def main():
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_i_d = args.session
str_pin = args.pin
date_from = args.datefrom
date_to = args.dateto
with ForexConnect() as fx:
try:
fx.login(str_user_id, str_password, str_url, str_connection,
str_session_i_d, str_pin,
common_samples.session_status_changed)
get_reports(fx, date_from, date_to)
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
with ForexConnect() as fx:
try:
fx.login("D261153925",
"384",
"fxcorporate.com/Hosts.jsp",
"Demo",
session_status_callback=session_status_changed)
history = fx.get_history(
"EUR/USD", "H1",
datetime.datetime.strptime(
"07.01.2019 21:21:21",
'%m.%d.%Y %H:%M:%S').replace(tzinfo=datetime.timezone.utc),
datetime.datetime.strptime(
"07.31.2019 21:21:21",
'%m.%d.%Y %H:%M:%S').replace(tzinfo=datetime.timezone.utc))
print("Date, BidOpen, BidHigh, BidLow, BidClose, Volume")
for row in history:
print("{0:s}, {1:,.5f}, {2:,.5f}, {3:,.5f}, {4:,.5f}, {5:d}".
format(
pd.to_datetime(str(
row['Date'])).strftime('%m.%d.%Y %H:%M:%S'),
row['BidOpen'], row['BidHigh'], row['BidLow'],
row['BidClose'], row['Volume']))
except Exception as e:
print("Exception: " + str(e))
try:
fx.logout()
except Exception as e:
print("Exception: " + str(e))
def main():
args = parse_args()
str_user_i_d = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
with ForexConnect() as fx:
try:
fx.login(str_user_i_d, str_password, str_url,
str_connection, str_session_id, str_pin,
common_samples.session_status_changed)
print("")
print("Accounts:")
accounts_response_reader = fx.get_table_reader(fx.ACCOUNTS)
for account in accounts_response_reader:
print("{0:s}".format(account.account_id))
print("")
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
global delimiter
global datetime_separator
global format_decimal_places
global timezone
args = parse_args()
config_file = args.config
str_password = args.p
str_user_id, str_url, str_connection, str_session_id, str_pin, delimiter, output_dir, \
datetime_separator, format_decimal_places, timezone, data = parse_xml(config_file)
with ForexConnect() as fx:
try:
print("Connecting to: user id:"+str_user_id+", url:"+str_url+", Connection:"+str_connection)
try:
fx.login(str_user_id, str_password, str_url,
str_connection, str_session_id, str_pin,
common_samples.session_status_changed)
except Exception as e:
print("Exception: " + str(e))
raise Exception(
"Login failed. Invalid parameters")
lhc = []
for param in data:
offer = Common.get_offer(fx, param[0])
check_params(param[0], param[1], offer)
tf = ForexConnect.get_timeframe(fx, param[1])
if not tf:
raise Exception(
"The timeframe '{0}' is not valid".format(param[1]))
lhc, nd_array_history = set_init_history(fx, lhc, param[0], param[1], param[2], param[3],
str_user_id, str_password, str_url, str_connection)
time_difference = get_time_difference(timezone)
save_old_history(param[0], param[2], param[4], nd_array_history, time_difference, datetime_separator)
print("Old history saved to "+param[2])
while True:
time.sleep(60)
except Exception as e:
common_samples.print_exception(e)
try:
fx.set_session_status_listener(session_status_changed(fx, None, None, str_user_id, str_password,
str_url, str_connection, False))
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
global profit_level
global loss_level
global str_account
global instrument
args = parse_args()
user_id = args.l
password = args.p
str_url = args.u
connection = args.c
session_id = args.session
pin = args.pin
instrument = args.i
str_account = args.account
profit_level = args.Profit_Level
loss_level = args.Loss_Level
if not profit_level and not loss_level:
print("Profit and/or loss level must be specified")
return
with ForexConnect() as fx:
fx.login(user_id, password, str_url, connection, session_id, pin,
common_samples.session_status_changed)
account = Common.get_account(fx, str_account)
table_manager = fx.table_manager
if not account:
raise Exception("The account '{0}' is not valid".format(account))
else:
str_account = account.account_id
print("AccountID='{0}'".format(str_account))
offer = Common.get_offer(fx, instrument)
if not offer:
raise Exception(
"The instrument '{0}' is not valid".format(instrument))
check_trades(fx, table_manager)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_instrument = args.i
str_timeframe = args.timeframe
quotes_count = args.quotescount
date_from = args.datefrom
date_to = args.dateto
with ForexConnect() as fx:
try:
fx.login(str_user_id, str_password, str_url,
str_connection, str_session_id, str_pin,
common_samples.session_status_changed)
print("")
print("Requesting a price history...")
