Handle when 0 trades are found in any pairs being tested.
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@ -89,14 +89,14 @@ class Backtesting(object):
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self.np_stop: int = 6
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self.np_stop: int = 6
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self.np_bto: int = self.np_close # buys_triggered_on - should be close
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self.np_bto: int = self.np_close # buys_triggered_on - should be close
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self.np_bco: int = self.np_open # buys calculated on - open of the next candle.
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self.np_bco: int = self.np_open # buys calculated on - open of the next candle.
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#self.np_sto: int = self.np_low # stops_triggered_on - Should be low, FT uses close
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self.np_sto: int = self.np_low # stops_triggered_on - Should be low, FT uses close
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#self.np_sco: int = self.np_stop # stops_calculated_on - Should be stop, FT uses close
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self.np_sco: int = self.np_stop # stops_calculated_on - Should be stop, FT uses close
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self.np_sto: int = self.np_close # stops_triggered_on - Should be low, FT uses close
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#self.np_sto: int = self.np_close # stops_triggered_on - Should be low, FT uses close
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self.np_sco: int = self.np_close # stops_calculated_on - Should be stop, FT uses close
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#self.np_sco: int = self.np_close # stops_calculated_on - Should be stop, FT uses close
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self.use_backslap = True # Enable backslap - if false Orginal code is executed.
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self.use_backslap = True # Enable backslap - if false Orginal code is executed.
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self.debug = False # Main debug enable, very print heavy, enable 2 loops recommended
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self.debug = False # Main debug enable, very print heavy, enable 2 loops recommended
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self.debug_timing = True # Stages within Backslap
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self.debug_timing = False # Stages within Backslap
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self.debug_2loops = False # Limit each pair to two loops, useful when debugging
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self.debug_2loops = False # Limit each pair to two loops, useful when debugging
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self.debug_vector = False # Debug vector calcs
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self.debug_vector = False # Debug vector calcs
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self.debug_timing_main_loop = False # print overall timing per pair - works in Backtest and Backslap
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self.debug_timing_main_loop = False # print overall timing per pair - works in Backtest and Backslap
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@ -294,13 +294,16 @@ class Backtesting(object):
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# Switch List of Trade Dicts (bslap_results) to Dataframe
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# Switch List of Trade Dicts (bslap_results) to Dataframe
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# Fill missing, calculable columns, profit, duration , abs etc.
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# Fill missing, calculable columns, profit, duration , abs etc.
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bslap_results_df = DataFrame(bslap_results)
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bslap_results_df = DataFrame(bslap_results)
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if len(bslap_results_df) > 0: # Only post process a frame if it has a record
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bslap_results_df['open_time'] = to_datetime(bslap_results_df['open_time'])
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bslap_results_df['open_time'] = to_datetime(bslap_results_df['open_time'])
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bslap_results_df['close_time'] = to_datetime(bslap_results_df['close_time'])
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bslap_results_df['close_time'] = to_datetime(bslap_results_df['close_time'])
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### don't use this, itll drop exit type field
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bslap_results_df = self.vector_fill_results_table(bslap_results_df, pair)
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# bslap_results_df = DataFrame(bslap_results, columns=BacktestResult._fields)
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else:
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bslap_results_df = []
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bslap_results_df= DataFrame.from_records(bslap_results_df, columns=BacktestResult._fields)
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bslap_results_df = self.vector_fill_results_table(bslap_results_df)
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return bslap_results_df
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return bslap_results_df
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@ -370,10 +373,12 @@ class Backtesting(object):
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print("Time to BackTest :", pair, round(tt, 10))
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print("Time to BackTest :", pair, round(tt, 10))
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print("-----------------------")
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print("-----------------------")
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print("trades")
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return DataFrame.from_records(trades, columns=BacktestResult._fields)
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return DataFrame.from_records(trades, columns=BacktestResult._fields)
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####################### Original BT loop end
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####################### Original BT loop end
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def vector_fill_results_table(self, bslap_results_df: DataFrame):
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def vector_fill_results_table(self, bslap_results_df: DataFrame, pair: str):
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"""
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"""
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The Results frame contains a number of columns that are calculable
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The Results frame contains a number of columns that are calculable
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from othe columns. These are left blank till all rows are added,
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from othe columns. These are left blank till all rows are added,
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@ -411,6 +416,7 @@ class Backtesting(object):
