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''
def show_data(self, str_pcontract):
(pcon, data) = self._gate.get_pcontract(str_pcontract) self.candle_widget.plot_with_plotter('candles', data) self._frame.load_data(data) self.frame.draw_widgets() return
'docstring for on_motion'
def on_pick(self, event):
six.print_('888888') six.print_(str(event.mouseevent.xdata))
'docstring for on_motion'
def on_move(self, event):
if isinstance(event.xdata, np.float64): i = (int(event.xdata) / 1) if (self.pre_x != i): six.print_(self.data.index[i]) six.print_(self.data[i]) c = ((pd.to_datetime(self.data.index[i]).strftime('%Y-%m-%d %H:%M:%S') + '\n') + 'hh') self.fig.axes[2].set_xlabel(c) self.pre_x = i
''
@classmethod def arg_to_type(cls, arg):
tdict = {'BUY': 1, 'SHORT': 2, 'COVER': 3, 'SELL': 4, 'COVER_TODAY': 5, 'SELL_TODAY': 6, 'KAI': 7, 'PING': 8, 'CANCEL': 9} if isinstance(arg, str): return tdict[arg.upper()] else: return arg
''
@classmethod def arg_to_type(cls, arg):
tdict = {'LMT': cls.LMT, 'MKT': cls.MKT} if isinstance(arg, str): return tdict[arg.upper()] else: return arg
''
@classmethod def arg_to_type(cls, arg):
tdict = {'SPEC': cls.SPEC, 'HEDG': cls.HEDG} if isinstance(arg, str): return tdict[arg.upper()] else: return arg
''
@classmethod def arg_to_type(cls, arg):
arg2type = {'LONG': cls.LONG, 'SHORT': cls.SHORT} if isinstance(arg, str): return arg2type[arg.upper()] else: return arg
'䞋䞪有效的委托ID猖号。'
@classmethod def next_order_id(cls):
cls.order_id += 1 return OrderID(cls.order_id)
'Args: new_price (float): 最新价栌。 Returns: float. 保证金占甚'
def order_margin(self, new_price):
price = (self.price if self.contract.is_stock else new_price) return (((price * self.quantity) * self._margin_ratio) * self.volume_multiple)
''
def __str__(self):
return ('%s.%s' % (self.code, self.exchange))
''
@classmethod def trading_interval(cls, contract):
pass
'Args: new_price (float): 最新价栌。 Returns: float. 盈亏数额'
def profit(self, new_price):
profit = 0 if (self.direction == Direction.LONG): profit += (((new_price - self.cost) * self.quantity) * self._volume_multiple) else: profit -= (((new_price - self.cost) * self.quantity) * self._volume_multiple) return profit
''
@property def pre_margin(self):
pass
'Args: new_price (float): 最新价栌。 Returns: float. 证金占甚/垂倌'
def position_margin(self, new_price):
return (((new_price * self.quantity) * self._margin_ratio) * self._volume_multiple)
''
def profit(self):
direction = self.open.direction if (direction == Direction.LONG): return (((self.close.price - self.open.price) * self.open.quantity) * self.open.order.volume_multiple) else: return (((self.open.price - self.close.price) * self.open.quantity) * self.open.order.volume_multiple)
':arg bool color: Enables color support. :arg string fmt: Log message format. It will be applied to the attributes dict of log records. The text between ``%(color)s`` and ``%(end_color)s`` will be colored depending on the level if color support is on. :arg dict colors: color mappings from logging level to terminal color code :arg string datefmt: Datetime format. Used for formatting ``(asctime)`` placeholder in ``prefix_fmt``. .. versionchanged:: 3.2 Added ``fmt`` and ``datefmt`` arguments.'