history = fx.get_history(str_instrument, str_timeframe, date_from, date_to, quotes_count)
current_unit, _ = ForexConnect.parse_timeframe(str_timeframe)
date_format = '%m.%d.%Y %H:%M:%S'
if current_unit == fxcorepy.O2GTimeFrameUnit.TICK:
print("Date, Bid, Ask")
print(history.dtype.names)
for row in history:
print("{0:s}, {1:,.5f}, {2:,.5f}".format(
pd.to_datetime(str(row['Date'])).strftime(date_format), row['Bid'], row['Ask']))
else:
print("Date, BidOpen, BidHigh, BidLow, BidClose, Volume")
for row in history:
print("{0:s}, {1:,.5f}, {2:,.5f}, {3:,.5f}, {4:,.5f}, {5:d}".format(
pd.to_datetime(str(row['Date'])).strftime(date_format), row['BidOpen'], row['BidHigh'],
row['BidLow'], row['BidClose'], row['Volume']))
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
with ForexConnect() as fx:
try:
#fxcorporate.com/Hosts.jsp
#http://www.fxcorporate.com/Hosts.jsp
fx.login(user_id,
password,
"fxcorporate.com/Hosts.jsp",
"demo",
session_status_callback=session_status_changed)
print("Exception: " + str(e))
# TBD: your ForexConnect API logic here.
except Exception as e:
print("Exception: " + str(e))
try:
fx.logout()
except Exception as e:
print("Exception: " + str(e))
def main():
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_instrument = args.i
str_timeframe = args.timeframe
date_from = args.datefrom
str_account = args.account
str_lots = args.lots
orders_count = args.orderscount
short_periods = args.shortperiods
long_periods = args.longperiods
print("")
with ForexConnect() as fx:
try:
fx.login(str_user_id, str_password, str_url, str_connection,
str_session_id, str_pin,
common_samples.session_status_changed)
current_unit, _ = ForexConnect.parse_timeframe(str_timeframe)
if current_unit == fxcorepy.O2GTimeFrameUnit.TICK:
# we can't from candles from the t1 time frame
raise Exception("Do NOT use t* time frame")
live_history = LiveHistory.LiveHistoryCreator(str_timeframe)
on_bar_added_callback = on_bar_added(fx, str_account,
str_instrument, str_lots,
short_periods, long_periods)
live_history.subscribe(on_bar_added_callback)
session_status_changed_callback = session_status_changed(
fx, live_history, str_user_id, str_password, str_url,
str_connection, True)
session_status_changed_callback(fx.session,
fx.session.session_status)
fx.set_session_status_listener(session_status_changed_callback)
print("Getting history...")
history = fx.get_history(str_instrument, str_timeframe, date_from)
print("Updating history...")
live_history.history = history
# apply for current history
on_bar_added_callback(live_history.history)
print("")
while order_created_count < orders_count:
print("")
print("Waiting 1 minute...")
