pip install ejtraderMT -U for developers attention may contain countless bugs
git clone https://github.com/ejtraderLabs/ejtraderMT cd ejtraderMT python setup.py install or pip install git+https://github.com/ejtraderLabs/ejtraderMT.git docker volume create ejtraderMT docker run -d --restart=always -p 5900:5900 -p 15555:15555 -p 15556:15556 -p 15557:15557 -p 15558:15558 --name ejtraderMT -v ejtraderMT:/data ejtrader/metatrader:5 or docker compose
version: '3.8' services: app: container_name: metatrader image: ejtrader/metatrader:5 restart: unless-stopped ports: - '5900:5900' - '15555:15555' - '15556:15556' - '15557:15557' - '15558:15558' volumes: - ejtraderMT:/data volumes: ejtraderMT: {}Dockerfile and source for Docker wine vnc github
download VNC VIEWER or any other vnc client of your preference: Download
username: root password: root First download MQL5 source code and install it on the Metatrader 5 github
second download and install Microsoft Visual C++ 2015 Download
from ejtraderMT import Metatradermake sure ejtraderMT expert are load on the chart
''' to change the host IP example Metatrader("192.168.1.100") ou you can use doman example "metatraderserverdomain.com" for you local time on the Dataframe Metatrader(tz_local=True) attention utc time is the default for Dataframe index "date" for real volume for active like WIN futures ou centralized market use Metatrader(real_volume=True) attention tick volume is the default to use more than one option just use , example Metatrader(host='hostIP',tz_local=True) ''' api = Metatrader()accountInfo = api.accountInfo() print(accountInfo) print(accountInfo['broker']) print(accountInfo['balance'])symbol = "EURUSD" fromDate = "20/08/2021" toDate = "24/08/2022" calendar = api.calendar(symbol,fromDate,toDate) print(calendar) currencyimpacteventcountryactualforecastprevious date 2021-08-20 06:00:00EUR2PPI m/m(ppi-mm)Germany(DE)1.90.91.3 2021-08-20 06:00:00EUR1PPI y/y(ppi-yy)Germany(DE)10.49.48.5 2021-08-20 17:00:00USD2Baker Hughes US Oil Rig Count(baker-hughes-us-...United States(US)405None397 2021-08-20 17:00:00USD2Baker Hughes US Total Rig Count(baker-hughes-u...United States(US)503None500 2021-08-20 19:30:00EUR1CFTC EUR Non-Commercial Net Positions(cftc-eur...European Union(EU)57.6 KNone33.9 K ... ... ... ... ... ... ... ... 2022-08-24 14:30:00USD1EIA Heating Oil Stocks Change(eia-heating-oil-...United States(US)0.845 M-0.013 M0.249 M 2022-08-24 14:30:00USD1EIA Gasoline Stocks Change(eia-gasoline-stocks...United States(US)-0.027 M-1.829 M-4.642 M 2022-08-24 14:30:00USD1EIA Refinery Crude Oil Daily Inputs Change(eia...United States(US)-0.168 MNone-0.158 M 2022-08-24 14:30:00USD1EIA Refinery Utilization Rate Change(eia-refin...United States(US)0.3None-0.8 2022-08-24 17:00:00USD15-Year Note Auction(5-year-note-auction)United States(US)3.23None2.86# you can add unlimited actives to list ["EURUSD","GBPUSD","AUDUSD"] symbol = "EURUSD" timeframe = "M1" fromDate = "20/02/2021" toDate = "24/02/2021" history = api.history(symbol,timeframe,fromDate,toDate) print(history) open high low close volume spread date 2021-02-21 23:00:00 1.21135 1.21138 1.21131 1.21134 7.0 35 2021-02-21 23:01:00 1.21130 1.21135 1.21130 1.21135 6.0 43 2021-02-21 23:04:00 1.21150 1.21184 1.21134 1.21184 13.0 31 2021-02-21 23:05:00 1.21163 1.21207 1.21148 1.21181 39.0 42 2021-02-21 23:06:00 1.21189 1.21193 1.21182 1.21182 17.0 64 ... ... ... ... ... ... ... 