def __init__(self, color=True, fmt=DEFAULT_FORMAT, datefmt=DEFAULT_DATE_FORMAT, colors=DEFAULT_COLORS):
logging.Formatter.__init__(self, datefmt=datefmt) self._fmt = fmt self._colors = {} if (color and _stderr_supports_color()): fg_color = (curses.tigetstr('setaf') or curses.tigetstr('setf') or '') if ((3, 0) < sys.version_info < (3, 2, 3)): fg_color = unicode_type(fg_color, 'ascii') for (levelno, code) in six.iteritems(colors): self._colors[levelno] = unicode_type(curses.tparm(fg_color, code), 'ascii') self._normal = unicode_type(curses.tigetstr('sgr0'), 'ascii') else: self._normal = ''
''
def start(self):
self._active = True
''
def stop(self):
self._active = False
'Args: route (str): 事件名 handler (function): 回调凜数 Returns: Bool. 是吊泚册成功。'
def register(self, route, handler):
if (route not in self._routes): self._routes[route] = [handler] return True handlers = self._routes[route] if (handler not in handlers): handlers.append(handler) return True return False
''
def unregister(self, route, handler):
try: handlerList = self._routes[route] if (handler in handlerList): handlerList.remove(handler) if (not handlerList): del self._routes[route] except KeyError: return
''
@abc.abstractmethod def emit(self, event):
raise NotImplementedError
''
@abc.abstractmethod def _run(self):
raise NotImplementedError
''
def _process(self, event):
if (event.route not in self._routes): log.warning(('\xe4\xba\x8b\xe4\xbb\xb6%s \xe6\xb2\xa1\xe6\x9c\x89\xe8\xa2\xab\xe5\xa4\x84\xe7\x90\x86' % event.route)) return for handler in self._routes[event.route]: try: log.debug(('\xe5\xa4\x84\xe7\x90\x86\xe4\xba\x8b\xe4\xbb\xb6%s' % event.route)) _thread.start_new_thread(handler, (event,)) except Exception as e: log.error(e)
''
def start(self):
EventEngine.start(self) self._thrd.start()
''
def stop(self):
EventEngine.stop(self)
''
def _run(self):
while (self._active == True): try: event = self._queue.get(block=True, timeout=1) self._process(event) except queue.Empty: pass
'client or event'
def emit(self, event):
msg = Event.event_to_message(event) self._emit_event_socket.send_string(msg) return
''
def start(self):
EventEngine.start(self) self._queue_engine.start() self._thrd.start()
''
def stop(self):
EventEngine.stop(self) self._queue_engine.stop() self._context.destroy()
''
def register(self, route, handler):
if self._queue_engine.register(route, handler): self._client_recv_event_socket.setsockopt(zmq.SUBSCRIBE, Event.message_header(route))
''
def _run(self):
poller = zmq.Poller() poller.register(self._client_recv_event_socket, zmq.POLLIN) if self._is_server: poller.register(self._server_recv_event_socket, zmq.POLLIN) while self._active: socks = dict(poller.poll(1)) if ((self._client_recv_event_socket in socks) and (socks[self._client_recv_event_socket] == zmq.POLLIN)): self._run_client() if (self._is_server and (self._server_recv_event_socket in socks) and (socks[self._server_recv_event_socket] == zmq.POLLIN)): self._run_server() return
'container决定是吊是线皋安党的。 Args: container (list or Queue): 事件容噚'
def __init__(self, container=None):
if container: self._pool = container
''
@property def args(self):
return self.data['data']
'给定参数args匂步调甚RPCServer的apiname服务, 返回结果做䞺回调凜数handler的参数。 Args: apiname (str): 服务API名称。 args (dict): 给服务API的参数。 handler (function): 回调凜数。'
def call(self, apiname, args, handler):
if (not isinstance(args, dict)): raise InvalidRPCClientArguments(argtype=type(args)) assert (handler is not None) log.debug(('RPCClient [%s] sync_call: %s' % (self._name, apiname))) self.rid += 1 args['apiname'] = apiname args['rid'] = self.rid self._event_engine.emit(Event(self.EVENT_FROM_CLIENT, args)) with self._handlers_lock: self._handlers[self.rid] = handler
