Metatrader API

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Project links

Project description

Python Metatrader DataFrame API

for the server side you need to download Metatrader docker from

https://github.com/traderpedroso/datafeed-mt5-docker

Installation

pip install ejtraderMT

or
git clone https://github.com/traderpedroso/ejtraderMT
cd ejtraderMT
python setup.py install

import

from ejtraderMT import Metatrader

Connect to expert to Metatrader 5

# to change the host Metatrader("hostIP")
mt = Metatrader()

Account information

accountInfo = mt.accountInfo()
print(accountInfo)
print(accountInfo['broker'])
print(accountInfo['balance'])

You can create market or pending order with the commands.

Market Orders

# symbol, volume, stoploss, takeprofit, deviation
mt.buy("EURUSD", 0.01, 1.18, 1.19, 5)
mt.sell("EURUSD", 0.01, 1.18, 1.19, 5)

Limit Orders

# symbol, volume, stoploss, takeprofit, price, deviation
mt.buyLimit("EURUSD", 0.01, 1.17, 1.19, 1.18, 5)
mt.sellLimit("EURUSD", 0.01, 1.20, 1.17, 1.19, 5)

Stop Orders

#symbol, volume, stoploss, takeprofit, price, deviation
mt.buyStop("EURUSD", 0.01, 1.18, 1.20, 1.19, 5)
mt.sellStop("EURUSD", 0.01, 1.19, 1.17, 1.18, 5)

Positions & Manipulation

positions = mt.positions()


if 'positions' in positions:
    for position in positions['positions']:
        mt.CloseById(position['id'])

Orders & Manipulation

orders = mt.orders()

if 'orders' in orders:
    for order in orders['orders']:
        mt.CancelById(order['id'])

Modify possition

mt.positionModify( id, stoploss, takeprofit)

Modify order

mt.orderModify( id, stoploss, takeprofit, price)

close by symbol

mt.CloseBySymbol("EURUSD")

close particial

# id , volume
mt.ClosePartial( id, volume)

If you want to cancel all Orders

mt.cancel_all()

if you want to close all positions

mt.close_all()

History Dataframe Ready

History from Date to Date Dataframe

symbol = "EURUSD"
timeframe = "M1"
fromDate = "24/02/2021"
toDate = "24/02/2021"

history = mt.historyDataframe(symbol,timeframe,fromDate,toDate)
print(history)

                        open     high      low    close  volume  spread
date
2021-02-24 02:55:00  1.21628  1.21637  1.21572  1.21582   228.0       5
2021-02-24 03:00:00  1.21583  1.21620  1.21576  1.21615   273.0       5
2021-02-24 03:05:00  1.21614  1.21618  1.21577  1.21583   338.0       5
2021-02-24 03:10:00  1.21585  1.21608  1.21579  1.21598   218.0       5
2021-02-24 03:15:00  1.21599  1.21603  1.21578  1.21581   199.0       5
2021-02-24 03:20:00  1.21580  1.21608  1.21577  1.21602   323.0       5
2021-02-24 03:25:00  1.21601  1.21606  1.21582  1.21588   157.0       5
2021-02-24 03:30:00  1.21589  1.21597  1.21548  1.21553   238.0       5
2021-02-24 03:35:00  1.21553  1.21578  1.21550  1.21577   216.0       5
2021-02-24 03:40:00  1.21576  1.21579  1.21533  1.21553   242.0       5
2021-02-24 03:45:00  1.21552  1.21554  1.21524  1.21528   245.0       5
2021-02-24 03:50:00  1.21528  1.21543  1.21509  1.21542   198.0       5
2021-02-24 03:55:00  1.21541  1.21557  1.21535  1.21554   214.0       5
2021-02-24 04:00:00  1.21555  1.21567  1.21544  1.21564   222.0       5
2021-02-24 04:05:00  1.21563  1.21564  1.21533  1.21540   207.0       5
2021-02-24 04:10:00  1.21539  1.21559  1.21523  1.21554   206.0       5
2021-02-24 04:15:00  1.21554  1.21566  1.21543  1.21548   244.0       5
2021-02-24 04:20:00  1.21548  1.21564  1.21544  1.21554    99.0       5
2021-02-24 04:25:00  1.21553  1.21565  1.21544  1.21556   149.0       5
2021-02-24 04:30:00  1.21557  1.21563  1.21527  1.21532   133.0       5
2021-02-24 04:35:00  1.21533  1.21558  1.21522  1.21536   184.0       5
2021-02-24 04:40:00  1.21537  1.21550  1.21525  1.21546   260.0       5
2021-02-24 04:45:00  1.21548  1.21548  1.21527  1.21529   216.0       5
2021-02-24 04:50:00  1.21529  1.21547  1.21517  1.21523   151.0       5
2021-02-24 04:55:00  1.21521  1.21527  1.21501  1.21517   160.0       5
2021-02-24 05:00:00  1.21518  1.21521  1.21509  1.21513   130.0       5
2021-02-24 05:05:00  1.21513  1.21516  1.21493  1.21508   202.0       5
2021-02-24 05:10:00  1.21507  1.21520  1.21506  1.21508   129.0       5
2021-02-24 05:15:00  1.21508  1.21515  1.21502  1.21502   129.0       5
2021-02-24 05:20:00  1.21503  1.21506  1.21496  1.21503   120.0       5
2021-02-24 05:25:00  1.21503  1.21513  1.21501  1.21508    64.0       5
2021-02-24 05:30:00  1.21509  1.21513  1.21496  1.21498   134.0       5
2021-02-24 05:35:00  1.21498  1.21503  1.21495  1.21502   101.0       5
2021-02-24 05:40:00  1.21502  1.21504  1.21492  1.21495    89.0       5
2021-02-24 05:45:00  1.21496  1.21498  1.21476  1.21485   123.0       5
2021-02-24 05:50:00  1.21486  1.21496  1.21486  1.21493    41.0       5

