def fromAdmin(self, message, sessionID):
if self.verbose:
print(f'[fromAdmin] {sessionID} | {read_FIX_message(message)}')
log(self.logger,
f'[fromAdmin] {sessionID} | {read_FIX_message(message)}')
msgType = fix.MsgType()
message.getHeader().getField(msgType)
base_str = self._server_str + ' ' + sessionID.toString() + ' | '
if msgType.getValue() == fix.MsgType_Heartbeat:
if self.verbose:
print(base_str + 'Heartbeat, right back at ya!')
elif msgType.getValue() == fix.MsgType_Logon:
print(base_str + 'Hello there, good to have you back!')
elif msgType.getValue() == fix.MsgType_Logout:
print(base_str + 'Logout. See you later!')
elif self.verbose:
print(f'[fromAdmin] {sessionID} | {read_FIX_message(message)}')
if msgType.getValue() != fix.MsgType_SequenceReset:
print('unknown message type: ', msgType)
def fromApp(self, message, sessionID):
if self.verbose:
print(f'[fromApp] {sessionID} | {read_FIX_message(message)}')
log(self.logger,
f'[fromApp] {sessionID} | {read_FIX_message(message)}')
# Get incoming message Type
msgType = fix.MsgType()
message.getHeader().getField(msgType)
msgType = msgType.getValue()
# Get timestamp (tag 52)
sending_time = extract_message_field_value(fix.SendingTime(), message,
'datetime')
# print('sending_time:', sending_time)
########## Quote messages ##########
if msgType == fix.MsgType_MassQuote:
self.parse_MassQuote(message, sending_time)
elif msgType == fix.MsgType_MarketDataSnapshotFullRefresh:
self.parse_MarketDataSnapshotFullRefresh(message, sending_time)
# 3) Process MarketDataSnapshot_IncrementalRefresh message
elif msgType == fix.MsgType_MarketDataIncrementalRefresh:
print(self._server_str + ' {MD} INCREMENTAL REFRESH!')
########## Trade messages ##########
elif msgType == fix.MsgType_ExecutionReport:
self.parse_ExecutionReport(message, sending_time)
elif msgType == fix.MsgType_OrderCancelReject:
# An OrderCancelReject will be sent as an answer to an OrderCancelRequest, which cannot be executed.
# Not much to do here as our order dict would stay the same.
# If it was canceled successfully, we should get an execution report.
ClOrdID = extract_message_field_value(fix.ClOrdID(), message,
'int')
print(
f'[fromApp] Order Cancel Request Rejected for order: {ClOrdID}'
)
elif msgType == fix.MsgType_MarketDataRequestReject:
text = extract_message_field_value(fix.Text(), message, 'str')
print(f'[fromApp] Market Data Request Reject with message: {text}')
elif self.verbose:
print(f'[fromApp] {sessionID} | {read_FIX_message(message)}')
print('unknown message type: ', msgType)
def toAdmin(self, message, sessionID):
if self.verbose:
print(f'[toAdmin] {sessionID} | {read_FIX_message(message)}')
log(self.logger,
f'[toAdmin] {sessionID} | {read_FIX_message(message)}')
msgType = fix.MsgType()
message.getHeader().getField(msgType)
base_str = self._client_str + ' ' + sessionID.toString() + ' | '
if msgType.getValue() == fix.MsgType_Logon:
print(self._client_str + 'Sending LOGON Request')
# set login credentials
username = self.settings.get(sessionID).getString('Username')
password = self.settings.get(sessionID).getString('Password')
message.setField(fix.Username(username))
message.setField(fix.Password(password))
elif msgType.getValue() == fix.MsgType_Logout:
print(self._client_str + 'Sending LOGOUT Request')
elif (msgType.getValue() == fix.MsgType_Heartbeat):
if self.verbose:
print(self._client_str + 'Heartbeat!')
else:
print(f'[toAdmin] {sessionID} | {read_FIX_message(message)}')
def _update_asset(self, date_time, _symbol, depth, bid, ask, bid_size, ask_size):
"""
Check all fields and update data accordingly. Not all will
be present in every message.