'给定参数args同步调甚RPCServer的apiname服务, 返回该服务的倄理结果。劂果超时返回None。 Args: apiname (str): 服务API名称。 args (dict): 给服务API的参数。 handler (function): 回调凜数。'
def sync_call(self, apiname, args={}, timeout=5):
log.debug(('RPCClient [%s] sync_call: %s' % (self._name, apiname))) if (not isinstance(args, dict)): self._timeout = 0 self._sync_ret = None raise InvalidRPCClientArguments(argtype=type(args)) self.rid += 1 args['apiname'] = apiname args['rid'] = self.rid with self._sync_call_time_lock: self._sync_call_time = datetime.now() self._timeout = timeout with self._handlers_lock: self._handlers[self.rid] = None self._event_engine.emit(Event(self.EVENT_FROM_CLIENT, args)) self._waiting_server_data() ret = self._sync_ret return ret
'Args: route (str): 服务名 handler (function): 回调凜数 Returns: Bool. 是吊泚册成功。'
def register(self, route, handler):
if (route in self._routes): return False with self._routes_lock: self._routes[route] = handler return True
''
def unregister(self, route):
with self._routes_lock: if (route in self._routes): del self._routes[route]
''
def on_init(self, ctx):
return
'逐合纊逐根k线运行'
def on_symbol(self, ctx):
return
'逐根k线运行'
def on_bar(self, ctx):
return
''
def on_exit(self, ctx):
return
'Args: scontexts (list): 策略䞊䞋文集合 dcontexts (list): 数据䞊䞋文集合 strpcon (str): 䞻合纊 i (int): 圓前profile所对应的组合玢匕'
def __init__(self, scontexts, dcontexts, strpcon, i):
self._marks = [ctx.marks for ctx in scontexts] self._blts = [ctx.blotter for ctx in scontexts] self._dcontexts = {} self._ith_comb = i self._main_pcontract = strpcon for (key, value) in six.iteritems(dcontexts): self._dcontexts[key] = value
'第j䞪策略的所有成亀明细, 默讀返回组合的成亀明细。 Args: j (int): 第j䞪策略 Returns: list. [Transaction, ..]'
def transactions(self, j=None):
if (j is not None): return self._blts[j].transactions trans = [] for blt in self._blts: trans.append(blt.transactions) return trans
'第j䞪策略的每笔亀易(䞀匀䞀平), 默讀返回组合的每笔亀易。 Args: j (int): 第j䞪策略 Returns: list. [OneDeal, ..]'
def deals(self, j=None):
' \xe4\xba\xa4\xe6\x98\x93\xe4\xbf\xa1\xe5\x8f\xb7\xe5\xaf\xb9 ' positions = {} deals = [] if (j is not None): for trans in self.transactions(j): self._update_positions(positions, deals, trans) else: for i in range(0, len(self._blts)): deals += self.deals(i) return deals
'第j䞪策略的莊号历史, 默讀返回组合的莊号历史。 Args: j (int): 第j䞪策略 Returns: list. [{\'cash\', \'commission\', \'equity\', \'datetime\'}, ..]'
def all_holdings(self, j=None):
if (j is not None): return self._blts[j].all_holdings if (len(self._blts) == 1): return self._blts[0].all_holdings holdings = copy.deepcopy(self._blts[0].all_holdings) for (i, hd) in enumerate(holdings): for blt in self._blts[1:]: rhd = blt.all_holdings[i] hd['cash'] += rhd['cash'] hd['commission'] += rhd['commission'] hd['equity'] += rhd['equity'] return holdings
'Args: j (int): 第j䞪策略 Returns: dict. {\'cash\', \'commission\', \'history_profit\', \'equity\' }'
def holding(self, j=None):
if (j is not None): return self._blts[j].holding if (len(self._blts) == 1): return self._blts[0].holding holdings = copy.deepcopy(self._blts[0].holding) for blt in self._blts[1:]: rhd = blt.holding holdings['cash'] += rhd['cash'] holdings['commission'] += rhd['commission'] holdings['equity'] += rhd['equity'] holdings['history_profit'] += rhd['history_profit'] return holdings
'返回第j䞪策略的绘囟标志集合'
def marks(self, j=None):
if (j is not None): return self._marks[j] return self._marks[0]
'返回第j䞪策略的指标, 默讀返回组合的所有指标。 Args: j (int): 第j䞪策略 strpcon (str): 呚期合纊 Returns: dict. {指标名:指标}'
def technicals(self, j=None, strpcon=None):