time.sleep(60)
print("")
print("Orders created: {0}".format(str(order_created_count)))
print("")
except Exception as e:
common_samples.print_exception(e)
try:
fx.set_session_status_listener(
session_status_changed(fx, None, str_user_id, str_password,
str_url, str_connection, False))
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
args = parse_args()
user_id = args.l
password = args.p
str_url = args.u
connection = args.c
session_id = args.session
pin = args.pin
instrument = args.i
buy_sell = args.d
lots = args.lots
str_account = args.account
with ForexConnect() as fx:
fx.login(user_id, password, str_url, connection, session_id, pin,
common_samples.session_status_changed)
account = Common.get_account(fx, str_account)
if not account:
raise Exception("The account '{0}' is not valid".format(account))
else:
str_account = account.account_id
print("AccountID='{0}'".format(str_account))
offer = Common.get_offer(fx, instrument)
if not offer:
raise Exception(
"The instrument '{0}' is not valid".format(instrument))
login_rules = fx.login_rules
trading_settings_provider = login_rules.trading_settings_provider
base_unit_size = trading_settings_provider.get_base_unit_size(
instrument, account)
amount = base_unit_size * lots
market_open = fxcorepy.Constants.Orders.TRUE_MARKET_OPEN
request = fx.create_order_request(order_type=market_open,
ACCOUNT_ID=str_account,
BUY_SELL=buy_sell,
AMOUNT=amount,
SYMBOL=offer.instrument)
if request is None:
raise Exception("Cannot create request")
orders_monitor = OrdersMonitor()
trades_monitor = TradesMonitor()
trades_table = fx.get_table(ForexConnect.TRADES)
orders_table = fx.get_table(ForexConnect.ORDERS)
trades_listener = Common.subscribe_table_updates(
trades_table, on_add_callback=trades_monitor.on_added_trade)
orders_listener = Common.subscribe_table_updates(
orders_table,
on_add_callback=orders_monitor.on_added_order,
on_delete_callback=orders_monitor.on_deleted_order,
on_change_callback=orders_monitor.on_changed_order)
try:
resp = fx.send_request(request)
order_id = resp.order_id
except Exception as e:
common_samples.print_exception(e)
trades_listener.unsubscribe()
orders_listener.unsubscribe()
else:
# Waiting for an order to appear/delete or timeout (default 30)
is_success = orders_monitor.wait(30, order_id)
trade_row = None
if is_success:
# Waiting for an trade to appear or timeout (default 30)
trade_row = trades_monitor.wait(30, order_id)
if trade_row is None:
print("Response waiting timeout expired.\n")
else:
print(
"For the order: OrderID = {0} the following positions have been opened:"
.format(order_id))
print("Trade ID: {0:s}; Amount: {1:d}; Rate: {2:.5f}".format(
trade_row.trade_id, trade_row.amount, trade_row.open_rate))
sleep(1)
trades_listener.unsubscribe()
orders_listener.unsubscribe()
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
global next_bars
global difft
global last_bar
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_instrument = args.i
str_timeframe = args.timeframe
date_from = args.datefrom
str_account = args.account
next_bars = args.nextbars
print("")
with ForexConnect() as fx:
try:
fx.login(str_user_id, str_password, str_url, str_connection,
str_session_id, str_pin,
common_samples.session_status_changed)
current_unit, current_size = ForexConnect.parse_timeframe(
str_timeframe)
difft = common_samples.convert_timeframe_to_seconds(
current_unit, current_size)
if current_unit == fxcorepy.O2GTimeFrameUnit.TICK:
# we can't from candles from the t1 time frame
raise Exception("Do NOT use t* time frame")
live_history = LiveHistory.LiveHistoryCreator(str_timeframe)
on_bar_added_callback = on_bar_added(fx, str_account,
str_instrument)
live_history.subscribe(on_bar_added_callback)
session_status_changed_callback = session_status_changed(
fx, live_history, str_user_id, str_password, str_url,
str_connection, True)
session_status_changed_callback(fx.session,
fx.session.session_status)
fx.set_session_status_listener(session_status_changed_callback)
print("Getting history...")
