input_tf="1m"):
+    table_name = "ct_%s_%s" % (input_type, input_tf,)
+    return table_name
+
+
+def writeLog(log_str):
+    if __name__ == "__main__":
+        print(log_str)
+
+    log_file = getServerDir() + '/logs/strategy.log'
+    mw.writeFileLog(log_str, log_file)
+    return True
+
+
+def writeLogEx(log_str, tag='btc'):
+    tag = tag.replace('/', '_')
+    # 各种币的详细API日志
+    if __name__ == "__main__":
+        print(log_str)
+
+    log_file = getServerDir() + '/logs/strategy_' + tag + '.log'
+    mw.writeFileLog(log_str, log_file)
+    return True
+
+
+def writeLogErrorEx(log_str, tag='btc'):
+    tag = tag.replace('/', '_')
+    # 各种币的详细API日志
+    if __name__ == "__main__":
+        print(log_str)
+
+    log_file = getServerDir() + '/logs/strategy_' + tag + '.err.log'
+    mw.writeFileLog(log_str, log_file)
+    return True
+
+
+def pMysqlDb():
+    # pymysql
+    db = mw.getMyORM()
+    data = getConfigData()
+    db_data = data['db']
+
+    # print(db_data)
+    db.setHost(db_data['db_host'])
+    db.setPort(db_data['db_port'])
+    db.setUser(db_data['db_user'])
+    db.setPwd(db_data['db_pass'])
+    db.setDbName(db_data['db_name'])
+    return db
+
+
+def getOnlineData(symbol,  input_tf="15m", limit=200):
+    bars = exchange.fetch_ohlcv(symbol, timeframe=input_tf, limit=limit)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+    return df
+
+
+def toDataFrame(data):
+    # print(data)
+    data = sorted(data, key=lambda x: x["addtime"], reverse=False)
+
+    dfield = ['addtime', 'open', 'high', 'low', 'close']
+    v = {}
+    for dx in dfield:
+        v[dx] = []
+
+    for x in data:
+        for i in range(len(x)):
+            field = dfield[i]
+            # print(i, field)
+            v[field].append(x[field])
+    # pprint(data)
+    frame = pd.DataFrame(v)
+    # frame = frame.sort_values(by=['addtime'])
+
+    frame['dt'] = pd.to_datetime(frame['addtime'], unit='s')
+    frame.set_index('dt', inplace=True)
+    frame.index = frame.index.tz_localize('UTC').tz_convert('Asia/Shanghai')
+    return frame
+
+
+def getDataFromDb(tf="1m", tag='btc', limit=1000):
+    tn = makeTableName(tag, tf)
+    sql = 'select addtime,open,high,low,close from ' + \
+        tn + ' order by addtime desc limit ' + str(limit)
+
+    pdb = pMysqlDb()
+    fdata = pdb.query(sql)
+    # print(fdata)
+    return fdata
+
+
+def getDataFromDb_DF(tf="5m", tag='btc', limit=1000):
+    data = getDataFromDb(tf, tag, limit)
+    rdata = toDataFrame(data)
+    return rdata
+
+
+# 消息模板类
+class MsgTpl():
+
+    __name = ''
+    __strategy_name = ''
+    __time_frame = ''
+    __content = ''
+    __open_time = ''
+    __strategy_dt = ''
+
+    __stop_loss_price = ''
+    __closing_price = ''
+    __open_price = ''
+
+    __msg = ''
+
+    def setName(self, name):
+        self.__name = name
+
+    def setStrategyName(self, name):
+        self.__strategy_name = name
+
+    def setTimeFrame(self, tf):
+        self.__time_frame = tf
+
+    def setContent(self, content):
+        self.__content = content
+
+    def setOpenTime(self, time):
+        self.__open_time = toDateFromInt(time)
+
+    def setStrategicDt(self, stype='buy'):
+        if stype == 'buy':
+            self.__strategy_dt = '做多'
+        else:
+            self.__strategy_dt = '做空'
+
+    def setStopLossPrice(self, price):
+        self.__stop_loss_price = price
+
+    def setClosingPrice(self, price):
+        self.__closing_price = price
+
+    def setOpenPrice(self, price):
+        self.__open_price = price
+
+    def setMsg(self, msg):
+        self.__msg = msg
+
+    def toText(self):
+        msg = ''
+        msg += '名称:' + self.__name + "\n"
+
+        if self.__strategy_name != '':
+            msg += '策略名称:' + self.__strategy_name + "\n"
+
+        if self.__time_frame != '':
+            msg += '时间周期:' + self.__time_frame + "\n"
+
+        if self.__content != '':
+            msg += '策略描述:' + self.__content + "\n"
+
+        if self.__open_time != '':
+            msg += '开盘时间:' + self.__open_time + "\n"
+
+        if self.__strategy_dt != '':
+            msg += '开仓方向:' + self.__strategy_dt + "\n"
+
+        if self.__open_price != '':
+            msg += '开仓价:' + str(self.__open_price) + "\n"
+
+        if self.__stop_loss_price != '':
+            msg += '止损价:' + str(self.__stop_loss_price) + "\n"
+
+        if self.__closing_price != '':
+            msg += '止盈价:' + str(self.__closing_price) + "\n"
+
+        msg += '发送时间:' + mw.getDateFromNow() + "\n"
+
+        if self.__msg != '':
+            msg += __msg
+        return msg

plugins/cryptocurrency_trade/ccxt/strategy/func_test.py

@@ -0,0 +1,57 @@
+# import ccxt
+# import talib
+
+import sys
+import os
+import time
+# import pandas as pd
+from pprint import pprint
+from decimal import Decimal
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/func_test.py run
+
+# common.notifyMsg("任务开始")
+
+
+def toUnixTimeSecond(tf="1m"):
+    if tf.find("m") > -1:
+        v = int(tf.replace("m", ''))
+        return v * 60
+
+    if tf.find("h") > -1:
+        v = int(tf.replace("h", ''))
+        return v * 3600
+
+    if tf.find("d") > -1:
+        v = int(tf.replace("d", ''))
+        return v * 86400
+    return 0
+
+
+def multiply(a1, a2):
+    v = Decimal(str(a1)) * Decimal(str(a2))
+    return v
+
+# print(toUnixTimeSecond("1d"))
+
+# f = 19911.2
+# s = common.calc_ClosingPrice(f, 19890.2, 'buy')
+# print(s)
+
+# print(sys.version_info)
+# os.environ['TZ'] = 'Europe/London'
+# time.tzset()
+# t = time.strftime('%Y-%m-%d %H:%M:%S', time.localtime())
+# print(t)
+
+# v = multiply(26236.8, 0.003)
+# print(float(v))
+# print(v)
+
+print(float('0.00255234') + float('-0.00000255234'))
+v1 = common.addition('0.00255234', '-0.00000255234')
+print(v1)

plugins/cryptocurrency_trade/ccxt/strategy/gate_100.py

@@ -0,0 +1,440 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/gate_100.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/gate_100.py long
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import json
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = ccxt.gate({
+    "apiKey": '756e1ff80526cb0ac9620c75680fc506',
+    "secret":  '95ac89362056bcf12ce37aabff6eb7ec78185483105f39b4a35e8dc8db8b4d3c',
+})
+
+exchange.load_markets()
+
+# 默认开仓数据
+# default_open_num = 10
+
+default_open = {
+    "BTC/USDT": 0.01,
+    'ETH/USDT': 30,
+    'DOT/USDT': 30,
+    'CEL/USDT': 30,
+}
+
+default_sell = {
+    "BTC/USDT": 0.01,
+    'ETH/USDT': 0.01,
+    'DOT/USDT': 5,
+    'CEL/USDT': 85,
+}
+
+
+# 做多开仓
+def onBuyOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+
+    common.writeLogEx('------做多----------------------------------', symbol)
+
+    default_open_num = default_open[symbol]
+    # 做多开仓 | 市价
+    data = exchange.createMarketBuyOrder(
+        symbol, default_open_num, {"tdMode": "cross"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 做多-止损价大于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 - 0.003))
+
+    # property_val = float(order_data['info']['accFillSz']) + float(order_data['info']['fee'])
+    property_val = common.addition(
+        order_data['info']['accFillSz'], order_data['info']['fee'])
+    property_val = float(property_val)
+
+    # 可平仓的数量
+    property_val = common.roundValCeil(
+        property_val, order_data['info']['accFillSz'])
+
+    common.writeLogEx('可平仓资产:' + str(property_val), symbol)
+
+    # 止盈价
+    diff = float(open_price) - float(stop_loss_price)
+    closing_price_c = float(open_price) + (diff * 2)
+    closing_price = float(open_price) * float((1 + profit))
+    # 选择盈利多的
+    if closing_price_c > closing_price:
+        closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, stop_loss_price)
+    # stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价/止盈价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    # 止损条件单
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    # 止赢条件单
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止赢数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做多 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onBuyOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做多开仓
+    # profit 百分比
+    try:
+        return onBuyOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def onSellOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+    common.writeLogEx('------做空----------------------------------', symbol)
+
+    # 计算借币卖币多多少,以USDT为基准
+    # sell_num = float(default_open_num) / float(stop_loss_price)
+    # sell_num = round(sell_num, 8)
+
+    sell_num = default_sell[symbol]
+    # 做空开仓 | 市价
+    data = exchange.createMarketSellOrder(
+        symbol, sell_num, {"tdMode": "cross", 'ccy': "USDT"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    common.writeLogEx('可平仓资产:' + str(sell_num), symbol)
+
+    # 做空-止损价小于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 + 0.003))
+
+    # 止盈价
+    diff = float(stop_loss_price) - float(open_price)
+    closing_price_c = float(open_price) - (diff * 2)
+    closing_price = float(open_price) * float((1 - profit))
+    # 选择盈利多的
+    if closing_price_c < closing_price:
+        closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    sl_amount = common.multiply(stop_loss_price, sell_num)
+    # 解决平仓时,未全部平仓
+    sl_amount = common.addition(sl_amount, 0.1)
+    common.writeLogEx('止损总价值:' + str(sl_amount), symbol)
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        sl_amount), stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', sl_amount, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    # 设置 -止盈价
+    tp_amount = common.multiply(closing_price, sell_num)
+    # 解决平仓时,未全部平仓
+    tp_amount = common.addition(tp_amount, 0.1)
+    common.writeLogEx('止盈总价值:' + str(tp_amount), symbol)
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        tp_amount), closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', tp_amount, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈价数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做空 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onSellOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做空开仓
+    # profit 百分比
+    try:
+        return onSellOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def getOnlineData(symbol,  input_tf="15m", limit=230):
+    bars = exchange.fetch_ohlcv(symbol, timeframe=input_tf, limit=limit)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+    df.set_index('dt', inplace=True)
+    df.index = df.index.tz_localize('UTC').tz_convert('Asia/Shanghai')
+    return df
+
+
+def isKdj(last, last_pre):
+    # 判断是否是金叉
+    if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
+        return True
+    return False
+
+
+def isDeadFork(last, last_pre):
+    # 判断是否是死叉
+    if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
+        return True
+    return False
+
+
+def getMACD(df, lenght=-60):
+    if len(df['close'].values) < 100:
+        return False, None
+
+    close_p = df['close'].values
+    df['dif'], df['dea'], df['macd'] = talib.MACD(close_p,
+                                                  fastperiod=12,
+                                                  slowperiod=26,
+                                                  signalperiod=9)
+    return df[lenght:]
+
+
+def getEMA(df):
+    close_p = df['close'].values
+    df['ema'] = talib.EMA(np.array(close_p), timeperiod=200)
+    return df
+
+
+def doneMacd(data, tag, timeframe):
+    data = getEMA(data)
+
+    ma_data = getMACD(data)
+    # alen = len(data)
+    # print(ma_data)
+
+    t_data = ma_data.tail(3)
+    print(t_data)
+
+    last_pre = t_data.iloc[0]
+    last = t_data.iloc[1]
+
+    print(last)
+    # print(last.index)
+
+    # print('close:', last['close'], 'ema:', last['ema'])
+
+    obj = common.MsgTpl()
+    symbol = tag.upper() + '/USDT'
+    obj.setName(symbol)
+    obj.setStrategyName("MACD检查")
+    obj.setTimeFrame(timeframe)
+    obj.setOpenTime(last['timestamp'] / 1000)
+
+    now_data = t_data.iloc[2]
+    # print('now_data:', now_data)
+
+    # msg = obj.toText()
+    # print(msg)
+
+    if isKdj(last, last_pre) and last['close'] > last['ema']:
+        # if isKdj(last, last_pre):
+
+        # closing_price = common.calc_ClosingPrice(
+        #     now_data['close'], last_pre['low'], 'buy')
+        # # print('closing_price:', closing_price)
+
+        # 做多止损点
+        stop_loss_price = last_pre['low']
+        buy_status, open_price, closing_price = onBuyOrder(
+            symbol, stop_loss_price, 0.005, timeframe)
+
+        if buy_status:
+            obj.setStrategicDt('buy')
+            # 做多止损点
+            obj.setStopLossPrice(str(stop_loss_price))
+            obj.setOpenPrice(str(open_price))
+            obj.setClosingPrice(str(closing_price))
+            obj.setContent("检查到金叉状态")
+            msg = obj.toText()
+            print(msg)
+            common.notifyMsg(msg, timeframe, tag)
+            common.writeLog(msg)
+
+    if isDeadFork(last, last_pre) and last['close'] < last['ema']:
+        # if isDeadFork(last, last_pre):
+        # closing_price = common.calc_ClosingPrice(
+        #     now_data['close'], last_pre['high'], 'sell')
+
+        # 做空止损点
+        stop_loss_price = last_pre['high']
+        sell_status, open_price, closing_price = onSellOrder(
+            symbol, stop_loss_price, 0.005, timeframe)
+        if sell_status:
+            obj.setStopLossPrice(str(stop_loss_price))
+            obj.setOpenPrice(str(open_price))
+            obj.setClosingPrice(str(closing_price))
+            obj.setStrategicDt('sell')
+            obj.setContent("检查到死叉状态")
+            msg = obj.toText()
+            print(msg)
+            common.notifyMsg(msg, timeframe, tag)
+            common.writeLog(msg)
+
+
+def mainProcess(tag, timeframe='15m'):
+    symbol = tag.upper() + '/USDT'
+    data = getOnlineData(symbol, timeframe)
+
+    doneMacd(data, tag, timeframe)
+
+
+def foreachList():
+    tag_list = ['btc']
+
+    for tag in tag_list:
+        mainProcess(tag, '15m')
+        time.sleep(1)
+
+
+def longRun():
+    while True:
+        foreachList()
+        time.sleep(3)
+
+
+def debug():
+    while True:
+        mainProcess('xrp', '1m')
+        time.sleep(3)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/hammer_robot.py

@@ -0,0 +1,138 @@
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import pandas as pd
+import pandas_ta as ta
+from pprint import pprint
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/hammer_robot.py run
+
+
+pd.set_option('display.max_rows', None)
+
+exchange = common.initEx()
+
+exchange.load_markets()
+
+entry_rsi = 30
+exit_rsi = 40
+
+
+symbol = 'XRP/USDT'
+timeframe = '15m'
+
+tf_mult = exchange.parse_timeframe(timeframe) * 1000
+
+
+def indicators(data):
+
+    data['rsi'] = data.ta.rsi(length=10)
+    data['ema'] = data.ta.ema(length=200)
+
+    # close_p = data['close'].values
+    # data['rsi'] = talib.RSI(close_p, timeperiod=10)
+    # data['ema'] = talib.EMA(close_p, timeperiod=200)
+    return data
+
+
+def check_buy_sell_signals(df):
+    last_row_index = len(df.index) - 1
+    lastest_rsi = round(df['rsi'].iloc[-1], 2)
+    lastest_price = round(df['close'].iloc[-1], 5)
+    lastest_ema = round(df['ema'].iloc[-1], 5)
+    lastest_ts = df['timestamp'].iloc[-1]
+
+    msg = "lastest_rsi:" + str(lastest_rsi) + " < entry_rsi:" + str(entry_rsi)
+    msg += ",lastest_price:" + \
+        str(lastest_price) + " > lastest_ema:" + str(lastest_ema)
+    print(msg)
+
+    long_cond = (lastest_rsi < entry_rsi) and (lastest_price > lastest_ema)
+    if long_cond:
+        print("买入")
+        order = exchange.create_market_buy_order(symbol, 1)
+
+    closed_orders = exchange.fetchClosedOrders(symbol, limit=2)
+    if len(closed_orders) > 0:
+        print("closed_orders:", closed_orders)
+        most_recent_closed_order = closed_orders[-1]
+        diff = lastest_ts - most_recent_closed_order['timestamp']
+        last_buy_signal_cnt = int(diff / tf_mult)
+
+        exit_cond = (lastest_rsi > exit_rsi) and (last_buy_signal_cnt > 10)
+        if exit_cond:
+            print("卖出")
+            order = exchange.create_market_sell_order(symbol, 1)
+        return
+
+
+def get_hammer(df, lenght):
+    # 影线要大于body的多少倍
+    factor = 2
+    hl_range = df['high'] - df['low']
+
+    body_hi = df.apply(lambda x: max(x['close'], x['open']), axis=1)
+    body_lo = df.apply(lambda x: min(x['close'], x['open']), axis=1)
+    body = body_hi - body_lo
+
+    body_avg = ta.ema(body, lenght=lenght)
+    small_body = body < body_avg
+
+    # 上下影线站body的百分比
+    shadow_percent = 10
+
+    # 上影线
+    up_shadow = df['high'] - body_hi
+    dn_shadow = body_lo - df['low']
+    has_up_shadow = up_shadow > shadow_percent / 100 * body
+    has_dn_shadow = dn_shadow > shadow_percent / 100 * body
+
+    downtrend = df['close'] < ta.ema(df['close'], 50)
+    bullish_hammer = downtrend & small_body & (body > 0) & (
+        dn_shadow >= factor * body) & (has_up_shadow == False)
+    return bullish_hammer
+
+
+def runBot():
+    bars = exchange.fetch_ohlcv(symbol, timeframe=timeframe, limit=200)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+
+    # format='%Y-%m-%d %H:%M:%S',
+    df['dt'] = pd.to_datetime(
+        df['timestamp'],  unit="ms")
+
+    df['hammer'] = get_hammer(df, 10)
+
+    lastest_hammer = df.iloc[-1, -1]
+    lastest_price = df.iloc[-1, 0]
+
+    print("lastest_price:" + str(lastest_price))
+    print("lastest_hammer:" + str(lastest_hammer))
+    print(df.tail())
+
+    if lastest_hammer:
+        print("购买，做多")
+        notifyMsg("购买，做多")
+
+
+def longRunBot():
+    common.notifyMsg("任务开始")
+    while True:
+        runBot()
+        time.sleep(10)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'run':
+        longRunBot()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/info.json