pcon = (strpcon if strpcon else self._main_pcontract) if (j is not None): return {v.name: v for v in self._dcontexts[pcon].technicals[self._ith_comb][j].values()} rst = {} for j in range(0, len(self._blts)): t = {v.name: v for v in self._dcontexts[pcon].technicals[self._ith_comb][j].values()} rst.update(t) return rst
'Args: strpcon (str): 呚期合纊劂\'BB.SHFE-1.Minute\' Returns: pd.DataFrame. 数据'
def data(self, strpcon=None):
if (not strpcon): strpcon = self._main_pcontract strpcon = strpcon.upper() return self._dcontexts[strpcon].raw_data
''
def _update_positions(self, current_positions, deal_positions, trans):
class PositionsDetail(object, ): ' \xe5\xbd\x93\xe5\x89\x8d\xe7\x9b\xb8\xe5\x90\x8c\xe5\x90\x88\xe7\xba\xa6\xe6\x8c\x81\xe4\xbb\x93\xe9\x9b\x86\xe5\x90\x88(\xe5\x8f\xaf\xe8\x83\xbd\xe4\xb8\x8d\xe5\x90\x8c\xe6\x97\xb6\xe9\x97\xb4\xe6\xae\xb5\xe4\xb8\x8b\xe5\x8d\x95)\xe3\x80\x82\n\n :ivar cost: \xe6\x8c\x81\xe4\xbb\x93\xe6\x88\x90\xe6\x9c\xac\xe3\x80\x82\n :ivar total: \xe6\x8c\x81\xe4\xbb\x93\xe6\x80\xbb\xe6\x95\xb0\xe3\x80\x82\n :ivar positions: \xe6\x8c\x81\xe4\xbb\x93\xe9\x9b\x86\xe5\x90\x88\xe3\x80\x82\n :vartype positions: list\n ' def __init__(self): self.total = 0 self.positions = [] self.cost = 0 assert (trans.quantity > 0) poskey = PositionKey(trans.contract, trans.direction) p = current_positions.setdefault(poskey, PositionsDetail()) if (trans.side == TradeSide.KAI): p.positions.append(trans) p.total += trans.quantity elif (trans.side == TradeSide.PING): assert ((len(p.positions) > 0) and '\xe6\x89\x80\xe5\xb9\xb3\xe5\x90\x88\xe7\xba\xa6\xe6\xb2\xa1\xe6\x9c\x89\xe6\x8c\x81\xe4\xbb\x93') left_vol = trans.quantity last_index = 0 search_index = 0 p.total -= trans.quantity if trans.contract.is_stock: for position in reversed(p.positions): if (position.datetime.date() < trans.datetime.date()): break search_index -= 1 if (search_index != 0): positions = p.positions[:search_index] left_positions = p.positions[search_index:] else: positions = p.positions for position in reversed(positions): if (position.quantity < left_vol): left_vol -= position.quantity last_index -= 1 deal_positions.append(OneDeal(position, trans, position.quantity)) elif (position.quantity == left_vol): left_vol -= position.quantity last_index -= 1 deal_positions.append(OneDeal(position, trans, position.quantity)) break else: position.quantity -= left_vol left_vol = 0 deal_positions.append(OneDeal(position, trans, left_vol)) break if ((last_index != 0) and (search_index != 0)): p.positions = (positions[0:last_index] + left_positions) elif (last_index != 0): p.positions = positions[0:last_index] assert ((left_vol == 0) or (last_index == 0))
''
@abstractmethod def update_signal(self, event):
raise NotImplementedError('Should implement update_signal()')
''
@abstractmethod def update_fill(self, event):
raise NotImplementedError('Should implement update_fill()')
'莊号历史情况最后䞀根k线倄平所有仓䜍。'
@property def all_holdings(self):
if self.positions: self._force_close() return self._all_holdings
'成亀明细最后䞀根k线倄平所有仓䜍。'
@property def transactions(self):
if self.positions: self._force_close() return self._all_transactions
''
def update_data(self, ticks, bars):
self._bars = bars
''
def update_datetime(self, dt):
if (self._datetime is None): self._datetime = dt self._start_date = dt self._init_state() elif (self._datetime.date() != dt.date()): for order in self.open_orders: if (order.side == TradeSide.PING): pos = self.positions[PositionKey(order.contract, order.direction)] pos.closable += order.quantity self.open_orders.clear() for (key, pos) in six.iteritems(self.positions): pos.closable += pos.today pos.today = 0 self._datetime = dt
''
def update_status(self, dt, at_baropen):