history = fx.get_history(str_instrument, str_timeframe, date_from)
df = pd.DataFrame(history).rename(
columns={
'BidOpen': 'Open',
'BidHigh': 'High',
'BidLow': 'Low',
'BidClose': 'Close'
}).drop(columns=['AskOpen', 'AskHigh', 'AskLow', 'AskClose'
]).set_index('Date').dropna()
y = np.where(df['Close'].shift(-1) > df['Close'], 1, -1)
for i in range(0, next_bars + 1, 1):
df['OC' + str(i)] = (df['Close'].shift(i) -
df['Close'].shift(i + 1)) * 100000
df = df[next_bars + 1:]
y = y[next_bars + 1:]
y_train = y
x_test = df[['OC0']]
x_test = x_test[len(x_test) - 1:]
live_history.history = history
on_bar_added_callback(live_history.history)
print()
print('Next ' + str(next_bars) + ' bar prediction: ')
last_complete_data_frame = live_history.history.tail(1)
dt = str(last_complete_data_frame.index.values[0])
dt = parser.parse(dt)
dt0 = dt
for i in range(1, next_bars + 1, 1):
x_train = df[['OC' + str(i)]]
cls = SVC(gamma='auto').fit(x_train, y_train)
if cls.predict(x_test)[0] > 0:
res = 'Up'
else:
res = 'Dn'
dt = dt + timedelta(0, difft)
print(str(dt) + ': ' + res)
# print(cls.predict(x_test)[0])
last_bar = dt0
while True:
time.sleep(60)
except Exception as e:
common_samples.print_exception(e)
try:
fx.set_session_status_listener(
session_status_changed(fx, None, str_user_id, str_password,
str_url, str_connection, False))
fx.logout()
except Exception as e:
common_samples.print_exception(e)
addplot=ap0,
panel_ratios=(1, 0.3, 0.3, 0.3, 0.3),
num_panels=5,
style='binance',
)
#mpf.show()
if __name__ == "__main__":
USER = "******"
PASS = "******"
URL = "http://www.fxcorporate.com/Hosts.jsp"
ENV = "demo" # or "real"
fx = ForexConnect()
fx.login(user_id=USER,
password=PASS,
url=URL,
connection=ENV,
session_status_callback=status_callback)
symlist = symbolList = [
'HKG33',
'USOil',
"NAS100",
'US30',
'SPX500',
'UK100',
'JPN225',
'XAG/USD',
'XAU/USD',
def main():
args = parse_args()
user_id = args.l
password = args.p
url = args.u
connection = args.c
session_id = args.session
pin = args.pin
instrument = args.i
timeframe = args.timeframe
quotes_count = args.quotescount
date_from = args.datefrom
date_to = args.dateto
period_ma1 = args.PeriodMA1
period_ma2 = args.PeriodMA2
period_ma3 = args.PeriodMA3
train_percent = args.TrainPercent
with ForexConnect() as fx:
fx.login(user_id, password, url, connection, session_id, pin,
common_samples.session_status_changed)
nd_array = fx.get_history(instrument, timeframe,
date_from, date_to, quotes_count)
df = pd.DataFrame(nd_array).rename(columns={'BidOpen': 'Open',
'BidHigh': 'High',
'BidLow': 'Low',
'BidClose': 'Close'
}).drop(columns=['AskOpen',
'AskHigh',
'AskLow',
'AskClose']).set_index('Date').dropna()
df['S_1'] = df['Close'].rolling(window=period_ma1).mean()
df['S_2'] = df['Close'].rolling(window=period_ma2).mean()
df['S_3'] = df['Close'].rolling(window=period_ma3).mean()
df = df.dropna()
x = df[['S_1', 'S_2', 'S_3']]
y = df['Close']
t = train_percent/100.
