feat: Update output for hyperopt to Rich

freqtrade/optimize/hyperopt.py

@@ -18,10 +18,10 @@ from colorama import init as colorama_init
 from joblib import Parallel, cpu_count, delayed, dump, load, wrap_non_picklable_objects
 from joblib.externals import cloudpickle
 from pandas import DataFrame
+from rich.align import Align
 from rich.progress import (
     BarColumn,
     MofNCompleteColumn,
-    Progress,
     TaskProgressColumn,
     TextColumn,
     TimeElapsedColumn,
@@ -40,6 +40,7 @@ from freqtrade.optimize.backtesting import Backtesting
 # Import IHyperOpt and IHyperOptLoss to allow unpickling classes from these modules
 from freqtrade.optimize.hyperopt_auto import HyperOptAuto
 from freqtrade.optimize.hyperopt_loss_interface import IHyperOptLoss
+from freqtrade.optimize.hyperopt_output import HyperoptOutput
 from freqtrade.optimize.hyperopt_tools import (
     HyperoptStateContainer,
     HyperoptTools,
@@ -47,6 +48,7 @@ from freqtrade.optimize.hyperopt_tools import (
 )
 from freqtrade.optimize.optimize_reports import generate_strategy_stats
 from freqtrade.resolvers.hyperopt_resolver import HyperOptLossResolver
+from freqtrade.util import CustomProgress
 
 
 # Suppress scikit-learn FutureWarnings from skopt
@@ -86,6 +88,8 @@ class Hyperopt:
         self.max_open_trades_space: List[Dimension] = []
         self.dimensions: List[Dimension] = []
 
+        self._hyper_out: HyperoptOutput = HyperoptOutput()
+
         self.config = config
         self.min_date: datetime
         self.max_date: datetime
@@ -268,17 +272,12 @@ class Hyperopt:
         is_best = results["is_best"]
 
         if self.print_all or is_best:
-            print(
+            self._hyper_out.add_data(
-                HyperoptTools.get_result_table(
+                self.config,
-                    self.config,
+                [results],
-                    [results],
+                self.total_epochs,
-                    self.total_epochs,
+                self.print_all,
-                    self.print_all,
-                    self.print_colorized,
-                    self.hyperopt_table_header,
-                )
             )
-            self.hyperopt_table_header = 2
 
     def init_spaces(self):
         """
@@ -635,7 +634,7 @@ class Hyperopt:
                 logger.info(f"Effective number of parallel workers used: {jobs}")
 
                 # Define progressbar
-                with Progress(
+                with CustomProgress(
                     TextColumn("[progress.description]{task.description}"),
                     BarColumn(bar_width=None),
                     MofNCompleteColumn(),
@@ -645,6 +644,7 @@ class Hyperopt:
                     "•",
                     TimeRemainingColumn(),
                     expand=True,
+                    cust_objs=[Align.center(self._hyper_out.table)],
                 ) as pbar:
                     task = pbar.add_task("Epochs", total=self.total_epochs)
 

freqtrade/optimize/hyperopt_output.py

@@ -12,25 +12,25 @@ from freqtrade.util import fmt_coin
 
 class HyperoptOutput:
     def __init__(self):
-        self._table = Table(
+        self.table = Table(
             title="Hyperopt results",
         )
         # Headers
-        self._table.add_column("Best", justify="left")
+        self.table.add_column("Best", justify="left")
-        self._table.add_column("Epoch", justify="right")
+        self.table.add_column("Epoch", justify="right")
-        self._table.add_column("Trades", justify="right")
+        self.table.add_column("Trades", justify="right")
-        self._table.add_column("Win  Draw  Loss  Win%", justify="right")
+        self.table.add_column("Win  Draw  Loss  Win%", justify="right")
-        self._table.add_column("Avg profit", justify="right")
+        self.table.add_column("Avg profit", justify="right")
-        self._table.add_column("Profit", justify="right")
+        self.table.add_column("Profit", justify="right")
-        self._table.add_column("Avg duration", justify="right")
+        self.table.add_column("Avg duration", justify="right")
-        self._table.add_column("Objective", justify="right")
+        self.table.add_column("Objective", justify="right")
-        self._table.add_column("Max Drawdown (Acct)", justify="right")
+        self.table.add_column("Max Drawdown (Acct)", justify="right")
 
     def _add_row(self, data: List[Union[str, Text]]):
         """Add single row"""
         row_to_add: List[Union[str, Text]] = [r if isinstance(r, Text) else str(r) for r in data]
 
-        self._table.add_row(*row_to_add)
+        self.table.add_row(*row_to_add)
 
     def _add_rows(self, data: List[List[Union[str, Text]]]):
         """add multiple rows"""
@@ -44,7 +44,7 @@ class HyperoptOutput:
                 width=200 if "pytest" in sys.modules else None,
             )
 
-        console.print(self._table)
+        console.print(self.table)
 
     def add_data(
         self,
@@ -52,7 +52,7 @@ class HyperoptOutput:
         results: list,
         total_epochs: int,
         highlight_best: bool,
-    ) -> str:
+    ) -> None:
         """Format one or multiple rows and add them"""
         stake_currency = config["stake_currency"]