"""
if depth is None or _symbol != self.symbol:
return
new_tob_bid, new_tob_ask = False, False
# replace with current value if there is no update
if bid is not None:
if depth < self._lowest_bid_depth or self._lowest_bid_depth == -1:
self._lowest_bid_depth = depth
self.BID[depth] = bid
if depth == self._lowest_bid_depth:
self.BID_TOB = bid
new_tob_bid = True
if ask is not None:
if depth < self._lowest_ask_depth or self._lowest_ask_depth == -1:
self._lowest_ask_depth = depth
self.ASK[depth] = ask
if depth == self._lowest_bid_depth:
self.ASK_TOB = ask
new_tob_ask = True
if bid_size is not None:
self.BID_SIZE[depth] = bid_size
if ask_size is not None:
self.ASK_SIZE[depth] = ask_size
# only save complete ticks
if self.BID[depth] is None or self.ASK[depth] is None or self.BID_SIZE[depth] is None or self.ASK_SIZE[depth] is None:
return
if self.store_all_ticks:
try:
self.HISTORY.append({'date_time': date_time, 'depth': depth, 'bid':
self.BID[depth], 'ask': self.ASK[depth],
'bid_size': self.BID_SIZE[depth],
'ask_size': self.ASK_SIZE[depth]})
log(self.history_logger, '{},{},{},{},{},{}'.format(date_time, depth,
self.BID[depth], self.ASK[depth],
self.BID_SIZE[depth],
self.ASK_SIZE[depth]))
if new_tob_bid or new_tob_ask:
self.HISTORY_TOB.append({'date_time': date_time,
'bid': self.BID_TOB,
'ask': self.ASK_TOB})
log(self.history_tob_logger, '{},{},{}'.format(date_time, self.BID_TOB, self.ASK_TOB))
except KeyError:
pass
def onCreate(self, sessionID):
if self.settings.get(sessionID).getString(
'SessionQualifier') == 'Quote':
print('SessionQualifier=Quote, sessionID=' + sessionID.toString())
self.sender.set_sessionID_Quote(sessionID)
elif self.settings.get(sessionID).getString(
'SessionQualifier') == 'Trade':
print('SessionQualifier=Trade, sessionID=' + sessionID.toString())
self.sender.set_sessionID_Trade(sessionID)
self.sender.set_account(
self.settings.get(sessionID).getString('Account'))
log(self.logger,
f'Session created with sessionID = {sessionID.toString()}.')
def __init__(self, _symbol, store_all_ticks=True, save_history_to_files=True):
self.symbol = _symbol
self.save_history_to_files = save_history_to_files
self.store_all_ticks = store_all_ticks
# current bid/ask values depending on depth. top of book is self.BID[0].
self.BID = {}
self.ASK = {}
self.BID_SIZE = {}
self.ASK_SIZE = {}
self.BID_TOB = 0
self.ASK_TOB = 0
self._lowest_bid_depth = -1
self._lowest_ask_depth = -1
self.HISTORY_DIR = 'history'
Path(self.HISTORY_DIR).mkdir(parents=True, exist_ok=True)
self.HISTORY_FILE = f"{self.symbol.replace('/', '')}.log"
self.HISTORY_FILE_TOB = f"{self.symbol.replace('/', '')}_TOB.log"
self.history_logger = setup_logger('history_logger',
join(self.HISTORY_DIR, self.HISTORY_FILE),
'%(message)s',
level=logging.INFO)
self.history_tob_logger = setup_logger('history_tob_logger',
join(self.HISTORY_DIR, self.HISTORY_FILE_TOB),
'%(message)s',
level=logging.INFO)
log(self.history_logger, 'date_time,depth,bid,ask,bid_size,ask_size')
log(self.history_tob_logger, 'date_time,bid,ask')
self.HISTORY = []
self.HISTORY_TOB = []
def parse_ExecutionReport(self, message, sending_time):
# Extract fields from the message here and pass to an upper layer
if self.verbose:
print('[fromApp] Execution Report received!')
print(f'[fromApp] {read_FIX_message(message)}')
# Tag 11 (client order ID, the one we sent)
# must be the same type (int) as in open_orders.
ClOrdID = extract_message_field_value(fix.ClOrdID(), message, 'int')
# print('ClOrdID:', ClOrdID)
# Tag 15
# _Currency = extract_message_field_value(fix.Currency(), message)
# print('_Currency:', _Currency)
# Tag 17
# _ExecID = extract_message_field_value(fix.ExecID(), message)
# print('_ExecID:', _ExecID)
# Tag 37
# _OrderID = extract_message_field_value(fix.OrderID(), message)
# print('_OrderID:', _OrderID)
# Tag 39 OrderStatus: 0 = New, 1 = Partially filled, 2 = Filled, 3 = Done for day, 4 = Canceled,
# 6 = Pending Cancel (e.g. result of Order Cancel Request <F>), 7 = Stopped,
# 8 = Rejected, 9 = Suspended, A = Pending New, B = Calculated, C = Expired,
# D = Accepted for bidding, E = Pending Replace (e.g. result of Order Cancel/Replace Request <G>)
# maybe also check 3=Done for day, 7=Stopped, 9=Suspended, B=Calculated and C=Expired, but it seems that Stopped means it can still be filled?