t = int(t * len(df))
# Train dataset
x_train = x[:t]
y_train = y[:t]
# Test dataset
x_test = x[t:]
y_test = y[t:]
linear = LinearRegression().fit(x_train, y_train)
predicted_price = linear.predict(x_test)
print('Coefficients: \n', linear.coef_)
print("Mean squared error: ", mean_squared_error(y_test, predicted_price))
r2_score = linear.score(x[t:], y[t:]) * 100
print("Variance score: {0:.2f}".format(r2_score))
fx.logout()
def main():
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_old = args.orderid
with ForexConnect() as fx:
try:
fx.login(str_user_id, str_password, str_url, str_connection, str_session_id,
str_pin, common_samples.session_status_changed)
order_id = str_old
orders_table = fx.get_table(ForexConnect.ORDERS)
orders = orders_table.get_rows_by_column_value("order_id", order_id)
order = None
for order_row in orders:
order = order_row
break
if order is None:
raise Exception("Order {0} not found".format(order_id))
request = fx.create_request({
fxcorepy.O2GRequestParamsEnum.COMMAND: fxcorepy.Constants.Commands.DELETE_ORDER,
fxcorepy.O2GRequestParamsEnum.ACCOUNT_ID: order.account_id,
fxcorepy.O2GRequestParamsEnum.ORDER_ID: str_old
})
orders_monitor = OrdersMonitor()
orders_table = fx.get_table(ForexConnect.ORDERS)
orders_listener = Common.subscribe_table_updates(orders_table, on_delete_callback=orders_monitor.on_delete_order)
try:
fx.send_request(request)
except Exception as e:
common_samples.print_exception(e)
orders_listener.unsubscribe()
else:
# Waiting for an order to delete or timeout (default 30)
is_deleted = orders_monitor.wait(30, order_id)
if not is_deleted:
print("Response waiting timeout expired.\n")
else:
print("The order has been deleted. Order ID: {0:s}".format(order_row.order_id))
sleep(1)
orders_listener.unsubscribe()
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_instrument = args.i
str_buy_sell = args.d
str_rate = args.r
str_lots = args.lots
str_account = args.account
with ForexConnect() as fx:
fx.login(str_user_id, str_password, str_url, str_connection,
str_session_id, str_pin,
common_samples.session_status_changed)
try:
account = Common.get_account(fx, str_account)
if not account:
raise Exception(
"The account '{0}' is not valid".format(str_account))
else:
str_account = account.account_id
print("AccountID='{0}'".format(str_account))
offer = Common.get_offer(fx, str_instrument)
if offer is None:
raise Exception(
"The instrument '{0}' is not valid".format(str_instrument))
login_rules = fx.login_rules
trading_settings_provider = login_rules.trading_settings_provider
base_unit_size = trading_settings_provider.get_base_unit_size(
str_instrument, account)
amount = base_unit_size * str_lots
entry = fxcorepy.Constants.Orders.ENTRY
request = fx.create_order_request(
order_type=entry,
OFFER_ID=offer.offer_id,
ACCOUNT_ID=str_account,
BUY_SELL=str_buy_sell,
AMOUNT=amount,
RATE=str_rate,
)
orders_monitor = OrdersMonitor()
orders_table = fx.get_table(ForexConnect.ORDERS)
orders_listener = Common.subscribe_table_updates(
orders_table, on_add_callback=orders_monitor.on_added_order)
try:
resp = fx.send_request(request)
order_id = resp.order_id
except Exception as e:
common_samples.print_exception(e)
orders_listener.unsubscribe()
else:
# Waiting for an order to appear or timeout (default 30)
order_row = orders_monitor.wait(30, order_id)
if order_row is None:
print("Response waiting timeout expired.\n")
else:
print(
"The order has been added. OrderID={0:s}, "
"Type={1:s}, BuySell={2:s}, Rate={3:.5f}, TimeInForce={4:s}"
.format(order_row.order_id, order_row.type,
order_row.buy_sell, order_row.rate,
order_row.time_in_force))