@@ -0,0 +1,33 @@
+[
+	{
+		"id":"01",
+		"name": "MACD-KDJ策略检测|1h",
+		"file": "macd_kdj.py"
+	},
+	{
+		"id":"02",
+		"name": "通知测试|60s",
+		"file": "notify_demo.py"
+	},
+	{
+		"id":"03",
+		"name": "okex|macd交易策略|15m",
+		"file": "online_macd_trade.py"
+	},
+	{
+		"id":"04",
+		"name": "okex|动量交易策略|5m",
+		"file": "momentun_trade.py"
+	},
+	{
+		"id":"05",
+		"name": "gate.io|动量交易策略|5m",
+		"file": "gate_100.py"
+	},
+	{
+		"id":"06",
+		"name": "仅提醒|Vega交易策略|5m",
+		"file": "vega_trade.py"
+	}
+
+]

plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py

@@ -0,0 +1,121 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/macd_kdj.py long
+
+
+import ccxt
+import talib
+import pandas as pd
+import time
+
+import sys
+import os
+from pprint import pprint
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+
+pd.set_option('display.max_rows', None)
+
+# import warnings
+# warnings.filterwarnings('error')
+
+
+def getMACD(df, lenght=-60):
+    if len(df['close'].values) < 100:
+        return False, None
+
+    close_p = df['close'].values
+    df['dif'], df['dea'], df['macd'] = talib.MACD(close_p,
+                                                  fastperiod=12,
+                                                  slowperiod=26,
+                                                  signalperiod=9)
+    return True, df[lenght:]
+
+
+def isKdj(last, last_pre):
+    # 判断是否是金叉
+    if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
+        return True
+    return False
+
+
+def isDeadFork(last, last_pre):
+    # 判断是否是死叉
+    if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
+        return True
+    return False
+
+
+def checkData():
+    tag = 'btc'
+    tf_frame = '1h'
+
+    data = common.getDataFromDb_DF(tf_frame, tag, 300)
+
+    # print(data)
+    b, r = getMACD(data)
+    if b:
+        # rlen = len(r)
+        # r = r.copy()
+        # r['dt'] = pd.to_datetime(
+        #     r['addtime'], unit='s')
+
+        # r['dt'] = r['dt'].dt.tz_convert('Asia/Shanghai')
+        # print(r)
+        rlen = len(r)
+
+        t_data = r.tail(2)
+        # print(r.tail(2))
+
+        last_pre = t_data.iloc[0]
+        last = t_data.iloc[1]
+
+        # print(last_pre)
+        # print(last)
+        # print(last_pre['addtime'])
+        # print(last_pre['open'])
+        # print(last_pre['high'])
+        # print(last_pre['low'])
+        # print(last_pre['close'])
+
+        # print(last['addtime'])
+        # print(last['open'])
+        # print(last['high'])
+        # print(last['low'])
+        # print(last['close'])
+
+        now = mw.getDateFromNow()
+        if isKdj(last, last_pre):
+            msg = now + "|{}|{}|检查到金叉状态!".format(tag, tf_frame)
+            common.notifyMsg(msg, tf_frame, tag)
+            common.writeLog(msg)
+
+        if isDeadFork(last, last_pre):
+            msg = now + "|{}|{}|检查到死叉状态!".format(tag, tf_frame)
+            common.notifyMsg(msg, tf_frame, tag)
+            common.writeLog(msg)
+
+
+def run():
+    checkData()
+
+
+def longRun():
+    while True:
+        checkData()
+        time.sleep(3)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'run':
+        run()
+    elif func == 'long':
+        longRun()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/momentun_trade.py

@@ -0,0 +1,505 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/momentun_trade.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/momentun_trade.py long
+
+
+# 动量策略交易
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import json
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = common.initEx()
+exchange.load_markets()
+
+# 默认开仓数据
+# default_open_num = 70
+# default_sell_num = 0.003
+
+default_open = {
+    'BTC/USDT': 30,
+    'XRP/USDT': 30,
+}
+
+default_sell = {
+    'BTC/USDT': 0.001,
+    'XRP/USDT': 100,
+}
+
+
+# 做多开仓
+def onBuyOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+
+    common.writeLogEx('------做多----------------------------------', symbol)
+
+    default_open_num = default_open[symbol]
+    # 做多开仓 | 市价
+    data = exchange.createMarketBuyOrder(
+        symbol, default_open_num, {"tdMode": "cross"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 修正小数点位数
+    open_price = common.roundVal(open_price, stop_loss_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+
+    # 做多-止损价大于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 - 0.003))
+
+    # property_val = float(order_data['info']['accFillSz']) + float(order_data['info']['fee'])
+
+    property_val = common.addition(order_data['info'][
+        'accFillSz'], order_data['info']['fee'])
+    property_val = float(property_val)
+    # 可平仓的数量
+    # property_val = common.roundValCeil(
+    #     property_val, order_data['info']['accFillSz'])
+
+    common.writeLogEx('可平仓资产:' + str(property_val), symbol)
+
+    # 止盈价
+    diff = float(open_price) - float(stop_loss_price)
+    closing_price = float(open_price) + (diff * 1.5)
+    # closing_price = float(open_price) * float((1 + profit))
+    # # 选择盈利多的
+    # if closing_price_c > closing_price:
+    #     closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价/止盈价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    # 止损条件单
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    # 止赢条件单
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做多 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onBuyOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做多开仓
+    # profit 百分比
+    try:
+        return onBuyOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def onSellOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+    common.writeLogEx('------做空----------------------------------', symbol)
+
+    # 计算借币卖币多多少,以USDT为基准
+    # sell_num = float(default_open_num) / float(stop_loss_price)
+    # sell_num = round(sell_num, 8)
+    # sell_num = default_sell_num
+    sell_num = default_sell[symbol]
+
+    # 做空开仓 | 市价
+    data = exchange.createMarketSellOrder(
+        symbol, sell_num, {"tdMode": "cross", 'ccy': "USDT"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 修正
+    open_price = common.roundVal(open_price, stop_loss_price)
+
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('可平仓资产:' + str(sell_num), symbol)
+
+    # 做空-止损价小于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 + 0.003))
+
+    # 止盈价
+    diff = float(stop_loss_price) - float(open_price)
+    closing_price = float(open_price) - (diff * 1.5)
+    # closing_price = float(open_price) * float((1 - profit))
+    # 选择盈利多的
+    # if closing_price_c < closing_price:
+    # closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    sl_amount = common.multiply(stop_loss_price, sell_num)
+    # 解决平仓时,未全部平仓
+    sl_amount = common.addition(sl_amount, 0.1)
+    common.writeLogEx('止损总价值:' + str(sl_amount), symbol)
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        sl_amount), stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', float(sl_amount), stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    # 设置 -止盈价
+    # tp_amount = closing_price * sell_num
+    tp_amount = common.multiply(closing_price, sell_num)
+    # 解决平仓时,未全部平仓
+    tp_amount = common.addition(tp_amount, 0.1)
+    common.writeLogEx('止盈总价值:' + str(tp_amount), symbol)
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        tp_amount), closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', float(tp_amount), closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈价数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做空 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onSellOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做空开仓
+    # profit 百分比
+    try:
+        return onSellOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def getOnlineData(symbol,  input_tf="15m", limit=230):
+    bars = exchange.fetch_ohlcv(symbol, timeframe=input_tf, limit=limit)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+    df.set_index('dt', inplace=True)
+    df.index = df.index.tz_localize('UTC').tz_convert('Asia/Shanghai')
+    return df
+
+
+def isKdj(last, last_pre):
+    # 判断是否是金叉
+    if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
+        return True
+    return False
+
+
+def isDeadFork(last, last_pre):
+    # 判断是否是死叉
+    if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
+        return True
+    return False
+
+
+def getMACD(df, lenght=-60):
+    if len(df['close'].values) < 100:
+        return False, None
+
+    close_p = df['close'].values
+    df['dif'], df['dea'], df['macd'] = talib.MACD(close_p,
+                                                  fastperiod=12,
+                                                  slowperiod=26,
+                                                  signalperiod=9)
+    return df[lenght:]
+
+
+def getTarget(df):
+    close = df['close'].values
+    df['ema'] = talib.EMA(np.array(close), timeperiod=10)
+    df['ema_200'] = talib.EMA(np.array(close), timeperiod=200)
+    df['ma'] = talib.MA(close, timeperiod=10)
+    df['rsi'] = talib.RSI(close, timeperiod=14)
+    return df
+
+
+# 多头信号
+def isBuyCrondSignal(last):
+    if last['ema'] > last['ma'] and (last['rsi'] > 50 and last['rsi'] < 70) and last['low'] >= last['ma'] and last['close'] > last['open']:
+        return True
+    return False
+
+
+def isBuyFristSignal(data):
+    data = data.sort_values(by=['timestamp'], ascending=False)
+    # print(data)
+    data_len = len(data)
+    signal_num = 0
+
+    first_data = data.iloc[1]
+    # print(1, first_data['close'], first_data['ema'])
+    is_buy_signal = isBuyCrondSignal(first_data)
+
+    for x in range(2, data_len):
+        tmp = data.iloc[x]
+        # print(data.iloc[x])
+        # print(x, tmp['close'], tmp['ema'])
+        if isBuyCrondSignal(tmp):
+            signal_num = + 1
+
+        # print('signal_num:', signal_num)
+
+        if (tmp['ema'] < tmp['ma']):
+            break
+
+        if str(tmp['ema']) == 'nan':
+            break
+
+    print("is_buy_signal:", is_buy_signal, 'signal_num:', signal_num)
+    if is_buy_signal and signal_num == 0:
+        return True
+
+    return False
+
+
+# 空头信号
+def isSellCrondSignal(last):
+    if last['ema'] < last['ma'] and (last['rsi'] > 30 and last['rsi'] < 50) and last['high'] <= last['ema'] and last['close'] < last['open']:
+        return True
+    return False
+
+
+def isSellFristSignal(data):
+    data = data.sort_values(by=['timestamp'], ascending=False)
+    # print(data)
+    data_len = len(data)
+    signal_num = 0
+
+    first_data = data.iloc[1]
+    # print(1, first_data['close'], first_data['ema'])
+    is_sell_signal = isSellCrondSignal(first_data)
+
+    for x in range(2, data_len):
+        tmp = data.iloc[x]
+        # print(data.iloc[x])
+        # print(x, tmp['close'], tmp['ema'])
+        if isSellCrondSignal(tmp):
+            signal_num = + 1
+
+        # print('signal_num:', signal_num)
+
+        if (tmp['ema'] < tmp['ma']):
+            break
+
+        if str(tmp['ema']) == 'nan':
+            break
+
+    print("is_sell_signal:", is_sell_signal, 'signal_num:', signal_num)
+    if is_sell_signal and signal_num == 0:
+        return True
+
+    return False
+
+
+def monentunTrade(data, tag, timeframe):
+    data = getTarget(data)
+    # print(data)
+
+    key_data = data.tail(3)
+    print(key_data)
+    last_pre = key_data.iloc[0]
+    last = key_data.iloc[1]
+
+    obj = common.MsgTpl()
+    symbol = tag.upper() + '/USDT'
+    obj.setName(symbol)
+    obj.setStrategyName("动量交易策略")
+    obj.setTimeFrame(timeframe)
+    obj.setOpenTime(last['timestamp'] / 1000)
+
+    # 买入信号，并且收盘价要大于200 ema
+    if isBuyFristSignal(data) and last['close'] > last['ema_200']:
+        obj.setStrategicDt('buy')
+
+        # 做多止损点
+        stop_loss_price = last['ma']
+        stop_loss_price = common.roundVal(stop_loss_price, last['open'])
+        buy_status, open_price, closing_price = onBuyOrder(
+            symbol, stop_loss_price, 0.005, timeframe)
+
+        if buy_status:
+            # 做多止损点
+            obj.setStopLossPrice(str(stop_loss_price))
+            obj.setOpenPrice(str(open_price))
+            obj.setClosingPrice(str(closing_price))
+            obj.setContent("动量交易策略做多!")
+            msg = obj.toText()
+            print(msg)
+            common.notifyMsg(msg, timeframe, tag)
+            common.writeLog(msg)
+
+    # 卖出信号，并且收盘价要小于200 ema
+    # if isSellFristSignal(data) and last['close'] < last['ema_200']:
+    #     obj.setStrategicDt('sell')
+
+    #     stop_loss_price = last['ma']
+    #     stop_loss_price = common.roundVal(stop_loss_price, last['open'])
+    #     sell_status, open_price, closing_price = onSellOrder(
+    #         symbol, stop_loss_price, 0.005, timeframe)
+    #     if sell_status:
+    #         obj.setStopLossPrice(str(stop_loss_price))
+    #         obj.setOpenPrice(str(open_price))
+    #         obj.setClosingPrice(str(closing_price))
+    #         obj.setStrategicDt('sell')
+    #         obj.setContent("动量交易策略作空!")
+    #         msg = obj.toText()
+    #         print(msg)
+    #         common.notifyMsg(msg, timeframe, tag)
+    #         common.writeLog(msg)
+
+
+def mainProcess(tag, timeframe='15m'):
+    symbol = tag.upper() + '/USDT'
+    data = getOnlineData(symbol, timeframe)
+
+    monentunTrade(data, tag, timeframe)
+
+
+def foreachList():
+    tag_list = ['btc', 'xrp']
+    for tag in tag_list:
+        mainProcess(tag, '15m')
+        time.sleep(1)
+
+
+def longRun():
+    while True:
+        foreachList()
+        time.sleep(1)
+
+
+def debug():
+    while True:
+        mainProcess('btc', '5m')
+        time.sleep(1)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/notify_demo.py

@@ -0,0 +1,48 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/notify_demo.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/notify_demo.py long
+
+
+import ccxt
+import talib
+import pandas as pd
+import time
+
+import sys
+import os
+from pprint import pprint
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+
+def run():
+    print('debug')
+
+
+def longRun():
+    while True:
+
+        obj = common.MsgTpl()
+        obj.setName("通知测试")
+        obj.setStrategyName("无")
+        obj.setTimeFrame("1m")
+        obj.setContent("60s通知测试")
+        msg = obj.toText()
+        print(msg)
+        common.notifyMsg(msg, '1m', 'debug')
+        common.writeLog(msg)
+        time.sleep(3)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'run':
+        run()
+    if func == 'long':
+        longRun()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py

@@ -0,0 +1,294 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py t_buy_open
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py t_buy_close
+
+
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py t_sell_open
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py t_sell_cloe
+
+# 获取仓位数据
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/on_g_test.py t_get_trade
+
+# API地址
+# https://www.gate.io/docs/developers/apiv4/zh_CN/#api
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = ccxt.gate({
+    "apiKey": '756e1ff80526cb0ac9620c75680fc506',
+    "secret":  '95ac89362056bcf12ce37aabff6eb7ec78185483105f39b4a35e8dc8db8b4d3c',
+})
+
+exchange.load_markets()
+
+
+def t_get_trade():
+    data = exchange.fetchPositions()
+    print(data)
+
+
+def btc_test():
+    closing_price = 24599.9
+    stop_loss_price = 24740.4
+
+    # ---------------------------
+    stop_loss_args = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+    print('---------止损价 执行 START ----------------------------------')
+
+    sl_amount = stop_loss_price * 0.001
+    print(amount)
+    data = exchange.create_order(
+        'BTC/USDT', 'limit', 'buy', sl_amount, stop_loss_price, stop_loss_args)
+    print(data)
+    print('---------止损价 执行 END ----------------------------------')
+
+    print('---------止盈价 执行 START ----------------------------------')
+
+    closing_price_args = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    cp_amount = closing_price * 0.001
+    print(amount)
+    data = exchange.create_order(
+        'BTC/USDT', 'limit', 'buy', cp_amount, closing_price, closing_price_args)
+    print(data)
+    print('---------止盈价 执行 END ----------------------------------')
+
+
+def testK_buy_open_sz():
+    # 做多开仓
+
+    data = exchange.fetchTicker('BTC/USDT')
+    print(data)
+    # data = exchange.createMarketBuyOrder('DOT/USDT', 1, {"tdMode": "cross"})
+    # print(data)
+    # print(type(data))
+
+
+def testK_buy_open():
+    # 做多开仓
+
+    # print(dir(exchange))
+
+    # exchange['options']['createMarketBuyOrderRequiresPrice'] = False
+    data = exchange.fetch_ticker('BTC/USDT')
+    print("now price:", data['ask'])
+
+    amount = 0.001
+    price = data['ask']
+    cost = amount * float(price)
+    print('total price:', cost)
+    print('amount price:', amount)
+    # a_amount = round(amount / data['ask'], 5)
+    # print('amount :', amount)
+    # print('amount :', str(amount))
+
+    #
+    data = exchange.createOrder(
+        "BTC/USDT", type="limit", side="buy", amount=amount,  price=price, params={'account': "cross_margin"})
+    # data = exchange.createMarketBuyOrder('BTC/USDT', amount)
+    print(data)
+    print(type(data))
+
+    # 数据
+    # {'info': {'clOrdId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'ordId': '554437054223302656', 'sCode': '0', 'sMsg': 'Order placed', 'tag': 'e847386590ce4dBC'}, 'id': '554437054223302656', 'clientOrderId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'timestamp': None, 'datetime': None, 'lastTradeTimestamp': None, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': None, 'postOnly': None, 'side': 'buy', 'price': None, 'stopPrice': None, 'triggerPrice': None, 'average': None, 'cost': None, 'amount': None, 'filled': None, 'remaining': None, 'status': None, 'fee': None, 'trades': [], 'reduceOnly': None, 'fees': []}
+
+    # 查询委托单
+    # order_id = data['info']['ordId']
+    # order_id = '554437054223302656'
+    # data = exchange.fetchOrder(order_id, 'BTC/USDT')
+    # print(data['info'])
+    # {'info': {'accFillSz': '0.190548', 'algoClOrdId': '', 'algoId': '', 'avgPx': '5.248', 'cTime': '1678441709955', 'cancelSource': '', 'cancelSourceReason': '', 'category': 'normal', 'ccy': 'USDT', 'clOrdId': 'e847386590ce4dBCeaddfd1494dc7080', 'fee': '-0.000190548', 'feeCcy': 'DOT', 'fillPx': '5.248', 'fillSz': '0.190548', 'fillTime': '1678441709957', 'instId': 'DOT-USDT', 'instType': 'MARGIN', 'lever': '10', 'ordId': '554359943143833600', 'ordType': 'market', 'pnl': '0', 'posSide': 'net', 'px': '', 'quickMgnType': '', 'rebate': '0', 'rebateCcy': 'USDT', 'reduceOnly': 'false', 'side': 'buy', 'slOrdPx': '', 'slTriggerPx': '', 'slTriggerPxType': '', 'source': '', 'state': 'filled', 'sz': '1', 'tag': 'e847386590ce4dBC', 'tdMode': 'cross', 'tgtCcy': '', 'tpOrdPx': '', 'tpTriggerPx': '', 'tpTriggerPxType': '', 'tradeId': '81184616', 'uTime': '1678441709960'}, 'id': '554359943143833600', 'clientOrderId': 'e847386590ce4dBCeaddfd1494dc7080', 'timestamp': 1678441709955, 'datetime': '2023-03-10T09:48:29.955Z', 'lastTradeTimestamp': 1678441709957, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': 'IOC', 'postOnly': None, 'side': 'buy', 'price': 5.248, 'stopPrice': None, 'triggerPrice': None, 'average': 5.248, 'cost': 0.999995904, 'amount': 1.0, 'filled': 0.190548, 'remaining': 0.809452, 'status': 'closed', 'fee': {'cost': 0.000190548, 'currency': 'DOT'}, 'trades': [], 'reduceOnly': False, 'fees': [{'cost': 0.000190548, 'currency': 'DOT'}]}
+
+    # open_price = data['info']['avgPx']
+    # print("开仓平均价", open_price)
+
+    # # 止盈价
+    # closing_price = float(open_price) * float((1 + 0.005))
+    # closing_price = common.roundVal(closing_price, open_price)
+    # print("止盈价", closing_price)
+
+    # # 止损价
+    # stop_loss_price = float(open_price) * float((1 - 0.01))
+    # stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    # print("止损价", stop_loss_price)
+
+    # property_val = float(data['info']['accFillSz']) + \
+    #     float(data['info']['fee'])
+
+    # # 相同位数
+    # property_val = common.roundValCeil(property_val, data['info']['accFillSz'])
+    # print("可平仓资产", property_val)
+
+    # closed_orders = exchange.fetchClosedOrders('DOT/USDT', limit=2)
+    # print('closed_orders', closed_orders)
+
+    # print(exchange.fetchBalance())
+
+    # 可以用,限价单
+    # time.sleep(1)
+    # data = exchange.createLimitSellOrder(
+    #     'DOT/USDT', property_val, closing_price, {"tdMode": "cross", 'ccy': 'USDT', "reduceOnly": True})
+    # print(data)
+    # print(type(data))
+
+    # 止损价
+    # 止盈价
+
+    # exchange_params = {
+    #     'ccy': "USDT",
+    #     'reduceOnly': True,
+    #     'tdMode': "cross",
+    #     'tpOrdPx': "-1",
+    #     'tpTriggerPx': closing_price,
+    #     'slOrdPx': "-1",
+    #     'slTriggerPx': stop_loss_price,
+    # }
+    # print('---------止损价 执行----------------------------------')
+
+    # data = exchange.create_order(
+    #     'BTC/USDT', 'limit', 'sell', property_val, closing_price, exchange_params)
+    # print(data)
+    # print(type(data))
+
+    # print('---------止盈价 执行----------------------------------')
+
+    # exchange_params = {
+    #     'stopPrice': closing_price,
+    #     'type': 'stopLimit',
+    # }
+    # data = exchange.create_order(
+    #     'DOT/USDT', 'limit', 'sell', property_val, closing_price, exchange_params)
+    # print(data)
+    # print(type(data))
+
+
+def testK_buy_close():
+    # 平多
+    data = exchange.create_limit_buy_order(
+        'DOT/USDT', 1, 5, {"tdMode": "cross"})
+    print(data)
+    print(type(data))
+
+    # closed_orders = exchange.fetchClosedOrders('BTC/USDT', limit=2)
+    # print(closed_orders)
+
+    # closed_orders = exchange.fetchMyTrades('ETH/USDT', limit=2)
+    # print(closed_orders)
+
+
+def testK_sell_open():
+    # 做空开仓
+
+    # data = exchange.createMarketSellOrder(
+    #     'DOT/USDT', 1, {"tdMode": "cross", 'ccy': "USDT", })
+    # print(data)
+    # print(type(data))
+
+    # 数据
+    # {'info': {'clOrdId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'ordId': '554437054223302656', 'sCode': '0', 'sMsg': 'Order placed', 'tag': 'e847386590ce4dBC'}, 'id': '554437054223302656', 'clientOrderId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'timestamp': None, 'datetime': None, 'lastTradeTimestamp': None, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': None, 'postOnly': None, 'side': 'buy', 'price': None, 'stopPrice': None, 'triggerPrice': None, 'average': None, 'cost': None, 'amount': None, 'filled': None, 'remaining': None, 'status': None, 'fee': None, 'trades': [], 'reduceOnly': None, 'fees': []}
+
+    # # 查询委托单
+    # order_id = data['info']['ordId']
+    order_id = '554516809819832320'
+    data = exchange.fetchOrder(order_id, 'DOT/USDT')
+    print(data['info'])
+    # {'info': {'accFillSz': '0.190548', 'algoClOrdId': '', 'algoId': '', 'avgPx': '5.248', 'cTime': '1678441709955', 'cancelSource': '', 'cancelSourceReason': '', 'category': 'normal', 'ccy': 'USDT', 'clOrdId': 'e847386590ce4dBCeaddfd1494dc7080', 'fee': '-0.000190548', 'feeCcy': 'DOT', 'fillPx': '5.248', 'fillSz': '0.190548', 'fillTime': '1678441709957', 'instId': 'DOT-USDT', 'instType': 'MARGIN', 'lever': '10', 'ordId': '554359943143833600', 'ordType': 'market', 'pnl': '0', 'posSide': 'net', 'px': '', 'quickMgnType': '', 'rebate': '0', 'rebateCcy': 'USDT', 'reduceOnly': 'false', 'side': 'buy', 'slOrdPx': '', 'slTriggerPx': '', 'slTriggerPxType': '', 'source': '', 'state': 'filled', 'sz': '1', 'tag': 'e847386590ce4dBC', 'tdMode': 'cross', 'tgtCcy': '', 'tpOrdPx': '', 'tpTriggerPx': '', 'tpTriggerPxType': '', 'tradeId': '81184616', 'uTime': '1678441709960'}, 'id': '554359943143833600', 'clientOrderId': 'e847386590ce4dBCeaddfd1494dc7080', 'timestamp': 1678441709955, 'datetime': '2023-03-10T09:48:29.955Z', 'lastTradeTimestamp': 1678441709957, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': 'IOC', 'postOnly': None, 'side': 'buy', 'price': 5.248, 'stopPrice': None, 'triggerPrice': None, 'average': 5.248, 'cost': 0.999995904, 'amount': 1.0, 'filled': 0.190548, 'remaining': 0.809452, 'status': 'closed', 'fee': {'cost': 0.000190548, 'currency': 'DOT'}, 'trades': [], 'reduceOnly': False, 'fees': [{'cost': 0.000190548, 'currency': 'DOT'}]}
+
+    open_price = data['info']['avgPx']
+
+    print("开仓平均价", open_price)
+
+    # 止盈价
+    closing_price = float(open_price) * float((1 - 0.005))
+    closing_price = common.roundVal(closing_price, open_price)
+    print("止盈价", closing_price)
+
+    # 止损价
+    stop_loss_price = float(open_price) * float((1 + 0.01))
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    print("止损价", stop_loss_price)
+
+    property_val = float(data['info']['accFillSz'])
+    # 相同位数
+    print("可平仓资产", property_val)
+
+    # 止损价
+    # 止盈价
+    exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+    print('---------止损价 执行----------------------------------')
+
+    data = exchange.create_order(
+        'DOT/USDT', 'limit', 'buy', property_val, closing_price, exchange_params)
+    print(data)
+    print(type(data))
+
+
+def testK_sell_close():
+    # 平多
+    data = exchange.create_limit_buy_order(
+        'DOT/USDT', 1, 5, {"tdMode": "cross"})
+    print(data)
+    print(type(data))
+
+    # closed_orders = exchange.fetchClosedOrders('BTC/USDT', limit=2)
+    # print(closed_orders)
+
+    # closed_orders = exchange.fetchMyTrades('ETH/USDT', limit=2)
+    # print(closed_orders)
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    elif func == 'test':
+        testKdan()
+    elif func == 't_get_trade':
+        t_get_trade()
+    elif func == 't_buy_open':
+        testK_buy_open()
+    elif func == 't_buy_close':
+        testK_buy_close()
+    elif func == 't_sell_open':
+        testK_sell_open()
+    elif func == 't_sell_cloe':
+        testK_sell_close()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/online_macd_trade.py