Short History Dataframe

symbol = "EURUSD"
timeframe = "M1"

history = mt.ShorthistoryDataframe(symbol,timeframe,10)
print(history)

                        open     high      low    close  volume  spread
date
2021-02-24 02:55:00  1.21628  1.21637  1.21572  1.21582   228.0       5
2021-02-24 03:00:00  1.21583  1.21620  1.21576  1.21615   273.0       5
2021-02-24 03:05:00  1.21614  1.21618  1.21577  1.21583   338.0       5
2021-02-24 03:10:00  1.21585  1.21608  1.21579  1.21598   218.0       5
2021-02-24 03:15:00  1.21599  1.21603  1.21578  1.21581   199.0       5
2021-02-24 03:20:00  1.21580  1.21608  1.21577  1.21602   323.0       5
2021-02-24 03:25:00  1.21601  1.21606  1.21582  1.21588   157.0       5
2021-02-24 03:30:00  1.21589  1.21597  1.21548  1.21553   238.0       5
2021-02-24 03:35:00  1.21553  1.21578  1.21550  1.21577   216.0       5
2021-02-24 03:40:00  1.21576  1.21579  1.21533  1.21553   242.0       5
2021-02-24 03:45:00  1.21552  1.21554  1.21524  1.21528   245.0       5
2021-02-24 03:50:00  1.21528  1.21543  1.21509  1.21542   198.0       5
2021-02-24 03:55:00  1.21541  1.21557  1.21535  1.21554   214.0       5
2021-02-24 04:00:00  1.21555  1.21567  1.21544  1.21564   222.0       5
2021-02-24 04:05:00  1.21563  1.21564  1.21533  1.21540   207.0       5
2021-02-24 04:10:00  1.21539  1.21559  1.21523  1.21554   206.0       5
2021-02-24 04:15:00  1.21554  1.21566  1.21543  1.21548   244.0       5
2021-02-24 04:20:00  1.21548  1.21564  1.21544  1.21554    99.0       5
2021-02-24 04:25:00  1.21553  1.21565  1.21544  1.21556   149.0       5
2021-02-24 04:30:00  1.21557  1.21563  1.21527  1.21532   133.0       5
2021-02-24 04:35:00  1.21533  1.21558  1.21522  1.21536   184.0       5
2021-02-24 04:40:00  1.21537  1.21550  1.21525  1.21546   260.0       5
2021-02-24 04:45:00  1.21548  1.21548  1.21527  1.21529   216.0       5
2021-02-24 04:50:00  1.21529  1.21547  1.21517  1.21523   151.0       5
2021-02-24 04:55:00  1.21521  1.21527  1.21501  1.21517   160.0       5
2021-02-24 05:00:00  1.21518  1.21521  1.21509  1.21513   130.0       5
2021-02-24 05:05:00  1.21513  1.21516  1.21493  1.21508   202.0       5
2021-02-24 05:10:00  1.21507  1.21520  1.21506  1.21508   129.0       5
2021-02-24 05:15:00  1.21508  1.21515  1.21502  1.21502   129.0       5
2021-02-24 05:20:00  1.21503  1.21506  1.21496  1.21503   120.0       5
2021-02-24 05:25:00  1.21503  1.21513  1.21501  1.21508    64.0       5
2021-02-24 05:30:00  1.21509  1.21513  1.21496  1.21498   134.0       5
2021-02-24 05:35:00  1.21498  1.21503  1.21495  1.21502   101.0       5
2021-02-24 05:40:00  1.21502  1.21504  1.21492  1.21495    89.0       5
2021-02-24 05:45:00  1.21496  1.21498  1.21476  1.21485   123.0       5
2021-02-24 05:50:00  1.21486  1.21496  1.21486  1.21493    41.0       5