# https://www.onixs.biz/fix-dictionary/4.4/tagNum_39.html
ordStatus = extract_message_field_value(fix.OrdStatus(), message,
'str')
# print('ordStatus:', ordStatus)
# Tag 150 Execution type
# 0 = New, 4 = Canceled, F = Trade (partial fill or fill), I = Order Status, ...
_ExecType = extract_message_field_value(fix.ExecType(), message)
# print('_ExecType:', _ExecType)
# if the exection report is a response to an OrderStatusRequest,
# fields other than OrdStatus might not be set.
if _ExecType == 'I':
if ClOrdID in self.open_orders.keys():
self.open_orders[ClOrdID].status = ordStatus
else:
print(f'Order {ClOrdID} not found! Order status: {ordStatus}')
return
# Tag 40 OrderType: 1 = Market, 2 = Limit, 3 = Stop
ordType = extract_message_field_value(fix.OrdType(), message, 'str')
# print('ordType:', ordType)
# Tag 44
price = extract_message_field_value(fix.Price(), message, 'float')
# print('price:', price)
# Tag 54
side = extract_message_field_value(fix.Side(), message, 'str')
# print('side:', side)
# Tag 55
symbol = extract_message_field_value(fix.Symbol(), message, 'str')
# print('symbol:', symbol)
# canceled or rejected: here a few fields are not defined, which would
# prevent further parsing of the message. therefore, exiting earlier.
# https://www.onixs.biz/fix-dictionary/4.4/tagNum_39.html
# tags not defined: 60, 18, 100
# [fromApp] 8=FIX.4.4, 9=164, 35=8, 34=33, 49=XCD17, 52=20201020-10:04:25.518,
# 56=T008, 11=51515, 14=0.0, 17=0, 37=0, 38=1000, 39=8, 40=2, 44=1.17, 54=1,
# 55=EUR/USD, 58=reject: duplicate clOrdID, 150=8, 151=0.0, 10=073
if ordStatus == '4' or ordStatus == '6' or ordStatus == '8':
action = 'canceled'
if ordStatus == '8':
action = 'rejected'
if ClOrdID in self.open_orders.keys(
): # the report might be sent after restarting the FIX algo.
if ordStatus == '4' or ordStatus == '6':
if self.verbose:
print(f'Order {action}: {self.open_orders[ClOrdID]}')
if ordStatus == '8':
if self.verbose:
print(f'Order {action}: {self.open_orders[ClOrdID]}')
del self.open_orders[ClOrdID]
elif self.verbose:
print(f'Order {action}, but not found in open_orders.')
report = execution_report(ClOrdID, symbol, side, price, ordType,
ordStatus, 0, 0, 0, 0)
self.execution_history.append(report)
if self.verbose:
print(report)
transactTime = datetime_to_str(datetime.datetime.utcnow())
log(
self.execution_logger,
'{},{},{},{},{},{},{},{},{},{},{}'.format(
transactTime, ClOrdID, symbol, side, price, ordType,
ordStatus, 0, 0, 0, 0))
if self.read_positions_from_file:
self.save_positions_to_file()
self.lock.acquire()
self.tick_processor.on_execution_report(report, self)
self.lock.release()
return
# Tag 60 (how to make it a datetime object?)
# here without extract_message_field_value() because we want to call getString() and not getValue().
transactTime = fix.TransactTime()
message.getField(transactTime)
transactTime = transactTime.getString()
# print('transactTime:', transactTime)
# Tag 18
orderQty = extract_message_field_value(fix.OrderQty(), message, 'int')
# print('orderQty:', orderQty)
# Tag 110
minQty = extract_message_field_value(fix.MinQty(), message, 'int')
# print('minQty:', minQty)
# Tag 14 CumQty: Total quantity filled.
cumQty = extract_message_field_value(fix.CumQty(), message, 'int')
# print('cumQty:', cumQty)
# Tag 151 LeavesQty: Quantity open for further execution. 0 if 'Canceled', 'DoneForTheDay',
# 'Expired', 'Calculated', or' Rejected', else LeavesQty <151> = OrderQty <38> - CumQty <14>.
leavesQty = extract_message_field_value(fix.LeavesQty(), message,
'int')
# print('leavesQty:', leavesQty)
if not ClOrdID in self.open_orders.keys():
log(self.execution_logger,
f'[ERROR] ClOrdID {ClOrdID} not found in open_orders:', True)
for o in self.open_orders:
log(self.execution_logger, o)
report = execution_report(ClOrdID, symbol, side, price, ordType,
ordStatus, orderQty, minQty, cumQty,
leavesQty)
self.execution_history.append(report)
print(report)