@@ -0,0 +1,437 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_macd_trade.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_macd_trade.py long
+
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import json
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = common.initEx()
+exchange.load_markets()
+
+# 默认开仓数据
+# default_open_num = 10
+
+default_open = {
+    'ETH/USDT': 30,
+    'DOT/USDT': 30,
+    'CEL/USDT': 30,
+}
+
+default_sell = {
+    'ETH/USDT': 0.02,
+    'DOT/USDT': 5,
+    'CEL/USDT': 85,
+}
+
+
+# 做多开仓
+def onBuyOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+
+    common.writeLogEx('------做多----------------------------------', symbol)
+
+    default_open_num = default_open[symbol]
+    # 做多开仓 | 市价
+    data = exchange.createMarketBuyOrder(
+        symbol, default_open_num, {"tdMode": "cross"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 做多-止损价大于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 - 0.003))
+
+    # property_val = float(order_data['info']['accFillSz']) + float(order_data['info']['fee'])
+    property_val = common.addition(
+        order_data['info']['accFillSz'], order_data['info']['fee'])
+    property_val = float(property_val)
+
+    # 可平仓的数量
+    property_val = common.roundValCeil(
+        property_val, order_data['info']['accFillSz'])
+
+    common.writeLogEx('可平仓资产:' + str(property_val), symbol)
+
+    # 止盈价
+    diff = float(open_price) - float(stop_loss_price)
+    closing_price_c = float(open_price) + (diff * 2)
+    closing_price = float(open_price) * float((1 + profit))
+    # 选择盈利多的
+    if closing_price_c > closing_price:
+        closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, stop_loss_price)
+    # stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价/止盈价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    # 止损条件单
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    # 止赢条件单
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止赢数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做多 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onBuyOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做多开仓
+    # profit 百分比
+    try:
+        return onBuyOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def onSellOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+    common.writeLogEx('------做空----------------------------------', symbol)
+
+    # 计算借币卖币多多少,以USDT为基准
+    # sell_num = float(default_open_num) / float(stop_loss_price)
+    # sell_num = round(sell_num, 8)
+
+    sell_num = default_sell[symbol]
+    # 做空开仓 | 市价
+    data = exchange.createMarketSellOrder(
+        symbol, sell_num, {"tdMode": "cross", 'ccy': "USDT"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    common.writeLogEx('可平仓资产:' + str(sell_num), symbol)
+
+    # 做空-止损价小于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 + 0.003))
+
+    # 止盈价
+    diff = float(stop_loss_price) - float(open_price)
+    closing_price_c = float(open_price) - (diff * 2)
+    closing_price = float(open_price) * float((1 - profit))
+    # 选择盈利多的
+    if closing_price_c < closing_price:
+        closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    sl_amount = common.multiply(stop_loss_price, sell_num)
+    # 解决平仓时,未全部平仓
+    sl_amount = common.addition(sl_amount, 0.1)
+    common.writeLogEx('止损总价值:' + str(sl_amount), symbol)
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        sl_amount), stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', sl_amount, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    # 设置 -止盈价
+    tp_amount = common.multiply(closing_price, sell_num)
+    # 解决平仓时,未全部平仓
+    tp_amount = common.addition(tp_amount, 0.1)
+    common.writeLogEx('止盈总价值:' + str(tp_amount), symbol)
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        tp_amount), closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', tp_amount, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈价数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做空 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onSellOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做空开仓
+    # profit 百分比
+    try:
+        return onSellOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def getOnlineData(symbol,  input_tf="15m", limit=230):
+    bars = exchange.fetch_ohlcv(symbol, timeframe=input_tf, limit=limit)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+    df.set_index('dt', inplace=True)
+    df.index = df.index.tz_localize('UTC').tz_convert('Asia/Shanghai')
+    return df
+
+
+def isKdj(last, last_pre):
+    # 判断是否是金叉
+    if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
+        return True
+    return False
+
+
+def isDeadFork(last, last_pre):
+    # 判断是否是死叉
+    if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
+        return True
+    return False
+
+
+def getMACD(df, lenght=-60):
+    if len(df['close'].values) < 100:
+        return False, None
+
+    close_p = df['close'].values
+    df['dif'], df['dea'], df['macd'] = talib.MACD(close_p,
+                                                  fastperiod=12,
+                                                  slowperiod=26,
+                                                  signalperiod=9)
+    return df[lenght:]
+
+
+def getEMA(df):
+    close_p = df['close'].values
+    df['ema'] = talib.EMA(np.array(close_p), timeperiod=200)
+    return df
+
+
+def doneMacd(data, tag, timeframe):
+    data = getEMA(data)
+
+    ma_data = getMACD(data)
+    # alen = len(data)
+    # print(ma_data)
+
+    t_data = ma_data.tail(3)
+    # print(t_data)
+
+    last_pre = t_data.iloc[0]
+    last = t_data.iloc[1]
+
+    # print(last)
+    # print(last.index)
+
+    # print('close:', last['close'], 'ema:', last['ema'])
+
+    obj = common.MsgTpl()
+    symbol = tag.upper() + '/USDT'
+    obj.setName(symbol)
+    obj.setStrategyName("MACD检查")
+    obj.setTimeFrame(timeframe)
+    obj.setOpenTime(last['timestamp'] / 1000)
+
+    now_data = t_data.iloc[2]
+    # print('now_data:', now_data)
+
+    # msg = obj.toText()
+    # print(msg)
+
+    if isKdj(last, last_pre) and last['close'] > last['ema']:
+        # if isKdj(last, last_pre):
+
+        # closing_price = common.calc_ClosingPrice(
+        #     now_data['close'], last_pre['low'], 'buy')
+        # # print('closing_price:', closing_price)
+
+        # 做多止损点
+        stop_loss_price = last_pre['low']
+        buy_status, open_price, closing_price = onBuyOrder(
+            symbol, stop_loss_price, 0.005, timeframe)
+
+        if buy_status:
+            obj.setStrategicDt('buy')
+            # 做多止损点
+            obj.setStopLossPrice(str(stop_loss_price))
+            obj.setOpenPrice(str(open_price))
+            obj.setClosingPrice(str(closing_price))
+            obj.setContent("检查到金叉状态")
+            msg = obj.toText()
+            print(msg)
+            common.notifyMsg(msg, timeframe, tag)
+            common.writeLog(msg)
+
+    if isDeadFork(last, last_pre) and last['close'] < last['ema']:
+        # if isDeadFork(last, last_pre):
+        # closing_price = common.calc_ClosingPrice(
+        #     now_data['close'], last_pre['high'], 'sell')
+
+        # 做空止损点
+        stop_loss_price = last_pre['high']
+        sell_status, open_price, closing_price = onSellOrder(
+            symbol, stop_loss_price, 0.005, timeframe)
+        if sell_status:
+            obj.setStopLossPrice(str(stop_loss_price))
+            obj.setOpenPrice(str(open_price))
+            obj.setClosingPrice(str(closing_price))
+            obj.setStrategicDt('sell')
+            obj.setContent("检查到死叉状态")
+            msg = obj.toText()
+            print(msg)
+            common.notifyMsg(msg, timeframe, tag)
+            common.writeLog(msg)
+
+
+def mainProcess(tag, timeframe='15m'):
+    symbol = tag.upper() + '/USDT'
+    data = getOnlineData(symbol, timeframe)
+
+    doneMacd(data, tag, timeframe)
+
+
+def foreachList():
+    tag_list = [
+        'eth', 'dot'
+    ]
+
+    for tag in tag_list:
+        mainProcess(tag, '15m')
+        time.sleep(1)
+
+
+def longRun():
+    while True:
+        foreachList()
+        time.sleep(3)
+
+
+def debug():
+    while True:
+        mainProcess('xrp', '1m')
+        time.sleep(3)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/online_test.py

@@ -0,0 +1,273 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_test.py t_buy_open
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_test.py t_buy_close
+
+
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_test.py t_sell_open
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_test.py t_sell_cloe
+
+# 获取仓位数据
+
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/online_test.py t_get_trade
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = common.initEx()
+
+exchange.load_markets()
+
+
+def t_get_trade():
+    data = exchange.fetchPositions()
+    print(data)
+
+
+def btc_test():
+    closing_price = 24599.9
+    stop_loss_price = 24740.4
+
+    # ---------------------------
+    stop_loss_args = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+    print('---------止损价 执行 START ----------------------------------')
+
+    sl_amount = stop_loss_price * 0.003
+    print(amount)
+    data = exchange.create_order(
+        'BTC/USDT', 'limit', 'buy', sl_amount, stop_loss_price, stop_loss_args)
+    print(data)
+    print('---------止损价 执行 END ----------------------------------')
+
+    print('---------止盈价 执行 START ----------------------------------')
+
+    closing_price_args = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    cp_amount = closing_price * 0.003
+    print(amount)
+    data = exchange.create_order(
+        'BTC/USDT', 'limit', 'buy', cp_amount, closing_price, closing_price_args)
+    print(data)
+    print('---------止盈价 执行 END ----------------------------------')
+
+
+def testK_buy_open_sz():
+    # 做多开仓
+
+    data = exchange.fetchTicker('DOT/USDT')
+    print(data)
+    # data = exchange.createMarketBuyOrder('DOT/USDT', 1, {"tdMode": "cross"})
+    # print(data)
+    # print(type(data))
+
+
+def testK_buy_open():
+    # 做多开仓
+
+    data = exchange.createMarketBuyOrder(
+        'DOT/USDT', 1, {"tdMode": "cross"})
+    print(data)
+    print(type(data))
+
+    # 数据
+    # {'info': {'clOrdId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'ordId': '554437054223302656', 'sCode': '0', 'sMsg': 'Order placed', 'tag': 'e847386590ce4dBC'}, 'id': '554437054223302656', 'clientOrderId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'timestamp': None, 'datetime': None, 'lastTradeTimestamp': None, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': None, 'postOnly': None, 'side': 'buy', 'price': None, 'stopPrice': None, 'triggerPrice': None, 'average': None, 'cost': None, 'amount': None, 'filled': None, 'remaining': None, 'status': None, 'fee': None, 'trades': [], 'reduceOnly': None, 'fees': []}
+
+    # 查询委托单
+    order_id = data['info']['ordId']
+    # order_id = '554437054223302656'
+    data = exchange.fetchOrder(order_id, 'DOT/USDT')
+    print(data['info'])
+    # {'info': {'accFillSz': '0.190548', 'algoClOrdId': '', 'algoId': '', 'avgPx': '5.248', 'cTime': '1678441709955', 'cancelSource': '', 'cancelSourceReason': '', 'category': 'normal', 'ccy': 'USDT', 'clOrdId': 'e847386590ce4dBCeaddfd1494dc7080', 'fee': '-0.000190548', 'feeCcy': 'DOT', 'fillPx': '5.248', 'fillSz': '0.190548', 'fillTime': '1678441709957', 'instId': 'DOT-USDT', 'instType': 'MARGIN', 'lever': '10', 'ordId': '554359943143833600', 'ordType': 'market', 'pnl': '0', 'posSide': 'net', 'px': '', 'quickMgnType': '', 'rebate': '0', 'rebateCcy': 'USDT', 'reduceOnly': 'false', 'side': 'buy', 'slOrdPx': '', 'slTriggerPx': '', 'slTriggerPxType': '', 'source': '', 'state': 'filled', 'sz': '1', 'tag': 'e847386590ce4dBC', 'tdMode': 'cross', 'tgtCcy': '', 'tpOrdPx': '', 'tpTriggerPx': '', 'tpTriggerPxType': '', 'tradeId': '81184616', 'uTime': '1678441709960'}, 'id': '554359943143833600', 'clientOrderId': 'e847386590ce4dBCeaddfd1494dc7080', 'timestamp': 1678441709955, 'datetime': '2023-03-10T09:48:29.955Z', 'lastTradeTimestamp': 1678441709957, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': 'IOC', 'postOnly': None, 'side': 'buy', 'price': 5.248, 'stopPrice': None, 'triggerPrice': None, 'average': 5.248, 'cost': 0.999995904, 'amount': 1.0, 'filled': 0.190548, 'remaining': 0.809452, 'status': 'closed', 'fee': {'cost': 0.000190548, 'currency': 'DOT'}, 'trades': [], 'reduceOnly': False, 'fees': [{'cost': 0.000190548, 'currency': 'DOT'}]}
+
+    open_price = data['info']['avgPx']
+
+    print("开仓平均价", open_price)
+
+    # 止盈价
+    closing_price = float(open_price) * float((1 + 0.005))
+    closing_price = common.roundVal(closing_price, open_price)
+    print("止盈价", closing_price)
+
+    # 止损价
+    stop_loss_price = float(open_price) * float((1 - 0.01))
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    print("止损价", stop_loss_price)
+
+    property_val = float(data['info']['accFillSz']) + \
+        float(data['info']['fee'])
+
+    # 相同位数
+    property_val = common.roundValCeil(property_val, data['info']['accFillSz'])
+    print("可平仓资产", property_val)
+
+    # closed_orders = exchange.fetchClosedOrders('DOT/USDT', limit=2)
+    # print('closed_orders', closed_orders)
+
+    # print(exchange.fetchBalance())
+
+    # 可以用,限价单
+    # time.sleep(1)
+    # data = exchange.createLimitSellOrder(
+    #     'DOT/USDT', property_val, closing_price, {"tdMode": "cross", 'ccy': 'USDT', "reduceOnly": True})
+    # print(data)
+    # print(type(data))
+
+    # 止损价
+    # 止盈价
+
+    exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+    print('---------止损价 执行----------------------------------')
+
+    data = exchange.create_order(
+        'DOT/USDT', 'limit', 'sell', property_val, closing_price, exchange_params)
+    print(data)
+    print(type(data))
+
+    # print('---------止盈价 执行----------------------------------')
+
+    # exchange_params = {
+    #     'stopPrice': closing_price,
+    #     'type': 'stopLimit',
+    # }
+    # data = exchange.create_order(
+    #     'DOT/USDT', 'limit', 'sell', property_val, closing_price, exchange_params)
+    # print(data)
+    # print(type(data))
+
+
+def testK_buy_close():
+    # 平多
+    data = exchange.create_limit_buy_order(
+        'DOT/USDT', 1, 5, {"tdMode": "cross"})
+    print(data)
+    print(type(data))
+
+    # closed_orders = exchange.fetchClosedOrders('BTC/USDT', limit=2)
+    # print(closed_orders)
+
+    # closed_orders = exchange.fetchMyTrades('ETH/USDT', limit=2)
+    # print(closed_orders)
+
+
+def testK_sell_open():
+    # 做空开仓
+
+    # data = exchange.createMarketSellOrder(
+    #     'DOT/USDT', 1, {"tdMode": "cross", 'ccy': "USDT", })
+    # print(data)
+    # print(type(data))
+
+    # 数据
+    # {'info': {'clOrdId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'ordId': '554437054223302656', 'sCode': '0', 'sMsg': 'Order placed', 'tag': 'e847386590ce4dBC'}, 'id': '554437054223302656', 'clientOrderId': 'e847386590ce4dBC58e8b0afb0fe70cc', 'timestamp': None, 'datetime': None, 'lastTradeTimestamp': None, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': None, 'postOnly': None, 'side': 'buy', 'price': None, 'stopPrice': None, 'triggerPrice': None, 'average': None, 'cost': None, 'amount': None, 'filled': None, 'remaining': None, 'status': None, 'fee': None, 'trades': [], 'reduceOnly': None, 'fees': []}
+
+    # # 查询委托单
+    # order_id = data['info']['ordId']
+    order_id = '554516809819832320'
+    data = exchange.fetchOrder(order_id, 'DOT/USDT')
+    print(data['info'])
+    # {'info': {'accFillSz': '0.190548', 'algoClOrdId': '', 'algoId': '', 'avgPx': '5.248', 'cTime': '1678441709955', 'cancelSource': '', 'cancelSourceReason': '', 'category': 'normal', 'ccy': 'USDT', 'clOrdId': 'e847386590ce4dBCeaddfd1494dc7080', 'fee': '-0.000190548', 'feeCcy': 'DOT', 'fillPx': '5.248', 'fillSz': '0.190548', 'fillTime': '1678441709957', 'instId': 'DOT-USDT', 'instType': 'MARGIN', 'lever': '10', 'ordId': '554359943143833600', 'ordType': 'market', 'pnl': '0', 'posSide': 'net', 'px': '', 'quickMgnType': '', 'rebate': '0', 'rebateCcy': 'USDT', 'reduceOnly': 'false', 'side': 'buy', 'slOrdPx': '', 'slTriggerPx': '', 'slTriggerPxType': '', 'source': '', 'state': 'filled', 'sz': '1', 'tag': 'e847386590ce4dBC', 'tdMode': 'cross', 'tgtCcy': '', 'tpOrdPx': '', 'tpTriggerPx': '', 'tpTriggerPxType': '', 'tradeId': '81184616', 'uTime': '1678441709960'}, 'id': '554359943143833600', 'clientOrderId': 'e847386590ce4dBCeaddfd1494dc7080', 'timestamp': 1678441709955, 'datetime': '2023-03-10T09:48:29.955Z', 'lastTradeTimestamp': 1678441709957, 'symbol': 'DOT/USDT', 'type': 'market', 'timeInForce': 'IOC', 'postOnly': None, 'side': 'buy', 'price': 5.248, 'stopPrice': None, 'triggerPrice': None, 'average': 5.248, 'cost': 0.999995904, 'amount': 1.0, 'filled': 0.190548, 'remaining': 0.809452, 'status': 'closed', 'fee': {'cost': 0.000190548, 'currency': 'DOT'}, 'trades': [], 'reduceOnly': False, 'fees': [{'cost': 0.000190548, 'currency': 'DOT'}]}
+
+    open_price = data['info']['avgPx']
+
+    print("开仓平均价", open_price)
+
+    # 止盈价
+    closing_price = float(open_price) * float((1 - 0.005))
+    closing_price = common.roundVal(closing_price, open_price)
+    print("止盈价", closing_price)
+
+    # 止损价
+    stop_loss_price = float(open_price) * float((1 + 0.01))
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    print("止损价", stop_loss_price)
+
+    property_val = float(data['info']['accFillSz'])
+    # 相同位数
+    print("可平仓资产", property_val)
+
+    # 止损价
+    # 止盈价
+    exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+    print('---------止损价 执行----------------------------------')
+
+    data = exchange.create_order(
+        'DOT/USDT', 'limit', 'buy', property_val, closing_price, exchange_params)
+    print(data)
+    print(type(data))
+
+
+def testK_sell_close():
+    # 平多
+    data = exchange.create_limit_buy_order(
+        'DOT/USDT', 1, 5, {"tdMode": "cross"})
+    print(data)
+    print(type(data))
+
+    # closed_orders = exchange.fetchClosedOrders('BTC/USDT', limit=2)
+    # print(closed_orders)
+
+    # closed_orders = exchange.fetchMyTrades('ETH/USDT', limit=2)
+    # print(closed_orders)
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    elif func == 'test':
+        testKdan()
+    elif func == 't_get_trade':
+        t_get_trade()
+    elif func == 't_buy_open':
+        btc_test()
+    elif func == 't_buy_close':
+        testK_buy_close()
+    elif func == 't_sell_open':
+        testK_sell_open()
+    elif func == 't_sell_cloe':
+        testK_sell_close()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/rsi_robot.py

