Fix docstrings, extract strategy-list results
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@ -87,7 +87,7 @@ def generate_pair_results(data: Dict[str, Dict], stake_currency: str, max_open_t
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:param max_open_trades: Maximum allowed open trades
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:param max_open_trades: Maximum allowed open trades
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:param results: Dataframe containing the backtest results
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:param results: Dataframe containing the backtest results
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:param skip_nan: Print "left open" open trades
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:param skip_nan: Print "left open" open trades
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:return: Tuple of (data, headers, floatfmt) of summarized results.
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:return: List of Dicts containing the metrics per pair
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"""
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"""
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tabular_data = []
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tabular_data = []
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@ -107,11 +107,8 @@ def generate_pair_results(data: Dict[str, Dict], stake_currency: str, max_open_t
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def generate_text_table(pair_results: List[Dict[str, Any]], stake_currency: str) -> str:
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def generate_text_table(pair_results: List[Dict[str, Any]], stake_currency: str) -> str:
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"""
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"""
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Generates and returns a text table for the given backtest data and the results dataframe
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Generates and returns a text table for the given backtest data and the results dataframe
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:param data: Dict of <pair: dataframe> containing data that was used during backtesting.
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:param pair_results: List of Dictionaries - one entry per pair + final TOTAL row
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:param stake_currency: stake-currency - used to correctly name headers
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:param stake_currency: stake-currency - used to correctly name headers
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:param max_open_trades: Maximum allowed open trades
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:param results: Dataframe containing the backtest results
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:param skip_nan: Print "left open" open trades
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:return: pretty printed table with tabulate as string
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:return: pretty printed table with tabulate as string
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"""
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"""
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@ -126,8 +123,7 @@ def generate_text_table(pair_results: List[Dict[str, Any]], stake_currency: str)
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floatfmt=floatfmt, tablefmt="orgtbl", stralign="right") # type: ignore
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floatfmt=floatfmt, tablefmt="orgtbl", stralign="right") # type: ignore
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def generate_sell_reason_stats(max_open_trades: int,
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def generate_sell_reason_stats(max_open_trades: int, results: DataFrame) -> List[Dict]:
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results: DataFrame) -> List[Dict]:
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"""
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"""
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Generate small table outlining Backtest results
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Generate small table outlining Backtest results
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:param max_open_trades: Max_open_trades parameter
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:param max_open_trades: Max_open_trades parameter
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@ -165,9 +161,8 @@ def generate_text_table_sell_reason(sell_reason_stats: List[Dict[str, Any]],
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stake_currency: str) -> str:
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stake_currency: str) -> str:
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"""
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"""
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Generate small table outlining Backtest results
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Generate small table outlining Backtest results
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:param sell_reason_stats: Sell reason metrics
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:param stake_currency: Stakecurrency used
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:param stake_currency: Stakecurrency used
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:param max_open_trades: Max_open_trades parameter
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:param results: Dataframe containing the backtest result for one strategy
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:return: pretty printed table with tabulate as string
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:return: pretty printed table with tabulate as string
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"""
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"""
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headers = [
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headers = [
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@ -189,14 +184,14 @@ def generate_text_table_sell_reason(sell_reason_stats: List[Dict[str, Any]],
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return tabulate(output, headers=headers, tablefmt="orgtbl", stralign="right")
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return tabulate(output, headers=headers, tablefmt="orgtbl", stralign="right")
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def _generate_strategy_summary(stake_currency: str, max_open_trades: int,
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def generate_strategy_summary(stake_currency: str, max_open_trades: int,
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all_results: Dict) -> List[Dict]:
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all_results: Dict) -> List[Dict]:
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"""
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"""
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Generate summary per strategy
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Generate summary per strategy
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:param stake_currency: stake-currency - used to correctly name headers
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:param stake_currency: stake-currency - used to correctly name headers
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:param max_open_trades: Maximum allowed open trades used for backtest
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:param max_open_trades: Maximum allowed open trades used for backtest
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:param all_results: Dict of <Strategyname: BacktestResult> containing results for all strategies
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:param all_results: Dict of <Strategyname: BacktestResult> containing results for all strategies
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:return: Tuple of (data, headers, floatfmt) of summarized results.
