From fdb00fd7262c9c460f6dff7a039bf029b13c8dfd Mon Sep 17 00:00:00 2001
From: "i.a.grebenkin" <i.a.grebenkin@tbank.ru>
Date: Tue, 26 May 2026 12:15:53 +0300
Subject: [PATCH] fix(issue-606): pbounds type mismatch

---
 bayes_opt/bayesian_optimization.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/bayes_opt/bayesian_optimization.py b/bayes_opt/bayesian_optimization.py
index 24397b50..81c62314 100644
--- a/bayes_opt/bayesian_optimization.py
+++ b/bayes_opt/bayesian_optimization.py
@@ -26,7 +26,7 @@
 from bayes_opt.util import ensure_rng
 
 if TYPE_CHECKING:
-    from collections.abc import Callable, Mapping
+    from collections.abc import Callable
 
     from numpy.random import RandomState
     from numpy.typing import NDArray
@@ -85,7 +85,7 @@ class BayesianOptimization:
     def __init__(
         self,
         f: Callable[..., float] | None,
-        pbounds: Mapping[str, tuple[float, float]],
+        pbounds: BoundsMapping,
         acquisition_function: AcquisitionFunction | None = None,
         constraint: NonlinearConstraint | None = None,
         random_state: int | RandomState | None = None,