@@ -0,0 +1,102 @@
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import pandas as pd
+import pandas_ta as ta
+from pprint import pprint
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/rsi_robot.py run
+
+
+pd.set_option('display.max_rows', None)
+
+exchange = common.initEx()
+
+# 查看隐形方法
+# print(dir(exchange))
+
+
+exchange.load_markets()
+
+entry_rsi = 30
+exit_rsi = 40
+
+
+symbol = 'XRP/USDT'
+timeframe = '15m'
+
+tf_mult = exchange.parse_timeframe(timeframe) * 1000
+
+
+def indicators(data):
+
+    data['rsi'] = data.ta.rsi(length=10)
+    data['ema'] = data.ta.ema(length=200)
+
+    # close_p = data['close'].values
+    # data['rsi'] = talib.RSI(close_p, timeperiod=10)
+    # data['ema'] = talib.EMA(close_p, timeperiod=200)
+    return data
+
+
+def check_buy_sell_signals(df):
+    last_row_index = len(df.index) - 1
+    lastest_rsi = round(df['rsi'].iloc[-1], 2)
+    lastest_price = round(df['close'].iloc[-1], 5)
+    lastest_ema = round(df['ema'].iloc[-1], 5)
+    lastest_ts = df['timestamp'].iloc[-1]
+
+    msg = "lastest_rsi:" + str(lastest_rsi) + " < entry_rsi:" + str(entry_rsi)
+    msg += ",lastest_price:" + \
+        str(lastest_price) + " > lastest_ema:" + str(lastest_ema)
+    print(msg)
+
+    long_cond = (lastest_rsi < entry_rsi) and (lastest_price > lastest_ema)
+    if long_cond:
+        print("买入")
+        order = exchange.create_market_buy_order(symbol, 1)
+
+    closed_orders = exchange.fetchClosedOrders(symbol, limit=2)
+    if len(closed_orders) > 0:
+        print("closed_orders:", closed_orders)
+        most_recent_closed_order = closed_orders[-1]
+        diff = lastest_ts - most_recent_closed_order['timestamp']
+        last_buy_signal_cnt = int(diff / tf_mult)
+
+        exit_cond = (lastest_rsi > exit_rsi) and (last_buy_signal_cnt > 10)
+        if exit_cond:
+            print("卖出")
+            order = exchange.create_market_sell_order(symbol, 1)
+        return
+
+
+def runBot():
+    bars = exchange.fetch_ohlcv(symbol, timeframe=timeframe, limit=200)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+
+    df = indicators(df).tail(30)
+
+    check_buy_sell_signals(df)
+
+
+def longRunBot():
+    while True:
+        runBot()
+        time.sleep(10)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'run':
+        longRunBot()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/strategy/vega_trade.py

@@ -0,0 +1,536 @@
+# cd /www/server/mdserver-web &&  source bin/activate
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/vega_trade.py run
+# python3 plugins/cryptocurrency_trade/ccxt/strategy/vega_trade.py long
+
+
+# 动量策略交易
+################
+
+
+import ccxt
+import talib
+
+import sys
+import os
+import time
+import json
+import pandas as pd
+# import pandas_ta as ta
+from pprint import pprint
+import numpy as np
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/strategy")
+import common
+
+sys.path.append(os.getcwd() + "/class/core")
+import mw
+
+exchange = common.initEx()
+exchange.load_markets()
+
+# 默认开仓数据
+# default_open_num = 70
+# default_sell_num = 0.003
+
+default_open = {
+    'BTC/USDT': 70,
+    'XRP/USDT': 70,
+}
+
+default_sell = {
+    'BTC/USDT': 0.003,
+    'XRP/USDT': 185,
+}
+
+
+# 做多开仓
+def onBuyOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+
+    common.writeLogEx('------做多----------------------------------', symbol)
+
+    default_open_num = default_open[symbol]
+    # 做多开仓 | 市价
+    data = exchange.createMarketBuyOrder(
+        symbol, default_open_num, {"tdMode": "cross"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 修正小数点位数
+    open_price = common.roundVal(open_price, stop_loss_price)
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+
+    # 做多-止损价大于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 - 0.003))
+
+    # property_val = float(order_data['info']['accFillSz']) + float(order_data['info']['fee'])
+
+    property_val = common.addition(order_data['info'][
+        'accFillSz'], order_data['info']['fee'])
+    property_val = float(property_val)
+    # 可平仓的数量
+    # property_val = common.roundValCeil(
+    #     property_val, order_data['info']['accFillSz'])
+
+    common.writeLogEx('可平仓资产:' + str(property_val), symbol)
+
+    # 止盈价
+    diff = float(open_price) - float(stop_loss_price)
+    closing_price = float(open_price) + (diff * 1.5)
+    # closing_price = float(open_price) * float((1 + profit))
+    # # 选择盈利多的
+    # if closing_price_c > closing_price:
+    #     closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价/止盈价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    # 止损条件单
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    # 止赢条件单
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'sell',
+                                            property_val, closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'sell', property_val, closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做多 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onBuyOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做多开仓
+    # profit 百分比
+    try:
+        return onBuyOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def onSellOrderTry(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+
+    # 信号只在一个周期内执行一次|start
+    lock_file = common.getServerDir() + '/signal.json'
+    if not os.path.exists(lock_file):
+        mw.writeFile(lock_file, '{}')
+
+    stype = symbol.replace('/', '_') + '_' + timeframe
+    trigger_time = common.toUnixTimeSecond(timeframe)
+    lock_data = json.loads(mw.readFile(lock_file))
+    if stype in lock_data:
+        diff_time = time.time() - lock_data[stype]['do_time']
+        if diff_time >= trigger_time:
+            lock_data[stype]['do_time'] = time.time()
+        else:
+            return False, 0, 0
+    else:
+        lock_data[stype] = {'do_time': time.time()}
+
+    mw.writeFile(lock_file, json.dumps(lock_data))
+    # 信号只在一个周期内执行一次|end
+    common.writeLogEx('------做空----------------------------------', symbol)
+
+    # 计算借币卖币多多少,以USDT为基准
+    # sell_num = float(default_open_num) / float(stop_loss_price)
+    # sell_num = round(sell_num, 8)
+    # sell_num = default_sell_num
+    sell_num = default_sell[symbol]
+
+    # 做空开仓 | 市价
+    data = exchange.createMarketSellOrder(
+        symbol, sell_num, {"tdMode": "cross", 'ccy': "USDT"})
+
+    common.writeLogEx('开仓数据:', symbol)
+    common.writeLogEx(json.dumps(data), symbol)
+
+    order_id = data['info']['ordId']
+    order_data = exchange.fetchOrder(order_id, symbol)
+
+    common.writeLogEx('订单数据:', symbol)
+    common.writeLogEx(json.dumps(order_data), symbol)
+
+    # 实际开场平均价
+    open_price = order_data['info']['avgPx']
+
+    # 修正
+    open_price = common.roundVal(open_price, stop_loss_price)
+
+    common.writeLogEx('实际开仓价:' + str(open_price), symbol)
+    common.writeLogEx('可平仓资产:' + str(sell_num), symbol)
+
+    # 做空-止损价小于开仓价,重设止损价
+    if float(stop_loss_price) <= float(open_price):
+        stop_loss_price = float(open_price) * float((1 + 0.003))
+
+    # 止盈价
+    diff = float(stop_loss_price) - float(open_price)
+    closing_price = float(open_price) - (diff * 1.5)
+    # closing_price = float(open_price) * float((1 - profit))
+    # 选择盈利多的
+    # if closing_price_c < closing_price:
+    # closing_price = closing_price_c
+
+    closing_price = common.roundVal(closing_price, open_price)
+    stop_loss_price = common.roundVal(stop_loss_price, open_price)
+
+    common.writeLogEx('止盈价:' + str(closing_price), symbol)
+    common.writeLogEx('止损价:' + str(stop_loss_price), symbol)
+
+    # 设置 - 止损价
+    sl_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'slOrdPx': "-1",
+        'slTriggerPx': stop_loss_price,
+    }
+
+    sl_amount = common.multiply(stop_loss_price, sell_num)
+    # 解决平仓时,未全部平仓
+    sl_amount = common.addition(sl_amount, 0.1)
+    common.writeLogEx('止损总价值:' + str(sl_amount), symbol)
+    common.writeLogEx('止损参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        sl_amount), stop_loss_price, sl_exchange_params]), symbol)
+    sl_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', float(sl_amount), stop_loss_price, sl_exchange_params)
+
+    common.writeLogEx('止损价数据:', symbol)
+    common.writeLogEx(json.dumps(sl_cond_data), symbol)
+
+    tp_exchange_params = {
+        'ccy': "USDT",
+        'reduceOnly': True,
+        'tdMode': "cross",
+        'tpOrdPx': "-1",
+        'tpTriggerPx': closing_price,
+    }
+
+    # 设置 -止盈价
+    # tp_amount = closing_price * sell_num
+    tp_amount = common.multiply(closing_price, sell_num)
+    # 解决平仓时,未全部平仓
+    tp_amount = common.addition(tp_amount, 0.1)
+    common.writeLogEx('止盈总价值:' + str(tp_amount), symbol)
+    common.writeLogEx('止盈参数:' + json.dumps([symbol, 'limit', 'buy', float(
+        tp_amount), closing_price, tp_exchange_params]), symbol)
+    tp_cond_data = exchange.create_order(
+        symbol, 'limit', 'buy', float(tp_amount), closing_price, tp_exchange_params)
+
+    common.writeLogEx('止盈价数据:', symbol)
+    common.writeLogEx(json.dumps(tp_cond_data), symbol)
+
+    common.writeLogEx('------做空 end----------------------------------', symbol)
+    return True, open_price, closing_price
+
+
+def onSellOrder(symbol, stop_loss_price, profit=0.005, timeframe='15m'):
+    # 做空开仓
+    # profit 百分比
+    try:
+        return onSellOrderTry(symbol, stop_loss_price, profit, timeframe)
+    except Exception as e:
+        common.writeLogErrorEx(mw.getTracebackInfo(), symbol)
+        return False, 0, 0
+
+
+def getOnlineData(symbol,  input_tf="15m", limit=500):
+    bars = exchange.fetch_ohlcv(symbol, timeframe=input_tf, limit=500)
+    df = pd.DataFrame(bars[:], columns=['timestamp',
+                                        'open', 'high', 'low', 'close', 'volume'])
+    df['dt'] = pd.to_datetime(df['timestamp'], unit='ms')
+    df.set_index('dt', inplace=True)
+    df.index = df.index.tz_localize('UTC').tz_convert('Asia/Shanghai')
+    return df
+
+
+def isKdj(last, last_pre):
+    # 判断是否是金叉
+    if (float(last_pre['macd']) < 0) and (float(last['macd']) > 0):
+        return True
+    return False
+
+
+def isDeadFork(last, last_pre):
+    # 判断是否是死叉
+    if (float(last_pre['macd']) > 0) and (float(last['macd']) < 0):
+        return True
+    return False
+
+
+def getTarget(df):
+    close = df['close'].values
+
+    # vega
+    df['ema144'] = talib.EMA(np.array(close), timeperiod=144)
+    df['ema169'] = talib.EMA(np.array(close), timeperiod=169)
+
+    df['ema288'] = talib.EMA(np.array(close), timeperiod=288)
+    df['ema388'] = talib.EMA(np.array(close), timeperiod=388)
+
+    df['rsi'] = talib.RSI(close, timeperiod=14)
+    return df
+
+
+# 多头信号
+def isBuyCrondSignal(last):
+    if last['ema'] > last['ma'] and (last['rsi'] > 50 and last['rsi'] < 70) and last['low'] >= last['ma'] and last['close'] > last['open']:
+        return True
+    return False
+
+
+def isBuyFristSignal(data):
+    data = data.sort_values(by=['timestamp'], ascending=False)
+    # print(data)
+    data_len = len(data)
+    signal_num = 0
+
+    first_data = data.iloc[1]
+    # print(1, first_data['close'], first_data['ema'])
+    is_buy_signal = isBuyCrondSignal(first_data)
+
+    for x in range(2, data_len):
+        tmp = data.iloc[x]
+        # print(data.iloc[x])
+        # print(x, tmp['close'], tmp['ema'])
+        if isBuyCrondSignal(tmp):
+            signal_num = + 1
+
+        # print('signal_num:', signal_num)
+
+        if (tmp['ema'] < tmp['ma']):
+            break
+
+        if str(tmp['ema']) == 'nan':
+            break
+
+    print("is_buy_signal:", is_buy_signal, 'signal_num:', signal_num)
+    if is_buy_signal and signal_num == 0:
+        return True
+
+    return False
+
+
+# 空头信号
+def isSellCrondSignal(last):
+    if last['ema'] < last['ma'] and (last['rsi'] > 30 and last['rsi'] < 50) and last['high'] <= last['ema'] and last['close'] < last['open']:
+        return True
+    return False
+
+
+def isSellFristSignal(data):
+    data = data.sort_values(by=['timestamp'], ascending=False)
+    # print(data)
+    data_len = len(data)
+    signal_num = 0
+
+    first_data = data.iloc[1]
+    # print(1, first_data['close'], first_data['ema'])
+    is_sell_signal = isSellCrondSignal(first_data)
+
+    for x in range(2, data_len):
+        tmp = data.iloc[x]
+        # print(data.iloc[x])
+        # print(x, tmp['close'], tmp['ema'])
+        if isSellCrondSignal(tmp):
+            signal_num = + 1
+
+        # print('signal_num:', signal_num)
+
+        if (tmp['ema'] < tmp['ma']):
+            break
+
+        if str(tmp['ema']) == 'nan':
+            break
+
+    print("is_sell_signal:", is_sell_signal, 'signal_num:', signal_num)
+    if is_sell_signal and signal_num == 0:
+        return True
+
+    return False
+
+
+def isDownTrendCover(data, tag, timeframe):
+    # print(tag, timeframe, "开始检测是否下跌趋势")
+    # 下跌趋势回调
+    key_data = data.tail(2)
+    last_pre = key_data.iloc[0]
+    last = key_data.iloc[1]
+
+    pdata = data.tail(11)
+
+    for x in range(10):
+        t = pdata.iloc[x]
+        if t['low'] > t['ema388']:
+            print(tag, timeframe, "上升震荡行情过滤")
+            # print(t)
+            return False
+
+    if last['ema144'] > last['ema388']:
+        return False
+
+    print(tag, timeframe, "检查是下跌趋势!")
+    # 检查是否是下跌趋势
+    if last['high'] > last['ema388']:
+        return True
+
+    return False
+
+
+def isUpTrendAndCover(data, tag, timeframe):
+    # print(tag, timeframe, "开始检测是否上升趋势")
+    # 上升趋势回调
+    key_data = data.tail(2)
+    # print(key_data)
+    last_pre = key_data.iloc[0]
+    last = key_data.iloc[1]
+
+    pdata = data.tail(11)
+
+    for x in range(10):
+        t = pdata.iloc[x]
+        if t['low'] < t['ema144']:
+            print(tag, timeframe, "上升震荡行情过滤")
+            return False
+
+    if last['ema144'] < last['ema388']:
+        return False
+
+    print(tag, timeframe, "检查是上升趋势")
+
+    # 检查是否是上升趋势
+    if last['low'] < last['ema144']:
+        return True
+    return False
+
+
+def vegaTrade(data, tag, timeframe):
+    data = getTarget(data)
+    # print(data)
+
+    key_data = data.tail(2)
+    # print(key_data)
+    # last_pre = key_data.iloc[0]
+    last = key_data.iloc[1]
+    # print(last)
+
+    obj = common.MsgTpl()
+    symbol = tag.upper() + '/USDT'
+    obj.setName(symbol)
+    obj.setStrategyName("VEGA交易策略|仅具有指导作用")
+    obj.setTimeFrame(timeframe)
+    obj.setOpenTime(last['addtime'])
+
+    if isUpTrendAndCover(data, tag, timeframe):
+        obj.setStrategicDt('buy')
+        obj.setContent("VEGA上升趋势!回调做多~建议!")
+
+        msg = obj.toText()
+        common.notifyMsg(msg, timeframe, tag)
+        common.writeLog(msg)
+
+    if isDownTrendCover(data, tag, timeframe):
+        obj.setStrategicDt('sell')
+        obj.setContent("Vega下跌趋势!回调做空~建议!")
+        msg = obj.toText()
+        common.notifyMsg(msg, timeframe, tag)
+        common.writeLog(msg)
+
+
+def mainProcess(tag, timeframe='5m'):
+    symbol = tag.upper() + '/USDT'
+    data = common.getDataFromDb_DF(timeframe, tag.lower())
+    vegaTrade(data, tag, timeframe)
+    return True
+
+
+def foreachList():
+    tag_list = ['btc', 'xrp', 'eth', 'ltc', 'okb']
+    for tag in tag_list:
+        trame_list = ['5m', '15m', '1h', '4h']
+        for tf in trame_list:
+            mainProcess(tag, tf)
+            # time.sleep(1)
+
+
+def longRun():
+    while True:
+        try:
+            foreachList()
+            time.sleep(1)
+        except Exception as e:
+            print(mw.getTracebackInfo())
+            time.sleep(3)
+
+
+def debug():
+    while True:
+        mainProcess('btc', '5m')
+        time.sleep(1)
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'long':
+        longRun()
+    elif func == 'run':
+        debug()
+    else:
+        print('error')