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:return: List of Dicts containing the metrics per Strategy
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"""
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"""
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tabular_data = []
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tabular_data = []
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@ -205,8 +200,7 @@ def _generate_strategy_summary(stake_currency: str, max_open_trades: int,
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return tabular_data
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return tabular_data
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def generate_text_table_strategy(stake_currency: str, max_open_trades: int,
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def generate_text_table_strategy(strategy_results, stake_currency: str) -> str:
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all_results: Dict) -> str:
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"""
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"""
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Generate summary table per strategy
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Generate summary table per strategy
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:param stake_currency: stake-currency - used to correctly name headers
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:param stake_currency: stake-currency - used to correctly name headers
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@ -216,7 +210,6 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: int,
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"""
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"""
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floatfmt = _get_line_floatfmt()
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floatfmt = _get_line_floatfmt()
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headers = _get_line_header('Strategy', stake_currency)
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headers = _get_line_header('Strategy', stake_currency)
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strategy_results = _generate_strategy_summary(stake_currency, max_open_trades, all_results)
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output = [[
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output = [[
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t['key'], t['trades'], t['profit_mean_pct'], t['profit_sum_pct'], t['profit_total_abs'],
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t['key'], t['trades'], t['profit_mean_pct'], t['profit_sum_pct'], t['profit_total_abs'],
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@ -289,9 +282,11 @@ def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
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if len(all_results) > 1:
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if len(all_results) > 1:
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# Print Strategy summary table
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# Print Strategy summary table
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table = generate_text_table_strategy(config['stake_currency'],
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strategy_results = generate_strategy_summary(stake_currency=config['stake_currency'],
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config['max_open_trades'],
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max_open_trades=config['max_open_trades'],
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all_results=all_results)
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all_results=all_results)
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table = generate_text_table_strategy(strategy_results, config['stake_currency'])
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print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
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print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
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print(table)
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print(table)
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print('=' * len(table.splitlines()[0]))
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print('=' * len(table.splitlines()[0]))
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@ -7,7 +7,7 @@ from arrow import Arrow
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from freqtrade.edge import PairInfo
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from freqtrade.edge import PairInfo
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from freqtrade.optimize.optimize_reports import (
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from freqtrade.optimize.optimize_reports import (
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generate_pair_results, generate_edge_table, generate_sell_reason_stats,
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generate_pair_results, generate_edge_table, generate_sell_reason_stats,
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generate_text_table, generate_text_table_sell_reason,
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generate_text_table, generate_text_table_sell_reason, generate_strategy_summary,
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generate_text_table_strategy, store_backtest_result)
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generate_text_table_strategy, store_backtest_result)
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from freqtrade.strategy.interface import SellType
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from freqtrade.strategy.interface import SellType
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from tests.conftest import patch_exchange
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from tests.conftest import patch_exchange
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@ -173,7 +173,12 @@ def test_generate_text_table_strategy(default_conf, mocker):
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'| TestStrategy2 | 3 | 30.00 | 90.00 | 1.30000000 |'
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'| TestStrategy2 | 3 | 30.00 | 90.00 | 1.30000000 |'
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' 45.00 | 0:20:00 | 3 | 0 | 0 |'
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' 45.00 | 0:20:00 | 3 | 0 | 0 |'
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)
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)
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assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
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strategy_results = generate_strategy_summary(stake_currency='BTC',
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max_open_trades=2,
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all_results=results)
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assert generate_text_table_strategy(strategy_results, 'BTC') == result_str
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def test_generate_edge_table(edge_conf, mocker):
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def test_generate_edge_table(edge_conf, mocker):
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