dh = {} dh['datetime'] = dt dh['commission'] = self.holding['commission'] pos_profit = 0.0 margin = 0.0 order_margin = 0.0 for (key, pos) in six.iteritems(self.positions): bar = self._bars[key.contract] new_price = (bar.open if at_baropen else bar.close) pos_profit += pos.profit(new_price) margin += pos.position_margin(new_price) for order in self.open_orders: assert (order.price_type == PriceType.LMT) bar = self._bars[order.contract] new_price = (bar.open if at_baropen else bar.close) if (order.side == TradeSide.KAI): order_margin += order.order_margin(new_price) dh['equity'] = (((self._capital + self.holding['history_profit']) + pos_profit) - self.holding['commission']) dh['cash'] = ((dh['equity'] - margin) - order_margin) if (dh['cash'] < 0): for key in six.iterkeys(self.positions): if (not key.contract.is_stock): raise Exception('\xe9\x9c\x80\xe8\xa6\x81\xe8\xbf\xbd\xe5\x8a\xa0\xe4\xbf\x9d\xe8\xaf\x81\xe9\x87\x91!') self.holding['cash'] = dh['cash'] self.holding['equity'] = dh['equity'] self.holding['position_profit'] = pos_profit if at_baropen: self._all_holdings.append(dh) else: self._all_holdings[(-1)] = dh
'可胜产生䞀系列order事件圚bar的匀盘时闎亀易。'
def update_signal(self, event):
assert (event.route == Event.SIGNAL) new_orders = [] for order in event.orders: errmsg = self._valid_order(order) if (errmsg == ''): order.datetime = self._datetime new_orders.append(order) if (order.side == TradeSide.KAI): self.holding['cash'] -= order.order_margin(self._bars[order.contract].open) else: logger.warn(errmsg) continue self.open_orders.update(new_orders) self._all_orders.extend(new_orders) for order in new_orders: self.api.order(copy.deepcopy(order)) for order in new_orders: if (order.side == TradeSide.PING): pos = self.positions[PositionKey(order.contract, order.direction)] pos.closable -= order.quantity
''
def update_fill(self, event):
assert (event.route == Event.FILL) trans = event.transaction try: self.open_orders.remove(trans.order) except KeyError: if (trans.order.side == TradeSide.CANCEL): raise TradingError(err='\xe9\x87\x8d\xe5\xa4\x8d\xe6\x92\xa4\xe5\x8d\x95') else: assert (False and '\xe9\x87\x8d\xe5\xa4\x8d\xe6\x88\x90\xe4\xba\xa4') self._update_holding(trans) self._update_positions(trans)
''
def _update_positions(self, trans):
poskey = PositionKey(trans.contract, trans.direction) if (trans.side == TradeSide.CANCEL): pos = self.positions.get(poskey, None) if pos: pos.closable += trans.quantity return pos = self.positions.setdefault(poskey, Position(trans)) if (trans.side == TradeSide.KAI): pos.cost = (((pos.cost * pos.quantity) + (trans.price * trans.quantity)) / (pos.quantity + trans.quantity)) pos.quantity += trans.quantity if trans.contract.is_stock: pos.today += trans.quantity else: pos.closable += trans.quantity assert (pos.quantity == (pos.today + pos.closable)) elif (trans.side == TradeSide.PING): pos.quantity -= trans.quantity if (pos.quantity == 0): del self.positions[poskey]
''
def _update_holding(self, trans):
if (trans.side == TradeSide.CANCEL): return self.holding['commission'] += trans.commission if (trans.side == TradeSide.PING): poskey = PositionKey(trans.contract, trans.direction) flag = (1 if (trans.direction == Direction.LONG) else (-1)) profit = ((((trans.price - self.positions[poskey].cost) * trans.quantity) * flag) * trans.volume_multiple) self.holding['history_profit'] += profit self._all_transactions.append(trans)
''
def _valid_order(self, order):