plugins/cryptocurrency_trade/ccxt/test/p1.py

@@ -0,0 +1,128 @@
+'''
+pip install git+https://github.com/catalyst-team/catalyst@master --upgrade
+
+
+cd /www/server/mdserver-web && python3 plugins/cryptocurrency_trade/ccxt/test/p1.py
+
+
+cd /Users/midoks/Desktop/mwdev/server/mdserver-web &&  source bin/activate
+
+python3 plugins/cryptocurrency_trade/ccxt/test/p1.py
+'''
+
+from datetime import datetime
+import akshare as ak
+import pandas as pd
+import backtrader as bt
+
+
+class BollStrategy(bt.Strategy):  # BOLL策略程序
+    params = (("nk", 13),  # 求均值的天数
+              ('printlog', False),)  # 打印log
+
+    def __init__(self):  # 初始化
+        self.data_close = self.datas[0].close  # 指定价格序列
+        # 初始化交易指令、买卖价格和手续费
+        self.order = None
+        self.buy_price = None
+        self.buy_comm = None
+        # Boll指标计算
+        self.top = bt.indicators.BollingerBands(
+            self.datas[0], period=self.params.nk).top
+        self.bot = bt.indicators.BollingerBands(
+            self.datas[0], period=self.params.nk).bot
+        # 添加移动均线指标
+        self.sma = bt.indicators.SimpleMovingAverage(
+            self.datas[0], period=self.params.nk)
+
+    def next(self):  # 买卖策略
+        if self.order:  # 检查是否有指令等待执行
+            return
+        # 检查是否持仓
+        """
+        if not self.position:  # 没有持仓
+            if self.data_close[0] > self.sma[0]:  # 执行买入条件判断：收盘价格上涨突破20日均线
+                self.order = self.buy(size=100)  # 执行买入
+        else:
+            if self.data_close[0] < self.sma[0]:  # 执行卖出条件判断：收盘价格跌破20日均线
+                self.order = self.sell(size=100)  # 执行卖出
+        """
+        if not self.position:  # 没有持仓
+            if self.data_close[0] < self.bot[0]:  # 收盘价格跌破下轨
+                self.log("BUY CREATE, %.2f" % self.data_close[0])
+                self.order = self.buy()  # 执行买入
+        else:
+            if self.data_close[0] > self.top[0]:  # 收盘价格上涨突破上轨
+                self.log("SELL CREATE, %.2f" % self.data_close[0])
+                self.order = self.sell()  # 执行卖出
+
+    def log(self, txt, dt=None, do_print=False):  # 日志函数
+        if self.params.printlog or do_print:
+            dt = dt or self.datas[0].datetime.date(0)
+            print('%s, %s' % (dt.isoformat(), txt))
+
+    def notify_order(self, order):  # 记录交易执行情况
+        # 如果order为submitted/accepted,返回空
+        if order.status in [order.Submitted, order.Accepted]:
+            return
+        # 指令为buy/sell,报告价格结果
+        if order.status in [order.Completed]:
+            if order.isbuy():
+                self.log(
+                    f"买入:\n价格:{order.executed.price},\
+                成本:{order.executed.value},\
+                手续费:{order.executed.comm}"
+                )
+                self.buyprice = order.executed.price
+                self.buycomm = order.executed.comm
+            else:
+                self.log(
+                    f"卖出:\n价格：{order.executed.price},\
+                成本: {order.executed.value},\
+                手续费{order.executed.comm}"
+                )
+            self.bar_executed = len(self)
+
+        elif order.status in [order.Canceled, order.Margin, order.Rejected]:
+            self.log("交易失败")  # 指令取消/交易失败, 报告结果
+        self.order = None
+
+    def notify_trade(self, trade):  # 记录交易收益情况
+        if not trade.isclosed:
+            return
+        self.log(f"策略收益：\n毛收益 {trade.pnl:.2f}, 净收益 {trade.pnlcomm:.2f}")
+
+    def stop(self):  # 回测结束后输出结果
+        self.log("(BOLL线： %2d日) 期末总资金 %.2f" %
+                 (self.params.nk, self.broker.getvalue()), do_print=True)
+
+code = "600036"  # 股票代码
+start_cash = 1000000  # 初始自己为1000000
+stake = 100  # 单次交易数量为1手
+commfee = 0.0005  # 佣金为万5
+sdate = '20210101'  # 回测时间段
+edate = '20220930'
+cerebro = bt.Cerebro()  # 创建回测系统实例
+# 利用AKShare获取股票的前复权数据的前6列
+df_qfq = ak.stock_zh_a_hist(
+    symbol=code, adjust="qfq", start_date=sdate, end_date=edate).iloc[:, :6]
+# 处理字段命名，以符合Backtrader的要求
+df_qfq.columns = ['date', 'open', 'close', 'high', 'low', 'volume', ]
+# 把date作为日期索引，以符合Backtrader的要求
+df_qfq.index = pd.to_datetime(df_qfq['date'])
+start_date = datetime.strptime(sdate, "%Y%m%d")  # 转换日期格式
+end_date = datetime.strptime(edate, "%Y%m%d")
+# start_date=datetime(2022,1,4)
+# end_date=datetime(2022,9,16)
+data = bt.feeds.PandasData(
+    dataname=df_qfq, fromdate=start_date, todate=end_date)  # 规范化数据格式
+cerebro.adddata(data)  # 加载数据
+cerebro.addstrategy(BollStrategy, nk=13, printlog=True)  # 加载交易策略
+cerebro.broker.setcash(start_cash)  # broker设置资金
+cerebro.broker.setcommission(commission=commfee)  # broker手续费
+cerebro.addsizer(bt.sizers.FixedSize, stake=stake)  # 设置买入数量
+print("期初总资金: %.2f" % start_cash)
+cerebro.run()  # 运行回测
+end_value = cerebro.broker.getvalue()  # 获取回测结束后的总资金
+print("期末总资金: %.2f" % end_value)
+cerebro.plot()

plugins/cryptocurrency_trade/ccxt/test/p2.py

@@ -0,0 +1,154 @@
+'''
+pip install git+https://github.com/catalyst-team/catalyst@master --upgrade
+
+
+cd /www/server/mdserver-web && python3 plugins/cryptocurrency_trade/ccxt/test/p1.py
+
+
+cd /Users/midoks/Desktop/mwdev/server/mdserver-web &&  source bin/activate
+
+python3 plugins/cryptocurrency_trade/ccxt/test/p1.py
+'''
+
+from datetime import datetime
+import akshare as ak
+import pandas as pd
+import backtrader as bt
+
+
+import sys
+import os
+
+sys.path.append(os.getcwd() + "/plugins/cryptocurrency_trade/ccxt/strategy")
+import common
+
+
+class BollStrategy(bt.Strategy):  # BOLL策略程序
+    params = (("nk", 13),  # 求均值的天数
+              ('printlog', False),)  # 打印log
+
+    def __init__(self):  # 初始化
+        self.data_close = self.datas[0].close  # 指定价格序列
+        # 初始化交易指令、买卖价格和手续费
+        self.order = None
+        self.buy_price = None
+        self.buy_comm = None
+        # Boll指标计算
+        self.top = bt.indicators.BollingerBands(
+            self.datas[0], period=self.params.nk).top
+        self.bot = bt.indicators.BollingerBands(
+            self.datas[0], period=self.params.nk).bot
+        # 添加移动均线指标
+        self.sma = bt.indicators.SimpleMovingAverage(
+            self.datas[0], period=self.params.nk)
+
+    def next(self):  # 买卖策略
+        if self.order:  # 检查是否有指令等待执行
+            return
+        # 检查是否持仓
+        """
+        if not self.position:  # 没有持仓
+            if self.data_close[0] > self.sma[0]:  # 执行买入条件判断：收盘价格上涨突破20日均线
+                self.order = self.buy(size=100)  # 执行买入
+        else:
+            if self.data_close[0] < self.sma[0]:  # 执行卖出条件判断：收盘价格跌破20日均线
+                self.order = self.sell(size=100)  # 执行卖出
+        """
+        if not self.position:  # 没有持仓
+            if self.data_close[0] < self.bot[0]:  # 收盘价格跌破下轨
+                self.log("BUY CREATE, %.2f" % self.data_close[0])
+                self.order = self.buy()  # 执行买入
+        else:
+            if self.data_close[0] > self.top[0]:  # 收盘价格上涨突破上轨
+                self.log("SELL CREATE, %.2f" % self.data_close[0])
+                self.order = self.sell()  # 执行卖出
+
+    def log(self, txt, dt=None, do_print=False):  # 日志函数
+        if self.params.printlog or do_print:
+            dt = dt or self.datas[0].datetime.date(0)
+            print('%s, %s' % (dt.isoformat(), txt))
+
+    def notify_order(self, order):  # 记录交易执行情况
+        # 如果order为submitted/accepted,返回空
+        if order.status in [order.Submitted, order.Accepted]:
+            return
+        # 指令为buy/sell,报告价格结果
+        if order.status in [order.Completed]:
+            if order.isbuy():
+                self.log(
+                    f"买入:\n价格:{order.executed.price},\
+                成本:{order.executed.value},\
+                手续费:{order.executed.comm}"
+                )
+                self.buyprice = order.executed.price
+                self.buycomm = order.executed.comm
+            else:
+                self.log(
+                    f"卖出:\n价格：{order.executed.price},\
+                成本: {order.executed.value},\
+                手续费{order.executed.comm}"
+                )
+            self.bar_executed = len(self)
+
+        elif order.status in [order.Canceled, order.Margin, order.Rejected]:
+            self.log("交易失败")  # 指令取消/交易失败, 报告结果
+        self.order = None
+
+    def notify_trade(self, trade):  # 记录交易收益情况
+        if not trade.isclosed:
+            return
+        self.log(f"策略收益：\n毛收益 {trade.pnl:.2f}, 净收益 {trade.pnlcomm:.2f}")
+
+    def stop(self):  # 回测结束后输出结果
+        self.log("(BOLL线： %2d日) 期末总资金 %.2f" %
+                 (self.params.nk, self.broker.getvalue()), do_print=True)
+
+code = "600036"  # 股票代码
+start_cash = 1000000  # 初始自己为1000000
+stake = 100  # 单次交易数量为1手
+commfee = 0.0005  # 佣金为万5
+sdate = '20210101'  # 回测时间段
+edate = '20220930'
+cerebro = bt.Cerebro()  # 创建回测系统实例
+# 利用AKShare获取股票的前复权数据的前6列
+# df_qfq = ak.stock_zh_a_hist(
+#     symbol=code, adjust="qfq", start_date=sdate, end_date=edate).iloc[:, :6]
+#              日期     开盘     收盘     最高     最低      成交量
+# 0    2021-01-04  40.46  40.40  41.01  39.25  1549523
+# 1    2021-01-05  39.99  39.41  40.03  38.67  1387177
+# 2    2021-01-06  39.33  41.38  41.43  39.23  1200646
+# 3    2021-01-07  41.52  43.13  43.20  41.49  1078322
+# 4    2021-01-08  43.52  43.83  44.25  43.04  1299595
+# ..          ...    ...    ...    ...    ...      ...
+# 420  2022-09-26  34.02  33.95  34.52  33.84   525491
+# 421  2022-09-27  33.89  33.90  34.05  33.44   475414
+# 422  2022-09-28  33.79  33.67  34.00  33.42   487299
+# 423  2022-09-29  33.99  33.15  34.32  33.00   617859
+# 424  2022-09-30  33.26  33.65  33.95  33.12   539717
+
+tag = 'btc'
+symbol = tag.upper() + '/USDT'
+df_qfq = common.getDataFromDb_DF('15m', tag.lower())
+print(df_qfq)
+
+# # 处理字段命名，以符合Backtrader的要求
+# df_qfq.columns = ['date', 'open', 'close', 'high', 'low', 'volume', ]
+# # 把date作为日期索引，以符合Backtrader的要求
+# df_qfq.index = pd.to_datetime(df_qfq['date'])
+# start_date = datetime.strptime(sdate, "%Y%m%d")  # 转换日期格式
+# end_date = datetime.strptime(edate, "%Y%m%d")
+start_date = datetime(2023, 4, 6)
+end_date = datetime(2023, 4, 9)
+data = bt.feeds.PandasData(dataname=df_qfq, fromdate=start_date,
+                           todate=end_date)  # 规范化数据格式
+
+cerebro.adddata(data)  # 加载数据
+cerebro.addstrategy(BollStrategy, nk=13, printlog=True)  # 加载交易策略
+cerebro.broker.setcash(start_cash)  # broker设置资金
+cerebro.broker.setcommission(commission=commfee)  # broker手续费
+cerebro.addsizer(bt.sizers.FixedSize, stake=stake)  # 设置买入数量
+print("期初总资金: %.2f" % start_cash)
+cerebro.run()  # 运行回测
+end_value = cerebro.broker.getvalue()  # 获取回测结束后的总资金
+print("期末总资金: %.2f" % end_value)
+# cerebro.plot(style='candle')

plugins/cryptocurrency_trade/ccxt/test/p_test.py

@@ -0,0 +1,61 @@
+# coding:utf-8
+
+import pandas as pd
+
+import matplotlib.pyplot as plt
+
+
+from catalyst import run_algorithm
+from catalyst.api import order, record, symbol
+
+'''
+cd /Users/midoks/Desktop/mwdev/server/mdserver-web &&  source bin/activate
+
+
+cd /www/server/mdserver-web &&  source bin/activate && source activate catalys
+
+cd /Users/midoks/Desktop/mwdev/server/mdserver-web && python3 plugins/cryptocurrency_trade/ccxt/test/p_test.py
+catalyst ingest-exchange -x binance -i btc_usdt -f minute
+
+cd /www/server/mdserver-web && python3 plugins/cryptocurrency_trade/ccxt/test/p_test.py
+'''
+
+
+def initialize(context):
+    # 初始化
+    context.asset = symbol('btc_usdt')
+
+
+def handle_data(context, data):
+    # 循环策略
+    order(context.asset, 1)
+    record(btc=data.current(context.asset, 'price'))
+
+
+def analyze(context, perf):
+
+    print(perf.portfolio_value)
+
+    ax1 = plt.subplot(211)
+    perf.portfolio_value.plot(ax=ax1)
+
+    ax1.set_ylabel('portfolio value')
+
+    ax2 = plt.subplot(212, sharex=ax1)
+    perf.btc.plot(ax=ax2)
+    ax2.set_ylabel('bitcoin value')
+    plt.show()
+
+
+if __name__ == "__main__":
+    run_algorithm(
+        capital_base=10000,
+        data_frequency='daily',
+        initialize=initialize,
+        handle_data=handle_data,
+        analyze=analyze,
+        exchange_name='binance',
+        quote_currenty='usdt',
+        start=pd.to_datetime("2018-01-01", utc=True),
+        end=pd.to_datetime("2018-10-01", utc=True),
+    )

plugins/cryptocurrency_trade/conf/create.sql

@@ -0,0 +1,9 @@
+CREATE TABLE IF NOT EXISTS `ct_xx1_xx2` (
+  `addtime` BIGINT(20) not NULL,
+  `open` float NOT NULL,
+  `high` float NOT NULL,
+  `low` float NOT NULL,
+  `close` float NOT NULL,
+  `vol` float NOT NULL,
+  UNIQUE KEY `addtime` (`addtime`)
+);

plugins/cryptocurrency_trade/conf/order.sql

@@ -0,0 +1,11 @@
+CREATE TABLE IF NOT EXISTS `ct_order_list` (
+  `id` BIGINT(20) not NULL,
+  'strategy_name' varchar(50) NULL,
+  `symbol` varchar(50) NOT NULL,
+  `fee` float NOT NULL,
+  `price` float NOT NULL,
+  `closing_price` float NOT NULL comment '',
+  `profit` float NOT NULL,
+  `source` TEXT,
+  `addtime` BIGINT(20) not NULL
+);

plugins/cryptocurrency_trade/conf/sup_strategy.tpl

@@ -0,0 +1,14 @@
+[program:{$NAME}]
+command=bash -c "cd {$RUN_ROOT} && source bin/activate && python3 {$ABS_FILE} long"
+directory={$RUN_ROOT}
+autorestart=true
+startsecs=3
+startretries=3
+stdout_logfile={$SUP_ROOT}/log/{$NAME}.out.log
+stderr_logfile={$SUP_ROOT}/log/{$NAME}.err.log
+stdout_logfile_maxbytes=2MB
+stderr_logfile_maxbytes=2MB
+user=root
+priority=999
+numprocs=1
+process_name=%(program_name)s

plugins/cryptocurrency_trade/conf/sup_task.tpl

@@ -0,0 +1,14 @@
+[program:{$NAME}]
+command=bash -c "cd {$RUN_ROOT} && source bin/activate && python3 plugins/cryptocurrency_trade/ccxt/public_data/data.py long"
+directory={$RUN_ROOT}
+autorestart=true
+startsecs=3
+startretries=3
+stdout_logfile={$SUP_ROOT}/log/{$NAME}.out.log
+stderr_logfile={$SUP_ROOT}/log/{$NAME}.err.log
+stdout_logfile_maxbytes=2MB
+stderr_logfile_maxbytes=2MB
+user=root
+priority=999
+numprocs=1
+process_name=%(program_name)s