2021-02-24 02:56:00 1.21629 1.21629 1.21590 1.21594 51.0 5 2021-02-24 02:57:00 1.21592 1.21592 1.21574 1.21574 34.0 5 2021-02-24 02:58:00 1.21574 1.21579 1.21572 1.21575 35.0 5 2021-02-24 02:59:00 1.21576 1.21588 1.21573 1.21582 55.0 5 2021-02-24 03:00:00 1.21583 1.21601 1.21578 1.21598 80.0 5 [3104 rows x 6 columns]# you can add unlimited actives to list ["EURUSD","GBPUSD","AUDUSD"] symbol = "EURUSD" timeframe = "M1" fromDate = 27 history = api.history(symbol,timeframe,fromDate) print(history) open high low close volume spread date 2021-02-26 19:23:00 1.20846 1.20857 1.20837 1.20856 84.0 5 2021-02-26 19:24:00 1.20855 1.20858 1.20842 1.20847 71.0 5 2021-02-26 19:25:00 1.20846 1.20849 1.20832 1.20845 69.0 5 2021-02-26 19:26:00 1.20844 1.20845 1.20823 1.20833 64.0 5 2021-02-26 19:27:00 1.20833 1.20836 1.20821 1.20834 53.0 5 ... ... ... ... ... ... ... 2021-02-26 22:55:00 1.20721 1.20730 1.20718 1.20719 46.0 13 2021-02-26 22:56:00 1.20718 1.20738 1.20718 1.20731 39.0 12 2021-02-26 22:57:00 1.20730 1.20731 1.20716 1.20717 45.0 18 2021-02-26 22:58:00 1.20716 1.20731 1.20694 1.20704 77.0 16 2021-02-26 22:59:00 1.20702 1.20705 1.20702 1.20704 16.0 37# you can add unlimited actives to list ["EURUSD","GBPUSD","AUDUSD"] symbol = "EURUSD" timeframe = "M1" fromDate = 27 history = api.history(symbol,timeframe) print(history) open high low close volume spread date 2021-02-26 19:23:00 1.20846 1.20857 1.20837 1.20856 84.0 5 2021-02-26 19:24:00 1.20855 1.20858 1.20842 1.20847 71.0 5 2021-02-26 19:25:00 1.20846 1.20849 1.20832 1.20845 69.0 5 2021-02-26 19:26:00 1.20844 1.20845 1.20823 1.20833 64.0 5 2021-02-26 19:27:00 1.20833 1.20836 1.20821 1.20834 53.0 5# you can add unlimited actives to list ["EURUSD","GBPUSD","AUDUSD"] etc symbol = ["EURUSD","GBPUSD"] timeframe = "M1" fromDate = "20/02/2021" toDate = "24/02/2021" history = api.history(symbol,timeframe,fromDate,toDate) print(history) open high low close volume spread gbpusd_open gbpusd_high gbpusd_low gbpusd_close gbpusd_volume gbpusd_spread date 2021-02-21 23:00:00 1.21135 1.21138 1.21131 1.21134 7.0 35 1.40113 1.40113 1.40110 1.40110 2.0 130 2021-02-21 23:04:00 1.21150 1.21184 1.21134 1.21184 13.0 31 1.40119 1.40119 1.40119 1.40119 1.0 102 2021-02-21 23:05:00 1.21163 1.21207 1.21148 1.21181 39.0 42 1.40174 1.40174 1.40167 1.40168 11.0 61 2021-02-21 23:06:00 1.21189 1.21193 1.21182 1.21182 17.0 64 1.40156 1.40170 1.40132 1.40155 10.0 46 2021-02-21 23:07:00 1.21181 1.21182 1.21180 1.21182 4.0 82 1.40156 1.40156 1.40156 1.40156 1.0 63 ... ... ... ... ... ... ... ... ... ... ... ... ... 