if (order.quantity <= 0): return '\xe4\xba\xa4\xe6\x98\x93\xe6\x95\xb0\xe9\x87\x8f\xe8\xa6\x81\xe5\xa4\xa7\xe4\xba\x8e0' if (order.side == TradeSide.CANCEL): if (order not in self.open_orders): return '\xe6\x92\xa4\xe9\x94\x80\xe5\xa4\xb1\xe8\xb4\xa5\xef\xbc\x9a \xe4\xb8\x8d\xe5\xad\x98\xe5\x9c\xa8\xe8\xaf\xa5\xe8\xae\xa2\xe5\x8d\x95\xef\xbc\x81' if (order.side == TradeSide.PING): try: poskey = PositionKey(order.contract, order.direction) pos = self.positions[poskey] if (pos.closable < order.quantity): return '\xe5\x8f\xaf\xe5\xb9\xb3\xe4\xbb\x93\xe4\xbd\x8d\xe4\xb8\x8d\xe8\xb6\xb3' except KeyError: return ('\xe4\xb8\x8d\xe5\xad\x98\xe5\x9c\xa8\xe5\x90\x88\xe7\xba\xa6[%s]' % order.contract) elif (order.side == TradeSide.KAI): new_price = self._bars[order.contract].open if (self.holding['cash'] < order.order_margin(new_price)): return '\xe6\xb2\xa1\xe6\x9c\x89\xe8\xb6\xb3\xe5\xa4\x9f\xe7\x9a\x84\xe8\xb5\x84\xe9\x87\x91\xe5\xbc\x80\xe4\xbb\x93' return ''
'圚回测的最后䞀根k线以close价栌区平持仓䜍。'
def _force_close(self):
force_trans = [] if self._all_transactions: price_type = self._all_transactions[(-1)].price_type else: price_type = PriceType.LMT for pos in six.itervalues(self.positions): order = Order(self._datetime, pos.contract, price_type, TradeSide.PING, pos.direction, self._bars[pos.contract].close, pos.quantity) force_trans.append(Transaction(order)) for trans in force_trans: self._update_holding(trans) self._update_positions(trans) if force_trans: self.update_status(trans.datetime, False) self.positions = {} return
''
def update_environment(self, dt, ticks, bars):
self.blotter.update_datetime(dt) self.exchange.update_datetime(dt) self.blotter.update_data(ticks, bars) self._datetime = dt return
''
def process_trading_events(self, at_baropen):
if self._orders: self.events_pool.put(SignalEvent(self._orders)) if (not self._orders): self.events_pool.put(OnceEvent()) self._process_trading_events(at_baropen) self._orders = []
''
def _process_trading_events(self, at_baropen):
while True: try: event = self.events_pool.get() except queue.Empty: assert False except IndexError: break else: if (event.route == Event.SIGNAL): assert (not at_baropen) self.blotter.update_signal(event) elif (event.route == Event.ORDER): assert (not at_baropen) self.exchange.insert_order(event) elif (event.route == Event.FILL): self.blotter.api.on_transaction(event) if ((event.route == Event.ONCE) or (event.route == Event.ORDER)): self.exchange.make_market(self.blotter._bars, at_baropen) self.blotter.update_status(self._datetime, at_baropen)
'Args: name (str): 标志名称 ith_window (int): 圚第几䞪窗口星瀺从1匀始。 x (datetime): 时闎坐标 y (float): y坐标 styles (str): 控制颜色线的风栌点的风栌 lw (int): 线宜 ms (int): 点的倧小'
def plot_line(self, name, ith_window, x, y, styles, lw=1, ms=10, twinx=False):
mark = self.marks[0].setdefault(name, []) mark.append((ith_window, twinx, x, y, styles, lw, ms))
'Args: name (str): 标志名称 ith_window (int): 圚第几䞪窗口星瀺从1匀始。 x (float): x坐标 y (float): y坐标 text (str): 文本内容 color (str): 颜色 size (int): 字䜓倧小 rotation (float): 旋蜬角床'
def plot_text(self, name, ith_window, x, y, text, color='black', size=15, rotation=0):
mark = self.marks[1].setdefault(name, []) mark.append((ith_window, x, y, text, color, size, rotation))
'Args: orders (list/Order): 撀单参数䞺list衚瀺撀倚䞪单。'
def cancel(self, orders):
orders = (orders if isinstance(orders, list) else [orders]) if (not self._cancel_now): for order in orders: norder = copy.deepcopy(order) norder.side = TradeSide.CANCEL self._orders.append(norder) return
''
@property def open_orders(self):
return self.blotter.open_orders
''
def day_profit(self, contract):
pass
''
def rolling_forward(self):
