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catalyst/zipline/finance/order.py
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7.7 KiB
Python

#
# Copyright 2016 Quantopian, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import math
import uuid
from six import text_type
import zipline.protocol as zp
from zipline.assets import Asset
from zipline.utils.enum import enum
ORDER_STATUS = enum(
'OPEN',
'FILLED',
'CANCELLED',
'REJECTED',
'HELD',
)
SELL = 1 << 0
BUY = 1 << 1
STOP = 1 << 2
LIMIT = 1 << 3
ORDER_FIELDS_TO_IGNORE = {'type', 'direction', '_status'}
class Order(object):
# using __slots__ to save on memory usage. Simulations can create many
# Order objects and we keep them all in memory, so it's worthwhile trying
# to cut down on the memory footprint of this object.
__slots__ = ["id", "dt", "reason", "created", "sid", "amount", "filled",
"commission", "_status", "stop", "limit", "stop_reached",
"limit_reached", "direction", "type", "broker_order_id"]
def __init__(self, dt, sid, amount, stop=None, limit=None, filled=0,
commission=0, id=None):
"""
@dt - datetime.datetime that the order was placed
@sid - asset for the order. called sid for historical reasons.
@amount - the number of shares to buy/sell
a positive sign indicates a buy
a negative sign indicates a sell
@filled - how many shares of the order have been filled so far
"""
assert isinstance(sid, Asset)
# get a string representation of the uuid.
self.id = id or self.make_id()
self.dt = dt
self.reason = None
self.created = dt
self.sid = sid
self.amount = amount
self.filled = filled
self.commission = commission
self._status = ORDER_STATUS.OPEN
self.stop = stop
self.limit = limit
self.stop_reached = False
self.limit_reached = False
self.direction = math.copysign(1, self.amount)
self.type = zp.DATASOURCE_TYPE.ORDER
self.broker_order_id = None
def make_id(self):
return uuid.uuid4().hex
def to_dict(self):
dct = {name: getattr(self, name)
for name in self.__slots__
if name not in ORDER_FIELDS_TO_IGNORE}
if self.broker_order_id is None:
del dct['broker_order_id']
dct['status'] = self.status
return dct
def to_api_obj(self):
pydict = self.to_dict()
obj = zp.Order(initial_values=pydict)
return obj
def check_triggers(self, price, dt):
"""
Update internal state based on price triggers and the
trade event's price.
"""
stop_reached, limit_reached, sl_stop_reached = \
self.check_order_triggers(price)
if (stop_reached, limit_reached) \
!= (self.stop_reached, self.limit_reached):
self.dt = dt
self.stop_reached = stop_reached
self.limit_reached = limit_reached
if sl_stop_reached:
# Change the STOP LIMIT order into a LIMIT order
self.stop = None
def check_order_triggers(self, current_price):
"""
Given an order and a trade event, return a tuple of
(stop_reached, limit_reached).
For market orders, will return (False, False).
For stop orders, limit_reached will always be False.
For limit orders, stop_reached will always be False.
For stop limit orders a Boolean is returned to flag
that the stop has been reached.
Orders that have been triggered already (price targets reached),
the order's current values are returned.
"""
if self.triggered:
return (self.stop_reached, self.limit_reached, False)
stop_reached = False
limit_reached = False
sl_stop_reached = False
order_type = 0
if self.amount > 0:
order_type |= BUY
else:
order_type |= SELL
if self.stop is not None:
order_type |= STOP
if self.limit is not None:
order_type |= LIMIT
if order_type == BUY | STOP | LIMIT:
if current_price >= self.stop:
sl_stop_reached = True
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | STOP | LIMIT:
if current_price <= self.stop:
sl_stop_reached = True
if current_price >= self.limit:
limit_reached = True
elif order_type == BUY | STOP:
if current_price >= self.stop:
stop_reached = True
elif order_type == SELL | STOP:
if current_price <= self.stop:
stop_reached = True
elif order_type == BUY | LIMIT:
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | LIMIT:
# This is a SELL LIMIT order
if current_price >= self.limit:
limit_reached = True
return (stop_reached, limit_reached, sl_stop_reached)
def handle_split(self, ratio):
# update the amount, limit_price, and stop_price
# by the split's ratio
# info here: http://finra.complinet.com/en/display/display_plain.html?
# rbid=2403&element_id=8950&record_id=12208&print=1
# new_share_amount = old_share_amount / ratio
# new_price = old_price * ratio
self.amount = int(self.amount / ratio)
if self.limit is not None:
self.limit = round(self.limit * ratio, 2)
if self.stop is not None:
self.stop = round(self.stop * ratio, 2)
@property
def status(self):
if not self.open_amount:
return ORDER_STATUS.FILLED
elif self._status == ORDER_STATUS.HELD and self.filled:
return ORDER_STATUS.OPEN
else:
return self._status
@status.setter
def status(self, status):
self._status = status
def cancel(self):
self.status = ORDER_STATUS.CANCELLED
def reject(self, reason=''):
self.status = ORDER_STATUS.REJECTED
self.reason = reason
def hold(self, reason=''):
self.status = ORDER_STATUS.HELD
self.reason = reason
@property
def open(self):
return self.status in [ORDER_STATUS.OPEN, ORDER_STATUS.HELD]
@property
def asset(self):
"""
Convenience accessor to hide away a historical API that we'd like to
change at some point.
"""
return self.sid
@property
def triggered(self):
"""
For a market order, True.
For a stop order, True IFF stop_reached.
For a limit order, True IFF limit_reached.
"""
if self.stop is not None and not self.stop_reached:
return False
if self.limit is not None and not self.limit_reached:
return False
return True
@property
def open_amount(self):
return self.amount - self.filled
def __repr__(self):
"""
String representation for this object.
"""
return "Order(%s)" % self.to_dict().__repr__()
def __unicode__(self):
"""
Unicode representation for this object.
"""
return text_type(repr(self))