Source code for qf_lib.backtesting.monitoring.abstract_monitor

#     Copyright 2016-present CERN – European Organization for Nuclear Research
#
#     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.

from abc import ABCMeta, abstractmethod
from datetime import datetime

from qf_lib.backtesting.portfolio.transaction import Transaction


[docs]class AbstractMonitor(metaclass=ABCMeta): """ AbstractMonitor is a class providing an interface for all inherited Monitor classes (live, historic, custom, etc). Monitor should be subclassed according to the use. """
[docs] @abstractmethod def real_time_update(self, timestamp: datetime): """ Update a basic statistics. This method should be light as it might be called after every transaction or price update """ raise NotImplementedError("Should implement real_time_update()")
[docs] @abstractmethod def end_of_day_update(self, timestamp: datetime): """ Update the statistics after a whole day of trading. Should be used in live trading only """ raise NotImplementedError("Should implement end_of_day_update()")
[docs] @abstractmethod def end_of_trading_update(self, timestamp: datetime = None): """ Final update at the end of backtest session """ raise NotImplementedError("Should implement end_of_trading_update()")
[docs] @abstractmethod def record_transaction(self, transaction: Transaction): """ This method is called every time ExecutionHandler creates a new Transaction """ raise NotImplementedError("Should implement record_transaction()")