plugins/cryptocurrency_trade/cryptocurrency_trade.py

@@ -0,0 +1,350 @@
+# coding:utf-8
+
+import sys
+import io
+import os
+import time
+import re
+import string
+import subprocess
+import json
+
+web_dir = os.getcwd() + "/web"
+if os.path.exists(web_dir):
+    sys.path.append(web_dir)
+    os.chdir(web_dir)
+
+import core.mw as mw
+
+app_debug = False
+if mw.isAppleSystem():
+    app_debug = True
+
+
+def getPluginName():
+    return 'cryptocurrency_trade'
+
+
+def getPluginDir():
+    return mw.getPluginDir() + '/' + getPluginName()
+
+
+def getServerDir():
+    return mw.getServerDir() + '/' + getPluginName()
+
+
+def contentReplace(content):
+    service_path = mw.getServerDir()
+    content = content.replace('{$ROOT_PATH}', mw.getFatherDir())
+    content = content.replace('{$SERVER_PATH}', service_path)
+    content = content.replace(
+        '{$SERVER_APP}', service_path + '/' + getPluginName())
+    return content
+
+
+def getArgs():
+    args = sys.argv[2:]
+    tmp = {}
+    args_len = len(args)
+    if args_len == 1:
+        t = args[0].strip('{').strip('}')
+        if t.strip() == '':
+            tmp = []
+        else:
+            t = t.split(':', 1)
+            tmp[t[0]] = t[1]
+        tmp[t[0]] = t[1]
+    elif args_len > 1:
+
+        for i in range(len(args)):
+            t = args[i].split(':', 1)
+            tmp[t[0]] = t[1]
+    return tmp
+
+
+def checkArgs(data, ck=[]):
+    for i in range(len(ck)):
+        if not ck[i] in data:
+            return (False, mw.returnJson(False, '参数:(' + ck[i] + ')没有!'))
+    return (True, mw.returnJson(True, 'ok'))
+
+
+def isSqlError(mysqlMsg):
+    # 检测数据库执行错误
+    mysqlMsg = str(mysqlMsg)
+    if "MySQLdb" in mysqlMsg:
+        return mw.returnJson(False, 'MySQLdb组件缺失! <br>进入SSH命令行输入: pip install mysql-python | pip install mysqlclient==2.0.3')
+    if "2002," in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "2003," in mysqlMsg:
+        return mw.returnJson(False, "Can't connect to MySQL server on '127.0.0.1' (61)")
+    if "using password:" in mysqlMsg:
+        return mw.returnJson(False, '数据库密码错误')
+    if "1045" in mysqlMsg:
+        return mw.returnJson(False, '连接错误!')
+    if "SQL syntax" in mysqlMsg:
+        return mw.returnJson(False, 'SQL语法错误!')
+    if "Connection refused" in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "1133," in mysqlMsg:
+        return mw.returnJson(False, '数据库用户不存在!')
+    if "1007," in mysqlMsg:
+        return mw.returnJson(False, '数据库已经存在!')
+    return None
+
+
+def getConfigData():
+    cfg_path = getServerDir() + "/data.cfg"
+    if not os.path.exists(cfg_path):
+        mw.writeFile(cfg_path, '{}')
+    t = mw.readFile(cfg_path)
+    return json.loads(t)
+
+
+def writeConf(data):
+    cfg_path = getServerDir() + "/data.cfg"
+    mw.writeFile(cfg_path, json.dumps(data))
+    return True
+
+
+def getDbConf():
+    data = getConfigData()
+    if 'db' in data:
+        return mw.returnJson(True, 'ok', data['db'])
+    return mw.returnJson(False, 'ok', {})
+
+
+def getUserConf():
+    data = getConfigData()
+    if 'user' in data:
+        return mw.returnJson(True, 'ok', data['user'])
+    return mw.returnJson(False, 'ok', {})
+
+
+def restartSup():
+    cmd = 'python3 plugins/supervisor/index.py restart'
+    mw.execShell(cmd)
+
+
+def restartSupDst(name):
+    cmd = 'python3 plugins/supervisor/index.py restart_job  {"name":"' + \
+        name + '","status":"stop"}'
+    mw.execShell(cmd)
+
+
+def syncDataAddTaskUninstall():
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnJson(False, '需要安装并启动supervisor插件')
+
+    name = "ct_task"
+    sup_task_dst = sup_path + '/conf.d/' + name + '.ini'
+    if os.path.exists(sup_task_dst):
+        mw.execShell('rm -rf ' + sup_task_dst)
+
+    restartSup()
+    return mw.returnJson(True, '删除同步数据任务成功!')
+
+
+def syncDataAddTaskInstall():
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnJson(False, '需要安装并启动supervisor插件')
+
+    name = "ct_task"
+    sup_task_tpl = getPluginDir() + '/conf/sup_task.tpl'
+    sup_task_dst = sup_path + '/conf.d/' + name + '.ini'
+    content = mw.readFile(sup_task_tpl)
+    content = content.replace(
+        '{$RUN_ROOT}', mw.getServerDir() + '/mdserver-web')
+    content = content.replace(
+        '{$SUP_ROOT}', sup_path)
+    content = content.replace(
+        '{$NAME}', name)
+
+    mw.writeFile(sup_task_dst, content)
+    restartSup()
+    return mw.returnJson(True, '添加同步数据任务成功!')
+
+
+def syncDataAddTask():
+    args = getArgs()
+    data_args = checkArgs(args, ['check'])
+    if not data_args[0]:
+        return data_args[1]
+
+    if args['check'] == "0":
+        return syncDataAddTaskUninstall()
+    return syncDataAddTaskInstall()
+
+
+def syncDataDelete():
+    args = getArgs()
+    data_args = checkArgs(args, ['token'])
+    if not data_args[0]:
+        return data_args[1]
+
+    del_token = args['token']
+    data = getConfigData()
+
+    if 'token' in data:
+        data['token'].remove(del_token)
+    writeConf(data)
+
+    return mw.returnJson(True, '删除成功!')
+
+
+# callback ---------------------------------- start
+def get_datasource_logs(args):
+    log_file = getServerDir() + '/logs/datasource.log'
+    if not os.path.exists(log_file):
+        return '暂无日志'
+    data = mw.getLastLine(log_file, 10)
+    return data
+
+
+def get_strategy_logs(args):
+    log_file = getServerDir() + '/logs/strategy.log'
+    if not os.path.exists(log_file):
+        return '暂无日志'
+    data = mw.getLastLine(log_file, 10)
+    return data
+
+
+def save_body(args):
+
+    path = args['path']
+    encoding = args['encoding']
+    data = args['data']
+
+    tag = args['tag']
+
+    if not os.path.exists(path):
+        return mw.returnData(False, '文件不存在')
+    try:
+        if encoding == 'ascii':
+            encoding = 'utf-8'
+
+        data = data.encode(
+            encoding, errors='ignore').decode(encoding)
+
+        fp = open(path, 'w+', encoding=encoding)
+        fp.write(data)
+        fp.close()
+
+        set_strategy_restart({'id': tag})
+        return mw.returnData(True, '文件保存成功')
+    except Exception as ex:
+        return mw.returnData(False, '文件保存错误:' + str(ex))
+
+
+def get_strategy_path(args):
+    abs_id = args['id']
+    name = "ct_strategy_" + abs_id
+
+    abs_file = get_strategy_absfile(abs_id)
+    return mw.returnData(True, abs_file)
+
+
+def set_strategy_restart(args):
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnData(False, '需要安装并启动supervisor插件')
+
+    abs_id = args['id']
+    name = "ct_strategy_" + abs_id
+
+    sup_strategy_dst = sup_path + '/conf.d/' + name + '.ini'
+
+    if not os.path.exists(sup_strategy_dst):
+        return mw.returnData(False, '策略任务' + abs_id + '未添加!')
+
+    restartSupDst(name)
+    return mw.returnData(True, '重启策略任务' + abs_id + '成功!')
+
+
+def set_strategy_status(args):
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnData(False, '需要安装并启动supervisor插件')
+
+    abs_id = args['id']
+    name = "ct_strategy_" + abs_id
+    sup_strategy_dst = sup_path + '/conf.d/' + name + '.ini'
+
+    if args['status'] == 'stop':
+        if os.path.exists(sup_strategy_dst):
+            os.remove(sup_strategy_dst)
+        restartSup()
+        return mw.returnData(True, '删除策略任务' + abs_id + '成功!')
+
+    abs_file = get_strategy_absfile(abs_id)
+    sup_strategy_tpl = getPluginDir() + '/conf/sup_strategy.tpl'
+
+    content = mw.readFile(sup_strategy_tpl)
+    content = content.replace(
+        '{$RUN_ROOT}', mw.getServerDir() + '/mdserver-web')
+    content = content.replace(
+        '{$SUP_ROOT}', sup_path)
+    content = content.replace(
+        '{$NAME}', name)
+    content = content.replace(
+        '{$ABS_FILE}', abs_file)
+
+    mw.writeFile(sup_strategy_dst, content)
+    restartSup()
+    return mw.returnData(True, '添加策略任务' + abs_id + '成功!')
+
+
+def get_strategy_absfile(abs_id):
+    info = getPluginDir() + '/ccxt/strategy/info.json'
+    info = json.loads(mw.readFile(info))
+
+    path = getPluginDir() + '/ccxt/strategy'
+    for x in range(len(info)):
+        if info[x]['id'] == abs_id:
+            return path + '/' + info[x]['file']
+
+    return path + '/abs.py'
+
+
+def get_strategy_list(args):
+    info = getPluginDir() + '/ccxt/strategy/info.json'
+    info = json.loads(mw.readFile(info))
+
+    st_path = mw.getServerDir() + '/supervisor/conf.d'
+
+    page = 1
+    page_size = 5
+    search = ''
+    data = {}
+    if 'page' in args:
+        page = int(args['page'])
+
+    if 'page_size' in args:
+        page_size = int(args['page_size'])
+
+    dlist_sum = len(info)
+
+    page_start = int((page - 1) * page_size)
+    page_end = page_start + page_size
+
+    if page_end >= dlist_sum:
+        ret_data = info[page_start:]
+    else:
+        ret_data = info[page_start:page_end]
+
+    for x in range(len(ret_data)):
+        strategy_dst = st_path + '/ct_strategy_' + ret_data[x]['id'] + '.ini'
+        if os.path.exists(strategy_dst):
+            ret_data[x]['status'] = 'start'
+        else:
+            ret_data[x]['status'] = 'stop'
+
+    data['data'] = ret_data
+    data['args'] = args
+    data['list'] = mw.getPage(
+        {'count': dlist_sum, 'p': page, 'row': page_size, 'tojs': 'getStrategyList'})
+
+    return data
+# callback ---------------------------------- end

plugins/cryptocurrency_trade/index.html

@@ -0,0 +1,26 @@
+<style type="text/css">
+.conf_p span{width: 100px;}
+.code{padding: 20px 5px;border: 1px solid #e1e1e1;background: #fcfcfc;border-radius: 4px;line-height: 24px;}
+.code span {display: block;margin-left: 15px;margin-bottom: 0;}
+</style>
+<div class="bt-form">
+	<div class="bt-w-main">
+		<div class="bt-w-menu">
+			<p class="bgw" onclick="pluginService('cryptocurrency_trade');">服务</p>
+			<p onclick="dbConf();">数据库配置</p>
+			<p onclick="syncDataList();">同步数据配置</p>
+			<p onclick="userConf();">账户配置</p>
+		</div>
+		<div class="bt-w-con pd15">
+			<div class="soft-man-con"></div>
+		</div>
+	</div>
+</div>
+<script type="text/javascript">
+
+// resetPluginWinWidth(480);
+resetPluginWinHeight(400);
+$.getScript( "/plugins/file?name=cryptocurrency_trade&f=static/js/cryptocurrency_trade.js",function(){
+	pluginService('cryptocurrency_trade');
+});
+</script>

plugins/cryptocurrency_trade/index.py

@@ -0,0 +1,347 @@
+# coding:utf-8
+
+import sys
+import io
+import os
+import time
+import re
+import string
+import subprocess
+import json
+
+web_dir = os.getcwd() + "/web"
+if os.path.exists(web_dir):
+    sys.path.append(web_dir)
+    os.chdir(web_dir)
+
+import core.mw as mw
+
+app_debug = False
+if mw.isAppleSystem():
+    app_debug = True
+
+
+def getPluginName():
+    return 'cryptocurrency_trade'
+
+
+def getPluginDir():
+    return mw.getPluginDir() + '/' + getPluginName()
+
+
+def getServerDir():
+    return mw.getServerDir() + '/' + getPluginName()
+
+
+def contentReplace(content):
+    service_path = mw.getServerDir()
+    content = content.replace('{$ROOT_PATH}', mw.getFatherDir())
+    content = content.replace('{$SERVER_PATH}', service_path)
+    content = content.replace(
+        '{$SERVER_APP}', service_path + '/' + getPluginName())
+    return content
+
+
+def getArgs():
+    args = sys.argv[2:]
+    tmp = {}
+    args_len = len(args)
+    if args_len == 1:
+        t = args[0].strip('{').strip('}')
+        if t.strip() == '':
+            tmp = []
+        else:
+            t = t.split(':', 1)
+            tmp[t[0]] = t[1]
+        tmp[t[0]] = t[1]
+    elif args_len > 1:
+
+        for i in range(len(args)):
+            t = args[i].split(':', 1)
+            tmp[t[0]] = t[1]
+    return tmp
+
+
+def checkArgs(data, ck=[]):
+    for i in range(len(ck)):
+        if not ck[i] in data:
+            return (False, mw.returnJson(False, '参数:(' + ck[i] + ')没有!'))
+    return (True, mw.returnJson(True, 'ok'))
+
+
+def isSqlError(mysqlMsg):
+    # 检测数据库执行错误
+    mysqlMsg = str(mysqlMsg)
+    if "MySQLdb" in mysqlMsg:
+        return mw.returnJson(False, 'MySQLdb组件缺失! <br>进入SSH命令行输入: pip install mysql-python | pip install mysqlclient==2.0.3')
+    if "2002," in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "2003," in mysqlMsg:
+        return mw.returnJson(False, "Can't connect to MySQL server on '127.0.0.1' (61)")
+    if "using password:" in mysqlMsg:
+        return mw.returnJson(False, '数据库密码错误')
+    if "1045" in mysqlMsg:
+        return mw.returnJson(False, '连接错误!')
+    if "SQL syntax" in mysqlMsg:
+        return mw.returnJson(False, 'SQL语法错误!')
+    if "Connection refused" in mysqlMsg:
+        return mw.returnJson(False, '数据库连接失败,请检查数据库服务是否启动!')
+    if "1133" in mysqlMsg:
+        return mw.returnJson(False, '数据库用户不存在!')
+    if "1007" in mysqlMsg:
+        return mw.returnJson(False, '数据库已经存在!')
+    return None
+
+
+def initDreplace():
+    log_dir = getServerDir() + '/logs'
+    if not os.path.exists(log_dir):
+        d = mw.execShell('mkdir -p ' + log_dir)
+
+        data = getConfigData()
+        data['token'] = ['btc']
+        writeConf(data)
+
+    return True
+
+
+def status():
+    initDreplace()
+    return 'start'
+
+
+def start():
+    syncDataAddTaskInstall()
+    return 'ok'
+
+
+def stop():
+    syncDataAddTaskUninstall()
+    return 'ok'
+
+
+def op():
+    return 'ok'
+
+
+def getConfigData():
+    cfg_path = getServerDir() + "/data.cfg"
+    if not os.path.exists(cfg_path):
+        mw.writeFile(cfg_path, '{}')
+    t = mw.readFile(cfg_path)
+    return json.loads(t)
+
+
+def writeConf(data):
+    cfg_path = getServerDir() + "/data.cfg"
+    mw.writeFile(cfg_path, json.dumps(data))
+    return True
+
+
+def getDbConf():
+    data = getConfigData()
+    if 'db' in data:
+        return mw.returnJson(True, 'ok', data['db'])
+    return mw.returnJson(False, 'ok', {})
+
+
+def setDbConf():
+    args = getArgs()
+    data_args = checkArgs(args, ['db_host', 'db_port',
+                                 'db_name', 'db_user', 'db_pass'])
+    if not data_args[0]:
+        return data_args[1]
+
+    data = getConfigData()
+    data['db'] = args
+    writeConf(data)
+
+    db = mw.getMyORM()
+
+    db.setHost(args['db_host'])
+    db.setPort(args['db_port'])
+    db.setUser(args['db_user'])
+    db.setPwd(args['db_pass'])
+    testdata = db.query('select version()')
+
+    isError = isSqlError(testdata)
+    if isError != None:
+        return isError
+
+    return mw.returnJson(True, '保存成功,并连通成功!', [])
+
+
+def getUserConf():
+    data = getConfigData()
+    if 'user' in data:
+        return mw.returnJson(True, 'ok', data['user'])
+    return mw.returnJson(False, 'ok', {})
+
+
+def getUserConf():
+    data = getConfigData()
+    if 'user' in data:
+        try:
+            udata = mw.deDoubleCrypt('mw', data['user'])
+            udata = json.loads(udata)
+
+            return mw.returnJson(True, 'ok', udata)
+        except Exception as e:
+            pass
+    return mw.returnJson(False, 'ok', {})
+
+
+def setUserConf():
+    args = getArgs()
+    data_args = checkArgs(args, ['app_key', 'secret',
+                                 'password', 'uid', 'exchange'])
+    if not data_args[0]:
+        return data_args[1]
+
+    data = getConfigData()
+    data['user'] = mw.enDoubleCrypt('mw', json.dumps(args))
+    writeConf(data)
+
+    return mw.returnJson(True, '保存成功!', [])
+
+
+def syncDataList():
+    data = getConfigData()
+
+    name = "ct_task"
+    if 'token' in data:
+
+        rdata = {}
+        rdata['task_status'] = False
+        sup_path = mw.getServerDir() + '/supervisor'
+        sup_task_dst = sup_path + '/conf.d/' + name + '.ini'
+        if os.path.exists(sup_task_dst):
+            rdata['task_status'] = True
+
+        rdata['list'] = data['token']
+        return mw.returnJson(True, 'ok', rdata)
+    return mw.returnJson(False, 'ok')
+
+
+def syncDataAdd():
+    args = getArgs()
+    data_args = checkArgs(args, ['token'])
+    if not data_args[0]:
+        return data_args[1]
+
+    add_token = args['token']
+    data = getConfigData()
+
+    if 'token' in data and data['token']:
+        if not add_token in data['token']:
+            data['token'].append(add_token)
+    else:
+        data['token'] = [add_token]
+    writeConf(data)
+
+    return mw.returnJson(True, '保存成功!')
+
+
+def restartSup():
+    cmd = 'python3 plugins/supervisor/index.py restart'
+    mw.execShell(cmd)
+
+
+def restartSupDst(name):
+    cmd = 'python3 plugins/supervisor/index.py restart_job  {"name":"' + \
+        name + '","status":"stop"}'
+    mw.execShell(cmd)
+
+
+def syncDataAddTaskUninstall():
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnJson(False, '需要安装并启动supervisor插件')
+
+    name = "ct_task"
+    sup_task_dst = sup_path + '/conf.d/' + name + '.ini'
+    if os.path.exists(sup_task_dst):
+        mw.execShell('rm -rf ' + sup_task_dst)
+
+    restartSup()
+    return mw.returnJson(True, '删除同步数据任务成功!')
+
+
+def syncDataAddTaskInstall():
+    sup_path = mw.getServerDir() + '/supervisor'
+    if not os.path.exists(sup_path):
+        return mw.returnJson(False, '需要安装并启动supervisor插件')
+
+    name = "ct_task"
+    sup_task_tpl = getPluginDir() + '/conf/sup_task.tpl'
+    sup_task_dst = sup_path + '/conf.d/' + name + '.ini'
+    content = mw.readFile(sup_task_tpl)
+    content = content.replace(
+        '{$RUN_ROOT}', mw.getServerDir() + '/mdserver-web')
+    content = content.replace(
+        '{$SUP_ROOT}', sup_path)
+    content = content.replace(
+        '{$NAME}', name)
+
+    mw.writeFile(sup_task_dst, content)
+    restartSup()
+    return mw.returnJson(True, '添加同步数据任务成功!')
+
+
+def syncDataAddTask():
+    args = getArgs()
+    data_args = checkArgs(args, ['check'])
+    if not data_args[0]:
+        return data_args[1]
+
+    if args['check'] == "0":
+        return syncDataAddTaskUninstall()
+    return syncDataAddTaskInstall()
+
+
+def syncDataDelete():
+    args = getArgs()
+    data_args = checkArgs(args, ['token'])
+    if not data_args[0]:
+        return data_args[1]
+
+    del_token = args['token']
+    data = getConfigData()
+
+    if 'token' in data:
+        data['token'].remove(del_token)
+    writeConf(data)
+
+    return mw.returnJson(True, '删除成功!')
+
+
+if __name__ == "__main__":
+    func = sys.argv[1]
+    if func == 'status':
+        print(status())
+    elif func == 'start':
+        print(start())
+    elif func == 'stop':
+        print(stop())
+    elif func == 'restart':
+        print(op())
+    elif func == 'reload':
+        print(op())
+    elif func == 'get_db_conf':
+        print(getDbConf())
+    elif func == 'set_db_conf':
+        print(setDbConf())
+    elif func == 'get_user_conf':
+        print(getUserConf())
+    elif func == 'set_user_conf':
+        print(setUserConf())
+    elif func == 'sync_data_list':
+        print(syncDataList())
+    elif func == 'sync_data_add':
+        print(syncDataAdd())
+    elif func == 'sync_data_delete':
+        print(syncDataDelete())
+    elif func == 'sync_data_add_task':
+        print(syncDataAddTask())
+    else:
+        print('error')

plugins/cryptocurrency_trade/info.json

@@ -0,0 +1,36 @@
+{
+	"hook":[
+		{
+			"tag":"menu",
+			"menu": {
+				"title":"量化交易",
+				"name":"cryptocurrency_trade",
+				"path":"static/html/index.html",
+				"css_path":"static/css/cryptocurrency_trade.css",
+				"js_path":"static/js/cryptocurrency_trade.js"
+			}
+		},
+		{
+			"tag":"global_static",
+			"global_static": {
+				"title":"量化交易",
+				"name":"cryptocurrency_trade",
+				"css_path":"static/css/ico.css"
+			}
+		}
+	],
+	"ps": "基于CCXT的数字货币量化交易插件",
+	"name": "cryptocurrency_trade",
+	"title": "量化交易",
+	"versions": ["1.0"],
+	"tip": "soft",
+	"checks": "server/cryptocurrency_trade",
+	"path":"server/cryptocurrency_trade",
+	"author": "midoks",
+	"date": "2022-02-25",
+	"home": "https://github.com/ccxt/ccxt",
+	"type": "量化交易",
+	"shell": "install.sh",
+	"pid": "5",
+	"sort": 7
+}