History multiple symbol merged DataFrame

from ejtraderMT import Metatrader

api = Metatrader()

symbol = "EURUSD"
symbols = [symbol,"GBPUSD","AUDUSD"]
timeframe = "M1"
fromDate = "01/01/2021"
toDate = "10/01/2021"

data = api.historyMultiDataFrame(symbol,symbols,timeframe,fromDate,toDate)

print(data)
   open     high      low    close  volume  spread  OPENGBPUSD  HIGHGBPUSD  LOWGBPUSD  CLOSEGBPUSD  VOLUMEGBPUSD  SPREADGBPUSD  OPENAUDUSD  HIGHAUDUSD  LOWAUDUSD  CLOSEAUDUSD  VOLUMEAUDUSD  SPREADAUDUSD
date
2021-01-03 23:00:00  1.22383  1.22394  1.22362  1.22394    21.0      21     1.36486     1.36486    1.36484      1.36484           2.0           130     0.77006     0.77009    0.76992      0.76995           8.0            74
2021-01-03 23:03:00  1.22375  1.22376  1.22366  1.22368     5.0      29     1.36495     1.36505    1.36480      1.36480           5.0            60     0.77009     0.77014    0.76994      0.76994          10.0            32
2021-01-03 23:04:00  1.22363  1.22363  1.22353  1.22353     2.0      52     1.36490     1.36510    1.36490      1.36491           4.0            31     0.76994     0.77019    0.76972      0.76972           5.0            22
2021-01-03 23:05:00  1.22311  1.22321  1.22294  1.22318    26.0      64     1.36490     1.36491    1.36490      1.36491           2.0            24     0.76974     0.76975    0.76974      0.76975           2.0            84
2021-01-03 23:06:00  1.22317  1.22318  1.22290  1.22293     9.0      66     1.36490     1.36491    1.36480      1.36480          10.0            14     0.76973     0.76992    0.76967      0.76967           5.0            49
...                      ...      ...      ...      ...     ...     ...         ...         ...        ...          ...           ...           ...         ...         ...        ...          ...           ...           ...
2021-01-08 22:55:00  1.22213  1.22227  1.22178  1.22214    58.0       8     1.35609     1.35629    1.35572      1.35628          39.0            10     0.77638     0.77648    0.77620      0.77643          54.0            21
2021-01-08 22:56:00  1.22214  1.22214  1.22162  1.22190   125.0       9     1.35628     1.35672    1.35614      1.35630          52.0            13     0.77641     0.77657    0.77635      0.77640          44.0            20
2021-01-08 22:57:00  1.22189  1.22214  1.22162  1.22193   223.0      10     1.35630     1.35643    1.35561      1.35602          46.0            10     0.77638     0.77667    0.77637      0.77661          45.0            19
2021-01-08 22:58:00  1.22201  1.22206  1.22136  1.22153   251.0      16     1.35619     1.35667    1.35547      1.35587          61.0            19     0.77660     0.77665    0.77657      0.77660          37.0            18
2021-01-08 22:59:00  1.22154  1.22193  1.22133  1.22186   172.0      29     1.35588     1.35619    1.35587      1.35619          18.0           108     0.77661     0.77661    0.77639      0.77647           8.0            19