sleep(1)
orders_listener.unsubscribe()
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)
def main():
args = parse_args()
user_id = args.l
password = args.p
url = args.u
connection = args.c
session_id = args.session
pin = args.pin
instrument = args.i
timeframe = args.timeframe
quotes_count = args.quotescount
date_from = args.datefrom
date_to = args.dateto
prev_bars = args.prevbars
next_bars = args.nextbars
with ForexConnect() as fx:
fx.login(user_id, password, url, connection, session_id, pin,
common_samples.session_status_changed)
nd_array = fx.get_history(instrument, timeframe, date_from, date_to,
quotes_count)
df = pd.DataFrame(nd_array).rename(
columns={
'BidOpen': 'Open',
'BidHigh': 'High',
'BidLow': 'Low',
'BidClose': 'Close'
}).drop(columns=['AskOpen', 'AskHigh', 'AskLow', 'AskClose'
]).set_index('Date').dropna()
for i in range(1, prev_bars + 1, 1):
df[str(i)] = df['Close'].shift(i)
df = df.dropna()
x = df.drop(['Open', 'Close', 'Volume', 'High', 'Low'], axis=1)
y = df['Close']
length = int(len(df))
t1 = length - next_bars
t2 = t1 - prev_bars
# Train dataset
x_train = x[t2:t1]
y_train = y[t2:t1]
# Test dataset
x_test = x[t1:]
y_test = y[t1:]
linear = LinearRegression().fit(x_train, y_train)
predicted_price = linear.predict(x_test)
predicted_price = pd.DataFrame(predicted_price,
index=y_test.index,
columns=['price'])
r2_score = linear.score(x[t1:], y[t1:]) * 100
res = predicted_price['price']
print()
print("Predicted prices:")
print(list(res))
print()
print("Real prices:")
print(list(y_test))
print()
print("Mean squared error: ",
mean_squared_error(y_test, predicted_price))
print("Variance score: {0:.2f}".format(r2_score))
print()
fx.logout()
def main():
pd.options.display.float_format = '{:,.5f}'.format
pd.options.display.max_columns = 9
args = parse_args()
str_user_id = args.l
str_password = args.p
str_url = args.u
str_connection = args.c
str_session_id = args.session
str_pin = args.pin
str_instrument = args.i
str_timeframe = args.timeframe
quotes_count = args.bars
candle_open_price_mode = parse_candle_open_price_mode(args.o)
with ForexConnect() as fx:
if candle_open_price_mode is None:
raise Exception("Invalid value of the candle open price mode. Possible values are "
"'first_tick' or 'prev_close'.")
fx.login(str_user_id, str_password, str_url,
str_connection, str_session_id, str_pin,
common_samples.session_status_changed)
try:
current_unit, current_size = ForexConnect.parse_timeframe(str_timeframe)
if current_unit == fxcorepy.O2GTimeFrameUnit.TICK:
# we can't from candles from the t1 time frame
raise Exception("Do NOT use t* time frame")
print("Begins collecting live history before uploading a story")
live_history_creator = LiveHistoryCreator(str_timeframe, candle_open_price_mode=candle_open_price_mode)
offers = fx.get_table(ForexConnect.OFFERS)
table_listener = Common.subscribe_table_updates(offers, on_change_callback=on_changed(live_history_creator))
print("")
print("Loading old history...")
nd_array_history = fx.get_history(str_instrument, str_timeframe, None, None, 1, candle_open_price_mode)
print("Done")
print("Apply collected history")
live_history_creator.history = nd_array_history
print("Accumulating live history...")
sleep_times = int(quotes_count *
common_samples.convert_timeframe_to_seconds(current_unit, current_size) / 60)
if sleep_times < quotes_count:
sleep_times = quotes_count
for i in range(sleep_times):
time.sleep(60)
print("Patience...")
table_listener.unsubscribe()
print("Done")
print("")
except Exception as e:
common_samples.print_exception(e)
try:
fx.logout()
except Exception as e:
common_samples.print_exception(e)