plugins/cryptocurrency_trade/install.sh

@@ -0,0 +1,63 @@
+#!/bin/bash
+PATH=/bin:/sbin:/usr/bin:/usr/sbin:/usr/local/bin:/usr/local/sbin:~/bin
+export PATH
+
+# cd /www/server/mdserver-web/plugins/cryptocurrency_trade && bash install.sh install
+
+curPath=`pwd`
+rootPath=$(dirname "$curPath")
+rootPath=$(dirname "$rootPath")
+serverPath=$(dirname "$rootPath")
+
+
+VERSION=$2
+
+# pip3 install ccxt
+if [ -f ${rootPath}/bin/activate ];then
+	source ${rootPath}/bin/activate	
+fi
+pip3 install ccxt
+pip3 install pandas
+pip3 install pandas_ta
+pip3 install pyTelegramBotAPI
+pip3 install catalyst
+pip3 install matplotlib==3.2.2
+
+
+Install_App()
+{
+	echo '正在安装脚本文件...'
+	mkdir -p $serverPath/source/cryptocurrency_trade
+	mkdir -p $serverPath/cryptocurrency_trade
+	echo "${VERSION}" > $serverPath/cryptocurrency_trade/version.pl
+
+	if [ ! -f $serverPath/source/cryptocurrency_trade/ta-lib-0.4.0-src.tar.gz ];then
+		wget -O $serverPath/source/cryptocurrency_trade/ta-lib-0.4.0-src.tar.gz https://sourceforge.net/projects/ta-lib/files/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz
+	fi
+
+	if [ ! -d $serverPath/source/cryptocurrency_trade/ta-lib ];then
+		cd $serverPath/source/cryptocurrency_trade/ta-lib && tar -xzf ta-lib-0.4.0-src.tar.gz
+		cd ta-lib && ./configure --prefix=/usr && make && make install
+		rm -rf $serverPath/source/cryptocurrency_trade/ta-lib
+
+		pip3 install ta-lib
+	fi
+	
+	cd ${rootPath} && python3 ${rootPath}/plugins/cryptocurrency_trade/index.py start
+	echo '安装完成'
+
+}
+
+Uninstall_App()
+{
+	rm -rf $serverPath/cryptocurrency_trade
+	cd ${rootPath} && python3 ${rootPath}/plugins/cryptocurrency_trade/index.py stop
+	echo "卸载完成"
+}
+
+action=$1
+if [ "${1}" == 'install' ];then
+	Install_App
+else
+	Uninstall_App
+fi

plugins/cryptocurrency_trade/static/css/cryptocurrency_trade.css

@@ -0,0 +1,11 @@
+.screen-all {
+	padding: 5px;
+}
+
+.s-right .panel-default{
+	margin-bottom: 10px;
+}
+
+.s-left .panel-default{
+	margin-bottom: 10px;
+}

plugins/cryptocurrency_trade/static/css/ico.css

@@ -0,0 +1,11 @@
+
+/* menu start  */
+.menu .current .menu_plugin_cryptocurrency_trade:hover {
+    background-image: url("/plugins/file?name=cryptocurrency_trade&f=ico.png");
+}
+
+.menu .menu_plugin_cryptocurrency_trade {
+    background-image: url("/plugins/file?name=cryptocurrency_trade&f=ico.png");
+}
+
+/* menu end  */

plugins/cryptocurrency_trade/static/html/index.html

@@ -0,0 +1,65 @@
+
+<div class="main-content">
+<div class="screen-all">
+<div class="content-screen safe bgw mtb15 ptb10 radius4 row" style="height: 300px;">
+<!-- start -->
+
+<div class="s-left col-md-8" style="padding-left: 2.5px;padding-right: 5px; overflow-y: scroll;height: 400px;">
+
+    <div class="panel panel-default">
+        <div class="panel-heading">订单数据</div>
+        <div class="panel-body">Panel content</div>
+    </div>
+
+    <div class="panel panel-default">
+        <div class="panel-heading">交易图表</div>
+        <div class="panel-body" style="padding: 0px;">
+            <div></div>
+            <div id="k_echarts" style="width: auto;height:400px;"></div>
+        </div>
+    </div>
+
+    <div class="panel panel-default">
+        <div class="panel-heading">策略交易日志</div>
+        <div class="panel-body" style="padding: 0px;">
+            <pre id="strategy_log" style="border:none;font-size:12px;white-space: pre;margin: 0px;width: auto;height: 200px;background-color: #333;color:#fff; padding:0 5px">当前没有日志.</pre>
+        </div>
+    </div>
+
+</div>
+
+<div class="s-right col-md-4" style="padding-left: 2.5px;padding-right: 5px; overflow-y: scroll;height: 400px;">
+    
+    <div class="panel panel-default">
+        <div class="panel-heading">策略配置</div>
+        <div class="panel-body divtable pd15 relative" style="padding: 2px 2px 5px;">
+            <table class="table table-hover" width="100%" cellspacing="0" cellpadding="0" border="0">
+                <thead>
+                    <tr>
+                        <th width="20">序列</th>
+                        <th width="120">说明</th>
+                        <th width="10">状态</th>
+                        <th style="text-align: right;" width="50">操作</th>
+                    </tr>
+                </thead>
+                <tbody id="strategy_list"></tbody>
+            </table>
+            <div class="dataTables_paginate paging_bootstrap pagination">
+                <ul id="strategy_list_page" class="page"></ul>
+            </div>
+        </div>
+    </div>
+
+    <div class="panel panel-default">
+        <div class="panel-heading">数据源日志</div>
+        <div class="panel-body" style="padding: 0px;">
+            <pre id="datasource_log" style="border:none;font-size:12px;white-space: pre;margin: 0px;width: auto;height: 200px;background-color: #333;color:#fff; padding:0 5px">当前没有日志.</pre>
+        </div>
+    </div>
+
+</div>
+
+<!-- end -->
+</div>
+</div>
+</div>