(self.new_row, self.last_curbar) = self._Helper.rolling_forward() if (not self.new_row): self.last_curbar -= 1 return (False, None) self.next_datetime = self._Helper.data.index[self.last_curbar] if ((self.datetime[0] >= self.next_datetime) and (self.curbar != 0)): logger.error(('\xe5\x90\x88\xe7\xba\xa6[%s] \xe6\x95\xb0\xe6\x8d\xae\xe6\x97\xb6\xe9\x97\xb4\xe9\x80\x86\xe5\xba\x8f\xe6\x88\x96\xe5\x86\x97\xe4\xbd\x99' % self.pcontract)) raise return (True, self.new_row)
'获取甚户圚策略on_init凜数䞭初始化的变量'
def get_item(self, name):
return self._all_variables[self.ith_comb][self.ith_strategy][name]
''
def add_item(self, name, value):
if (self.ith_comb < len(self._all_variables)): if (self.ith_strategy < len(self._all_variables[self.ith_comb])): self._all_variables[self.ith_comb][self.ith_strategy][name] = value else: self._all_variables[self.ith_comb].append({name: value}) else: self._all_variables.append([{name: value}]) if isinstance(value, SeriesBase): self.add_series(name, value) elif isinstance(value, TechnicalBase): self.add_indicator(name, value) else: self.add_variable(name, value)
'添加on_init䞭初始化的序列变量 Args: attr (str): 属性名 s (Series): 序列变量'
def add_series(self, attr, s):
s.reset_data([], self._size) if (self.ith_comb < len(self._series)): if (self.ith_strategy < len(self._series[self.ith_comb])): self._series[self.ith_comb][self.ith_strategy][attr] = s else: self._series[self.ith_comb].append({attr: s}) else: self._series.append([{attr: s}])
'曎新最新tick价栌最新barä»·æ Œ, 环境时闎。'
def rolling_forward(self):
if self._cur_data_context.new_row: self.ctx_dt_series.curbar = self.ctx_curbar self.ctx_datetime = min(self._cur_data_context.next_datetime, self.ctx_datetime) try: self.ctx_dt_series.data[self.ctx_curbar] = min(self._cur_data_context.next_datetime, self.ctx_datetime) except IndexError: self.ctx_dt_series.data.append(min(self._cur_data_context.next_datetime, self.ctx_datetime)) return True (hasnext, data) = self._cur_data_context.rolling_forward() if (not hasnext): return False self.ctx_dt_series.curbar = self.ctx_curbar try: self.ctx_dt_series.data[self.ctx_curbar] = min(self._cur_data_context.next_datetime, self.ctx_datetime) except IndexError: self.ctx_dt_series.data.append(min(self._cur_data_context.next_datetime, self.ctx_datetime)) self.ctx_datetime = min(self._cur_data_context.next_datetime, self.ctx_datetime) return True
''
def update_user_vars(self):
self._cur_data_context.update_user_vars()
''
def update_system_vars(self):
self._cur_data_context.update_system_vars() self._ticks[self._cur_data_context.contract] = self._cur_data_context.close[0] self._bars[self._cur_data_context.contract] = self._cur_data_context.bar oldbar = self._bars.setdefault(self._cur_data_context.contract, self._cur_data_context.bar) if (self._cur_data_context.bar.datetime > oldbar.datetime): self._bars[self._cur_data_context.contract] = self._cur_data_context.bar
''
def __getitem__(self, strpcon):
return DataContextAttributeHelper(self._data_contexts[strpcon.upper()])
''
@property def strategy(self):
return self._cur_strategy_context.name
''
@property def pcontract(self):
return self._cur_data_context.pcontract
''
@property def symbol(self):
return str(self._cur_data_context.pcontract.contract)
'圓前是第几根k线, 从1匀始'
@property def curbar(self):
if self.on_bar: return (self.ctx_curbar + 1) else: return self._cur_data_context.curbar
'k线匀盘价序列'
@property def open(self):
return self._cur_data_context.open
'k线收盘价序列'
@property def close(self):
return self._cur_data_context.close
'k线最高价序列'
@property def high(self):
return self._cur_data_context.high
'k线最䜎价序列'
@property def low(self):
return self._cur_data_context.low
'k线成亀量序列'
@property def volume(self):
return self._cur_data_context.volume
'k线时闎序列'
@property def datetime(self):
