import sys from os import get_terminal_size from typing import Any, Optional from rich.align import Align from rich.console import Console from rich.table import Table from rich.text import Text from freqtrade.constants import Config from freqtrade.optimize.optimize_reports import generate_wins_draws_losses from freqtrade.util import fmt_coin class HyperoptOutput: def __init__(self, streaming=False) -> None: self._results: list[Any] = [] self._streaming = streaming self.__init_table() def __call__(self, *args: Any, **kwds: Any) -> Any: return Align.center(self.table) def __init_table(self) -> None: """Initialize table""" self.table = Table( title="Hyperopt results", ) # Headers self.table.add_column("Best", justify="left") self.table.add_column("Epoch", justify="right") self.table.add_column("Trades", justify="right") self.table.add_column("Win Draw Loss Win%", justify="right") self.table.add_column("Avg profit", justify="right") self.table.add_column("Profit", justify="right") self.table.add_column("Avg duration", justify="right") self.table.add_column("Objective", justify="right") self.table.add_column("Max Drawdown (Acct)", justify="right") def print(self, console: Optional[Console] = None, *, print_colorized=True): if not console: console = Console( color_system="auto" if print_colorized else None, width=200 if "pytest" in sys.modules else None, ) console.print(self.table) def add_data( self, config: Config, results: list, total_epochs: int, highlight_best: bool, ) -> None: """Format one or multiple rows and add them""" stake_currency = config["stake_currency"] self._results.extend(results) max_rows: Optional[int] = None if self._streaming: try: ts = get_terminal_size() # Get terminal size. # Account for header, borders, and for the progress bar. # This assumes that lines don't wrap. if ts.columns < 148: # If the terminal is too small, we can't display the table properly. # We will halve the number of rows to display. max_rows = -(int(ts.lines / 2) - 6) else: max_rows = -(ts.lines - 6) except OSError: # If we can't get the terminal size, we will just display the last 10 rows. pass self.__init_table() for r in self._results[max_rows:]: self.table.add_row( *[ # "Best": ( ("*" if r["is_initial_point"] or r["is_random"] else "") + (" Best" if r["is_best"] else "") ).lstrip(), # "Epoch": f"{r['current_epoch']}/{total_epochs}", # "Trades": str(r["results_metrics"]["total_trades"]), # "Win Draw Loss Win%": generate_wins_draws_losses( r["results_metrics"]["wins"], r["results_metrics"]["draws"], r["results_metrics"]["losses"], ), # "Avg profit": f"{r['results_metrics']['profit_mean']:.2%}" if r["results_metrics"]["profit_mean"] is not None else "--", # "Profit": Text( "{} {}".format( fmt_coin( r["results_metrics"]["profit_total_abs"], stake_currency, keep_trailing_zeros=True, ), f"({r['results_metrics']['profit_total']:,.2%})".rjust(10, " "), ) if r["results_metrics"].get("profit_total_abs", 0) != 0.0 else "--", style=( "green" if r["results_metrics"].get("profit_total_abs", 0) > 0 else "red" ) if not r["is_best"] else "", ), # "Avg duration": str(r["results_metrics"]["holding_avg"]), # "Objective": f"{r['loss']:,.5f}" if r["loss"] != 100000 else "N/A", # "Max Drawdown (Acct)": "{} {}".format( fmt_coin( r["results_metrics"]["max_drawdown_abs"], stake_currency, keep_trailing_zeros=True, ), (f"({r['results_metrics']['max_drawdown_account']:,.2%})").rjust(10, " "), ) if r["results_metrics"]["max_drawdown_account"] != 0.0 else "--", ], style=" ".join( [ "bold gold1" if r["is_best"] and highlight_best else "", "italic " if r["is_initial_point"] else "", ] ), )