plugins/cryptocurrency_trade/static/js/cryptocurrency_trade.js

@@ -0,0 +1,964 @@
+
+function appPost(method,args,callback, title){
+    var _args = null; 
+    if (typeof(args) == 'string'){
+        _args = JSON.stringify(toArrayObject(args));
+    } else {
+        _args = JSON.stringify(args);
+    }
+
+    var _title = '正在获取...';
+    if (typeof(title) != 'undefined'){
+        _title = title;
+    }
+
+    var loadT = layer.msg(_title, { icon: 16, time: 0, shade: 0.3 });
+    $.post('/plugins/run', {name:'cryptocurrency_trade', func:method, args:_args}, function(data) {
+        layer.close(loadT);
+        if (!data.status){
+            layer.msg(data.msg,{icon:0,time:2000,shade: [0.3, '#000']});
+            return;
+        }
+
+        if(typeof(callback) == 'function'){
+            callback(data);
+        }
+    },'json'); 
+}
+
+function appPostN(method,args,callback, title){
+
+    var _args = null; 
+    if (typeof(args) == 'string'){
+        _args = JSON.stringify(toArrayObject(args));
+    } else {
+        _args = JSON.stringify(args);
+    }
+
+    var _title = '正在获取...';
+    if (typeof(title) != 'undefined'){
+        _title = title;
+    }
+    $.post('/plugins/run', {name:'cryptocurrency_trade', func:method, args:_args}, function(data) {
+        if(typeof(callback) == 'function'){
+            callback(data);
+        }
+    },'json'); 
+}
+
+function appAsyncPost(method,args){
+    var _args = null; 
+    if (typeof(args) == 'string'){
+        _args = JSON.stringify(toArrayObject(args));
+    } else {
+        _args = JSON.stringify(args);
+    }
+
+    var loadT = layer.msg('正在获取...', { icon: 16, time: 0, shade: 0.3 });
+    return syncPost('/plugins/run', {name:'cryptocurrency_trade', func:method, args:_args});
+}
+
+
+function appPostCallbak(method, args,callback, script){
+    var loadT = layer.msg('正在获取...', { icon: 16, time: 0, shade: 0.3 });
+
+    var req_data = {};
+    req_data['name'] = 'cryptocurrency_trade';
+    req_data['func'] = method;
+
+    if (typeof(script) != 'undefined'){
+        req_data['script'] = script;
+    }
+
+ 
+    if (typeof(args) == 'string'){
+        req_data['args'] = JSON.stringify(toArrayObject(args));
+    } else {
+        req_data['args'] = JSON.stringify(args);
+    }
+
+    $.post('/plugins/callback', req_data, function(data) {
+        layer.close(loadT);
+        if (!data.status){
+            layer.msg(data.msg,{icon:0,time:2000,shade: [0.3, '#000']});
+            return;
+        }
+
+        if(typeof(callback) == 'function'){
+            callback(data);
+        }
+    },'json'); 
+}
+
+
+function appPostCallbakNoMsg(method, args,callback, script){
+
+    var req_data = {};
+    req_data['name'] = 'cryptocurrency_trade';
+    req_data['func'] = method;
+
+    if (typeof(script) != 'undefined'){
+        req_data['script'] = script;
+    } else {
+        req_data['script'] = req_data['name'];
+    }
+
+ 
+    if (typeof(args) == 'string'){
+        req_data['args'] = JSON.stringify(toArrayObject(args));
+    } else {
+        req_data['args'] = JSON.stringify(args);
+    }
+
+    $.post('/plugins/callback', req_data, function(data) {
+        if (!data.status){
+            layer.msg(data.msg,{icon:0,time:2000,shade: [0.3, '#000']});
+            return;
+        }
+
+        if(typeof(callback) == 'function'){
+            callback(data);
+        }
+    },'json'); 
+}
+
+
+function dbConf(){
+	appPost('get_db_conf','',function(data){
+        var rdata = $.parseJSON(data.data);
+        // console.log(rdata);
+        var db_host = '127.0.0.1';
+        var db_port = '3306';
+        var db_name = 'cryptocurrency_trade';
+        var db_user = 'cryptocurrency_trade';
+        var db_pass = 'cryptocurrency_trade';
+        if(rdata['status']){
+        	db_data = rdata['data'];
+        	db_host = db_data['db_host'];
+        	db_port = db_data['db_port'];
+        	db_name = db_data['db_name'];
+        	db_user = db_data['db_user'];
+        	db_pass = db_data['db_pass'];
+        }
+
+        var mlist = '';
+        mlist += '<p><span>数据库地址</span><input style="width: 250px;" class="bt-input-text mr5" name="db_host" value="'+db_host+'" type="text"></p>'
+        mlist += '<p><span>数据库端口</span><input style="width: 250px;" class="bt-input-text mr5" name="db_port" value="'+db_port+'" type="text"></p>'
+        mlist += '<p><span>数据库名称</span><input style="width: 250px;" class="bt-input-text mr5" name="db_name" value="'+db_name+'" type="text"></p>'
+        mlist += '<p><span>用户名</span><input style="width: 250px;" class="bt-input-text mr5" name="db_user" value="'+db_user+'" type="text"></p>'
+        mlist += '<p><span>密码</span><input style="width: 250px;" class="bt-input-text mr5" name="db_pass" value="'+db_pass+'" type="text"></p>'
+
+        var option = '<style>.conf_p p{margin-bottom: 2px}</style>\
+			<div class="conf_p" style="margin-bottom:0">\
+                ' + mlist + '\
+                <div style="margin-top:10px; padding-right:15px" class="text-right">\
+                    <button class="btn btn-success btn-sm" onclick="submitDbConf()">保存</button>\
+                </div>\
+            </div>';
+        $(".soft-man-con").html(option);
+    });
+}
+
+function submitDbConf(){
+
+	var pull_data = {};
+
+	pull_data['db_host'] = $('input[name="db_host"]').val();
+	pull_data['db_port'] = $('input[name="db_port"]').val();
+	pull_data['db_name'] = $('input[name="db_name"]').val();
+	pull_data['db_user'] = $('input[name="db_user"]').val();
+	pull_data['db_pass'] = $('input[name="db_pass"]').val();
+
+	appPost('set_db_conf',pull_data,function(data){
+        var rdata = $.parseJSON(data.data);
+        layer.msg(rdata['msg'],{icon:rdata['status']?1:2,time:2000,shade: [0.3, '#000']});
+    });
+}
+
+
+function userConf(){
+	appPost('get_user_conf','',function(data){
+        var rdata = $.parseJSON(data.data);
+        var app_key = 'app_key';
+        var secret = 'secret';
+        var password = 'password';
+        var uid = 'uid';
+        var exchange = 'okex';
+        if(rdata['status']){
+        	db_data = rdata['data'];
+        	app_key = db_data['app_key'];
+        	secret = db_data['secret'];
+        	password = db_data['password'];
+        	uid = db_data['uid'];
+            exchange = db_data['exchange'];;
+        }
+
+        var mlist = '';
+        mlist += '<p><span>交易所</span><input style="width: 250px;" class="bt-input-text mr5" name="exchange" value="'+exchange+'" type="text"><font>必填写[okex, binance]</font></p>'
+        mlist += '<p><span>apiKey</span><input style="width: 250px;" class="bt-input-text mr5" name="app_key" value="'+app_key+'" type="text"><font>必填写</font></p>'
+        mlist += '<p><span>secret</span><input style="width: 250px;" class="bt-input-text mr5" name="secret" value="'+secret+'" type="text"><font>必填写</font></p>'
+        mlist += '<p><span>password</span><input style="width: 250px;" class="bt-input-text mr5" name="password" value="'+password+'" type="text"><font>根据情况填写</font></p>'
+        mlist += '<p><span>uid</span><input style="width: 250px;" class="bt-input-text mr5" name="uid" value="'+uid+'" type="text"><font>根据情况填写</font></p>'
+
+        var option = '<style>.conf_p p{margin-bottom: 2px}</style>\
+			<div class="conf_p" style="margin-bottom:0">\
+                ' + mlist + '\
+                <div style="margin-top:10px; padding-right:15px" class="text-right">\
+                    <button class="btn btn-success btn-sm" onclick="submitUserConf()">保存</button>\
+                </div>\
+            </div>';
+        $(".soft-man-con").html(option);
+    });
+}
+
+
+function submitUserConf(){
+	var pull_data = {};
+
+	pull_data['app_key'] = $('input[name="app_key"]').val();
+	pull_data['secret'] = $('input[name="secret"]').val();
+	pull_data['password'] = $('input[name="password"]').val();
+	pull_data['uid'] = $('input[name="uid"]').val();
+    pull_data['exchange'] = $('input[name="exchange"]').val();
+
+	appPost('set_user_conf',pull_data,function(data){
+        var rdata = $.parseJSON(data.data);
+        layer.msg(rdata['msg'],{icon:rdata['status']?1:2,time:2000,shade: [0.3, '#000']});
+    });
+}
+
+function syncDataList(){
+    appPost('sync_data_list', {}, function(data){
+        var rdata = $.parseJSON(data.data);
+
+
+        var list = '';
+        if (rdata['status']){
+            var dlist = rdata['data']['list'];
+            for(i in dlist){
+
+                list += '<tr>';
+                list += '<td>' + dlist[i] +'</td>';
+                list += '<td style="text-align:right">' +
+                            '<a href="javascript:;" class="btlink" onclick="syncDataDelete(\''+dlist[i]+'\')" title="删除">删除</a>' +
+                        '</td>';
+                list += '</tr>';
+            } 
+        }
+        
+
+        if( list == '' ){
+            list = "<tr><td colspan='2'>当前没有数据</td></tr>";
+        }
+
+        var task_status = rdata['data']['task_status'];
+        var task_status_check = '';
+        if (task_status){
+            task_status_check = 'checked';
+        }
+
+        var con = '<div class="safe bgw">\
+            <div>\
+                <button onclick="syncDataAdd()" title="添加币种" class="btn btn-success btn-sm" type="button" style="margin-right: 5px;">添加币种</button>\
+                <div class="ss-text pull-left mr50">\
+                    <em>是否启动</em>\
+                    <div class="ssh-item">\
+                        <input class="btswitch btswitch-ios" id="add_task" type="checkbox" '+task_status_check+'>\
+                        <label class="btswitch-btn" for="add_task" onclick="syncDataAddTask()"></label>\
+                    </div>\
+                </div>\
+            </div>\
+            <div class="divtable mtb10">\
+                <div class="tablescroll">\
+                    <table id="DataBody" class="table table-hover" width="100%" cellspacing="0" cellpadding="0" border="0" style="border: 0 none;">\
+                        <thead>\
+                            <th>名称</th>\
+                            <th style="text-align:right;">操作</th></tr>\
+                        </thead>\
+                        <tbody>'+ list +'</tbody>\
+                    </table>\
+                </div>\
+            </div>\
+        </div>';
+        
+        con += '<div class="code">\
+            <span>详细如下：</span>\
+            <span>*：添加同步的币种,都小写,以USDT为本币同步数据。</span>\
+            <span>*：需要提前安装supervisor插件。</span>\
+        </div>'
+
+        $(".soft-man-con").html(con);
+        $('#databasePage').html(rdata.page);
+    });
+}
+
+function syncDataAddTask(){
+    var at_check = $('#add_task').prop('checked');
+    appPost("sync_data_add_task", {'check':at_check?'0':'1'}, function(data){
+        rdata = $.parseJSON(data.data);
+
+        showMsg(rdata.msg,function(){
+            if (rdata.status){
+                syncDataList();
+            }
+        },{icon:rdata.status?1:2});
+    });
+}
+
+function syncDataDelete(name){
+    appPost("sync_data_delete", {"token":name}, function(data){
+        rdata = $.parseJSON(data.data);
+
+        showMsg(rdata.msg,function(){
+            if (rdata.status){
+                syncDataList();
+            }
+        },{icon:rdata.status?1:2});
+    });
+}
+
+function syncDataAdd() {
+    layer.open({
+        type: 1,
+        area: '500px',
+        title: '添加同步数据',
+        closeBtn: 2,
+        shift: 0,
+        shadeClose: false,
+        btn: ['确定', '取消'],
+        content: "<div class='bt_conter bt-form pd15' style='height:auto;width:100%;'>\
+                    <div class='line'>\
+                        <span class='tname'>名称</span>\
+                        <div class='info-r c4'>\
+                            <input id='name' class='bt-input-text' type='text' name='name' placeholder='请输入名称' style='width:270px' />\
+                        </div>\
+                    </div>\
+                    <ul class='help-info-text c7' style='padding-left: 29px;margin-top:5px;'>\
+                        <li style='color:#F00'>注意：币种名称用小写！</li>\
+                    </ul>\
+                   </div>",
+        yes: function(index, layero){
+
+            var token = $('input[name="name"]').val();
+            appPost("sync_data_add", {"token":token}, function(data){
+                rdata = $.parseJSON(data.data);
+                showMsg(rdata.msg,function(){
+                    if (rdata.status){
+                        layer.close(index);
+                        syncDataList();
+                    }
+                },{icon:rdata.status?1:2});
+            })
+            return;
+        }
+    });
+}
+
+
+function onlineEditStrategyFile(k, f, tag) {
+    if(k != 0) {
+        var l = $("#PathPlace input").val();
+        var h = $("#textBody").val();
+        var a = $("select[name=encoding]").val();
+        var loadT = layer.msg("正在保存中...", {icon: 16,time: 0});
+        appPostCallbakNoMsg('save_body',{'data':h,'path':f,'encoding':a,"tag":tag}, function(data){
+            var rdata = data.data;
+            showMsg(rdata.msg, function(){
+                if (rdata.status){
+                    layer.close(loadT);
+                }
+            },{icon: rdata.status ? 1 : 2});
+        });
+        return
+    }
+    var e = layer.msg("正在读取文件,请稍候...", {icon: 16,time: 0});
+    var g = f.split(".");
+    var b = g[g.length - 1];
+    var d;
+    switch(b) {
+        case "html":
+            var j = {
+                name: "htmlmixed",
+                scriptTypes: [{
+                    matches: /\/x-handlebars-template|\/x-mustache/i,
+                    mode: null
+                }, {
+                    matches: /(text|application)\/(x-)?vb(a|script)/i,
+                    mode: "vbscript"
+                }]
+            };
+            d = j;
+            break;
+        case "htm":
+            var j = {
+                name: "htmlmixed",
+                scriptTypes: [{
+                    matches: /\/x-handlebars-template|\/x-mustache/i,
+                    mode: null
+                }, {
+                    matches: /(text|application)\/(x-)?vb(a|script)/i,
+                    mode: "vbscript"
+                }]
+            };
+            d = j;
+            break;
+        case "js":
+            d = "text/javascript";
+            break;
+        case "json":
+            d = "application/ld+json";
+            break;
+        case "css":
+            d = "text/css";
+            break;
+        case "php":
+            d = "application/x-httpd-php";
+            break;
+        case "tpl":
+            d = "application/x-httpd-php";
+            break;
+        case "xml":
+            d = "application/xml";
+            break;
+        case "sql":
+            d = "text/x-sql";
+            break;
+        case "conf":
+            d = "text/x-nginx-conf";
+            break;
+        default:
+            var j = {
+                name: "htmlmixed",
+                scriptTypes: [{
+                    matches: /\/x-handlebars-template|\/x-mustache/i,
+                    mode: null
+                }, {
+                    matches: /(text|application)\/(x-)?vb(a|script)/i,
+                    mode: "vbscript"
+                }]
+            };
+            d = j
+    }
+    $.post("/files/get_body", "path=" + encodeURIComponent(f), function(s) {
+        if(s.status === false){
+            layer.msg(s.msg,{icon:5});
+            return;
+        }
+        layer.close(e);
+        var u = ["utf-8", "GBK", "GB2312", "BIG5"];
+        var n = "";
+        var m = "";
+        var o = "";
+        for(var p = 0; p < u.length; p++) {
+            m = s.data.encoding == u[p] ? "selected" : "";
+            n += '<option value="' + u[p] + '" ' + m + ">" + u[p] + "</option>";
+        }
+        var code_mirror = null; 
+        var r = layer.open({
+            type: 1,
+            shift: 5,
+            closeBtn: 1,
+            area: ["90%", "90%"],
+            title: "在线编辑[" + f + "]",
+            btn:['保存','关闭'],
+            content: '<form class="bt-form pd20">\
+                <div class="line">\
+                    <p style="color:red;margin-bottom:10px">提示：Ctrl+F 搜索关键字，Ctrl+G 查找下一个，Ctrl+S 保存，Ctrl+Shift+R 查找替换!\
+                        <select class="bt-input-text" name="encoding" style="width: 74px;position: absolute;top: 31px;right: 19px;height: 22px;z-index: 9999;border-radius: 0;">' + n + '</select>\
+                    </p>\
+                    <textarea class="mCustomScrollbar bt-input-text" id="textBody" style="width:100%;margin:0 auto;line-height: 1.8;position: relative;top: 10px;" value="" />\
+                </div>\
+            </form>',
+            success:function(){
+                $("#textBody").text(s.data.data);
+                var q = $(window).height() * 0.9;
+                $("#textBody").height(q - 160);
+                code_mirror = CodeMirror.fromTextArea(document.getElementById("textBody"), {
+                    extraKeys: {
+                        "Ctrl-F": "findPersistent",
+                        "Ctrl-H": "replaceAll",
+                        "Ctrl-S": function() {
+                            $("#textBody").text(code_mirror.getValue());
+                            onlineEditStrategyFile(2, f,tag);
+                        },
+                        "Cmd-S":function() {
+                            $("#textBody").text(code_mirror.getValue());
+                            onlineEditStrategyFile(2, f,tag);
+                        },
+                    },
+                    mode: d,
+                    lineNumbers: true,
+                    matchBrackets: true,
+                    matchtags: true,
+                    autoMatchParens: true
+                });
+                code_mirror.focus();
+                code_mirror.setSize("auto", q - 150);
+                $(window).resize(function(){
+                    var q = $(window).height() * 0.9;
+                    code_mirror.setSize("auto", q - 150);
+                });   
+            },
+            yes:function(){
+                $("#textBody").text(code_mirror.getValue());
+                onlineEditStrategyFile(1, f, tag);
+            }
+        });
+//////////////////
+    },'json');
+}
+
+
+// ------------------------------------------------------------------------------
+// ------------------------------------------------------------------------------
+// 大屏页功能 --------------------------------------------------------------------
+// ------------------------------------------------------------------------------
+// ------------------------------------------------------------------------------
+
+
+function changeDivH(){
+    var l = $(window).height();
+    $('.content-screen').css('height',l-80);
+    $('.s-right').css('height',l-80-10);
+    $('.s-left').css('height',l-80-10);
+}
+
+
+function dataSourceLog(){
+    appPostCallbakNoMsg('get_datasource_logs',{}, function(rdata){
+        $('#datasource_log').html(rdata.data);
+    });
+}
+
+function dataStrategyLog(){
+    appPostCallbakNoMsg('get_strategy_logs',{}, function(rdata){
+        $('#strategy_log').html(rdata.data);
+    });
+}
+
+
+// $('#strategy_list').find('span[data-id="01"]')
+function setStrategyStatus(id,status){
+    appPostCallbakNoMsg('set_strategy_status',{"id":id,"status":status}, function(data){
+        var rdata = data.data;
+        showMsg(rdata.msg,function(){
+            if (rdata.status){
+                if (status == 'start'){
+                    $('#strategy_list').find('tr[data-id="'+id+'"] td span').removeClass('glyphicon-pause').addClass('glyphicon-play').css('color','#20a53a');
+                } else{
+                    $('#strategy_list').find('tr[data-id="'+id+'"] td span').removeClass('glyphicon-play').addClass('glyphicon-pause').css('color','red');
+                }
+            }
+        },{icon:rdata.status?1:2},2000);
+    });
+}
+
+
+function setStrategyRestart(id){
+    appPostCallbakNoMsg('set_strategy_restart',{"id":id}, function(data){
+        console.log(data);
+        var rdata = data.data;
+        showMsg(rdata.msg,function(){
+            if (rdata.status){
+            }
+        },{icon:rdata.status?1:2},2000);
+    });
+}
+
+function setStrategyEdit(id){
+    appPostCallbakNoMsg('get_strategy_path',{"id":id}, function(data){
+        onlineEditStrategyFile(0,data.data.msg,id);
+    });
+}
+
+
+function getStrategyList(p=1){
+    appPostCallbakNoMsg('get_strategy_list',{'page':p}, function(rdata){
+        // console.log(rdata);
+
+        ldata = rdata.data.data;
+        var tBody = '';
+
+        for (var i = 0; i < ldata.length; i++) {
+            tBody += '<tr data-id="'+ldata[i]['id']+'">'
+            tBody += '<td>'+ldata[i]['id']+'</td>';
+            tBody += '<td>'+ldata[i]['name']+'</td>';
+
+            if (ldata[i]['status'] == 'start'){
+                tBody += '<td><span style="color:#20a53a;cursor: pointer;"  class="strategy_status glyphicon glyphicon-play"></span></td>';
+            } else{
+                tBody += '<td><span style="color:red;cursor: pointer;" class="strategy_status glyphicon glyphicon-pause"></span></td>';
+            }
+            
+            tBody += "<td style='text-align: right;'><a class='btlink restart'>重启</a> | <a class='btlink edit'>编辑</a></td>";
+            tBody +='<tr>';
+        }
+
+        // console.log(tBody);
+        $('#strategy_list').html(tBody);
+        $('#strategy_list_page').html(rdata.data.list);
+
+
+        $('#strategy_list .strategy_status').click(function(){
+            var id = $(this).parent().parent().data('id');
+            var status = 'stop';
+            if ($(this).hasClass('glyphicon-pause')){
+                status = 'start';
+            }
+            setStrategyStatus(id,status);
+        });
+
+        $('#strategy_list .restart').click(function(){
+            var id = $(this).parent().parent().data('id');
+            setStrategyRestart(id);
+        });
+
+        $('#strategy_list .edit').click(function(){
+            var id = $(this).parent().parent().data('id');
+            setStrategyEdit(id);
+        });
+    });
+}
+
+
+function calcKLineChats(){
+
+    var chartDom = document.getElementById('k_echarts');
+    var myChart = echarts.init(chartDom);
+    var option;
+
+    const upColor = '#ec0000';
+    const upBorderColor = '#8A0000';
+    const downColor = '#00da3c';
+    const downBorderColor = '#008F28';
+    // Each item: open，close，lowest，highest
+    const data0 = splitData([
+      ['2013/1/24', 2320.26, 2320.26, 2287.3, 2362.94],
+      ['2013/1/25', 2300, 2291.3, 2288.26, 2308.38],
+      ['2013/1/28', 2295.35, 2346.5, 2295.35, 2346.92],
+      ['2013/1/29', 2347.22, 2358.98, 2337.35, 2363.8],
+      ['2013/1/30', 2360.75, 2382.48, 2347.89, 2383.76],
+      ['2013/1/31', 2383.43, 2385.42, 2371.23, 2391.82],
+      ['2013/2/1', 2377.41, 2419.02, 2369.57, 2421.15],
+      ['2013/2/4', 2425.92, 2428.15, 2417.58, 2440.38],
+      ['2013/2/5', 2411, 2433.13, 2403.3, 2437.42],
+      ['2013/2/6', 2432.68, 2434.48, 2427.7, 2441.73],
+      ['2013/2/7', 2430.69, 2418.53, 2394.22, 2433.89],
+      ['2013/2/8', 2416.62, 2432.4, 2414.4, 2443.03],
+      ['2013/2/18', 2441.91, 2421.56, 2415.43, 2444.8],
+      ['2013/2/19', 2420.26, 2382.91, 2373.53, 2427.07],
+      ['2013/2/20', 2383.49, 2397.18, 2370.61, 2397.94],
+      ['2013/2/21', 2378.82, 2325.95, 2309.17, 2378.82],
+      ['2013/2/22', 2322.94, 2314.16, 2308.76, 2330.88],
+      ['2013/2/25', 2320.62, 2325.82, 2315.01, 2338.78],
+      ['2013/2/26', 2313.74, 2293.34, 2289.89, 2340.71],
+      ['2013/2/27', 2297.77, 2313.22, 2292.03, 2324.63],
+      ['2013/2/28', 2322.32, 2365.59, 2308.92, 2366.16],
+      ['2013/3/1', 2364.54, 2359.51, 2330.86, 2369.65],
+      ['2013/3/4', 2332.08, 2273.4, 2259.25, 2333.54],
+      ['2013/3/5', 2274.81, 2326.31, 2270.1, 2328.14],
+      ['2013/3/6', 2333.61, 2347.18, 2321.6, 2351.44],
+      ['2013/3/7', 2340.44, 2324.29, 2304.27, 2352.02],
+      ['2013/3/8', 2326.42, 2318.61, 2314.59, 2333.67],
+      ['2013/3/11', 2314.68, 2310.59, 2296.58, 2320.96],
+      ['2013/3/12', 2309.16, 2286.6, 2264.83, 2333.29],
+      ['2013/3/13', 2282.17, 2263.97, 2253.25, 2286.33],
+      ['2013/3/14', 2255.77, 2270.28, 2253.31, 2276.22],
+      ['2013/3/15', 2269.31, 2278.4, 2250, 2312.08],
+      ['2013/3/18', 2267.29, 2240.02, 2239.21, 2276.05],
+      ['2013/3/19', 2244.26, 2257.43, 2232.02, 2261.31],
+      ['2013/3/20', 2257.74, 2317.37, 2257.42, 2317.86],
+      ['2013/3/21', 2318.21, 2324.24, 2311.6, 2330.81],
+      ['2013/3/22', 2321.4, 2328.28, 2314.97, 2332],
+      ['2013/3/25', 2334.74, 2326.72, 2319.91, 2344.89],
+      ['2013/3/26', 2318.58, 2297.67, 2281.12, 2319.99],
+      ['2013/3/27', 2299.38, 2301.26, 2289, 2323.48],
+      ['2013/3/28', 2273.55, 2236.3, 2232.91, 2273.55],
+      ['2013/3/29', 2238.49, 2236.62, 2228.81, 2246.87],
+      ['2013/4/1', 2229.46, 2234.4, 2227.31, 2243.95],
+      ['2013/4/2', 2234.9, 2227.74, 2220.44, 2253.42],
+      ['2013/4/3', 2232.69, 2225.29, 2217.25, 2241.34],
+      ['2013/4/8', 2196.24, 2211.59, 2180.67, 2212.59],
+      ['2013/4/9', 2215.47, 2225.77, 2215.47, 2234.73],
+      ['2013/4/10', 2224.93, 2226.13, 2212.56, 2233.04],
+      ['2013/4/11', 2236.98, 2219.55, 2217.26, 2242.48],
+      ['2013/4/12', 2218.09, 2206.78, 2204.44, 2226.26],
+      ['2013/4/15', 2199.91, 2181.94, 2177.39, 2204.99],
+      ['2013/4/16', 2169.63, 2194.85, 2165.78, 2196.43],
+      ['2013/4/17', 2195.03, 2193.8, 2178.47, 2197.51],
+      ['2013/4/18', 2181.82, 2197.6, 2175.44, 2206.03],
+      ['2013/4/19', 2201.12, 2244.64, 2200.58, 2250.11],
+      ['2013/4/22', 2236.4, 2242.17, 2232.26, 2245.12],
+      ['2013/4/23', 2242.62, 2184.54, 2182.81, 2242.62],
+      ['2013/4/24', 2187.35, 2218.32, 2184.11, 2226.12],
+      ['2013/4/25', 2213.19, 2199.31, 2191.85, 2224.63],
+      ['2013/4/26', 2203.89, 2177.91, 2173.86, 2210.58],
+      ['2013/5/2', 2170.78, 2174.12, 2161.14, 2179.65],
+      ['2013/5/3', 2179.05, 2205.5, 2179.05, 2222.81],
+      ['2013/5/6', 2212.5, 2231.17, 2212.5, 2236.07],
+      ['2013/5/7', 2227.86, 2235.57, 2219.44, 2240.26],
+      ['2013/5/8', 2242.39, 2246.3, 2235.42, 2255.21],
+      ['2013/5/9', 2246.96, 2232.97, 2221.38, 2247.86],
+      ['2013/5/10', 2228.82, 2246.83, 2225.81, 2247.67],
+      ['2013/5/13', 2247.68, 2241.92, 2231.36, 2250.85],
+      ['2013/5/14', 2238.9, 2217.01, 2205.87, 2239.93],
+      ['2013/5/15', 2217.09, 2224.8, 2213.58, 2225.19],
+      ['2013/5/16', 2221.34, 2251.81, 2210.77, 2252.87],
+      ['2013/5/17', 2249.81, 2282.87, 2248.41, 2288.09],
+      ['2013/5/20', 2286.33, 2299.99, 2281.9, 2309.39],
+      ['2013/5/21', 2297.11, 2305.11, 2290.12, 2305.3],
+      ['2013/5/22', 2303.75, 2302.4, 2292.43, 2314.18],
+      ['2013/5/23', 2293.81, 2275.67, 2274.1, 2304.95],
+      ['2013/5/24', 2281.45, 2288.53, 2270.25, 2292.59],
+      ['2013/5/27', 2286.66, 2293.08, 2283.94, 2301.7],
+      ['2013/5/28', 2293.4, 2321.32, 2281.47, 2322.1],
+      ['2013/5/29', 2323.54, 2324.02, 2321.17, 2334.33],
+      ['2013/5/30', 2316.25, 2317.75, 2310.49, 2325.72],
+      ['2013/5/31', 2320.74, 2300.59, 2299.37, 2325.53],
+      ['2013/6/3', 2300.21, 2299.25, 2294.11, 2313.43],
+      ['2013/6/4', 2297.1, 2272.42, 2264.76, 2297.1],
+      ['2013/6/5', 2270.71, 2270.93, 2260.87, 2276.86],
+      ['2013/6/6', 2264.43, 2242.11, 2240.07, 2266.69],
+      ['2013/6/7', 2242.26, 2210.9, 2205.07, 2250.63],
+      ['2013/6/13', 2190.1, 2148.35, 2126.22, 2190.1]
+    ]);
+    function splitData(rawData) {
+      const categoryData = [];
+      const values = [];
+      for (var i = 0; i < rawData.length; i++) {
+        categoryData.push(rawData[i].splice(0, 1)[0]);
+        values.push(rawData[i]);
+      }
+      return {
+        categoryData: categoryData,
+        values: values
+      };
+    }
+    function calculateMA(dayCount) {
+      var result = [];
+      for (var i = 0, len = data0.values.length; i < len; i++) {
+        if (i < dayCount) {
+          result.push('-');
+          continue;
+        }
+        var sum = 0;
+        for (var j = 0; j < dayCount; j++) {
+          sum += +data0.values[i - j][1];
+        }
+        result.push(sum / dayCount);
+      }
+      return result;
+    }
+    option = {
+      title: {
+        text: '上证指数',
+        left: 0
+      },
+      tooltip: {
+        trigger: 'axis',
+        axisPointer: {
+          type: 'cross'
+        }
+      },
+      legend: {
+        data: ['日K', 'MA5', 'MA10', 'MA20', 'MA30']
+      },
+      grid: {
+        left: '10%',
+        right: '10%',
+        bottom: '15%'
+      },
+      xAxis: {
+        type: 'category',
+        data: data0.categoryData,
+        boundaryGap: false,
+        axisLine: { onZero: false },
+        splitLine: { show: false },
+        min: 'dataMin',
+        max: 'dataMax'
+      },
+      yAxis: {
+        scale: true,
+        splitArea: {
+          show: true
+        }
+      },
+      dataZoom: [
+        {
+          type: 'inside',
+          start: 50,
+          end: 100
+        },
+        {
+          show: true,
+          type: 'slider',
+          top: '90%',
+          start: 50,
+          end: 100
+        }
+      ],
+      series: [
+        {
+          name: '日K',
+          type: 'candlestick',
+          data: data0.values,
+          itemStyle: {
+            color: upColor,
+            color0: downColor,
+            borderColor: upBorderColor,
+            borderColor0: downBorderColor
+          },
+          markPoint: {
+            label: {
+              formatter: function (param) {
+                return param != null ? Math.round(param.value) + '' : '';
+              }
+            },
+            data: [
+              {
+                name: 'Mark',
+                coord: ['2013/5/31', 2300],
+                value: 2300,
+                itemStyle: {
+                  color: 'rgb(41,60,85)'
+                }
+              },
+              {
+                name: 'highest value',
+                type: 'max',
+                valueDim: 'highest'
+              },
+              {
+                name: 'lowest value',
+                type: 'min',
+                valueDim: 'lowest'
+              },
+              {
+                name: 'average value on close',
+                type: 'average',
+                valueDim: 'close'
+              }
+            ],
+            tooltip: {
+              formatter: function (param) {
+                return param.name + '<br>' + (param.data.coord || '');
+              }
+            }
+          },
+          markLine: {
+            symbol: ['none', 'none'],
+            data: [
+              [
+                {
+                  name: 'from lowest to highest',
+                  type: 'min',
+                  valueDim: 'lowest',
+                  symbol: 'circle',
+                  symbolSize: 10,
+                  label: {
+                    show: false
+                  },
+                  emphasis: {
+                    label: {
+                      show: false
+                    }
+                  }
+                },
+                {
+                  type: 'max',
+                  valueDim: 'highest',
+                  symbol: 'circle',
+                  symbolSize: 10,
+                  label: {
+                    show: false
+                  },
+                  emphasis: {
+                    label: {
+                      show: false
+                    }
+                  }
+                }
+              ],
+              {
+                name: 'min line on close',
+                type: 'min',
+                valueDim: 'close'
+              },
+              {
+                name: 'max line on close',
+                type: 'max',
+                valueDim: 'close'
+              }
+            ]
+          }
+        },
+        {
+          name: 'MA5',
+          type: 'line',
+          data: calculateMA(5),
+          smooth: true,
+          lineStyle: {
+            opacity: 0.5
+          }
+        },
+        {
+          name: 'MA10',
+          type: 'line',
+          data: calculateMA(10),
+          smooth: true,
+          lineStyle: {
+            opacity: 0.5
+          }
+        },
+        {
+          name: 'MA20',
+          type: 'line',
+          data: calculateMA(20),
+          smooth: true,
+          lineStyle: {
+            opacity: 0.5
+          }
+        },
+        {
+          name: 'MA30',
+          type: 'line',
+          data: calculateMA(30),
+          smooth: true,
+          lineStyle: {
+            opacity: 0.5
+          }
+        }
+      ]
+    };
+
+    option && myChart.setOption(option);
+}
+
+$(document).ready(function(){
+   var tag = $.getUrlParam('tag');
+    if(tag == 'cryptocurrency_trade'){
+        changeDivH();
+
+        // 获取数据源更新日志
+        dataSourceLog();
+        setInterval(function(){
+            dataSourceLog();
+        },3000);
+
+        // 获取策略更新日志
+        dataStrategyLog();
+        setInterval(function(){
+            dataStrategyLog();
+        },5000);
+
+        getStrategyList(1);
+
+        calcKLineChats();
+    }
+});
+
+$(window).resize(function(){
+    changeDivH();
+});
+
+