if self.on_bar: return self.ctx_dt_series else: return self._cur_data_context.datetime
''
@property def open_orders(self):
return list(self._cur_strategy_context.open_orders)
'Args: price (float): ä»·æ Œ, 0衚垂价。 quantity (int): 数量。 symbol (str): 合纊'
def buy(self, price, quantity, symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe4\xb8\x8b\xe5\x8d\x95\xef\xbc\x81') if symbol: contract = (Contract(symbol) if isinstance(symbol, str) else symbol) else: contract = self._cur_data_context.contract price_type = (PriceType.MKT if (price == 0) else PriceType.LMT) self._cur_strategy_context.buy(price, quantity, price_type, contract)
'Args: price (float): ä»·æ Œ, 0衚垂价。 quantity (int): 数量。 symbol (str): 合纊'
def sell(self, price, quantity, symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe4\xb8\x8b\xe5\x8d\x95\xef\xbc\x81') if symbol: contract = (Contract(symbol) if isinstance(symbol, str) else symbol) else: contract = self._cur_data_context.contract price_type = (PriceType.MKT if (price == 0) else PriceType.LMT) self._cur_strategy_context.sell(price, quantity, price_type, contract)
'Args: price (float): ä»·æ Œ, 0衚垂价。 quantity (int): 数量。 symbol (str): 合纊'
def short(self, price, quantity, symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe4\xb8\x8b\xe5\x8d\x95\xef\xbc\x81') if symbol: contract = (Contract(symbol) if isinstance(symbol, str) else symbol) else: contract = self._cur_data_context.contract price_type = (PriceType.MKT if (price == 0) else PriceType.LMT) self._cur_strategy_context.short(price, quantity, price_type, contract)
'Args: price (float): ä»·æ Œ, 0衚垂价。 quantity (int): 数量。 symbol (str): 合纊'
def cover(self, price, quantity, symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe4\xb8\x8b\xe5\x8d\x95\xef\xbc\x81') if symbol: contract = (Contract(symbol) if isinstance(symbol, str) else symbol) else: contract = self._cur_data_context.contract price_type = (PriceType.MKT if (price == 0) else PriceType.LMT) self._cur_strategy_context.cover(price, quantity, price_type, contract)
'Args: direction (str/int): 持仓方向。倚倎 - \'long\' / 1 空倎 - \'short\' / 2 symbol (str): 字笊䞲合纊默讀䞺None衚瀺䞻合纊。 Returns: Position. 该合纊的持仓'
def position(self, direction='long', symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe6\x9f\xa5\xe8\xaf\xa2\xe5\xbd\x93\xe5\x89\x8d\xe6\x8c\x81\xe4\xbb\x93\xef\xbc\x81') direction = Direction.arg_to_type(direction) contract = (Contract(symbol) if symbol else self._cur_data_context.contract) return self._cur_strategy_context.position(contract, direction)
'返回所有持仓列衚 [Position]'
def all_positions(self):
return self._cur_strategy_context.all_positions()
'Args: direction (str/int): 持仓方向。倚倎 - \'long\' / 1 空倎 - \'short\' / 2 symbol (str): 字笊䞲合纊默讀䞺None衚瀺䞻合纊。 Returns: int. 该合纊的持仓数目。'
def pos(self, direction='long', symbol=None):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe6\x9f\xa5\xe8\xaf\xa2\xe5\xbd\x93\xe5\x89\x8d\xe6\x8c\x81\xe4\xbb\x93\xef\xbc\x81') direction = Direction.arg_to_type(direction) contract = (Contract(symbol) if symbol else self._cur_data_context.contract) return self._cur_strategy_context.pos(contract, direction)
''
def cancel(self, orders):
self._cur_strategy_context.cancel(orders)
''
def cash(self):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe6\x9f\xa5\xe8\xaf\xa2\xe5\x8f\xaf\xe7\x94\xa8\xe8\xb5\x84\xe9\x87\x91\xef\xbc\x81') return self._cur_strategy_context.cash()
''
def equity(self):
if (not self.on_bar): raise Exception('\xe5\x8f\xaa\xe6\x9c\x89on_bar\xe5\x87\xbd\xe6\x95\xb0\xe5\x86\x85\xe8\x83\xbd\xe6\x9f\xa5\xe8\xaf\xa2\xe5\xbd\x93\xe5\x89\x8d\xe6\x9d\x83\xe7\x9b\x8a\xef\xbc\x81') return self._cur_strategy_context.equity()