# maybe better exit if the ID was not found?
# but it could happen on the start of a session with PersistMessages=Y.
return
self.open_orders[ClOrdID].status = ordStatus
if ordStatus == '0': # new
self.open_orders[ClOrdID].openTime = transactTime
elif ordStatus == '1' and leavesQty > 0: # partially filled
if leavesQty == 0:
if ClOrdID in self.open_orders.keys():
del self.open_orders[ClOrdID]
else:
self.open_orders[ClOrdID].leaves_quantity = leavesQty
# orderQty is the ordered quantity, cumQty the one filled.
self.add_position(symbol, side, cumQty)
# for consistency check. canceled quantity is orderQty-cumQty.
self.add_canceled_quantity(symbol, side, orderQty - cumQty)
elif ordStatus == '2': # filled
if ClOrdID in self.open_orders.keys():
del self.open_orders[ClOrdID]
self.add_position(symbol, side, cumQty)
# if there was a partial fill before, a following canceled order can have a non-zero cumQty.
elif ordStatus == '3':
if ClOrdID in self.open_orders.keys():
del self.open_orders[ClOrdID]
report = execution_report(ClOrdID, symbol, side, price, ordType,
ordStatus, orderQty, minQty, cumQty,
leavesQty)
self.execution_history.append(report)
if self.verbose:
print(report)
log(
self.execution_logger, '{},{},{},{},{},{},{},{},{},{},{}'.format(
transactTime, ClOrdID, symbol, side, price, ordType, ordStatus,
orderQty, minQty, cumQty, leavesQty))
if self.read_positions_from_file:
self.save_positions_to_file()
self.lock.acquire()
self.tick_processor.on_execution_report(report, self)
self.lock.release()
def __init__(
self,
settings,
tick_processor,
read_positions_from_file=False, # to load positions after restart
store_all_ticks=True,
save_history_to_files=True,
verbose=True,
message_log_file='messages.log',
execution_history_file='execution_history.log',
client_str='[CLIENT (FIX API v4.4)] ',
server_str='[SERVER (FIX API v4.4)] '):
super().__init__()
self.store_all_ticks = store_all_ticks
self.save_history_to_files = save_history_to_files
self.verbose = verbose
self._position_file = 'positions.json'
self._order_file = 'orders.json'
self.execution_history_file = execution_history_file
self.connected = False
self._ID_Incrementor = 0
self.ClOrdID_Incrementor = 0
self.settings = settings
self.tick_processor = tick_processor
self.lock = Lock()
self.sender = sender(
self
) # passing self here so that we can call app functions from there.
self.logger = None
if len(message_log_file) > 0:
self.logger = setup_logger('message_logger',
message_log_file,
'%(asctime)s %(levelname)s %(message)s',
level=logging.INFO)
self.execution_logger = None
if len(execution_history_file) > 0:
self.execution_logger = setup_logger('execution_logger',
execution_history_file,
'%(message)s',
level=logging.INFO)
log(
self.execution_logger,
'transactTime,ClOrdID,Symbol,Side,Price,OrdType,OrdStatus,OrderQty,MinQty,CumQty,LeavesQty'
)
self._client_str = client_str
self._server_str = server_str
# Unique identifier for Market Data Request <V>
self._id_to_symbol = {} # format: '0': 'EURUSD'
# Dictionary to hold Asset Histories
self.history_dict = {} # format: 'EURUSD': History
# Dictionary to hold open orders
self.open_orders = {} # format: ClOrdID: Order
self.open_net_positions = {} # format: 'EURUSD': 0.0
self.canceled_net_quantity = {} # format: 'EURUSD': 0.0
self.execution_history = []
self.read_positions_from_file = read_positions_from_file
if self.read_positions_from_file:
self.load_positions_from_file()
def toApp(self, message, sessionID):
if self.verbose:
print(f'[toApp] {sessionID} | {read_FIX_message(message)}')
log(self.logger, f'[toApp] {sessionID} | {read_FIX_message(message)}')
def onMessage(self, message, sessionID):
if self.verbose:
print('[onMessage] {}'.format(read_FIX_message(message)))
log(self.logger, f'Message = {read_FIX_message(message)}.')
def onLogout(self, sessionID):
self.connected = False
log(self.logger, 'Logout.')
print(self._client_str + ' ' + sessionID.toString() +
' | Logout Successful')
def onLogon(self, sessionID):
self.connected = True
log(self.logger, 'Logon.')
print(self._client_str + ' ' + sessionID.toString() +
' | Login Successful')