2021-02-24 02:56:00 1.21629 1.21629 1.21590 1.21594 51.0 5 1.41833 1.41835 1.41786 1.41800 62.0 8 2021-02-24 02:57:00 1.21592 1.21592 1.21574 1.21574 34.0 5 1.41798 1.41801 1.41765 1.41766 54.0 8 2021-02-24 02:58:00 1.21574 1.21579 1.21572 1.21575 35.0 5 1.41767 1.41789 1.41767 1.41768 64.0 8 2021-02-24 02:59:00 1.21576 1.21588 1.21573 1.21582 55.0 5 1.41769 1.41782 1.41764 1.41769 42.0 9 2021-02-24 03:00:00 1.21583 1.21601 1.21578 1.21598 80.0 5 1.41770 1.41797 1.41746 1.41784 95.0 8 [3097 rows x 12 columns]from ejtraderMT import Metatrader api = Metatrader() symbols = ["EURUSD","GBPUSD","AUDUSD"] timeframe = "TICK" # stream price while True: price = api.price(symbols,timeframe) print(price)from ejtraderMT import Metatrader api = Metatrader() symbols = ["EURUSD","GBPUSD","AUDUSD"] timeframe = "TICK" # stream event while True: event = api.event(symbols,timeframe) print(event)# symbol, volume, stoploss, takeprofit, deviation api.buy("EURUSD", 0.01, 1.18, 1.19, 5) api.sell("EURUSD", 0.01, 1.18, 1.19, 5)# symbol, volume, stoploss, takeprofit, price, deviation api.buyLimit("EURUSD", 0.01, 1.17, 1.19, 1.18, 5) api.sellLimit("EURUSD", 0.01, 1.20, 1.17, 1.19, 5)#symbol, volume, stoploss, takeprofit, price, deviation api.buyStop("EURUSD", 0.01, 1.18, 1.20, 1.19, 5) api.sellStop("EURUSD", 0.01, 1.19, 1.17, 1.18, 5)positions = api.positions() if 'positions' in positions: for position in positions['positions']: api.CloseById(position['id']) orders = api.orders() if 'orders' in orders: for order in orders['orders']: api.CancelById(order['id'])api.positionModify( id, stoploss, takeprofit)api.orderModify( id, stoploss, takeprofit, price)api.CloseBySymbol("EURUSD")# id , volume api.ClosePartial( id, volume)api.cancel_all()api.close_all() # Project Based and reference thanks for Ding Li @dingmaotu https://github.com/dingmaotu/mql-zmq Nikolai khramkov @khramkov https://github.com/khramkov/MQL5-JSON-API from ejtraderMT import Metatrader api = Metatrader() symbols = ["EURUSD"] # you can also use combind dataframe = ["EURUSD","GBPUSD","AUDUSD"] timeframe = "M1" # saving 20 years of OHLC fromDate = "01/01/2001" toDate = "01/01/2021" api.history(symbol,timeframe,fromDate,toDate,database=True) # or you could only pass from Date you want to start """ you can pull the history and save using only fromDate its will pull history fromDate till now api.history(symbol,timeframe,fromDate,database=True) """ # example of saving 20 years of M1 OHLC takes around 3 minutes on a 4 core CPU 30%|█████████████████████████████████▋ | 2174/7305 [01:10<02:28, 34.60it/s]from ejtraderMT import Metatrader api = Metatrader() symbol = ["EURUSD"] data = api.history(symbol) # example reading 20 year of M1 OHLC takes around 2 seconds read more than 7 million canldes Elapsed run time: 2.041501855 seconds date open high low close volume spread 0 2001-01-01 04:02:00 0.94220 0.94220 0.94220 0.94220 1.0 50 1 2001-01-01 04:03:00 0.94240 0.94240 0.94240 0.94240 1.0 50 2 2001-01-01 10:47:00 0.94250 0.94250 0.94250 0.94250 1.0 50 3 2001-01-01 11:40:00 0.94190 0.94190 0.94190 0.94190 1.0 50 4 2001-01-01 14:45:00 0.93970 0.93990 0.93970 0.93990 3.0 50 ... ... ... ... ... ... ... ... 7286195 2020-12-31 17:56:00 1.22147 1.22152 1.22147 1.22152 20.0 8 7286196 2020-12-31 17:57:00 1.22152 1.22162 1.22148 1.22157 58.0 8 7286197 2020-12-31 17:58:00 1.22157 1.22167 1.22152 1.22166 77.0 9 7286198 2020-12-31 17:59:00 1.22167 1.22177 1.22154 1.22154 129.0 8 7286199 2020-12-31 18:00:00 1.22156 1.22156 1.22155 1.22155 2.0 11 [7286200 rows x 7 columns]economic calendar level 1 for futures only level 2 for futures only