Fix issue with constraints and allow_duplicate_points

peanutfun · peanutfun · commit 8a20d9f7108a · 2023-11-29T00:36:04.000+01:00
diff --git a/climada/util/calibrate/bayesian_optimizer.py b/climada/util/calibrate/bayesian_optimizer.py
@@ -248,6 +248,7 @@ def __post_init__(
             allow_duplicate_points=allow_duplicate_points,
             **bayes_opt_kwds,
         )
+        self.optimizer.space._allow_duplicate_points = allow_duplicate_points
 
     def _target_func(self, true: pd.DataFrame, predicted: pd.DataFrame) -> Number:
         """Invert the cost function because BayesianOptimization maximizes the target"""

Original file line number	Diff line number	Diff line change
`@@ -248,6 +248,7 @@ def __post_init__(`
`248`	`248`	`allow_duplicate_points=allow_duplicate_points,`
`249`	`249`	`**bayes_opt_kwds,`
`250`	`250`	`)`
	`251`	`+ self.optimizer.space._allow_duplicate_points = allow_duplicate_points`
`251`	`252`
`252`	`253`	`def _target_func(self, true: pd.DataFrame, predicted: pd.DataFrame) -> Number:`
`253`	`254`	`"""Invert the cost function because BayesianOptimization maximizes the target"""`