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pd.set_option('max_colwidth', 40)
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pd.set_option('max_colwidth', 40)
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pd.set_option('precision', 12)
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pd.set_option('precision', 12)
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#Ony do Math on a dataframe that has an open; No result pairs contain the pair string only
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# Populate duration
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# Populate duration
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bslap_results_df['trade_duration'] = bslap_results_df['close_time'] - bslap_results_df['open_time']
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bslap_results_df['trade_duration'] = bslap_results_df['close_time'] - bslap_results_df['open_time']
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# if debug:
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# if debug:
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@ -516,19 +522,7 @@ class Backtesting(object):
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buy stop triggers and stop calculated on
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buy stop triggers and stop calculated on
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# buy 0 - open 1 - close 2 - sell 3 - high 4 - low 5 - stop 6
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# buy 0 - open 1 - close 2 - sell 3 - high 4 - low 5 - stop 6
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'''
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'''
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# np_buy: int = 0
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# np_open: int = 1
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# np_close: int = 2
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# np_sell: int = 3
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# np_high: int = 4
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# np_low: int = 5
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# np_stop: int = 6
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# np_bto: int = np_close # buys_triggered_on - should be close
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# np_bco: int = np_open # buys calculated on - open of the next candle.
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# #np_sto: int = np_low # stops_triggered_on - Should be low, FT uses close
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# #np_sco: int = np_stop # stops_calculated_on - Should be stop, FT uses close
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# np_sto: int = np_close # stops_triggered_on - Should be low, FT uses close
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# np_sco: int = np_close # stops_calculated_on - Should be stop, FT uses close
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#######
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#######
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# Use vars set at top of backtest
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# Use vars set at top of backtest
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@ -748,10 +742,10 @@ class Backtesting(object):
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open 6am 98 3 0 0 ----- ------ ------- ----- -----
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open 6am 98 3 0 0 ----- ------ ------- ----- -----
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-1 means not found till end of view i.e no valid Stop found. Exclude from match.
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-1 means not found till end of view i.e no valid Stop found. Exclude from match.
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Stop tiggering in 1, candle we bought at OPEN is valid.
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Stop tiggering and closing in 96-1, the candle we bought at OPEN in, is valid.
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Buys and sells are triggered at candle close
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Buys and sells are triggered at candle close
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Both with action their postions at the open of the next candle Index + 1
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Both will open their postions at the open of the next candle. i/e + 1 index
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Stop and buy Indexes are on the view. To map to the ticker dataframe
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Stop and buy Indexes are on the view. To map to the ticker dataframe
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the t_open_ind index should be summed.
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the t_open_ind index should be summed.
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@ -760,10 +754,10 @@ class Backtesting(object):
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t_exit_ind : Sell found in view
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t_exit_ind : Sell found in view
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t_open_ind : Where view was started on ticker_data
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t_open_ind : Where view was started on ticker_data
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TODO: fix this frig for logig test,, case/switch/dictionary would be better...
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TODO: fix this frig for logic test,, case/switch/dictionary would be better...
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more so when later testing many options, dynamic stop / roi etc
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more so when later testing many options, dynamic stop / roi etc
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cludge - Im setting np_t_sell_ind as 9999999999 when -1 (not found)
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cludge - Setting np_t_sell_ind as 9999999999 when -1 (not found)
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cludge - Im setting np_t_stop_ind as 9999999999 when -1 (not found)
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cludge - Setting np_t_stop_ind as 9999999999 when -1 (not found)
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'''
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'''
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if debug:
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if debug:
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@ -939,6 +933,7 @@ class Backtesting(object):
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opportunity to close any more trades.
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opportunity to close any more trades.
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"""
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"""
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# TODO :add handing here to record none closed open trades
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# TODO :add handing here to record none closed open trades
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if debug:
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if debug:
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print(bslap_pair_results)
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print(bslap_pair_results)
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break
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break
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