Short History multiple symbol merged DataFrame

from ejtraderMT import Metatrader


api = Metatrader()

symbol = "EURUSD"
symbols = [symbol,"GBPUSD","AUDUSD"]
timeframe = "M1"


data = api.ShorthistoryMultiDataFrame(symbol,symbols,timeframe,10)


print(data)

 open     high      low    close  volume  spread  OPENGBPUSD  HIGHGBPUSD  LOWGBPUSD  CLOSEGBPUSD  VOLUMEGBPUSD  SPREADGBPUSD  OPENAUDUSD  HIGHAUDUSD  LOWAUDUSD  CLOSEAUDUSD  VOLUMEAUDUSD  SPREADAUDUSD
date
2021-02-24 16:04:00  1.21274  1.21274  1.21210  1.21219   161.0       5     1.41160     1.41161    1.41106      1.41109          90.0             8     0.79088     0.79088    0.79054      0.79062         115.0             6
2021-02-24 16:05:00  1.21218  1.21228  1.21207  1.21227   166.0       5     1.41108     1.41133    1.41072      1.41095         134.0             8     0.79061     0.79086    0.79042      0.79058         176.0             6
2021-02-24 16:06:00  1.21227  1.21244  1.21221  1.21228   159.0       5     1.41098     1.41123    1.41083      1.41095         139.0             8     0.79056     0.79088    0.79053      0.79061         148.0             6
2021-02-24 16:07:00  1.21228  1.21239  1.21208  1.21215   140.0       5     1.41096     1.41117    1.41078      1.41083         119.0             8     0.79062     0.79078    0.79041      0.79042         137.0             6
2021-02-24 16:08:00  1.21214  1.21237  1.21210  1.21217   149.0       5     1.41083     1.41100    1.41032      1.41032         132.0             8     0.79042     0.79044    0.79021      0.79021         159.0             6
...                      ...      ...      ...      ...     ...     ...         ...         ...        ...          ...           ...           ...         ...         ...        ...          ...           ...           ...
2021-02-24 23:59:00  1.21627  1.21654  1.21626  1.21644    23.0      18     1.41422     1.41435    1.41394      1.41400          63.0            11     0.79632     0.79639    0.79619      0.79623          64.0            16
2021-02-25 00:00:00  1.21652  1.21676  1.21639  1.21666   140.0       5     1.41402     1.41436    1.41397      1.41401          74.0             8     0.79631     0.79649    0.79629      0.79633         113.0             6
2021-02-25 00:01:00  1.21666  1.21669  1.21650  1.21656   287.0       5     1.41404     1.41409    1.41393      1.41408          35.0            13     0.79634     0.79649    0.79631      0.79646          66.0             6
2021-02-25 00:02:00  1.21656  1.21668  1.21652  1.21663   108.0       5     1.41408     1.41408    1.41397      1.41398          24.0            13     0.79646     0.79653    0.79645      0.79649          38.0             7
2021-02-25 00:03:00  1.21663  1.21663  1.21640  1.21650    39.0       5     1.41400     1.41400    1.41398      1.41400           3.0            19     0.79648     0.79648    0.79637      0.79641          17.0            10

history dictionary "array"

Short History from Date to Date dict

symbol = "EURUSD"
timeframe = "M1"


history = mt.Shorthistory(symbol,timeframe,10)
print(history)

History fromDate toDate dict

symbol = "EURUSD"
timeframe = "M1"
fromDate = "24/02/2021"
toDate = "24/02/2021"

history = mt.history(symbol,timeframe,fromDate,toDate)
print(history)

Live data and streaming events

from ejtraderMT import Metatrader
from threading import Thread




api = Metatrader()

symbols = ["EURUSD","GBPUSD","AUDUSD"]
timeframe = "TICK"


# Live data stream subscribe
api.live(symbols,timeframe)




def price():
    connect = api.livePrice
    while True:
        price = connect.recv_json()
        print(price)


def event():
    connect = api.liveEvent
    while True:
        event = connect.recv_json()
        print(event)




t = Thread(target=price, daemon=True)
t.start()

t = Thread(target=event, daemon=True)
t.start()




while True:
    pass

Future add comming soon

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3.17

Jun 16, 2023

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Feb 25, 2021

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Feb 25, 2021

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Feb 24, 2021

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ejtraderMT 1.0.3

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Project description

Python Metatrader DataFrame API

Installation

import

Connect to expert to Metatrader 5

Account information

You can create market or pending order with the commands.

Market Orders

Limit Orders

Stop Orders

Positions & Manipulation

Orders & Manipulation

Modify possition

Modify order

close by symbol

close particial

If you want to cancel all Orders

if you want to close all positions

History Dataframe Ready

History from Date to Date Dataframe

Short History Dataframe

History multiple symbol merged DataFrame

Short History multiple symbol merged DataFrame

history dictionary "array"

Short History from Date to Date dict

History fromDate toDate dict

Live data and streaming events

Future add comming soon

Project details

Verified details

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Unverified details

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Meta

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Release history Release notifications | RSS feed

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Source Distribution

Built Distribution

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